warning: commands will be executed using /bin/sh
job 5728 at Thu Oct  2 09:30:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140804/YutaMouse23-140804/YutaMouse23-140804
ElecNo	6
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1411664 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 470554 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 24718 members 
Mstep: Class 3 contains 24672 members 
Mstep: Class 4 contains 24933 members 
Mstep: Class 5 contains 24717 members 
Mstep: Class 6 contains 24941 members 
Mstep: Class 7 contains 24385 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 24847 members 
Mstep: Class 10 contains 24691 members 
Mstep: Class 11 contains 24817 members 
Mstep: Class 12 contains 24695 members 
Mstep: Class 13 contains 24734 members 
Mstep: Class 14 contains 24652 members 
Mstep: Class 15 contains 24898 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 24679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 716.908691 but Gain 3239.292969
Score: -82493808.000000 Penalty: 58307.273438
Iteration 0F: 19 clusters Score -8.249381e+07 nChanged 445389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1958 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 5 contains 15398 members 
Mstep: Class 6 contains 3405 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 274885 members 
Mstep: Class 9 contains 39666 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 17359 members 
Mstep: Class 13 contains 5365 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 12356 members 
Mstep: Class 16 contains 7733 members 
Mstep: Class 17 contains 36060 members 
Mstep: Class 18 contains 7534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85591024.000000 Penalty: 58307.273438
Iteration 1F: 19 clusters Score -8.559102e+07 nChanged 177729
Entering Unmasked Mstep 
Mstep: Class 0 contains 553 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 3565 members 
Mstep: Class 4 contains 10047 members 
Mstep: Class 5 contains 19078 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 211058 members 
Mstep: Class 9 contains 32460 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 35183 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 110464 members 
Mstep: Class 18 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192224.000000 Penalty: 58307.273438
Iteration 2F: 19 clusters Score -8.619222e+07 nChanged 130877
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 3603 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 26713 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 172882 members 
Mstep: Class 9 contains 57031 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 63059 members 
Mstep: Class 13 contains 10768 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 10942 members 
Mstep: Class 16 contains 23275 members 
Mstep: Class 17 contains 75363 members 
Mstep: Class 18 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86546104.000000 Penalty: 58307.273438
Iteration 3F: 19 clusters Score -8.65461e+07 nChanged 105788
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 33602 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 5704 members 
Mstep: Class 8 contains 147454 members 
Mstep: Class 9 contains 59245 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 60114 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 13700 members 
Mstep: Class 16 contains 30941 members 
Mstep: Class 17 contains 79147 members 
Mstep: Class 18 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3149.078857 but Gain 3239.292969
Score: -86678216.000000 Penalty: 55067.980469
Iteration 4F: 18 clusters Score -8.667822e+07 nChanged 75311
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 7574 members 
Mstep: Class 5 contains 38741 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 10271 members 
Mstep: Class 8 contains 132646 members 
Mstep: Class 9 contains 58653 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 52753 members 
Mstep: Class 13 contains 23059 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 16 contains 38353 members 
Mstep: Class 17 contains 78420 members 
Mstep: Class 18 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86759600.000000 Penalty: 55067.980469
Iteration 5F: 18 clusters Score -8.67596e+07 nChanged 59683
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 7815 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 15132 members 
Mstep: Class 8 contains 121867 members 
Mstep: Class 9 contains 52340 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 3124 members 
Mstep: Class 12 contains 48606 members 
Mstep: Class 13 contains 29324 members 
Mstep: Class 15 contains 17221 members 
Mstep: Class 16 contains 48532 members 
Mstep: Class 17 contains 73719 members 
Mstep: Class 18 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86798600.000000 Penalty: 55067.980469
Iteration 6F: 18 clusters Score -8.67986e+07 nChanged 64627
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 8271 members 
Mstep: Class 5 contains 48674 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 20240 members 
Mstep: Class 8 contains 115125 members 
Mstep: Class 9 contains 47115 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 45684 members 
Mstep: Class 13 contains 35745 members 
Mstep: Class 15 contains 18484 members 
Mstep: Class 16 contains 54922 members 
Mstep: Class 17 contains 62647 members 
Mstep: Class 18 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3132.879639 but Gain 3239.292969
Score: -86820800.000000 Penalty: 51828.687500
Iteration 7F: 17 clusters Score -8.68208e+07 nChanged 56314
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 9565 members 
Mstep: Class 5 contains 52427 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 27233 members 
Mstep: Class 8 contains 109280 members 
Mstep: Class 9 contains 45012 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 5294 members 
Mstep: Class 12 contains 49364 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 15 contains 20150 members 
Mstep: Class 16 contains 48080 members 
Mstep: Class 17 contains 56638 members 
Mstep: Class 18 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86865192.000000 Penalty: 51828.687500
Iteration 8F: 17 clusters Score -8.686519e+07 nChanged 44561
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 10092 members 
Mstep: Class 5 contains 47307 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 32774 members 
Mstep: Class 8 contains 102399 members 
Mstep: Class 9 contains 41979 members 
Mstep: Class 10 contains 626 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 48611 members 
Mstep: Class 13 contains 46913 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 50080 members 
Mstep: Class 17 contains 57399 members 
Mstep: Class 18 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86903184.000000 Penalty: 51828.687500
Iteration 9F: 17 clusters Score -8.690318e+07 nChanged 36609
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 10646 members 
Mstep: Class 5 contains 48454 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 37853 members 
Mstep: Class 8 contains 97006 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 47748 members 
Mstep: Class 15 contains 24138 members 
Mstep: Class 16 contains 48072 members 
Mstep: Class 17 contains 54471 members 
Mstep: Class 18 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86938104.000000 Penalty: 51828.687500
Iteration 10F: 17 clusters Score -8.69381e+07 nChanged 32398
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 11145 members 
Mstep: Class 5 contains 46887 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 42914 members 
Mstep: Class 8 contains 92566 members 
Mstep: Class 9 contains 41821 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 46536 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 48400 members 
Mstep: Class 17 contains 53277 members 
Mstep: Class 18 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86971120.000000 Penalty: 51828.687500
Iteration 11F: 17 clusters Score -8.697112e+07 nChanged 30003
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 11486 members 
Mstep: Class 5 contains 46923 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 46871 members 
Mstep: Class 8 contains 89121 members 
Mstep: Class 9 contains 41302 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 46526 members 
Mstep: Class 13 contains 44773 members 
Mstep: Class 15 contains 31881 members 
Mstep: Class 16 contains 48229 members 
Mstep: Class 17 contains 51031 members 
Mstep: Class 18 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86997936.000000 Penalty: 51828.687500
Iteration 12F: 17 clusters Score -8.699794e+07 nChanged 27898
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 4 contains 11723 members 
Mstep: Class 5 contains 46583 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 85977 members 
Mstep: Class 9 contains 40525 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 45354 members 
Mstep: Class 13 contains 43049 members 
Mstep: Class 15 contains 37017 members 
Mstep: Class 16 contains 48642 members 
Mstep: Class 17 contains 49961 members 
Mstep: Class 18 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87019176.000000 Penalty: 51828.687500
Iteration 13F: 17 clusters Score -8.701918e+07 nChanged 26346
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 46941 members 
Mstep: Class 6 contains 1853 members 
Mstep: Class 7 contains 49699 members 
Mstep: Class 8 contains 83136 members 
Mstep: Class 9 contains 39870 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 45012 members 
Mstep: Class 13 contains 41232 members 
Mstep: Class 15 contains 42737 members 
Mstep: Class 16 contains 48560 members 
Mstep: Class 17 contains 48521 members 
Mstep: Class 18 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87029456.000000 Penalty: 51828.687500
Iteration 14F: 17 clusters Score -8.702946e+07 nChanged 25720
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 12324 members 
Mstep: Class 5 contains 47088 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 50085 members 
Mstep: Class 8 contains 80127 members 
Mstep: Class 9 contains 39697 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 44494 members 
Mstep: Class 13 contains 39731 members 
Mstep: Class 15 contains 47213 members 
Mstep: Class 16 contains 48590 members 
Mstep: Class 17 contains 48028 members 
Mstep: Class 18 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87028312.000000 Penalty: 51828.687500
Iteration 15F: 17 clusters Score -8.702831e+07 nChanged 23536
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 12993 members 
Mstep: Class 5 contains 47512 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 50801 members 
Mstep: Class 8 contains 76287 members 
Mstep: Class 9 contains 40127 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 44851 members 
Mstep: Class 13 contains 40127 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 48425 members 
Mstep: Class 17 contains 47734 members 
Mstep: Class 18 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87018456.000000 Penalty: 51828.687500
Iteration 16F: 17 clusters Score -8.701846e+07 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 4 contains 13622 members 
Mstep: Class 5 contains 47860 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 51484 members 
Mstep: Class 8 contains 70742 members 
Mstep: Class 9 contains 40722 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 45338 members 
Mstep: Class 13 contains 41484 members 
Mstep: Class 15 contains 48059 members 
Mstep: Class 16 contains 48705 members 
Mstep: Class 17 contains 48881 members 
Mstep: Class 18 contains 1346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86996384.000000 Penalty: 51828.687500
Iteration 17Q: 17 clusters Score -8.699638e+07 nChanged 22837
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 1328 members 
Mstep: Class 4 contains 14065 members 
Mstep: Class 5 contains 48468 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 52268 members 
Mstep: Class 8 contains 61348 members 
Mstep: Class 9 contains 41187 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 6407 members 
Mstep: Class 12 contains 47761 members 
Mstep: Class 13 contains 43130 members 
Mstep: Class 15 contains 47624 members 
Mstep: Class 16 contains 49321 members 
Mstep: Class 17 contains 51471 members 
Mstep: Class 18 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86990936.000000 Penalty: 51828.687500
Iteration 18Q: 17 clusters Score -8.699094e+07 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 49713 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 53109 members 
Mstep: Class 8 contains 57238 members 
Mstep: Class 9 contains 41883 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 47300 members 
Mstep: Class 13 contains 44977 members 
Mstep: Class 15 contains 47239 members 
Mstep: Class 16 contains 49881 members 
Mstep: Class 17 contains 50647 members 
Mstep: Class 18 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86997720.000000 Penalty: 51828.687500
Iteration 19Q: 17 clusters Score -8.699772e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 14654 members 
Mstep: Class 5 contains 49658 members 
Mstep: Class 6 contains 3334 members 
Mstep: Class 7 contains 53932 members 
Mstep: Class 8 contains 53718 members 
Mstep: Class 9 contains 42454 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 47924 members 
Mstep: Class 13 contains 46193 members 
Mstep: Class 15 contains 47049 members 
Mstep: Class 16 contains 49710 members 
Mstep: Class 17 contains 50803 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87003000.000000 Penalty: 51828.687500
Iteration 20F: 17 clusters Score -8.7003e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 50214 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 54348 members 
Mstep: Class 8 contains 52137 members 
Mstep: Class 9 contains 43035 members 
Mstep: Class 10 contains 480 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 47475 members 
Mstep: Class 13 contains 47101 members 
Mstep: Class 15 contains 46886 members 
Mstep: Class 16 contains 49800 members 
Mstep: Class 17 contains 49963 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87008808.000000 Penalty: 51828.687500
Iteration 21Q: 17 clusters Score -8.700881e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 14945 members 
Mstep: Class 5 contains 50106 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 54762 members 
Mstep: Class 8 contains 50636 members 
Mstep: Class 9 contains 43340 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 47542 members 
Mstep: Class 13 contains 47883 members 
Mstep: Class 15 contains 46648 members 
Mstep: Class 16 contains 49778 members 
Mstep: Class 17 contains 49825 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87013120.000000 Penalty: 51828.687500
Iteration 22Q: 17 clusters Score -8.701312e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 7 contains 55022 members 
Mstep: Class 8 contains 49953 members 
Mstep: Class 9 contains 43594 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 47368 members 
Mstep: Class 13 contains 48624 members 
Mstep: Class 15 contains 46456 members 
Mstep: Class 16 contains 49757 members 
Mstep: Class 17 contains 49194 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87016632.000000 Penalty: 51828.687500
Iteration 23Q: 17 clusters Score -8.701663e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1570 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 50135 members 
Mstep: Class 6 contains 4376 members 
Mstep: Class 7 contains 55292 members 
Mstep: Class 8 contains 49168 members 
Mstep: Class 9 contains 43767 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 47306 members 
Mstep: Class 13 contains 49251 members 
Mstep: Class 15 contains 46262 members 
Mstep: Class 16 contains 49722 members 
Mstep: Class 17 contains 49016 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87019360.000000 Penalty: 51828.687500
Iteration 24Q: 17 clusters Score -8.701936e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1601 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 50103 members 
Mstep: Class 6 contains 4685 members 
Mstep: Class 7 contains 55621 members 
Mstep: Class 8 contains 48772 members 
Mstep: Class 9 contains 43920 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 47178 members 
Mstep: Class 13 contains 49842 members 
Mstep: Class 15 contains 46026 members 
Mstep: Class 16 contains 49651 members 
Mstep: Class 17 contains 48620 members 
Mstep: Class 18 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87021440.000000 Penalty: 51828.687500
Iteration 25Q: 17 clusters Score -8.702144e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 50036 members 
Mstep: Class 6 contains 4982 members 
Mstep: Class 7 contains 55875 members 
Mstep: Class 8 contains 48295 members 
Mstep: Class 9 contains 43997 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 47143 members 
Mstep: Class 13 contains 50425 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 49594 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87023720.000000 Penalty: 51828.687500
Iteration 26Q: 17 clusters Score -8.702372e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 14215 members 
Mstep: Class 5 contains 50026 members 
Mstep: Class 6 contains 5232 members 
Mstep: Class 7 contains 56072 members 
Mstep: Class 8 contains 48040 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 500 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 47094 members 
Mstep: Class 13 contains 50952 members 
Mstep: Class 15 contains 45546 members 
Mstep: Class 16 contains 49592 members 
Mstep: Class 17 contains 48197 members 
Mstep: Class 18 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87025560.000000 Penalty: 51828.687500
Iteration 27Q: 17 clusters Score -8.702556e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 13940 members 
Mstep: Class 5 contains 49993 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 56218 members 
Mstep: Class 8 contains 47745 members 
Mstep: Class 9 contains 44195 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 46985 members 
Mstep: Class 13 contains 51414 members 
Mstep: Class 15 contains 45353 members 
Mstep: Class 16 contains 49560 members 
Mstep: Class 17 contains 48132 members 
Mstep: Class 18 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87026920.000000 Penalty: 51828.687500
Iteration 28Q: 17 clusters Score -8.702692e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 13688 members 
Mstep: Class 5 contains 50011 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 56385 members 
Mstep: Class 8 contains 47520 members 
Mstep: Class 9 contains 44250 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 6607 members 
Mstep: Class 12 contains 46958 members 
Mstep: Class 13 contains 51799 members 
Mstep: Class 15 contains 45202 members 
Mstep: Class 16 contains 49531 members 
Mstep: Class 17 contains 47937 members 
Mstep: Class 18 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87027744.000000 Penalty: 51828.687500
Iteration 29Q: 17 clusters Score -8.702774e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 13435 members 
Mstep: Class 5 contains 49966 members 
Mstep: Class 6 contains 5915 members 
Mstep: Class 7 contains 56514 members 
Mstep: Class 8 contains 47364 members 
Mstep: Class 9 contains 44342 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 46825 members 
Mstep: Class 13 contains 52200 members 
Mstep: Class 15 contains 44980 members 
Mstep: Class 16 contains 49588 members 
Mstep: Class 17 contains 47796 members 
Mstep: Class 18 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87028824.000000 Penalty: 51828.687500
Iteration 30Q: 17 clusters Score -8.702882e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 49936 members 
Mstep: Class 6 contains 6136 members 
Mstep: Class 7 contains 56723 members 
Mstep: Class 8 contains 47261 members 
Mstep: Class 9 contains 44360 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 6646 members 
Mstep: Class 12 contains 46772 members 
Mstep: Class 13 contains 52596 members 
Mstep: Class 15 contains 44696 members 
Mstep: Class 16 contains 49602 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87030072.000000 Penalty: 51828.687500
Iteration 31Q: 17 clusters Score -8.703007e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 12924 members 
Mstep: Class 5 contains 49995 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 56818 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 44429 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 46713 members 
Mstep: Class 13 contains 52937 members 
Mstep: Class 15 contains 44534 members 
Mstep: Class 16 contains 49599 members 
Mstep: Class 17 contains 47474 members 
Mstep: Class 18 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87030680.000000 Penalty: 51828.687500
Iteration 32Q: 17 clusters Score -8.703068e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 12690 members 
Mstep: Class 5 contains 50020 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 56941 members 
Mstep: Class 8 contains 47100 members 
Mstep: Class 9 contains 44481 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 46592 members 
Mstep: Class 13 contains 53361 members 
Mstep: Class 15 contains 44318 members 
Mstep: Class 16 contains 49599 members 
Mstep: Class 17 contains 47248 members 
Mstep: Class 18 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87031728.000000 Penalty: 51828.687500
Iteration 33Q: 17 clusters Score -8.703173e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 12474 members 
Mstep: Class 5 contains 50046 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 57008 members 
Mstep: Class 8 contains 46899 members 
Mstep: Class 9 contains 44577 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 46552 members 
Mstep: Class 13 contains 53706 members 
Mstep: Class 15 contains 44138 members 
Mstep: Class 16 contains 49613 members 
Mstep: Class 17 contains 47190 members 
Mstep: Class 18 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87032704.000000 Penalty: 51828.687500
Iteration 34Q: 17 clusters Score -8.70327e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 50177 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 57047 members 
Mstep: Class 8 contains 46930 members 
Mstep: Class 9 contains 44630 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 6712 members 
Mstep: Class 12 contains 46405 members 
Mstep: Class 13 contains 54075 members 
Mstep: Class 15 contains 43936 members 
Mstep: Class 16 contains 49627 members 
Mstep: Class 17 contains 46956 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87033960.000000 Penalty: 51828.687500
Iteration 35Q: 17 clusters Score -8.703396e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 12108 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 57064 members 
Mstep: Class 8 contains 46823 members 
Mstep: Class 9 contains 44672 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6731 members 
Mstep: Class 12 contains 46395 members 
Mstep: Class 13 contains 54409 members 
Mstep: Class 15 contains 43784 members 
Mstep: Class 16 contains 49612 members 
Mstep: Class 17 contains 46793 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87034216.000000 Penalty: 51828.687500
Iteration 36Q: 17 clusters Score -8.703422e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 11959 members 
Mstep: Class 5 contains 50362 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 57180 members 
Mstep: Class 8 contains 46773 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 46288 members 
Mstep: Class 13 contains 54676 members 
Mstep: Class 15 contains 43611 members 
Mstep: Class 16 contains 49586 members 
Mstep: Class 17 contains 46686 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87034824.000000 Penalty: 51828.687500
Iteration 37Q: 17 clusters Score -8.703482e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 50483 members 
Mstep: Class 6 contains 7023 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 46737 members 
Mstep: Class 9 contains 44705 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 46120 members 
Mstep: Class 13 contains 54931 members 
Mstep: Class 15 contains 43462 members 
Mstep: Class 16 contains 49625 members 
Mstep: Class 17 contains 46567 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87035680.000000 Penalty: 51828.687500
Iteration 38Q: 17 clusters Score -8.703568e+07 nChanged 4135
Entering ConstructFrom: 
Score: -87035680.000000 Penalty: 51828.687500
Entering ConstructFrom: 
Trying to split cluster 2 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -230932.250000 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -230932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -228940.218750 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -228940.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229554.453125 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -229554.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -230011.578125 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -230011.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -230544.781250 Penalty: 3578.759033
	Iteration 3F: 3 clusters Score -230544.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231459.796875 Penalty: 3578.759033
	Iteration 4F: 3 clusters Score -231459.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -232152.515625 Penalty: 3578.759033
	Iteration 5F: 3 clusters Score -232152.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232249.609375 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -232249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -232282.562500 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -232282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -232290.562500 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -232290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -232293.515625 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -232293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232295.218750 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -232295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -232295.218750 Penalty: 3578.759033
	Iteration 11F: 3 clusters Score -232295.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 50511 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
Score: -87035936.000000 Penalty: 55067.980469
Splitting cluster 2 changes total score from -87035680.000000 to -87035936.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -264884.625000 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -264884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -263157.343750 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -263157.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -265197.250000 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -265197.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -266724.656250 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -266724.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -267948.781250 Penalty: 3695.527832
	Iteration 3F: 3 clusters Score -267948.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -268919.718750 Penalty: 3695.527832
	Iteration 4F: 3 clusters Score -268919.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269097.812500 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -269097.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -269133.062500 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -269133.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269154.000000 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -269154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269165.062500 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -269165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -269173.125000 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -269173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269174.156250 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -269174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269180.156250 Penalty: 3695.527832
	Iteration 11F: 3 clusters Score -269180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269190.187500 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -269190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269196.500000 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -269196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -269197.343750 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -269197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -269197.343750 Penalty: 3695.527832
	Iteration 15F: 3 clusters Score -269197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 50511 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Entering Unmasked Estep 
Score: -87038736.000000 Penalty: 58307.273438
Splitting cluster 3 changes total score from -87035680.000000 to -87038736.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (11716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Entering Unmasked Estep 
Score: -2127856.750000 Penalty: 2323.440186
	Iteration 0F: 2 clusters Score -2127857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2119212.000000 Penalty: 4646.880371
	Iteration 0F: 3 clusters Score -2119212 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2122651.250000 Penalty: 4646.880371
	Iteration 1F: 3 clusters Score -2122651 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2123224.750000 Penalty: 4646.880371
	Iteration 2F: 3 clusters Score -2123225 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2123541.500000 Penalty: 4646.880371
	Iteration 3F: 3 clusters Score -2123542 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2123747.250000 Penalty: 4646.880371
	Iteration 4Q: 3 clusters Score -2123747 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2123912.750000 Penalty: 4646.880371
	Iteration 5Q: 3 clusters Score -2123913 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2124057.000000 Penalty: 4646.880371
	Iteration 6Q: 3 clusters Score -2124057 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2124202.000000 Penalty: 4646.880371
	Iteration 7Q: 3 clusters Score -2124202 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2124369.000000 Penalty: 4646.880371
	Iteration 8Q: 3 clusters Score -2124369 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2124598.500000 Penalty: 4646.880371
	Iteration 9Q: 3 clusters Score -2124598 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2124941.000000 Penalty: 4646.880371
	Iteration 10Q: 3 clusters Score -2124941 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2125406.500000 Penalty: 4646.880371
	Iteration 11Q: 3 clusters Score -2125406 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2125905.500000 Penalty: 4646.880371
	Iteration 12F: 3 clusters Score -2125906 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2126383.500000 Penalty: 4646.880371
	Iteration 13Q: 3 clusters Score -2126384 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2126827.250000 Penalty: 4646.880371
	Iteration 14Q: 3 clusters Score -2126827 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2127116.000000 Penalty: 4646.880371
	Iteration 15Q: 3 clusters Score -2127116 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2127298.250000 Penalty: 4646.880371
	Iteration 16Q: 3 clusters Score -2127298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2127438.750000 Penalty: 4646.880371
	Iteration 17Q: 3 clusters Score -2127439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2127534.750000 Penalty: 4646.880371
	Iteration 18Q: 3 clusters Score -2127535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2127606.750000 Penalty: 4646.880371
	Iteration 19Q: 3 clusters Score -2127607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2127659.250000 Penalty: 4646.880371
	Iteration 20F: 3 clusters Score -2127659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2127673.000000 Penalty: 4646.880371
	Iteration 21Q: 3 clusters Score -2127673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2127682.750000 Penalty: 4646.880371
	Iteration 22Q: 3 clusters Score -2127683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2127687.250000 Penalty: 4646.880371
	Iteration 23Q: 3 clusters Score -2127687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2127687.250000 Penalty: 4646.880371
	Iteration 24Q: 3 clusters Score -2127687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2127688.750000 Penalty: 4646.880371
	Iteration 25Q: 3 clusters Score -2127689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2127688.750000 Penalty: 4646.880371
	Iteration 26F: 3 clusters Score -2127689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Entering Unmasked Estep 
Score: -9331934.000000 Penalty: 2685.826660
	Iteration 0F: 2 clusters Score -9331934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -9320075.000000 Penalty: 5371.653320
	Iteration 0F: 3 clusters Score -9320075 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -9333005.000000 Penalty: 5371.653320
	Iteration 1F: 3 clusters Score -9333005 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9333687.000000 Penalty: 5371.653320
	Iteration 2F: 3 clusters Score -9333687 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -9334501.000000 Penalty: 5371.653320
	Iteration 3Q: 3 clusters Score -9334501 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -9335380.000000 Penalty: 5371.653320
	Iteration 4Q: 3 clusters Score -9335380 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -9336559.000000 Penalty: 5371.653320
	Iteration 5Q: 3 clusters Score -9336559 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9338050.000000 Penalty: 5371.653320
	Iteration 6F: 3 clusters Score -9338050 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -9339971.000000 Penalty: 5371.653320
	Iteration 7F: 3 clusters Score -9339971 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -9341828.000000 Penalty: 5371.653320
	Iteration 8F: 3 clusters Score -9341828 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -9342834.000000 Penalty: 5371.653320
	Iteration 9Q: 3 clusters Score -9342834 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -9343234.000000 Penalty: 5371.653320
	Iteration 10Q: 3 clusters Score -9343234 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -9343386.000000 Penalty: 5371.653320
	Iteration 11Q: 3 clusters Score -9343386 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -9343569.000000 Penalty: 5371.653320
	Iteration 12Q: 3 clusters Score -9343569 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9343651.000000 Penalty: 5371.653320
	Iteration 13Q: 3 clusters Score -9343651 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -9343745.000000 Penalty: 5371.653320
	Iteration 14Q: 3 clusters Score -9343745 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -9343835.000000 Penalty: 5371.653320
	Iteration 15Q: 3 clusters Score -9343835 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9343938.000000 Penalty: 5371.653320
	Iteration 16Q: 3 clusters Score -9343938 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -9344036.000000 Penalty: 5371.653320
	Iteration 17Q: 3 clusters Score -9344036 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -9344058.000000 Penalty: 5371.653320
	Iteration 18Q: 3 clusters Score -9344058 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -9344120.000000 Penalty: 5371.653320
	Iteration 19Q: 3 clusters Score -9344120 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -9344171.000000 Penalty: 5371.653320
	Iteration 20F: 3 clusters Score -9344171 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -9344267.000000 Penalty: 5371.653320
	Iteration 21Q: 3 clusters Score -9344267 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -9344318.000000 Penalty: 5371.653320
	Iteration 22Q: 3 clusters Score -9344318 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -9344369.000000 Penalty: 5371.653320
	Iteration 23Q: 3 clusters Score -9344369 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -9344407.000000 Penalty: 5371.653320
	Iteration 24Q: 3 clusters Score -9344407 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -9344447.000000 Penalty: 5371.653320
	Iteration 25Q: 3 clusters Score -9344447 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -9344456.000000 Penalty: 5371.653320
	Iteration 26Q: 3 clusters Score -9344456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9344504.000000 Penalty: 5371.653320
	Iteration 27Q: 3 clusters Score -9344504 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -9344511.000000 Penalty: 5371.653320
	Iteration 28Q: 3 clusters Score -9344511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -9344556.000000 Penalty: 5371.653320
	Iteration 29Q: 3 clusters Score -9344556 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -9344590.000000 Penalty: 5371.653320
	Iteration 30Q: 3 clusters Score -9344590 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9344596.000000 Penalty: 5371.653320
	Iteration 31Q: 3 clusters Score -9344596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -9344608.000000 Penalty: 5371.653320
	Iteration 32Q: 3 clusters Score -9344608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -9344615.000000 Penalty: 5371.653320
	Iteration 33Q: 3 clusters Score -9344615 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -9344641.000000 Penalty: 5371.653320
	Iteration 34Q: 3 clusters Score -9344641 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9344658.000000 Penalty: 5371.653320
	Iteration 35Q: 3 clusters Score -9344658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -9344665.000000 Penalty: 5371.653320
	Iteration 36Q: 3 clusters Score -9344665 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -9344699.000000 Penalty: 5371.653320
	Iteration 37Q: 3 clusters Score -9344699 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -9344714.000000 Penalty: 5371.653320
	Iteration 38Q: 3 clusters Score -9344714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9344703.000000 Penalty: 5371.653320
	Iteration 39Q: 3 clusters Score -9344703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -9344721.000000 Penalty: 5371.653320
	Iteration 40F: 3 clusters Score -9344721 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9344727.000000 Penalty: 5371.653320
	Iteration 41Q: 3 clusters Score -9344727 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -9344730.000000 Penalty: 5371.653320
	Iteration 42Q: 3 clusters Score -9344730 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9344778.000000 Penalty: 5371.653320
	Iteration 43Q: 3 clusters Score -9344778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -9344774.000000 Penalty: 5371.653320
	Iteration 44Q: 3 clusters Score -9344774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -9344789.000000 Penalty: 5371.653320
	Iteration 45Q: 3 clusters Score -9344789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -9344778.000000 Penalty: 5371.653320
	Iteration 46Q: 3 clusters Score -9344778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -9344792.000000 Penalty: 5371.653320
	Iteration 47Q: 3 clusters Score -9344792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -9344766.000000 Penalty: 5371.653320
	Iteration 48Q: 3 clusters Score -9344766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -9344792.000000 Penalty: 5371.653320
	Iteration 49Q: 3 clusters Score -9344792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9344780.000000 Penalty: 5371.653320
	Iteration 50Q: 3 clusters Score -9344780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -9344803.000000 Penalty: 5371.653320
	Iteration 51Q: 3 clusters Score -9344803 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -9344812.000000 Penalty: 5371.653320
	Iteration 52Q: 3 clusters Score -9344812 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -9344827.000000 Penalty: 5371.653320
	Iteration 53Q: 3 clusters Score -9344827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -9344836.000000 Penalty: 5371.653320
	Iteration 54Q: 3 clusters Score -9344836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9344837.000000 Penalty: 5371.653320
	Iteration 55Q: 3 clusters Score -9344837 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -9344857.000000 Penalty: 5371.653320
	Iteration 56Q: 3 clusters Score -9344857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -9344862.000000 Penalty: 5371.653320
	Iteration 57Q: 3 clusters Score -9344862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -9344868.000000 Penalty: 5371.653320
	Iteration 58Q: 3 clusters Score -9344868 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -9344871.000000 Penalty: 5371.653320
	Iteration 59Q: 3 clusters Score -9344871 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -9344886.000000 Penalty: 5371.653320
	Iteration 60F: 3 clusters Score -9344886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -9344905.000000 Penalty: 5371.653320
	Iteration 61Q: 3 clusters Score -9344905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9344914.000000 Penalty: 5371.653320
	Iteration 62Q: 3 clusters Score -9344914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -9344900.000000 Penalty: 5371.653320
	Iteration 63Q: 3 clusters Score -9344900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -9344922.000000 Penalty: 5371.653320
	Iteration 64Q: 3 clusters Score -9344922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5371.653320
	Iteration 65Q: 3 clusters Score -9344944 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -9344975.000000 Penalty: 5371.653320
	Iteration 66Q: 3 clusters Score -9344975 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -9344968.000000 Penalty: 5371.653320
	Iteration 67Q: 3 clusters Score -9344968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9344964.000000 Penalty: 5371.653320
	Iteration 68Q: 3 clusters Score -9344964 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -9344941.000000 Penalty: 5371.653320
	Iteration 69Q: 3 clusters Score -9344941 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 70Q: 3 clusters Score -9344943 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9344971.000000 Penalty: 5371.653320
	Iteration 71Q: 3 clusters Score -9344971 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -9344985.000000 Penalty: 5371.653320
	Iteration 72Q: 3 clusters Score -9344985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -9344966.000000 Penalty: 5371.653320
	Iteration 73Q: 3 clusters Score -9344966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -9344963.000000 Penalty: 5371.653320
	Iteration 74Q: 3 clusters Score -9344963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -9344982.000000 Penalty: 5371.653320
	Iteration 75Q: 3 clusters Score -9344982 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -9345000.000000 Penalty: 5371.653320
	Iteration 76Q: 3 clusters Score -9345000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -9345010.000000 Penalty: 5371.653320
	Iteration 77Q: 3 clusters Score -9345010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -9345017.000000 Penalty: 5371.653320
	Iteration 78Q: 3 clusters Score -9345017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -9344995.000000 Penalty: 5371.653320
	Iteration 79Q: 3 clusters Score -9344995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9344972.000000 Penalty: 5371.653320
	Iteration 80F: 3 clusters Score -9344972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -9344968.000000 Penalty: 5371.653320
	Iteration 81Q: 3 clusters Score -9344968 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -9344960.000000 Penalty: 5371.653320
	Iteration 82Q: 3 clusters Score -9344960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5371.653320
	Iteration 83Q: 3 clusters Score -9344949 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5371.653320
	Iteration 84Q: 3 clusters Score -9344947 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -9344968.000000 Penalty: 5371.653320
	Iteration 85Q: 3 clusters Score -9344968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -9344966.000000 Penalty: 5371.653320
	Iteration 86Q: 3 clusters Score -9344966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -9344967.000000 Penalty: 5371.653320
	Iteration 87Q: 3 clusters Score -9344967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -9344953.000000 Penalty: 5371.653320
	Iteration 88Q: 3 clusters Score -9344953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9344956.000000 Penalty: 5371.653320
	Iteration 89Q: 3 clusters Score -9344956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9344948.000000 Penalty: 5371.653320
	Iteration 90Q: 3 clusters Score -9344948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -9344936.000000 Penalty: 5371.653320
	Iteration 91Q: 3 clusters Score -9344936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9344939.000000 Penalty: 5371.653320
	Iteration 92Q: 3 clusters Score -9344939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9344922.000000 Penalty: 5371.653320
	Iteration 93Q: 3 clusters Score -9344922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 94Q: 3 clusters Score -9344930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -9344922.000000 Penalty: 5371.653320
	Iteration 95Q: 3 clusters Score -9344922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 96Q: 3 clusters Score -9344935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5371.653320
	Iteration 97Q: 3 clusters Score -9344947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 98Q: 3 clusters Score -9344940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -9344950.000000 Penalty: 5371.653320
	Iteration 99Q: 3 clusters Score -9344950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5371.653320
	Iteration 100F: 3 clusters Score -9344947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 101Q: 3 clusters Score -9344940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -9344928.000000 Penalty: 5371.653320
	Iteration 102Q: 3 clusters Score -9344928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 103Q: 3 clusters Score -9344930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -9344916.000000 Penalty: 5371.653320
	Iteration 104Q: 3 clusters Score -9344916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -9344914.000000 Penalty: 5371.653320
	Iteration 105Q: 3 clusters Score -9344914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -9344929.000000 Penalty: 5371.653320
	Iteration 106Q: 3 clusters Score -9344929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 107Q: 3 clusters Score -9344937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 108Q: 3 clusters Score -9344930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -9344932.000000 Penalty: 5371.653320
	Iteration 109Q: 3 clusters Score -9344932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9344932.000000 Penalty: 5371.653320
	Iteration 110Q: 3 clusters Score -9344932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -9344938.000000 Penalty: 5371.653320
	Iteration 111Q: 3 clusters Score -9344938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 112Q: 3 clusters Score -9344937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 113Q: 3 clusters Score -9344940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 114Q: 3 clusters Score -9344943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9344948.000000 Penalty: 5371.653320
	Iteration 115Q: 3 clusters Score -9344948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -9344954.000000 Penalty: 5371.653320
	Iteration 116Q: 3 clusters Score -9344954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -9344952.000000 Penalty: 5371.653320
	Iteration 117Q: 3 clusters Score -9344952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -9344955.000000 Penalty: 5371.653320
	Iteration 118Q: 3 clusters Score -9344955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9344941.000000 Penalty: 5371.653320
	Iteration 119Q: 3 clusters Score -9344941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -9344959.000000 Penalty: 5371.653320
	Iteration 120F: 3 clusters Score -9344959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -9344951.000000 Penalty: 5371.653320
	Iteration 121Q: 3 clusters Score -9344951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -9344948.000000 Penalty: 5371.653320
	Iteration 122Q: 3 clusters Score -9344948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9344957.000000 Penalty: 5371.653320
	Iteration 123Q: 3 clusters Score -9344957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9344951.000000 Penalty: 5371.653320
	Iteration 124Q: 3 clusters Score -9344951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5371.653320
	Iteration 125Q: 3 clusters Score -9344947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -9344941.000000 Penalty: 5371.653320
	Iteration 126Q: 3 clusters Score -9344941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5371.653320
	Iteration 127Q: 3 clusters Score -9344944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -9344938.000000 Penalty: 5371.653320
	Iteration 128Q: 3 clusters Score -9344938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9344959.000000 Penalty: 5371.653320
	Iteration 129Q: 3 clusters Score -9344959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5371.653320
	Iteration 130Q: 3 clusters Score -9344949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -9344933.000000 Penalty: 5371.653320
	Iteration 131Q: 3 clusters Score -9344933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5371.653320
	Iteration 132Q: 3 clusters Score -9344949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 133Q: 3 clusters Score -9344935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -9344941.000000 Penalty: 5371.653320
	Iteration 134Q: 3 clusters Score -9344941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9344933.000000 Penalty: 5371.653320
	Iteration 135Q: 3 clusters Score -9344933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -9344942.000000 Penalty: 5371.653320
	Iteration 136Q: 3 clusters Score -9344942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -9344945.000000 Penalty: 5371.653320
	Iteration 137Q: 3 clusters Score -9344945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -9344942.000000 Penalty: 5371.653320
	Iteration 138Q: 3 clusters Score -9344942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -9344947.000000 Penalty: 5371.653320
	Iteration 139Q: 3 clusters Score -9344947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5371.653320
	Iteration 140F: 3 clusters Score -9344944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 141Q: 3 clusters Score -9344943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -9344928.000000 Penalty: 5371.653320
	Iteration 142Q: 3 clusters Score -9344928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 143Q: 3 clusters Score -9344940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -9344928.000000 Penalty: 5371.653320
	Iteration 144Q: 3 clusters Score -9344928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -9344954.000000 Penalty: 5371.653320
	Iteration 145Q: 3 clusters Score -9344954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -9344956.000000 Penalty: 5371.653320
	Iteration 146Q: 3 clusters Score -9344956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9344951.000000 Penalty: 5371.653320
	Iteration 147Q: 3 clusters Score -9344951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -9344944.000000 Penalty: 5371.653320
	Iteration 148Q: 3 clusters Score -9344944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -9344939.000000 Penalty: 5371.653320
	Iteration 149Q: 3 clusters Score -9344939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9344942.000000 Penalty: 5371.653320
	Iteration 150Q: 3 clusters Score -9344942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 151Q: 3 clusters Score -9344937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9344946.000000 Penalty: 5371.653320
	Iteration 152Q: 3 clusters Score -9344946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9344931.000000 Penalty: 5371.653320
	Iteration 153Q: 3 clusters Score -9344931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -9344925.000000 Penalty: 5371.653320
	Iteration 154Q: 3 clusters Score -9344925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9344927.000000 Penalty: 5371.653320
	Iteration 155Q: 3 clusters Score -9344927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9344928.000000 Penalty: 5371.653320
	Iteration 156Q: 3 clusters Score -9344928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9344932.000000 Penalty: 5371.653320
	Iteration 157Q: 3 clusters Score -9344932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -9344934.000000 Penalty: 5371.653320
	Iteration 158Q: 3 clusters Score -9344934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 159Q: 3 clusters Score -9344930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -9344911.000000 Penalty: 5371.653320
	Iteration 160F: 3 clusters Score -9344911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9344919.000000 Penalty: 5371.653320
	Iteration 161Q: 3 clusters Score -9344919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9344921.000000 Penalty: 5371.653320
	Iteration 162Q: 3 clusters Score -9344921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -9344917.000000 Penalty: 5371.653320
	Iteration 163Q: 3 clusters Score -9344917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -9344913.000000 Penalty: 5371.653320
	Iteration 164Q: 3 clusters Score -9344913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9344917.000000 Penalty: 5371.653320
	Iteration 165Q: 3 clusters Score -9344917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9344915.000000 Penalty: 5371.653320
	Iteration 166Q: 3 clusters Score -9344915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -9344909.000000 Penalty: 5371.653320
	Iteration 167Q: 3 clusters Score -9344909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -9344916.000000 Penalty: 5371.653320
	Iteration 168Q: 3 clusters Score -9344916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9344905.000000 Penalty: 5371.653320
	Iteration 169Q: 3 clusters Score -9344905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -9344897.000000 Penalty: 5371.653320
	Iteration 170Q: 3 clusters Score -9344897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -9344914.000000 Penalty: 5371.653320
	Iteration 171Q: 3 clusters Score -9344914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -9344927.000000 Penalty: 5371.653320
	Iteration 172Q: 3 clusters Score -9344927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9344916.000000 Penalty: 5371.653320
	Iteration 173Q: 3 clusters Score -9344916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -9344936.000000 Penalty: 5371.653320
	Iteration 174Q: 3 clusters Score -9344936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -9344922.000000 Penalty: 5371.653320
	Iteration 175Q: 3 clusters Score -9344922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -9344936.000000 Penalty: 5371.653320
	Iteration 176Q: 3 clusters Score -9344936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 177Q: 3 clusters Score -9344930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -9344928.000000 Penalty: 5371.653320
	Iteration 178Q: 3 clusters Score -9344928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 179Q: 3 clusters Score -9344943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -9344952.000000 Penalty: 5371.653320
	Iteration 180F: 3 clusters Score -9344952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9344946.000000 Penalty: 5371.653320
	Iteration 181Q: 3 clusters Score -9344946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -9344954.000000 Penalty: 5371.653320
	Iteration 182Q: 3 clusters Score -9344954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -9344948.000000 Penalty: 5371.653320
	Iteration 183Q: 3 clusters Score -9344948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9344952.000000 Penalty: 5371.653320
	Iteration 184Q: 3 clusters Score -9344952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5371.653320
	Iteration 185Q: 3 clusters Score -9344949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 186Q: 3 clusters Score -9344940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5371.653320
	Iteration 187Q: 3 clusters Score -9344949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -9344952.000000 Penalty: 5371.653320
	Iteration 188Q: 3 clusters Score -9344952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -9344952.000000 Penalty: 5371.653320
	Iteration 189Q: 3 clusters Score -9344952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 190Q: 3 clusters Score -9344937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -9344936.000000 Penalty: 5371.653320
	Iteration 191Q: 3 clusters Score -9344936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 192Q: 3 clusters Score -9344937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -9344924.000000 Penalty: 5371.653320
	Iteration 193Q: 3 clusters Score -9344924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9344930.000000 Penalty: 5371.653320
	Iteration 194Q: 3 clusters Score -9344930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 195Q: 3 clusters Score -9344935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 196Q: 3 clusters Score -9344935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9344950.000000 Penalty: 5371.653320
	Iteration 197Q: 3 clusters Score -9344950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 198Q: 3 clusters Score -9344935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9344934.000000 Penalty: 5371.653320
	Iteration 199Q: 3 clusters Score -9344934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -9344934.000000 Penalty: 5371.653320
	Iteration 200F: 3 clusters Score -9344934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -9344923.000000 Penalty: 5371.653320
	Iteration 201Q: 3 clusters Score -9344923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -9344936.000000 Penalty: 5371.653320
	Iteration 202Q: 3 clusters Score -9344936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -9344921.000000 Penalty: 5371.653320
	Iteration 203Q: 3 clusters Score -9344921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -9344924.000000 Penalty: 5371.653320
	Iteration 204Q: 3 clusters Score -9344924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 5371.653320
	Iteration 205Q: 3 clusters Score -9344937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -9344927.000000 Penalty: 5371.653320
	Iteration 206Q: 3 clusters Score -9344927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9344940.000000 Penalty: 5371.653320
	Iteration 207Q: 3 clusters Score -9344940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9344926.000000 Penalty: 5371.653320
	Iteration 208Q: 3 clusters Score -9344926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9344915.000000 Penalty: 5371.653320
	Iteration 209Q: 3 clusters Score -9344915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9344927.000000 Penalty: 5371.653320
	Iteration 210Q: 3 clusters Score -9344927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -9344939.000000 Penalty: 5371.653320
	Iteration 211Q: 3 clusters Score -9344939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9344923.000000 Penalty: 5371.653320
	Iteration 212Q: 3 clusters Score -9344923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -9344933.000000 Penalty: 5371.653320
	Iteration 213Q: 3 clusters Score -9344933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -9344922.000000 Penalty: 5371.653320
	Iteration 214Q: 3 clusters Score -9344922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -9344906.000000 Penalty: 5371.653320
	Iteration 215Q: 3 clusters Score -9344906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9344903.000000 Penalty: 5371.653320
	Iteration 216Q: 3 clusters Score -9344903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -9344913.000000 Penalty: 5371.653320
	Iteration 217Q: 3 clusters Score -9344913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -9344925.000000 Penalty: 5371.653320
	Iteration 218Q: 3 clusters Score -9344925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -9344935.000000 Penalty: 5371.653320
	Iteration 219Q: 3 clusters Score -9344935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -9344942.000000 Penalty: 5371.653320
	Iteration 220F: 3 clusters Score -9344942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -9344950.000000 Penalty: 5371.653320
	Iteration 221Q: 3 clusters Score -9344950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9344951.000000 Penalty: 5371.653320
	Iteration 222Q: 3 clusters Score -9344951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 223Q: 3 clusters Score -9344943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 224Q: 3 clusters Score -9344943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -9344943.000000 Penalty: 5371.653320
	Iteration 225F: 3 clusters Score -9344943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 7079 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Entering Unmasked Estep 
Score: -87051160.000000 Penalty: 61546.566406
Splitting cluster 5 changes total score from -87035680.000000 to -87051160.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (7079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Entering Unmasked Estep 
Score: -1226302.125000 Penalty: 2198.492188
	Iteration 0F: 2 clusters Score -1226302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1220537.000000 Penalty: 4396.984375
	Iteration 0F: 3 clusters Score -1220537 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1222475.625000 Penalty: 4396.984375
	Iteration 1F: 3 clusters Score -1222476 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1223100.000000 Penalty: 4396.984375
	Iteration 2F: 3 clusters Score -1223100 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1223633.375000 Penalty: 4396.984375
	Iteration 3F: 3 clusters Score -1223633 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1224114.750000 Penalty: 4396.984375
	Iteration 4F: 3 clusters Score -1224115 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1224468.000000 Penalty: 4396.984375
	Iteration 5F: 3 clusters Score -1224468 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1224761.750000 Penalty: 4396.984375
	Iteration 6Q: 3 clusters Score -1224762 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1224991.000000 Penalty: 4396.984375
	Iteration 7Q: 3 clusters Score -1224991 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1225172.375000 Penalty: 4396.984375
	Iteration 8Q: 3 clusters Score -1225172 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1225297.625000 Penalty: 4396.984375
	Iteration 9Q: 3 clusters Score -1225298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1225401.750000 Penalty: 4396.984375
	Iteration 10Q: 3 clusters Score -1225402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1225478.625000 Penalty: 4396.984375
	Iteration 11Q: 3 clusters Score -1225479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1225528.375000 Penalty: 4396.984375
	Iteration 12Q: 3 clusters Score -1225528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1225575.750000 Penalty: 4396.984375
	Iteration 13Q: 3 clusters Score -1225576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1225605.500000 Penalty: 4396.984375
	Iteration 14Q: 3 clusters Score -1225606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1225626.750000 Penalty: 4396.984375
	Iteration 15Q: 3 clusters Score -1225627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1225646.000000 Penalty: 4396.984375
	Iteration 16Q: 3 clusters Score -1225646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1225663.875000 Penalty: 4396.984375
	Iteration 17Q: 3 clusters Score -1225664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1225677.500000 Penalty: 4396.984375
	Iteration 18Q: 3 clusters Score -1225678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1225692.250000 Penalty: 4396.984375
	Iteration 19Q: 3 clusters Score -1225692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1225713.250000 Penalty: 4396.984375
	Iteration 20F: 3 clusters Score -1225713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1225730.000000 Penalty: 4396.984375
	Iteration 21Q: 3 clusters Score -1225730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1225748.750000 Penalty: 4396.984375
	Iteration 22Q: 3 clusters Score -1225749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1225768.875000 Penalty: 4396.984375
	Iteration 23Q: 3 clusters Score -1225769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1225787.750000 Penalty: 4396.984375
	Iteration 24Q: 3 clusters Score -1225788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1225808.750000 Penalty: 4396.984375
	Iteration 25Q: 3 clusters Score -1225809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1225829.875000 Penalty: 4396.984375
	Iteration 26Q: 3 clusters Score -1225830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1225868.000000 Penalty: 4396.984375
	Iteration 27Q: 3 clusters Score -1225868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1225924.000000 Penalty: 4396.984375
	Iteration 28Q: 3 clusters Score -1225924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1226014.250000 Penalty: 4396.984375
	Iteration 29Q: 3 clusters Score -1226014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1226121.375000 Penalty: 4396.984375
	Iteration 30Q: 3 clusters Score -1226121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1226219.000000 Penalty: 4396.984375
	Iteration 31Q: 3 clusters Score -1226219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1226297.500000 Penalty: 4396.984375
	Iteration 32Q: 3 clusters Score -1226298 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1226357.750000 Penalty: 4396.984375
	Iteration 33Q: 3 clusters Score -1226358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1226421.750000 Penalty: 4396.984375
	Iteration 34Q: 3 clusters Score -1226422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1226476.125000 Penalty: 4396.984375
	Iteration 35Q: 3 clusters Score -1226476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1226517.000000 Penalty: 4396.984375
	Iteration 36Q: 3 clusters Score -1226517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1226540.375000 Penalty: 4396.984375
	Iteration 37Q: 3 clusters Score -1226540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1226553.000000 Penalty: 4396.984375
	Iteration 38Q: 3 clusters Score -1226553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1226570.250000 Penalty: 4396.984375
	Iteration 39Q: 3 clusters Score -1226570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1226593.250000 Penalty: 4396.984375
	Iteration 40F: 3 clusters Score -1226593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1226626.875000 Penalty: 4396.984375
	Iteration 41Q: 3 clusters Score -1226627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1226654.750000 Penalty: 4396.984375
	Iteration 42Q: 3 clusters Score -1226655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1226686.500000 Penalty: 4396.984375
	Iteration 43Q: 3 clusters Score -1226686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1226714.500000 Penalty: 4396.984375
	Iteration 44Q: 3 clusters Score -1226714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1226729.875000 Penalty: 4396.984375
	Iteration 45Q: 3 clusters Score -1226730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1226748.500000 Penalty: 4396.984375
	Iteration 46Q: 3 clusters Score -1226748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1226759.375000 Penalty: 4396.984375
	Iteration 47Q: 3 clusters Score -1226759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1226776.000000 Penalty: 4396.984375
	Iteration 48Q: 3 clusters Score -1226776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1226790.000000 Penalty: 4396.984375
	Iteration 49Q: 3 clusters Score -1226790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1226812.500000 Penalty: 4396.984375
	Iteration 50Q: 3 clusters Score -1226812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1226847.625000 Penalty: 4396.984375
	Iteration 51Q: 3 clusters Score -1226848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1226884.250000 Penalty: 4396.984375
	Iteration 52Q: 3 clusters Score -1226884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1226901.625000 Penalty: 4396.984375
	Iteration 53Q: 3 clusters Score -1226902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1226910.750000 Penalty: 4396.984375
	Iteration 54Q: 3 clusters Score -1226911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1226921.125000 Penalty: 4396.984375
	Iteration 55Q: 3 clusters Score -1226921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1226923.250000 Penalty: 4396.984375
	Iteration 56Q: 3 clusters Score -1226923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1226930.375000 Penalty: 4396.984375
	Iteration 57Q: 3 clusters Score -1226930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1226937.250000 Penalty: 4396.984375
	Iteration 58Q: 3 clusters Score -1226937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1226938.000000 Penalty: 4396.984375
	Iteration 59Q: 3 clusters Score -1226938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1226937.625000 Penalty: 4396.984375
	Iteration 60F: 3 clusters Score -1226938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1226939.000000 Penalty: 4396.984375
	Iteration 61Q: 3 clusters Score -1226939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1226939.000000 Penalty: 4396.984375
	Iteration 62F: 3 clusters Score -1226939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 46690 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Entering Unmasked Estep 
Score: -87050752.000000 Penalty: 64785.859375
Splitting cluster 6 changes total score from -87035680.000000 to -87050752.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (57385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Entering Unmasked Estep 
Score: -10208725.000000 Penalty: 2717.469482
	Iteration 0F: 2 clusters Score -1.020872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -10191912.000000 Penalty: 5434.938965
	Iteration 0F: 3 clusters Score -1.019191e+07 nChanged 26658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -10206395.000000 Penalty: 5434.938965
	Iteration 1F: 3 clusters Score -1.02064e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -10206851.000000 Penalty: 5434.938965
	Iteration 2Q: 3 clusters Score -1.020685e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -10207337.000000 Penalty: 5434.938965
	Iteration 3Q: 3 clusters Score -1.020734e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -10207769.000000 Penalty: 5434.938965
	Iteration 4Q: 3 clusters Score -1.020777e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -10208333.000000 Penalty: 5434.938965
	Iteration 5Q: 3 clusters Score -1.020833e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -10208920.000000 Penalty: 5434.938965
	Iteration 6Q: 3 clusters Score -1.020892e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -10209759.000000 Penalty: 5434.938965
	Iteration 7Q: 3 clusters Score -1.020976e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -10211084.000000 Penalty: 5434.938965
	Iteration 8Q: 3 clusters Score -1.021108e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -10212448.000000 Penalty: 5434.938965
	Iteration 9F: 3 clusters Score -1.021245e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -10212367.000000 Penalty: 5434.938965
	Iteration 10F: 3 clusters Score -1.021237e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -10211169.000000 Penalty: 5434.938965
	Iteration 11F: 3 clusters Score -1.021117e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -10209905.000000 Penalty: 5434.938965
	Iteration 12F: 3 clusters Score -1.02099e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -10209241.000000 Penalty: 5434.938965
	Iteration 13Q: 3 clusters Score -1.020924e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -10208866.000000 Penalty: 5434.938965
	Iteration 14Q: 3 clusters Score -1.020887e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10208591.000000 Penalty: 5434.938965
	Iteration 15Q: 3 clusters Score -1.020859e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -10208334.000000 Penalty: 5434.938965
	Iteration 16Q: 3 clusters Score -1.020833e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -10208138.000000 Penalty: 5434.938965
	Iteration 17Q: 3 clusters Score -1.020814e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -10208049.000000 Penalty: 5434.938965
	Iteration 18Q: 3 clusters Score -1.020805e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -10208006.000000 Penalty: 5434.938965
	Iteration 19Q: 3 clusters Score -1.020801e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -10208024.000000 Penalty: 5434.938965
	Iteration 20F: 3 clusters Score -1.020802e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10207942.000000 Penalty: 5434.938965
	Iteration 21Q: 3 clusters Score -1.020794e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -10207927.000000 Penalty: 5434.938965
	Iteration 22Q: 3 clusters Score -1.020793e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10207828.000000 Penalty: 5434.938965
	Iteration 23Q: 3 clusters Score -1.020783e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10207807.000000 Penalty: 5434.938965
	Iteration 24Q: 3 clusters Score -1.020781e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10207728.000000 Penalty: 5434.938965
	Iteration 25Q: 3 clusters Score -1.020773e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10207703.000000 Penalty: 5434.938965
	Iteration 26Q: 3 clusters Score -1.02077e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10207714.000000 Penalty: 5434.938965
	Iteration 27Q: 3 clusters Score -1.020771e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10207681.000000 Penalty: 5434.938965
	Iteration 28Q: 3 clusters Score -1.020768e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -10207664.000000 Penalty: 5434.938965
	Iteration 29Q: 3 clusters Score -1.020766e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -10207633.000000 Penalty: 5434.938965
	Iteration 30Q: 3 clusters Score -1.020763e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10207611.000000 Penalty: 5434.938965
	Iteration 31Q: 3 clusters Score -1.020761e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10207622.000000 Penalty: 5434.938965
	Iteration 32Q: 3 clusters Score -1.020762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10207642.000000 Penalty: 5434.938965
	Iteration 33Q: 3 clusters Score -1.020764e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10207655.000000 Penalty: 5434.938965
	Iteration 34Q: 3 clusters Score -1.020766e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10207673.000000 Penalty: 5434.938965
	Iteration 35Q: 3 clusters Score -1.020767e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10207693.000000 Penalty: 5434.938965
	Iteration 36Q: 3 clusters Score -1.020769e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10207692.000000 Penalty: 5434.938965
	Iteration 37Q: 3 clusters Score -1.020769e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -10207677.000000 Penalty: 5434.938965
	Iteration 38Q: 3 clusters Score -1.020768e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10207685.000000 Penalty: 5434.938965
	Iteration 39Q: 3 clusters Score -1.020768e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10207668.000000 Penalty: 5434.938965
	Iteration 40F: 3 clusters Score -1.020767e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10207641.000000 Penalty: 5434.938965
	Iteration 41Q: 3 clusters Score -1.020764e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10207658.000000 Penalty: 5434.938965
	Iteration 42Q: 3 clusters Score -1.020766e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10207671.000000 Penalty: 5434.938965
	Iteration 43Q: 3 clusters Score -1.020767e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10207659.000000 Penalty: 5434.938965
	Iteration 44Q: 3 clusters Score -1.020766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10207668.000000 Penalty: 5434.938965
	Iteration 45Q: 3 clusters Score -1.020767e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10207672.000000 Penalty: 5434.938965
	Iteration 46Q: 3 clusters Score -1.020767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10207660.000000 Penalty: 5434.938965
	Iteration 47Q: 3 clusters Score -1.020766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10207652.000000 Penalty: 5434.938965
	Iteration 48Q: 3 clusters Score -1.020765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10207659.000000 Penalty: 5434.938965
	Iteration 49Q: 3 clusters Score -1.020766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10207675.000000 Penalty: 5434.938965
	Iteration 50Q: 3 clusters Score -1.020768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10207682.000000 Penalty: 5434.938965
	Iteration 51Q: 3 clusters Score -1.020768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10207666.000000 Penalty: 5434.938965
	Iteration 52Q: 3 clusters Score -1.020767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10207654.000000 Penalty: 5434.938965
	Iteration 53Q: 3 clusters Score -1.020765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10207678.000000 Penalty: 5434.938965
	Iteration 54Q: 3 clusters Score -1.020768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10207679.000000 Penalty: 5434.938965
	Iteration 55Q: 3 clusters Score -1.020768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10207683.000000 Penalty: 5434.938965
	Iteration 56Q: 3 clusters Score -1.020768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10207686.000000 Penalty: 5434.938965
	Iteration 57Q: 3 clusters Score -1.020769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10207668.000000 Penalty: 5434.938965
	Iteration 58Q: 3 clusters Score -1.020767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10207671.000000 Penalty: 5434.938965
	Iteration 59Q: 3 clusters Score -1.020767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10207682.000000 Penalty: 5434.938965
	Iteration 60F: 3 clusters Score -1.020768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10207684.000000 Penalty: 5434.938965
	Iteration 61Q: 3 clusters Score -1.020768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10207675.000000 Penalty: 5434.938965
	Iteration 62Q: 3 clusters Score -1.020768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10207666.000000 Penalty: 5434.938965
	Iteration 63Q: 3 clusters Score -1.020767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10207680.000000 Penalty: 5434.938965
	Iteration 64Q: 3 clusters Score -1.020768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10207675.000000 Penalty: 5434.938965
	Iteration 65Q: 3 clusters Score -1.020768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10207677.000000 Penalty: 5434.938965
	Iteration 66Q: 3 clusters Score -1.020768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10207692.000000 Penalty: 5434.938965
	Iteration 67Q: 3 clusters Score -1.020769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10207695.000000 Penalty: 5434.938965
	Iteration 68Q: 3 clusters Score -1.02077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10207704.000000 Penalty: 5434.938965
	Iteration 69Q: 3 clusters Score -1.02077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10207715.000000 Penalty: 5434.938965
	Iteration 70Q: 3 clusters Score -1.020772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10207728.000000 Penalty: 5434.938965
	Iteration 71Q: 3 clusters Score -1.020773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10207726.000000 Penalty: 5434.938965
	Iteration 72Q: 3 clusters Score -1.020773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10207732.000000 Penalty: 5434.938965
	Iteration 73Q: 3 clusters Score -1.020773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10207722.000000 Penalty: 5434.938965
	Iteration 74Q: 3 clusters Score -1.020772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10207717.000000 Penalty: 5434.938965
	Iteration 75Q: 3 clusters Score -1.020772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10207716.000000 Penalty: 5434.938965
	Iteration 76Q: 3 clusters Score -1.020772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10207722.000000 Penalty: 5434.938965
	Iteration 77Q: 3 clusters Score -1.020772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10207724.000000 Penalty: 5434.938965
	Iteration 78Q: 3 clusters Score -1.020772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10207727.000000 Penalty: 5434.938965
	Iteration 79Q: 3 clusters Score -1.020773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10207734.000000 Penalty: 5434.938965
	Iteration 80F: 3 clusters Score -1.020773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10207729.000000 Penalty: 5434.938965
	Iteration 81Q: 3 clusters Score -1.020773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10207726.000000 Penalty: 5434.938965
	Iteration 82Q: 3 clusters Score -1.020773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10207717.000000 Penalty: 5434.938965
	Iteration 83Q: 3 clusters Score -1.020772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10207725.000000 Penalty: 5434.938965
	Iteration 84Q: 3 clusters Score -1.020772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10207728.000000 Penalty: 5434.938965
	Iteration 85Q: 3 clusters Score -1.020773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10207727.000000 Penalty: 5434.938965
	Iteration 86Q: 3 clusters Score -1.020773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10207716.000000 Penalty: 5434.938965
	Iteration 87Q: 3 clusters Score -1.020772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10207711.000000 Penalty: 5434.938965
	Iteration 88Q: 3 clusters Score -1.020771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10207716.000000 Penalty: 5434.938965
	Iteration 89Q: 3 clusters Score -1.020772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10207707.000000 Penalty: 5434.938965
	Iteration 90Q: 3 clusters Score -1.020771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10207707.000000 Penalty: 5434.938965
	Iteration 91Q: 3 clusters Score -1.020771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10207717.000000 Penalty: 5434.938965
	Iteration 92Q: 3 clusters Score -1.020772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10207713.000000 Penalty: 5434.938965
	Iteration 93Q: 3 clusters Score -1.020771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10207716.000000 Penalty: 5434.938965
	Iteration 94Q: 3 clusters Score -1.020772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10207705.000000 Penalty: 5434.938965
	Iteration 95Q: 3 clusters Score -1.02077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10207713.000000 Penalty: 5434.938965
	Iteration 96Q: 3 clusters Score -1.020771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10207727.000000 Penalty: 5434.938965
	Iteration 97Q: 3 clusters Score -1.020773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10207718.000000 Penalty: 5434.938965
	Iteration 98Q: 3 clusters Score -1.020772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10207721.000000 Penalty: 5434.938965
	Iteration 99Q: 3 clusters Score -1.020772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10207724.000000 Penalty: 5434.938965
	Iteration 100F: 3 clusters Score -1.020772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10207725.000000 Penalty: 5434.938965
	Iteration 101Q: 3 clusters Score -1.020772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10207734.000000 Penalty: 5434.938965
	Iteration 102Q: 3 clusters Score -1.020773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10207730.000000 Penalty: 5434.938965
	Iteration 103Q: 3 clusters Score -1.020773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10207732.000000 Penalty: 5434.938965
	Iteration 104Q: 3 clusters Score -1.020773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10207737.000000 Penalty: 5434.938965
	Iteration 105Q: 3 clusters Score -1.020774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10207748.000000 Penalty: 5434.938965
	Iteration 106Q: 3 clusters Score -1.020775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10207743.000000 Penalty: 5434.938965
	Iteration 107Q: 3 clusters Score -1.020774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10207743.000000 Penalty: 5434.938965
	Iteration 108F: 3 clusters Score -1.020774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Entering Unmasked Estep 
Score: -9302963.000000 Penalty: 2666.318848
	Iteration 0F: 2 clusters Score -9302963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -9292877.000000 Penalty: 5332.637695
	Iteration 0F: 3 clusters Score -9292877 nChanged 21462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -9304795.000000 Penalty: 5332.637695
	Iteration 1F: 3 clusters Score -9304795 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -9305174.000000 Penalty: 5332.637695
	Iteration 2F: 3 clusters Score -9305174 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -9305751.000000 Penalty: 5332.637695
	Iteration 3Q: 3 clusters Score -9305751 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -9306290.000000 Penalty: 5332.637695
	Iteration 4Q: 3 clusters Score -9306290 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -9306963.000000 Penalty: 5332.637695
	Iteration 5Q: 3 clusters Score -9306963 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -9307890.000000 Penalty: 5332.637695
	Iteration 6Q: 3 clusters Score -9307890 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -9309285.000000 Penalty: 5332.637695
	Iteration 7Q: 3 clusters Score -9309285 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -9311261.000000 Penalty: 5332.637695
	Iteration 8F: 3 clusters Score -9311261 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -9313465.000000 Penalty: 5332.637695
	Iteration 9F: 3 clusters Score -9313465 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -9314830.000000 Penalty: 5332.637695
	Iteration 10F: 3 clusters Score -9314830 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -9315298.000000 Penalty: 5332.637695
	Iteration 11Q: 3 clusters Score -9315298 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9315389.000000 Penalty: 5332.637695
	Iteration 12Q: 3 clusters Score -9315389 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -9315468.000000 Penalty: 5332.637695
	Iteration 13Q: 3 clusters Score -9315468 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -9315516.000000 Penalty: 5332.637695
	Iteration 14Q: 3 clusters Score -9315516 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -9315579.000000 Penalty: 5332.637695
	Iteration 15Q: 3 clusters Score -9315579 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -9315616.000000 Penalty: 5332.637695
	Iteration 16Q: 3 clusters Score -9315616 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -9315682.000000 Penalty: 5332.637695
	Iteration 17Q: 3 clusters Score -9315682 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -9315690.000000 Penalty: 5332.637695
	Iteration 18Q: 3 clusters Score -9315690 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -9315699.000000 Penalty: 5332.637695
	Iteration 19Q: 3 clusters Score -9315699 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -9315722.000000 Penalty: 5332.637695
	Iteration 20F: 3 clusters Score -9315722 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -9315742.000000 Penalty: 5332.637695
	Iteration 21Q: 3 clusters Score -9315742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -9315800.000000 Penalty: 5332.637695
	Iteration 22Q: 3 clusters Score -9315800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -9315801.000000 Penalty: 5332.637695
	Iteration 23Q: 3 clusters Score -9315801 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -9315831.000000 Penalty: 5332.637695
	Iteration 24Q: 3 clusters Score -9315831 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -9315888.000000 Penalty: 5332.637695
	Iteration 25Q: 3 clusters Score -9315888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9315884.000000 Penalty: 5332.637695
	Iteration 26Q: 3 clusters Score -9315884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -9315899.000000 Penalty: 5332.637695
	Iteration 27Q: 3 clusters Score -9315899 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -9315891.000000 Penalty: 5332.637695
	Iteration 28Q: 3 clusters Score -9315891 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9315879.000000 Penalty: 5332.637695
	Iteration 29Q: 3 clusters Score -9315879 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9315901.000000 Penalty: 5332.637695
	Iteration 30Q: 3 clusters Score -9315901 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -9315884.000000 Penalty: 5332.637695
	Iteration 31Q: 3 clusters Score -9315884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -9315878.000000 Penalty: 5332.637695
	Iteration 32Q: 3 clusters Score -9315878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9315954.000000 Penalty: 5332.637695
	Iteration 33Q: 3 clusters Score -9315954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -9315994.000000 Penalty: 5332.637695
	Iteration 34Q: 3 clusters Score -9315994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9315989.000000 Penalty: 5332.637695
	Iteration 35Q: 3 clusters Score -9315989 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9315997.000000 Penalty: 5332.637695
	Iteration 36Q: 3 clusters Score -9315997 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -9316008.000000 Penalty: 5332.637695
	Iteration 37Q: 3 clusters Score -9316008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -9316032.000000 Penalty: 5332.637695
	Iteration 38Q: 3 clusters Score -9316032 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -9316032.000000 Penalty: 5332.637695
	Iteration 39Q: 3 clusters Score -9316032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -9316060.000000 Penalty: 5332.637695
	Iteration 40F: 3 clusters Score -9316060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9316081.000000 Penalty: 5332.637695
	Iteration 41Q: 3 clusters Score -9316081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -9316054.000000 Penalty: 5332.637695
	Iteration 42Q: 3 clusters Score -9316054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -9316084.000000 Penalty: 5332.637695
	Iteration 43Q: 3 clusters Score -9316084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -9316081.000000 Penalty: 5332.637695
	Iteration 44Q: 3 clusters Score -9316081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -9316106.000000 Penalty: 5332.637695
	Iteration 45Q: 3 clusters Score -9316106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -9316133.000000 Penalty: 5332.637695
	Iteration 46Q: 3 clusters Score -9316133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -9316136.000000 Penalty: 5332.637695
	Iteration 47Q: 3 clusters Score -9316136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9316134.000000 Penalty: 5332.637695
	Iteration 48Q: 3 clusters Score -9316134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -9316133.000000 Penalty: 5332.637695
	Iteration 49Q: 3 clusters Score -9316133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -9316126.000000 Penalty: 5332.637695
	Iteration 50Q: 3 clusters Score -9316126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -9316128.000000 Penalty: 5332.637695
	Iteration 51Q: 3 clusters Score -9316128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -9316123.000000 Penalty: 5332.637695
	Iteration 52Q: 3 clusters Score -9316123 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9316137.000000 Penalty: 5332.637695
	Iteration 53Q: 3 clusters Score -9316137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -9316128.000000 Penalty: 5332.637695
	Iteration 54Q: 3 clusters Score -9316128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -9316155.000000 Penalty: 5332.637695
	Iteration 55Q: 3 clusters Score -9316155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9316143.000000 Penalty: 5332.637695
	Iteration 56Q: 3 clusters Score -9316143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -9316159.000000 Penalty: 5332.637695
	Iteration 57Q: 3 clusters Score -9316159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -9316142.000000 Penalty: 5332.637695
	Iteration 58Q: 3 clusters Score -9316142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -9316149.000000 Penalty: 5332.637695
	Iteration 59Q: 3 clusters Score -9316149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -9316154.000000 Penalty: 5332.637695
	Iteration 60F: 3 clusters Score -9316154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -9316145.000000 Penalty: 5332.637695
	Iteration 61Q: 3 clusters Score -9316145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -9316147.000000 Penalty: 5332.637695
	Iteration 62Q: 3 clusters Score -9316147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -9316165.000000 Penalty: 5332.637695
	Iteration 63Q: 3 clusters Score -9316165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -9316192.000000 Penalty: 5332.637695
	Iteration 64Q: 3 clusters Score -9316192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -9316187.000000 Penalty: 5332.637695
	Iteration 65Q: 3 clusters Score -9316187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -9316177.000000 Penalty: 5332.637695
	Iteration 66Q: 3 clusters Score -9316177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9316175.000000 Penalty: 5332.637695
	Iteration 67Q: 3 clusters Score -9316175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -9316180.000000 Penalty: 5332.637695
	Iteration 68Q: 3 clusters Score -9316180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -9316188.000000 Penalty: 5332.637695
	Iteration 69Q: 3 clusters Score -9316188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -9316190.000000 Penalty: 5332.637695
	Iteration 70Q: 3 clusters Score -9316190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -9316184.000000 Penalty: 5332.637695
	Iteration 71Q: 3 clusters Score -9316184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -9316203.000000 Penalty: 5332.637695
	Iteration 72Q: 3 clusters Score -9316203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -9316206.000000 Penalty: 5332.637695
	Iteration 73Q: 3 clusters Score -9316206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -9316213.000000 Penalty: 5332.637695
	Iteration 74Q: 3 clusters Score -9316213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9316193.000000 Penalty: 5332.637695
	Iteration 75Q: 3 clusters Score -9316193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -9316192.000000 Penalty: 5332.637695
	Iteration 76Q: 3 clusters Score -9316192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -9316199.000000 Penalty: 5332.637695
	Iteration 77Q: 3 clusters Score -9316199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9316209.000000 Penalty: 5332.637695
	Iteration 78Q: 3 clusters Score -9316209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -9316197.000000 Penalty: 5332.637695
	Iteration 79Q: 3 clusters Score -9316197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -9316203.000000 Penalty: 5332.637695
	Iteration 80F: 3 clusters Score -9316203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9316193.000000 Penalty: 5332.637695
	Iteration 81Q: 3 clusters Score -9316193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9316205.000000 Penalty: 5332.637695
	Iteration 82Q: 3 clusters Score -9316205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9316211.000000 Penalty: 5332.637695
	Iteration 83Q: 3 clusters Score -9316211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -9316225.000000 Penalty: 5332.637695
	Iteration 84Q: 3 clusters Score -9316225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -9316206.000000 Penalty: 5332.637695
	Iteration 85Q: 3 clusters Score -9316206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9316212.000000 Penalty: 5332.637695
	Iteration 86Q: 3 clusters Score -9316212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -9316210.000000 Penalty: 5332.637695
	Iteration 87Q: 3 clusters Score -9316210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -9316208.000000 Penalty: 5332.637695
	Iteration 88Q: 3 clusters Score -9316208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -9316220.000000 Penalty: 5332.637695
	Iteration 89Q: 3 clusters Score -9316220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -9316215.000000 Penalty: 5332.637695
	Iteration 90Q: 3 clusters Score -9316215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -9316210.000000 Penalty: 5332.637695
	Iteration 91Q: 3 clusters Score -9316210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -9316206.000000 Penalty: 5332.637695
	Iteration 92Q: 3 clusters Score -9316206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -9316219.000000 Penalty: 5332.637695
	Iteration 93Q: 3 clusters Score -9316219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -9316219.000000 Penalty: 5332.637695
	Iteration 94Q: 3 clusters Score -9316219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -9316223.000000 Penalty: 5332.637695
	Iteration 95Q: 3 clusters Score -9316223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -9316213.000000 Penalty: 5332.637695
	Iteration 96Q: 3 clusters Score -9316213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -9316224.000000 Penalty: 5332.637695
	Iteration 97Q: 3 clusters Score -9316224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9316242.000000 Penalty: 5332.637695
	Iteration 98Q: 3 clusters Score -9316242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9316244.000000 Penalty: 5332.637695
	Iteration 99Q: 3 clusters Score -9316244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9316257.000000 Penalty: 5332.637695
	Iteration 100F: 3 clusters Score -9316257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9316255.000000 Penalty: 5332.637695
	Iteration 101Q: 3 clusters Score -9316255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -9316262.000000 Penalty: 5332.637695
	Iteration 102Q: 3 clusters Score -9316262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -9316260.000000 Penalty: 5332.637695
	Iteration 103Q: 3 clusters Score -9316260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -9316267.000000 Penalty: 5332.637695
	Iteration 104Q: 3 clusters Score -9316267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9316256.000000 Penalty: 5332.637695
	Iteration 105Q: 3 clusters Score -9316256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -9316265.000000 Penalty: 5332.637695
	Iteration 106Q: 3 clusters Score -9316265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -9316262.000000 Penalty: 5332.637695
	Iteration 107Q: 3 clusters Score -9316262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -9316268.000000 Penalty: 5332.637695
	Iteration 108Q: 3 clusters Score -9316268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -9316267.000000 Penalty: 5332.637695
	Iteration 109Q: 3 clusters Score -9316267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9316262.000000 Penalty: 5332.637695
	Iteration 110Q: 3 clusters Score -9316262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -9316266.000000 Penalty: 5332.637695
	Iteration 111Q: 3 clusters Score -9316266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -9316263.000000 Penalty: 5332.637695
	Iteration 112Q: 3 clusters Score -9316263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -9316270.000000 Penalty: 5332.637695
	Iteration 113Q: 3 clusters Score -9316270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -9316257.000000 Penalty: 5332.637695
	Iteration 114Q: 3 clusters Score -9316257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -9316258.000000 Penalty: 5332.637695
	Iteration 115Q: 3 clusters Score -9316258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -9316260.000000 Penalty: 5332.637695
	Iteration 116Q: 3 clusters Score -9316260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -9316260.000000 Penalty: 5332.637695
	Iteration 117F: 3 clusters Score -9316260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Entering Unmasked Estep 
Score: -87063064.000000 Penalty: 68025.156250
Splitting cluster 8 changes total score from -87035680.000000 to -87063064.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (44716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Entering Unmasked Estep 
Score: -8327220.000000 Penalty: 2655.605469
	Iteration 0F: 2 clusters Score -8327220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8303758.000000 Penalty: 5311.210938
	Iteration 0F: 3 clusters Score -8303758 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8315156.500000 Penalty: 5311.210938
	Iteration 1F: 3 clusters Score -8315156 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8315906.500000 Penalty: 5311.210938
	Iteration 2Q: 3 clusters Score -8315906 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8316793.000000 Penalty: 5311.210938
	Iteration 3Q: 3 clusters Score -8316793 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8318094.000000 Penalty: 5311.210938
	Iteration 4F: 3 clusters Score -8318094 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -8319747.500000 Penalty: 5311.210938
	Iteration 5F: 3 clusters Score -8319748 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -8321500.500000 Penalty: 5311.210938
	Iteration 6F: 3 clusters Score -8321500 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -8323040.000000 Penalty: 5311.210938
	Iteration 7F: 3 clusters Score -8323040 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8324297.500000 Penalty: 5311.210938
	Iteration 8F: 3 clusters Score -8324298 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -8325197.500000 Penalty: 5311.210938
	Iteration 9Q: 3 clusters Score -8325198 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -8325597.500000 Penalty: 5311.210938
	Iteration 10Q: 3 clusters Score -8325598 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -8325841.500000 Penalty: 5311.210938
	Iteration 11Q: 3 clusters Score -8325842 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8325926.500000 Penalty: 5311.210938
	Iteration 12Q: 3 clusters Score -8325926 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -8326067.500000 Penalty: 5311.210938
	Iteration 13Q: 3 clusters Score -8326068 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -8326601.000000 Penalty: 5311.210938
	Iteration 14Q: 3 clusters Score -8326601 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8327210.500000 Penalty: 5311.210938
	Iteration 15Q: 3 clusters Score -8327210 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -8327685.000000 Penalty: 5311.210938
	Iteration 16Q: 3 clusters Score -8327685 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -8328138.000000 Penalty: 5311.210938
	Iteration 17Q: 3 clusters Score -8328138 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -8328430.000000 Penalty: 5311.210938
	Iteration 18Q: 3 clusters Score -8328430 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -8328692.500000 Penalty: 5311.210938
	Iteration 19Q: 3 clusters Score -8328692 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8328735.500000 Penalty: 5311.210938
	Iteration 20F: 3 clusters Score -8328736 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8328646.500000 Penalty: 5311.210938
	Iteration 21Q: 3 clusters Score -8328646 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8328307.000000 Penalty: 5311.210938
	Iteration 22Q: 3 clusters Score -8328307 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -8328178.000000 Penalty: 5311.210938
	Iteration 23Q: 3 clusters Score -8328178 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -8328098.000000 Penalty: 5311.210938
	Iteration 24Q: 3 clusters Score -8328098 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8328008.500000 Penalty: 5311.210938
	Iteration 25Q: 3 clusters Score -8328008 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8327942.500000 Penalty: 5311.210938
	Iteration 26Q: 3 clusters Score -8327942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -8327868.000000 Penalty: 5311.210938
	Iteration 27Q: 3 clusters Score -8327868 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8327792.000000 Penalty: 5311.210938
	Iteration 28Q: 3 clusters Score -8327792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8327688.500000 Penalty: 5311.210938
	Iteration 29Q: 3 clusters Score -8327688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8327604.000000 Penalty: 5311.210938
	Iteration 30Q: 3 clusters Score -8327604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8327512.500000 Penalty: 5311.210938
	Iteration 31Q: 3 clusters Score -8327512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8327420.000000 Penalty: 5311.210938
	Iteration 32Q: 3 clusters Score -8327420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8327383.500000 Penalty: 5311.210938
	Iteration 33Q: 3 clusters Score -8327384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8327352.500000 Penalty: 5311.210938
	Iteration 34Q: 3 clusters Score -8327352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8327293.500000 Penalty: 5311.210938
	Iteration 35Q: 3 clusters Score -8327294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8327303.000000 Penalty: 5311.210938
	Iteration 36Q: 3 clusters Score -8327303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8327256.500000 Penalty: 5311.210938
	Iteration 37Q: 3 clusters Score -8327256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8327217.000000 Penalty: 5311.210938
	Iteration 38Q: 3 clusters Score -8327217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8327187.000000 Penalty: 5311.210938
	Iteration 39Q: 3 clusters Score -8327187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8327170.500000 Penalty: 5311.210938
	Iteration 40F: 3 clusters Score -8327170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8327136.000000 Penalty: 5311.210938
	Iteration 41Q: 3 clusters Score -8327136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8327095.500000 Penalty: 5311.210938
	Iteration 42Q: 3 clusters Score -8327096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8327059.500000 Penalty: 5311.210938
	Iteration 43Q: 3 clusters Score -8327060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -8327033.500000 Penalty: 5311.210938
	Iteration 44Q: 3 clusters Score -8327034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8327015.500000 Penalty: 5311.210938
	Iteration 45Q: 3 clusters Score -8327016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -8327013.000000 Penalty: 5311.210938
	Iteration 46Q: 3 clusters Score -8327013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8327005.000000 Penalty: 5311.210938
	Iteration 47Q: 3 clusters Score -8327005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8327003.500000 Penalty: 5311.210938
	Iteration 48Q: 3 clusters Score -8327004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8326990.000000 Penalty: 5311.210938
	Iteration 49Q: 3 clusters Score -8326990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8326993.500000 Penalty: 5311.210938
	Iteration 50Q: 3 clusters Score -8326994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8326977.000000 Penalty: 5311.210938
	Iteration 51Q: 3 clusters Score -8326977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8326969.500000 Penalty: 5311.210938
	Iteration 52Q: 3 clusters Score -8326970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8326966.000000 Penalty: 5311.210938
	Iteration 53Q: 3 clusters Score -8326966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8326950.500000 Penalty: 5311.210938
	Iteration 54Q: 3 clusters Score -8326950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8326912.500000 Penalty: 5311.210938
	Iteration 55Q: 3 clusters Score -8326912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8326904.500000 Penalty: 5311.210938
	Iteration 56Q: 3 clusters Score -8326904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8326916.000000 Penalty: 5311.210938
	Iteration 57Q: 3 clusters Score -8326916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8326899.000000 Penalty: 5311.210938
	Iteration 58Q: 3 clusters Score -8326899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8326902.000000 Penalty: 5311.210938
	Iteration 59Q: 3 clusters Score -8326902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8326878.500000 Penalty: 5311.210938
	Iteration 60F: 3 clusters Score -8326878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8326889.000000 Penalty: 5311.210938
	Iteration 61Q: 3 clusters Score -8326889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8326886.000000 Penalty: 5311.210938
	Iteration 62Q: 3 clusters Score -8326886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8326872.000000 Penalty: 5311.210938
	Iteration 63Q: 3 clusters Score -8326872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -8326875.000000 Penalty: 5311.210938
	Iteration 64Q: 3 clusters Score -8326875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8326874.000000 Penalty: 5311.210938
	Iteration 65Q: 3 clusters Score -8326874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8326866.500000 Penalty: 5311.210938
	Iteration 66Q: 3 clusters Score -8326866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8326863.500000 Penalty: 5311.210938
	Iteration 67Q: 3 clusters Score -8326864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8326860.500000 Penalty: 5311.210938
	Iteration 68Q: 3 clusters Score -8326860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8326860.500000 Penalty: 5311.210938
	Iteration 69F: 3 clusters Score -8326860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -78182.320312 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -78182.32 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 274 members 
Entering Unmasked Estep 
Score: -77044.640625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -77044.64 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77962.476562 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -77962.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -78616.929688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -78616.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -79240.835938 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -79240.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -79528.796875 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -79528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -79588.921875 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -79588.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -79611.195312 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -79611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -79613.367188 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -79613.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -79649.882812 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -79649.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -79649.882812 Penalty: 3120.618408
	Iteration 9F: 3 clusters Score -79649.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Entering Unmasked Estep 
Score: -87062856.000000 Penalty: 71264.445312
Splitting cluster 10 changes total score from -87035680.000000 to -87062856.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (6765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Entering Unmasked Estep 
Score: -1218310.625000 Penalty: 2187.240234
	Iteration 0F: 2 clusters Score -1218311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1212790.125000 Penalty: 4374.480469
	Iteration 0F: 3 clusters Score -1212790 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1214425.625000 Penalty: 4374.480469
	Iteration 1F: 3 clusters Score -1214426 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1214966.375000 Penalty: 4374.480469
	Iteration 2F: 3 clusters Score -1214966 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1215449.000000 Penalty: 4374.480469
	Iteration 3F: 3 clusters Score -1215449 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1215902.500000 Penalty: 4374.480469
	Iteration 4F: 3 clusters Score -1215902 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1216377.750000 Penalty: 4374.480469
	Iteration 5F: 3 clusters Score -1216378 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1217111.250000 Penalty: 4374.480469
	Iteration 6F: 3 clusters Score -1217111 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1218274.500000 Penalty: 4374.480469
	Iteration 7F: 3 clusters Score -1218274 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1219317.125000 Penalty: 4374.480469
	Iteration 8F: 3 clusters Score -1219317 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1219808.250000 Penalty: 4374.480469
	Iteration 9F: 3 clusters Score -1219808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1220002.000000 Penalty: 4374.480469
	Iteration 10Q: 3 clusters Score -1220002 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1220092.500000 Penalty: 4374.480469
	Iteration 11Q: 3 clusters Score -1220092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1220140.000000 Penalty: 4374.480469
	Iteration 12Q: 3 clusters Score -1220140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1220181.000000 Penalty: 4374.480469
	Iteration 13Q: 3 clusters Score -1220181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1220223.000000 Penalty: 4374.480469
	Iteration 14Q: 3 clusters Score -1220223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1220242.500000 Penalty: 4374.480469
	Iteration 15Q: 3 clusters Score -1220242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1220261.625000 Penalty: 4374.480469
	Iteration 16Q: 3 clusters Score -1220262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1220267.250000 Penalty: 4374.480469
	Iteration 17Q: 3 clusters Score -1220267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1220282.250000 Penalty: 4374.480469
	Iteration 18Q: 3 clusters Score -1220282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1220287.875000 Penalty: 4374.480469
	Iteration 19Q: 3 clusters Score -1220288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1220306.875000 Penalty: 4374.480469
	Iteration 20F: 3 clusters Score -1220307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1220317.750000 Penalty: 4374.480469
	Iteration 21Q: 3 clusters Score -1220318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1220320.500000 Penalty: 4374.480469
	Iteration 22Q: 3 clusters Score -1220320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1220324.375000 Penalty: 4374.480469
	Iteration 23Q: 3 clusters Score -1220324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1220325.375000 Penalty: 4374.480469
	Iteration 24Q: 3 clusters Score -1220325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1220326.625000 Penalty: 4374.480469
	Iteration 25Q: 3 clusters Score -1220327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1220329.500000 Penalty: 4374.480469
	Iteration 26Q: 3 clusters Score -1220330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1220331.750000 Penalty: 4374.480469
	Iteration 27Q: 3 clusters Score -1220332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1220332.250000 Penalty: 4374.480469
	Iteration 28Q: 3 clusters Score -1220332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1220332.000000 Penalty: 4374.480469
	Iteration 29Q: 3 clusters Score -1220332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1220331.625000 Penalty: 4374.480469
	Iteration 30Q: 3 clusters Score -1220332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1220331.875000 Penalty: 4374.480469
	Iteration 31Q: 3 clusters Score -1220332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1220334.250000 Penalty: 4374.480469
	Iteration 32Q: 3 clusters Score -1220334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1220333.625000 Penalty: 4374.480469
	Iteration 33Q: 3 clusters Score -1220334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1220333.625000 Penalty: 4374.480469
	Iteration 34F: 3 clusters Score -1220334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 46050 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Entering Unmasked Estep 
Score: -87063312.000000 Penalty: 74503.742188
Splitting cluster 11 changes total score from -87035680.000000 to -87063312.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (46050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Entering Unmasked Estep 
Score: -8957304.000000 Penalty: 2662.895752
	Iteration 0F: 2 clusters Score -8957304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8943889.000000 Penalty: 5325.791504
	Iteration 0F: 3 clusters Score -8943889 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -8955563.000000 Penalty: 5325.791504
	Iteration 1F: 3 clusters Score -8955563 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8956239.000000 Penalty: 5325.791504
	Iteration 2F: 3 clusters Score -8956239 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8956796.000000 Penalty: 5325.791504
	Iteration 3Q: 3 clusters Score -8956796 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8957411.000000 Penalty: 5325.791504
	Iteration 4Q: 3 clusters Score -8957411 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -8958139.000000 Penalty: 5325.791504
	Iteration 5Q: 3 clusters Score -8958139 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -8958978.000000 Penalty: 5325.791504
	Iteration 6Q: 3 clusters Score -8958978 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8960288.000000 Penalty: 5325.791504
	Iteration 7Q: 3 clusters Score -8960288 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8961890.000000 Penalty: 5325.791504
	Iteration 8F: 3 clusters Score -8961890 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8963447.000000 Penalty: 5325.791504
	Iteration 9F: 3 clusters Score -8963447 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -8964262.000000 Penalty: 5325.791504
	Iteration 10Q: 3 clusters Score -8964262 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8964541.000000 Penalty: 5325.791504
	Iteration 11Q: 3 clusters Score -8964541 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -8964658.000000 Penalty: 5325.791504
	Iteration 12Q: 3 clusters Score -8964658 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8964688.000000 Penalty: 5325.791504
	Iteration 13Q: 3 clusters Score -8964688 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8964758.000000 Penalty: 5325.791504
	Iteration 14Q: 3 clusters Score -8964758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8964751.000000 Penalty: 5325.791504
	Iteration 15Q: 3 clusters Score -8964751 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8964766.000000 Penalty: 5325.791504
	Iteration 16Q: 3 clusters Score -8964766 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8964811.000000 Penalty: 5325.791504
	Iteration 17Q: 3 clusters Score -8964811 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8964829.000000 Penalty: 5325.791504
	Iteration 18Q: 3 clusters Score -8964829 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -8964834.000000 Penalty: 5325.791504
	Iteration 19Q: 3 clusters Score -8964834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8964825.000000 Penalty: 5325.791504
	Iteration 20F: 3 clusters Score -8964825 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8964846.000000 Penalty: 5325.791504
	Iteration 21Q: 3 clusters Score -8964846 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8964881.000000 Penalty: 5325.791504
	Iteration 22Q: 3 clusters Score -8964881 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8964920.000000 Penalty: 5325.791504
	Iteration 23Q: 3 clusters Score -8964920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8964906.000000 Penalty: 5325.791504
	Iteration 24Q: 3 clusters Score -8964906 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -8964930.000000 Penalty: 5325.791504
	Iteration 25Q: 3 clusters Score -8964930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8964950.000000 Penalty: 5325.791504
	Iteration 26Q: 3 clusters Score -8964950 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8964960.000000 Penalty: 5325.791504
	Iteration 27Q: 3 clusters Score -8964960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8965015.000000 Penalty: 5325.791504
	Iteration 28Q: 3 clusters Score -8965015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -8965016.000000 Penalty: 5325.791504
	Iteration 29Q: 3 clusters Score -8965016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8965003.000000 Penalty: 5325.791504
	Iteration 30Q: 3 clusters Score -8965003 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8965014.000000 Penalty: 5325.791504
	Iteration 31Q: 3 clusters Score -8965014 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8965065.000000 Penalty: 5325.791504
	Iteration 32Q: 3 clusters Score -8965065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8965084.000000 Penalty: 5325.791504
	Iteration 33Q: 3 clusters Score -8965084 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8965105.000000 Penalty: 5325.791504
	Iteration 34Q: 3 clusters Score -8965105 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8965129.000000 Penalty: 5325.791504
	Iteration 35Q: 3 clusters Score -8965129 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8965153.000000 Penalty: 5325.791504
	Iteration 36Q: 3 clusters Score -8965153 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8965154.000000 Penalty: 5325.791504
	Iteration 37Q: 3 clusters Score -8965154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8965157.000000 Penalty: 5325.791504
	Iteration 38Q: 3 clusters Score -8965157 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8965192.000000 Penalty: 5325.791504
	Iteration 39Q: 3 clusters Score -8965192 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8965203.000000 Penalty: 5325.791504
	Iteration 40F: 3 clusters Score -8965203 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -8965230.000000 Penalty: 5325.791504
	Iteration 41Q: 3 clusters Score -8965230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8965236.000000 Penalty: 5325.791504
	Iteration 42Q: 3 clusters Score -8965236 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -8965234.000000 Penalty: 5325.791504
	Iteration 43Q: 3 clusters Score -8965234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8965260.000000 Penalty: 5325.791504
	Iteration 44Q: 3 clusters Score -8965260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -8965237.000000 Penalty: 5325.791504
	Iteration 45Q: 3 clusters Score -8965237 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8965222.000000 Penalty: 5325.791504
	Iteration 46Q: 3 clusters Score -8965222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8965252.000000 Penalty: 5325.791504
	Iteration 47Q: 3 clusters Score -8965252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8965240.000000 Penalty: 5325.791504
	Iteration 48Q: 3 clusters Score -8965240 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8965237.000000 Penalty: 5325.791504
	Iteration 49Q: 3 clusters Score -8965237 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8965282.000000 Penalty: 5325.791504
	Iteration 50Q: 3 clusters Score -8965282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8965285.000000 Penalty: 5325.791504
	Iteration 51Q: 3 clusters Score -8965285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5325.791504
	Iteration 52Q: 3 clusters Score -8965304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -8965323.000000 Penalty: 5325.791504
	Iteration 53Q: 3 clusters Score -8965323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -8965344.000000 Penalty: 5325.791504
	Iteration 54Q: 3 clusters Score -8965344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8965329.000000 Penalty: 5325.791504
	Iteration 55Q: 3 clusters Score -8965329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8965324.000000 Penalty: 5325.791504
	Iteration 56Q: 3 clusters Score -8965324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -8965294.000000 Penalty: 5325.791504
	Iteration 57Q: 3 clusters Score -8965294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8965307.000000 Penalty: 5325.791504
	Iteration 58Q: 3 clusters Score -8965307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8965300.000000 Penalty: 5325.791504
	Iteration 59Q: 3 clusters Score -8965300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -8965341.000000 Penalty: 5325.791504
	Iteration 60F: 3 clusters Score -8965341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8965347.000000 Penalty: 5325.791504
	Iteration 61Q: 3 clusters Score -8965347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8965347.000000 Penalty: 5325.791504
	Iteration 62Q: 3 clusters Score -8965347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8965366.000000 Penalty: 5325.791504
	Iteration 63Q: 3 clusters Score -8965366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -8965347.000000 Penalty: 5325.791504
	Iteration 64Q: 3 clusters Score -8965347 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8965371.000000 Penalty: 5325.791504
	Iteration 65Q: 3 clusters Score -8965371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -8965362.000000 Penalty: 5325.791504
	Iteration 66Q: 3 clusters Score -8965362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -8965370.000000 Penalty: 5325.791504
	Iteration 67Q: 3 clusters Score -8965370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -8965378.000000 Penalty: 5325.791504
	Iteration 68Q: 3 clusters Score -8965378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8965376.000000 Penalty: 5325.791504
	Iteration 69Q: 3 clusters Score -8965376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8965395.000000 Penalty: 5325.791504
	Iteration 70Q: 3 clusters Score -8965395 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8965391.000000 Penalty: 5325.791504
	Iteration 71Q: 3 clusters Score -8965391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8965394.000000 Penalty: 5325.791504
	Iteration 72Q: 3 clusters Score -8965394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8965393.000000 Penalty: 5325.791504
	Iteration 73Q: 3 clusters Score -8965393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8965391.000000 Penalty: 5325.791504
	Iteration 74Q: 3 clusters Score -8965391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8965383.000000 Penalty: 5325.791504
	Iteration 75Q: 3 clusters Score -8965383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8965390.000000 Penalty: 5325.791504
	Iteration 76Q: 3 clusters Score -8965390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8965393.000000 Penalty: 5325.791504
	Iteration 77Q: 3 clusters Score -8965393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8965397.000000 Penalty: 5325.791504
	Iteration 78Q: 3 clusters Score -8965397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8965416.000000 Penalty: 5325.791504
	Iteration 79Q: 3 clusters Score -8965416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8965387.000000 Penalty: 5325.791504
	Iteration 80F: 3 clusters Score -8965387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8965398.000000 Penalty: 5325.791504
	Iteration 81Q: 3 clusters Score -8965398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -8965419.000000 Penalty: 5325.791504
	Iteration 82Q: 3 clusters Score -8965419 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -8965389.000000 Penalty: 5325.791504
	Iteration 83Q: 3 clusters Score -8965389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -8965398.000000 Penalty: 5325.791504
	Iteration 84Q: 3 clusters Score -8965398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8965393.000000 Penalty: 5325.791504
	Iteration 85Q: 3 clusters Score -8965393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8965410.000000 Penalty: 5325.791504
	Iteration 86Q: 3 clusters Score -8965410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8965413.000000 Penalty: 5325.791504
	Iteration 87Q: 3 clusters Score -8965413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8965404.000000 Penalty: 5325.791504
	Iteration 88Q: 3 clusters Score -8965404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -8965407.000000 Penalty: 5325.791504
	Iteration 89Q: 3 clusters Score -8965407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -8965425.000000 Penalty: 5325.791504
	Iteration 90Q: 3 clusters Score -8965425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8965425.000000 Penalty: 5325.791504
	Iteration 91Q: 3 clusters Score -8965425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8965413.000000 Penalty: 5325.791504
	Iteration 92Q: 3 clusters Score -8965413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8965419.000000 Penalty: 5325.791504
	Iteration 93Q: 3 clusters Score -8965419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8965434.000000 Penalty: 5325.791504
	Iteration 94Q: 3 clusters Score -8965434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8965433.000000 Penalty: 5325.791504
	Iteration 95Q: 3 clusters Score -8965433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8965428.000000 Penalty: 5325.791504
	Iteration 96Q: 3 clusters Score -8965428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8965417.000000 Penalty: 5325.791504
	Iteration 97Q: 3 clusters Score -8965417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -8965423.000000 Penalty: 5325.791504
	Iteration 98Q: 3 clusters Score -8965423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8965422.000000 Penalty: 5325.791504
	Iteration 99Q: 3 clusters Score -8965422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8965427.000000 Penalty: 5325.791504
	Iteration 100F: 3 clusters Score -8965427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -8965420.000000 Penalty: 5325.791504
	Iteration 101Q: 3 clusters Score -8965420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8965411.000000 Penalty: 5325.791504
	Iteration 102Q: 3 clusters Score -8965411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -8965416.000000 Penalty: 5325.791504
	Iteration 103Q: 3 clusters Score -8965416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8965420.000000 Penalty: 5325.791504
	Iteration 104Q: 3 clusters Score -8965420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8965405.000000 Penalty: 5325.791504
	Iteration 105Q: 3 clusters Score -8965405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8965425.000000 Penalty: 5325.791504
	Iteration 106Q: 3 clusters Score -8965425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8965443.000000 Penalty: 5325.791504
	Iteration 107Q: 3 clusters Score -8965443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8965451.000000 Penalty: 5325.791504
	Iteration 108Q: 3 clusters Score -8965451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8965434.000000 Penalty: 5325.791504
	Iteration 109Q: 3 clusters Score -8965434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8965443.000000 Penalty: 5325.791504
	Iteration 110Q: 3 clusters Score -8965443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8965438.000000 Penalty: 5325.791504
	Iteration 111Q: 3 clusters Score -8965438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8965438.000000 Penalty: 5325.791504
	Iteration 112Q: 3 clusters Score -8965438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8965448.000000 Penalty: 5325.791504
	Iteration 113Q: 3 clusters Score -8965448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8965434.000000 Penalty: 5325.791504
	Iteration 114Q: 3 clusters Score -8965434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8965435.000000 Penalty: 5325.791504
	Iteration 115Q: 3 clusters Score -8965435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -8965429.000000 Penalty: 5325.791504
	Iteration 116Q: 3 clusters Score -8965429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8965440.000000 Penalty: 5325.791504
	Iteration 117Q: 3 clusters Score -8965440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8965436.000000 Penalty: 5325.791504
	Iteration 118Q: 3 clusters Score -8965436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8965446.000000 Penalty: 5325.791504
	Iteration 119Q: 3 clusters Score -8965446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8965451.000000 Penalty: 5325.791504
	Iteration 120F: 3 clusters Score -8965451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8965443.000000 Penalty: 5325.791504
	Iteration 121Q: 3 clusters Score -8965443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -8965438.000000 Penalty: 5325.791504
	Iteration 122Q: 3 clusters Score -8965438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8965428.000000 Penalty: 5325.791504
	Iteration 123Q: 3 clusters Score -8965428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8965427.000000 Penalty: 5325.791504
	Iteration 124Q: 3 clusters Score -8965427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8965423.000000 Penalty: 5325.791504
	Iteration 125Q: 3 clusters Score -8965423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8965431.000000 Penalty: 5325.791504
	Iteration 126Q: 3 clusters Score -8965431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8965430.000000 Penalty: 5325.791504
	Iteration 127Q: 3 clusters Score -8965430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8965426.000000 Penalty: 5325.791504
	Iteration 128Q: 3 clusters Score -8965426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8965427.000000 Penalty: 5325.791504
	Iteration 129Q: 3 clusters Score -8965427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -8965427.000000 Penalty: 5325.791504
	Iteration 130Q: 3 clusters Score -8965427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8965433.000000 Penalty: 5325.791504
	Iteration 131Q: 3 clusters Score -8965433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8965435.000000 Penalty: 5325.791504
	Iteration 132Q: 3 clusters Score -8965435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8965433.000000 Penalty: 5325.791504
	Iteration 133Q: 3 clusters Score -8965433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8965433.000000 Penalty: 5325.791504
	Iteration 134Q: 3 clusters Score -8965433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8965432.000000 Penalty: 5325.791504
	Iteration 135Q: 3 clusters Score -8965432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8965430.000000 Penalty: 5325.791504
	Iteration 136Q: 3 clusters Score -8965430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8965430.000000 Penalty: 5325.791504
	Iteration 137Q: 3 clusters Score -8965430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8965438.000000 Penalty: 5325.791504
	Iteration 138Q: 3 clusters Score -8965438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8965445.000000 Penalty: 5325.791504
	Iteration 139Q: 3 clusters Score -8965445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8965450.000000 Penalty: 5325.791504
	Iteration 140F: 3 clusters Score -8965450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8965447.000000 Penalty: 5325.791504
	Iteration 141Q: 3 clusters Score -8965447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8965449.000000 Penalty: 5325.791504
	Iteration 142Q: 3 clusters Score -8965449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8965449.000000 Penalty: 5325.791504
	Iteration 143Q: 3 clusters Score -8965449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8965434.000000 Penalty: 5325.791504
	Iteration 144Q: 3 clusters Score -8965434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8965435.000000 Penalty: 5325.791504
	Iteration 145Q: 3 clusters Score -8965435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8965434.000000 Penalty: 5325.791504
	Iteration 146Q: 3 clusters Score -8965434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8965438.000000 Penalty: 5325.791504
	Iteration 147Q: 3 clusters Score -8965438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -8965437.000000 Penalty: 5325.791504
	Iteration 148Q: 3 clusters Score -8965437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8965418.000000 Penalty: 5325.791504
	Iteration 149Q: 3 clusters Score -8965418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8965435.000000 Penalty: 5325.791504
	Iteration 150Q: 3 clusters Score -8965435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8965460.000000 Penalty: 5325.791504
	Iteration 151Q: 3 clusters Score -8965460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8965456.000000 Penalty: 5325.791504
	Iteration 152Q: 3 clusters Score -8965456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8965449.000000 Penalty: 5325.791504
	Iteration 153Q: 3 clusters Score -8965449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -8965449.000000 Penalty: 5325.791504
	Iteration 154Q: 3 clusters Score -8965449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -8965444.000000 Penalty: 5325.791504
	Iteration 155Q: 3 clusters Score -8965444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8965443.000000 Penalty: 5325.791504
	Iteration 156Q: 3 clusters Score -8965443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8965458.000000 Penalty: 5325.791504
	Iteration 157Q: 3 clusters Score -8965458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8965462.000000 Penalty: 5325.791504
	Iteration 158Q: 3 clusters Score -8965462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8965460.000000 Penalty: 5325.791504
	Iteration 159Q: 3 clusters Score -8965460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8965462.000000 Penalty: 5325.791504
	Iteration 160F: 3 clusters Score -8965462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -8965467.000000 Penalty: 5325.791504
	Iteration 161Q: 3 clusters Score -8965467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8965463.000000 Penalty: 5325.791504
	Iteration 162Q: 3 clusters Score -8965463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8965464.000000 Penalty: 5325.791504
	Iteration 163Q: 3 clusters Score -8965464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8965462.000000 Penalty: 5325.791504
	Iteration 164Q: 3 clusters Score -8965462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8965459.000000 Penalty: 5325.791504
	Iteration 165Q: 3 clusters Score -8965459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8965451.000000 Penalty: 5325.791504
	Iteration 166Q: 3 clusters Score -8965451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8965463.000000 Penalty: 5325.791504
	Iteration 167Q: 3 clusters Score -8965463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8965451.000000 Penalty: 5325.791504
	Iteration 168Q: 3 clusters Score -8965451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8965449.000000 Penalty: 5325.791504
	Iteration 169Q: 3 clusters Score -8965449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8965445.000000 Penalty: 5325.791504
	Iteration 170Q: 3 clusters Score -8965445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8965445.000000 Penalty: 5325.791504
	Iteration 171F: 3 clusters Score -8965445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 55101 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Entering Unmasked Estep 
Score: -87070752.000000 Penalty: 77743.031250
Splitting cluster 12 changes total score from -87035680.000000 to -87070752.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (55101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Entering Unmasked Estep 
Score: -10319375.000000 Penalty: 2707.396973
	Iteration 0F: 2 clusters Score -1.031938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -10307132.000000 Penalty: 5414.793945
	Iteration 0F: 3 clusters Score -1.030713e+07 nChanged 25586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10321056.000000 Penalty: 5414.793945
	Iteration 1F: 3 clusters Score -1.032106e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -10321556.000000 Penalty: 5414.793945
	Iteration 2Q: 3 clusters Score -1.032156e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -10321962.000000 Penalty: 5414.793945
	Iteration 3Q: 3 clusters Score -1.032196e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -10322553.000000 Penalty: 5414.793945
	Iteration 4Q: 3 clusters Score -1.032255e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -10323141.000000 Penalty: 5414.793945
	Iteration 5Q: 3 clusters Score -1.032314e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -10324003.000000 Penalty: 5414.793945
	Iteration 6Q: 3 clusters Score -1.0324e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -10325416.000000 Penalty: 5414.793945
	Iteration 7F: 3 clusters Score -1.032542e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -10327667.000000 Penalty: 5414.793945
	Iteration 8F: 3 clusters Score -1.032767e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -10330379.000000 Penalty: 5414.793945
	Iteration 9F: 3 clusters Score -1.033038e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -10331883.000000 Penalty: 5414.793945
	Iteration 10F: 3 clusters Score -1.033188e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -10332391.000000 Penalty: 5414.793945
	Iteration 11Q: 3 clusters Score -1.033239e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -10332548.000000 Penalty: 5414.793945
	Iteration 12Q: 3 clusters Score -1.033255e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -10332766.000000 Penalty: 5414.793945
	Iteration 13Q: 3 clusters Score -1.033277e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -10332862.000000 Penalty: 5414.793945
	Iteration 14Q: 3 clusters Score -1.033286e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -10333134.000000 Penalty: 5414.793945
	Iteration 15Q: 3 clusters Score -1.033313e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -10333328.000000 Penalty: 5414.793945
	Iteration 16Q: 3 clusters Score -1.033333e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -10333510.000000 Penalty: 5414.793945
	Iteration 17Q: 3 clusters Score -1.033351e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -10333823.000000 Penalty: 5414.793945
	Iteration 18Q: 3 clusters Score -1.033382e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -10334142.000000 Penalty: 5414.793945
	Iteration 19Q: 3 clusters Score -1.033414e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -10334250.000000 Penalty: 5414.793945
	Iteration 20F: 3 clusters Score -1.033425e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -10333825.000000 Penalty: 5414.793945
	Iteration 21Q: 3 clusters Score -1.033382e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -10332566.000000 Penalty: 5414.793945
	Iteration 22Q: 3 clusters Score -1.033257e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -10331257.000000 Penalty: 5414.793945
	Iteration 23Q: 3 clusters Score -1.033126e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -10329685.000000 Penalty: 5414.793945
	Iteration 24Q: 3 clusters Score -1.032968e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -10327998.000000 Penalty: 5414.793945
	Iteration 25Q: 3 clusters Score -1.0328e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -10326828.000000 Penalty: 5414.793945
	Iteration 26Q: 3 clusters Score -1.032683e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -10325881.000000 Penalty: 5414.793945
	Iteration 27Q: 3 clusters Score -1.032588e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -10325341.000000 Penalty: 5414.793945
	Iteration 28Q: 3 clusters Score -1.032534e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -10324864.000000 Penalty: 5414.793945
	Iteration 29Q: 3 clusters Score -1.032486e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -10324456.000000 Penalty: 5414.793945
	Iteration 30Q: 3 clusters Score -1.032446e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -10324144.000000 Penalty: 5414.793945
	Iteration 31Q: 3 clusters Score -1.032414e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -10324018.000000 Penalty: 5414.793945
	Iteration 32Q: 3 clusters Score -1.032402e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -10323837.000000 Penalty: 5414.793945
	Iteration 33Q: 3 clusters Score -1.032384e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -10323682.000000 Penalty: 5414.793945
	Iteration 34Q: 3 clusters Score -1.032368e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -10323606.000000 Penalty: 5414.793945
	Iteration 35Q: 3 clusters Score -1.032361e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10323468.000000 Penalty: 5414.793945
	Iteration 36Q: 3 clusters Score -1.032347e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -10323420.000000 Penalty: 5414.793945
	Iteration 37Q: 3 clusters Score -1.032342e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -10323345.000000 Penalty: 5414.793945
	Iteration 38Q: 3 clusters Score -1.032334e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -10323262.000000 Penalty: 5414.793945
	Iteration 39Q: 3 clusters Score -1.032326e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -10323180.000000 Penalty: 5414.793945
	Iteration 40F: 3 clusters Score -1.032318e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -10323120.000000 Penalty: 5414.793945
	Iteration 41Q: 3 clusters Score -1.032312e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -10323089.000000 Penalty: 5414.793945
	Iteration 42Q: 3 clusters Score -1.032309e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -10323042.000000 Penalty: 5414.793945
	Iteration 43Q: 3 clusters Score -1.032304e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -10323027.000000 Penalty: 5414.793945
	Iteration 44Q: 3 clusters Score -1.032303e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -10323015.000000 Penalty: 5414.793945
	Iteration 45Q: 3 clusters Score -1.032302e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -10323022.000000 Penalty: 5414.793945
	Iteration 46Q: 3 clusters Score -1.032302e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -10322976.000000 Penalty: 5414.793945
	Iteration 47Q: 3 clusters Score -1.032298e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -10322945.000000 Penalty: 5414.793945
	Iteration 48Q: 3 clusters Score -1.032294e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -10322956.000000 Penalty: 5414.793945
	Iteration 49Q: 3 clusters Score -1.032296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -10322943.000000 Penalty: 5414.793945
	Iteration 50Q: 3 clusters Score -1.032294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -10322947.000000 Penalty: 5414.793945
	Iteration 51Q: 3 clusters Score -1.032295e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -10322942.000000 Penalty: 5414.793945
	Iteration 52Q: 3 clusters Score -1.032294e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -10322943.000000 Penalty: 5414.793945
	Iteration 53Q: 3 clusters Score -1.032294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10322943.000000 Penalty: 5414.793945
	Iteration 54Q: 3 clusters Score -1.032294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -10322946.000000 Penalty: 5414.793945
	Iteration 55Q: 3 clusters Score -1.032295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -10322904.000000 Penalty: 5414.793945
	Iteration 56Q: 3 clusters Score -1.03229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -10322892.000000 Penalty: 5414.793945
	Iteration 57Q: 3 clusters Score -1.032289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -10322879.000000 Penalty: 5414.793945
	Iteration 58Q: 3 clusters Score -1.032288e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -10322877.000000 Penalty: 5414.793945
	Iteration 59Q: 3 clusters Score -1.032288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -10322863.000000 Penalty: 5414.793945
	Iteration 60F: 3 clusters Score -1.032286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10322873.000000 Penalty: 5414.793945
	Iteration 61Q: 3 clusters Score -1.032287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10322876.000000 Penalty: 5414.793945
	Iteration 62Q: 3 clusters Score -1.032288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10322887.000000 Penalty: 5414.793945
	Iteration 63Q: 3 clusters Score -1.032289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -10322871.000000 Penalty: 5414.793945
	Iteration 64Q: 3 clusters Score -1.032287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -10322882.000000 Penalty: 5414.793945
	Iteration 65Q: 3 clusters Score -1.032288e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -10322861.000000 Penalty: 5414.793945
	Iteration 66Q: 3 clusters Score -1.032286e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10322871.000000 Penalty: 5414.793945
	Iteration 67Q: 3 clusters Score -1.032287e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -10322871.000000 Penalty: 5414.793945
	Iteration 68Q: 3 clusters Score -1.032287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -10322856.000000 Penalty: 5414.793945
	Iteration 69Q: 3 clusters Score -1.032286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -10322871.000000 Penalty: 5414.793945
	Iteration 70Q: 3 clusters Score -1.032287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10322880.000000 Penalty: 5414.793945
	Iteration 71Q: 3 clusters Score -1.032288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -10322887.000000 Penalty: 5414.793945
	Iteration 72Q: 3 clusters Score -1.032289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -10322883.000000 Penalty: 5414.793945
	Iteration 73Q: 3 clusters Score -1.032288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -10322877.000000 Penalty: 5414.793945
	Iteration 74Q: 3 clusters Score -1.032288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -10322876.000000 Penalty: 5414.793945
	Iteration 75Q: 3 clusters Score -1.032288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -10322879.000000 Penalty: 5414.793945
	Iteration 76Q: 3 clusters Score -1.032288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -10322882.000000 Penalty: 5414.793945
	Iteration 77Q: 3 clusters Score -1.032288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -10322877.000000 Penalty: 5414.793945
	Iteration 78Q: 3 clusters Score -1.032288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -10322874.000000 Penalty: 5414.793945
	Iteration 79Q: 3 clusters Score -1.032287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10322871.000000 Penalty: 5414.793945
	Iteration 80F: 3 clusters Score -1.032287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -10322878.000000 Penalty: 5414.793945
	Iteration 81Q: 3 clusters Score -1.032288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -10322879.000000 Penalty: 5414.793945
	Iteration 82Q: 3 clusters Score -1.032288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -10322883.000000 Penalty: 5414.793945
	Iteration 83Q: 3 clusters Score -1.032288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10322882.000000 Penalty: 5414.793945
	Iteration 84Q: 3 clusters Score -1.032288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -10322883.000000 Penalty: 5414.793945
	Iteration 85Q: 3 clusters Score -1.032288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -10322877.000000 Penalty: 5414.793945
	Iteration 86Q: 3 clusters Score -1.032288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -10322890.000000 Penalty: 5414.793945
	Iteration 87Q: 3 clusters Score -1.032289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10322888.000000 Penalty: 5414.793945
	Iteration 88Q: 3 clusters Score -1.032289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10322888.000000 Penalty: 5414.793945
	Iteration 89F: 3 clusters Score -1.032289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 43386 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Mstep: Class 25 contains 4677 members 
Entering Unmasked Estep 
Score: -87073896.000000 Penalty: 80982.328125
Splitting cluster 13 changes total score from -87035680.000000 to -87073896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (43386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Entering Unmasked Estep 
Score: -8027306.500000 Penalty: 2648.117188
	Iteration 0F: 2 clusters Score -8027306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8008082.000000 Penalty: 5296.234375
	Iteration 0F: 3 clusters Score -8008082 nChanged 19970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8019140.500000 Penalty: 5296.234375
	Iteration 1F: 3 clusters Score -8019140 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -8019981.000000 Penalty: 5296.234375
	Iteration 2Q: 3 clusters Score -8019981 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -8021174.000000 Penalty: 5296.234375
	Iteration 3F: 3 clusters Score -8021174 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8022644.000000 Penalty: 5296.234375
	Iteration 4F: 3 clusters Score -8022644 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -8024566.500000 Penalty: 5296.234375
	Iteration 5F: 3 clusters Score -8024566 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -8026691.000000 Penalty: 5296.234375
	Iteration 6F: 3 clusters Score -8026691 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -8028604.000000 Penalty: 5296.234375
	Iteration 7F: 3 clusters Score -8028604 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -8029722.000000 Penalty: 5296.234375
	Iteration 8F: 3 clusters Score -8029722 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8029955.500000 Penalty: 5296.234375
	Iteration 9Q: 3 clusters Score -8029956 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -8030035.000000 Penalty: 5296.234375
	Iteration 10Q: 3 clusters Score -8030035 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -8030084.000000 Penalty: 5296.234375
	Iteration 11Q: 3 clusters Score -8030084 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -8030074.500000 Penalty: 5296.234375
	Iteration 12Q: 3 clusters Score -8030074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8030105.500000 Penalty: 5296.234375
	Iteration 13Q: 3 clusters Score -8030106 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -8030130.500000 Penalty: 5296.234375
	Iteration 14Q: 3 clusters Score -8030130 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8030156.000000 Penalty: 5296.234375
	Iteration 15Q: 3 clusters Score -8030156 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -8030171.000000 Penalty: 5296.234375
	Iteration 16Q: 3 clusters Score -8030171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8030171.500000 Penalty: 5296.234375
	Iteration 17Q: 3 clusters Score -8030172 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -8030185.500000 Penalty: 5296.234375
	Iteration 18Q: 3 clusters Score -8030186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -8030191.500000 Penalty: 5296.234375
	Iteration 19Q: 3 clusters Score -8030192 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -8030217.000000 Penalty: 5296.234375
	Iteration 20F: 3 clusters Score -8030217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8030194.500000 Penalty: 5296.234375
	Iteration 21Q: 3 clusters Score -8030194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8030229.000000 Penalty: 5296.234375
	Iteration 22Q: 3 clusters Score -8030229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8030252.000000 Penalty: 5296.234375
	Iteration 23Q: 3 clusters Score -8030252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -8030268.500000 Penalty: 5296.234375
	Iteration 24Q: 3 clusters Score -8030268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -8030284.000000 Penalty: 5296.234375
	Iteration 25Q: 3 clusters Score -8030284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8030284.000000 Penalty: 5296.234375
	Iteration 26Q: 3 clusters Score -8030284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -8030283.000000 Penalty: 5296.234375
	Iteration 27Q: 3 clusters Score -8030283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -8030289.000000 Penalty: 5296.234375
	Iteration 28Q: 3 clusters Score -8030289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8030296.500000 Penalty: 5296.234375
	Iteration 29Q: 3 clusters Score -8030296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8030294.000000 Penalty: 5296.234375
	Iteration 30Q: 3 clusters Score -8030294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8030291.000000 Penalty: 5296.234375
	Iteration 31Q: 3 clusters Score -8030291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8030295.000000 Penalty: 5296.234375
	Iteration 32Q: 3 clusters Score -8030295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -8030299.000000 Penalty: 5296.234375
	Iteration 33Q: 3 clusters Score -8030299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -8030306.500000 Penalty: 5296.234375
	Iteration 34Q: 3 clusters Score -8030306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -8030313.500000 Penalty: 5296.234375
	Iteration 35Q: 3 clusters Score -8030314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -8030314.500000 Penalty: 5296.234375
	Iteration 36Q: 3 clusters Score -8030314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8030305.500000 Penalty: 5296.234375
	Iteration 37Q: 3 clusters Score -8030306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8030303.500000 Penalty: 5296.234375
	Iteration 38Q: 3 clusters Score -8030304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8030298.500000 Penalty: 5296.234375
	Iteration 39Q: 3 clusters Score -8030298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8030303.000000 Penalty: 5296.234375
	Iteration 40F: 3 clusters Score -8030303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -8030289.500000 Penalty: 5296.234375
	Iteration 41Q: 3 clusters Score -8030290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8030286.000000 Penalty: 5296.234375
	Iteration 42Q: 3 clusters Score -8030286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -8030287.000000 Penalty: 5296.234375
	Iteration 43Q: 3 clusters Score -8030287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8030292.500000 Penalty: 5296.234375
	Iteration 44Q: 3 clusters Score -8030292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -8030297.500000 Penalty: 5296.234375
	Iteration 45Q: 3 clusters Score -8030298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -8030294.500000 Penalty: 5296.234375
	Iteration 46Q: 3 clusters Score -8030294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8030292.000000 Penalty: 5296.234375
	Iteration 47Q: 3 clusters Score -8030292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -8030285.500000 Penalty: 5296.234375
	Iteration 48Q: 3 clusters Score -8030286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8030285.500000 Penalty: 5296.234375
	Iteration 49Q: 3 clusters Score -8030286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8030284.000000 Penalty: 5296.234375
	Iteration 50Q: 3 clusters Score -8030284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8030288.000000 Penalty: 5296.234375
	Iteration 51Q: 3 clusters Score -8030288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8030301.500000 Penalty: 5296.234375
	Iteration 52Q: 3 clusters Score -8030302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -8030296.500000 Penalty: 5296.234375
	Iteration 53Q: 3 clusters Score -8030296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8030300.000000 Penalty: 5296.234375
	Iteration 54Q: 3 clusters Score -8030300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8030296.500000 Penalty: 5296.234375
	Iteration 55Q: 3 clusters Score -8030296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8030295.500000 Penalty: 5296.234375
	Iteration 56Q: 3 clusters Score -8030296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8030301.500000 Penalty: 5296.234375
	Iteration 57Q: 3 clusters Score -8030302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8030301.000000 Penalty: 5296.234375
	Iteration 58Q: 3 clusters Score -8030301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -8030317.000000 Penalty: 5296.234375
	Iteration 59Q: 3 clusters Score -8030317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8030313.000000 Penalty: 5296.234375
	Iteration 60F: 3 clusters Score -8030313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8030327.000000 Penalty: 5296.234375
	Iteration 61Q: 3 clusters Score -8030327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -8030312.000000 Penalty: 5296.234375
	Iteration 62Q: 3 clusters Score -8030312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -8030320.000000 Penalty: 5296.234375
	Iteration 63Q: 3 clusters Score -8030320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8030327.500000 Penalty: 5296.234375
	Iteration 64Q: 3 clusters Score -8030328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -8030329.000000 Penalty: 5296.234375
	Iteration 65Q: 3 clusters Score -8030329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -8030333.500000 Penalty: 5296.234375
	Iteration 66Q: 3 clusters Score -8030334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8030328.000000 Penalty: 5296.234375
	Iteration 67Q: 3 clusters Score -8030328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8030326.500000 Penalty: 5296.234375
	Iteration 68Q: 3 clusters Score -8030326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8030327.000000 Penalty: 5296.234375
	Iteration 69Q: 3 clusters Score -8030327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -8030319.500000 Penalty: 5296.234375
	Iteration 70Q: 3 clusters Score -8030320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8030336.000000 Penalty: 5296.234375
	Iteration 71Q: 3 clusters Score -8030336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8030324.500000 Penalty: 5296.234375
	Iteration 72Q: 3 clusters Score -8030324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8030313.000000 Penalty: 5296.234375
	Iteration 73Q: 3 clusters Score -8030313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -8030302.000000 Penalty: 5296.234375
	Iteration 74Q: 3 clusters Score -8030302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8030306.000000 Penalty: 5296.234375
	Iteration 75Q: 3 clusters Score -8030306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8030308.000000 Penalty: 5296.234375
	Iteration 76Q: 3 clusters Score -8030308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8030320.500000 Penalty: 5296.234375
	Iteration 77Q: 3 clusters Score -8030320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8030321.000000 Penalty: 5296.234375
	Iteration 78Q: 3 clusters Score -8030321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -8030317.000000 Penalty: 5296.234375
	Iteration 79Q: 3 clusters Score -8030317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8030324.500000 Penalty: 5296.234375
	Iteration 80F: 3 clusters Score -8030324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8030323.000000 Penalty: 5296.234375
	Iteration 81Q: 3 clusters Score -8030323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8030324.500000 Penalty: 5296.234375
	Iteration 82Q: 3 clusters Score -8030324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8030309.500000 Penalty: 5296.234375
	Iteration 83Q: 3 clusters Score -8030310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8030307.000000 Penalty: 5296.234375
	Iteration 84Q: 3 clusters Score -8030307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8030302.000000 Penalty: 5296.234375
	Iteration 85Q: 3 clusters Score -8030302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8030308.000000 Penalty: 5296.234375
	Iteration 86Q: 3 clusters Score -8030308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8030309.000000 Penalty: 5296.234375
	Iteration 87Q: 3 clusters Score -8030309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8030314.500000 Penalty: 5296.234375
	Iteration 88Q: 3 clusters Score -8030314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8030317.500000 Penalty: 5296.234375
	Iteration 89Q: 3 clusters Score -8030318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8030332.500000 Penalty: 5296.234375
	Iteration 90Q: 3 clusters Score -8030332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8030328.000000 Penalty: 5296.234375
	Iteration 91Q: 3 clusters Score -8030328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8030324.000000 Penalty: 5296.234375
	Iteration 92Q: 3 clusters Score -8030324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8030329.500000 Penalty: 5296.234375
	Iteration 93Q: 3 clusters Score -8030330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8030333.000000 Penalty: 5296.234375
	Iteration 94Q: 3 clusters Score -8030333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8030335.500000 Penalty: 5296.234375
	Iteration 95Q: 3 clusters Score -8030336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8030322.000000 Penalty: 5296.234375
	Iteration 96Q: 3 clusters Score -8030322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8030329.000000 Penalty: 5296.234375
	Iteration 97Q: 3 clusters Score -8030329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -8030328.500000 Penalty: 5296.234375
	Iteration 98Q: 3 clusters Score -8030328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8030323.000000 Penalty: 5296.234375
	Iteration 99Q: 3 clusters Score -8030323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8030320.500000 Penalty: 5296.234375
	Iteration 100F: 3 clusters Score -8030320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8030324.000000 Penalty: 5296.234375
	Iteration 101Q: 3 clusters Score -8030324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8030323.000000 Penalty: 5296.234375
	Iteration 102Q: 3 clusters Score -8030323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8030333.000000 Penalty: 5296.234375
	Iteration 103Q: 3 clusters Score -8030333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8030334.000000 Penalty: 5296.234375
	Iteration 104Q: 3 clusters Score -8030334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8030337.000000 Penalty: 5296.234375
	Iteration 105Q: 3 clusters Score -8030337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8030324.500000 Penalty: 5296.234375
	Iteration 106Q: 3 clusters Score -8030324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8030320.000000 Penalty: 5296.234375
	Iteration 107Q: 3 clusters Score -8030320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8030307.000000 Penalty: 5296.234375
	Iteration 108Q: 3 clusters Score -8030307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8030316.000000 Penalty: 5296.234375
	Iteration 109Q: 3 clusters Score -8030316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -8030313.000000 Penalty: 5296.234375
	Iteration 110Q: 3 clusters Score -8030313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -8030319.000000 Penalty: 5296.234375
	Iteration 111Q: 3 clusters Score -8030319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8030319.500000 Penalty: 5296.234375
	Iteration 112Q: 3 clusters Score -8030320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8030320.500000 Penalty: 5296.234375
	Iteration 113Q: 3 clusters Score -8030320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -8030316.000000 Penalty: 5296.234375
	Iteration 114Q: 3 clusters Score -8030316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8030315.000000 Penalty: 5296.234375
	Iteration 115Q: 3 clusters Score -8030315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8030313.000000 Penalty: 5296.234375
	Iteration 116Q: 3 clusters Score -8030313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8030319.500000 Penalty: 5296.234375
	Iteration 117Q: 3 clusters Score -8030320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8030317.500000 Penalty: 5296.234375
	Iteration 118Q: 3 clusters Score -8030318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8030317.000000 Penalty: 5296.234375
	Iteration 119Q: 3 clusters Score -8030317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8030317.000000 Penalty: 5296.234375
	Iteration 120F: 3 clusters Score -8030317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 49655 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 21585 members 
Entering Unmasked Estep 
Score: -87075992.000000 Penalty: 84221.617188
Splitting cluster 15 changes total score from -87035680.000000 to -87075992.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (49655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Entering Unmasked Estep 
Score: -9266310.000000 Penalty: 2681.587891
	Iteration 0F: 2 clusters Score -9266310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9255232.000000 Penalty: 5363.175781
	Iteration 0F: 3 clusters Score -9255232 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -9267951.000000 Penalty: 5363.175781
	Iteration 1F: 3 clusters Score -9267951 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9268529.000000 Penalty: 5363.175781
	Iteration 2F: 3 clusters Score -9268529 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -9269152.000000 Penalty: 5363.175781
	Iteration 3Q: 3 clusters Score -9269152 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -9269781.000000 Penalty: 5363.175781
	Iteration 4Q: 3 clusters Score -9269781 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -9270519.000000 Penalty: 5363.175781
	Iteration 5Q: 3 clusters Score -9270519 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -9271533.000000 Penalty: 5363.175781
	Iteration 6Q: 3 clusters Score -9271533 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -9272891.000000 Penalty: 5363.175781
	Iteration 7Q: 3 clusters Score -9272891 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -9274532.000000 Penalty: 5363.175781
	Iteration 8F: 3 clusters Score -9274532 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -9276269.000000 Penalty: 5363.175781
	Iteration 9F: 3 clusters Score -9276269 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9277464.000000 Penalty: 5363.175781
	Iteration 10Q: 3 clusters Score -9277464 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -9277942.000000 Penalty: 5363.175781
	Iteration 11Q: 3 clusters Score -9277942 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -9278122.000000 Penalty: 5363.175781
	Iteration 12Q: 3 clusters Score -9278122 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -9278153.000000 Penalty: 5363.175781
	Iteration 13Q: 3 clusters Score -9278153 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -9278198.000000 Penalty: 5363.175781
	Iteration 14Q: 3 clusters Score -9278198 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9278258.000000 Penalty: 5363.175781
	Iteration 15Q: 3 clusters Score -9278258 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -9278321.000000 Penalty: 5363.175781
	Iteration 16Q: 3 clusters Score -9278321 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -9278358.000000 Penalty: 5363.175781
	Iteration 17Q: 3 clusters Score -9278358 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -9278423.000000 Penalty: 5363.175781
	Iteration 18Q: 3 clusters Score -9278423 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -9278513.000000 Penalty: 5363.175781
	Iteration 19Q: 3 clusters Score -9278513 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -9278551.000000 Penalty: 5363.175781
	Iteration 20F: 3 clusters Score -9278551 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -9278600.000000 Penalty: 5363.175781
	Iteration 21Q: 3 clusters Score -9278600 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -9278659.000000 Penalty: 5363.175781
	Iteration 22Q: 3 clusters Score -9278659 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -9278713.000000 Penalty: 5363.175781
	Iteration 23Q: 3 clusters Score -9278713 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -9278752.000000 Penalty: 5363.175781
	Iteration 24Q: 3 clusters Score -9278752 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -9278804.000000 Penalty: 5363.175781
	Iteration 25Q: 3 clusters Score -9278804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -9278843.000000 Penalty: 5363.175781
	Iteration 26Q: 3 clusters Score -9278843 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -9278854.000000 Penalty: 5363.175781
	Iteration 27Q: 3 clusters Score -9278854 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -9278878.000000 Penalty: 5363.175781
	Iteration 28Q: 3 clusters Score -9278878 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -9278914.000000 Penalty: 5363.175781
	Iteration 29Q: 3 clusters Score -9278914 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -9278950.000000 Penalty: 5363.175781
	Iteration 30Q: 3 clusters Score -9278950 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9278963.000000 Penalty: 5363.175781
	Iteration 31Q: 3 clusters Score -9278963 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9278978.000000 Penalty: 5363.175781
	Iteration 32Q: 3 clusters Score -9278978 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -9279000.000000 Penalty: 5363.175781
	Iteration 33Q: 3 clusters Score -9279000 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -9279068.000000 Penalty: 5363.175781
	Iteration 34Q: 3 clusters Score -9279068 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -9279147.000000 Penalty: 5363.175781
	Iteration 35Q: 3 clusters Score -9279147 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -9279219.000000 Penalty: 5363.175781
	Iteration 36Q: 3 clusters Score -9279219 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -9279297.000000 Penalty: 5363.175781
	Iteration 37Q: 3 clusters Score -9279297 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -9279342.000000 Penalty: 5363.175781
	Iteration 38Q: 3 clusters Score -9279342 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -9279450.000000 Penalty: 5363.175781
	Iteration 39Q: 3 clusters Score -9279450 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -9279515.000000 Penalty: 5363.175781
	Iteration 40F: 3 clusters Score -9279515 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -9279587.000000 Penalty: 5363.175781
	Iteration 41Q: 3 clusters Score -9279587 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -9279645.000000 Penalty: 5363.175781
	Iteration 42Q: 3 clusters Score -9279645 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -9279727.000000 Penalty: 5363.175781
	Iteration 43Q: 3 clusters Score -9279727 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -9279796.000000 Penalty: 5363.175781
	Iteration 44Q: 3 clusters Score -9279796 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -9279789.000000 Penalty: 5363.175781
	Iteration 45Q: 3 clusters Score -9279789 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9279806.000000 Penalty: 5363.175781
	Iteration 46Q: 3 clusters Score -9279806 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -9279928.000000 Penalty: 5363.175781
	Iteration 47Q: 3 clusters Score -9279928 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -9279968.000000 Penalty: 5363.175781
	Iteration 48Q: 3 clusters Score -9279968 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -9280013.000000 Penalty: 5363.175781
	Iteration 49Q: 3 clusters Score -9280013 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -9280072.000000 Penalty: 5363.175781
	Iteration 50Q: 3 clusters Score -9280072 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -9280084.000000 Penalty: 5363.175781
	Iteration 51Q: 3 clusters Score -9280084 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -9280117.000000 Penalty: 5363.175781
	Iteration 52Q: 3 clusters Score -9280117 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -9280112.000000 Penalty: 5363.175781
	Iteration 53Q: 3 clusters Score -9280112 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -9280175.000000 Penalty: 5363.175781
	Iteration 54Q: 3 clusters Score -9280175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -9280203.000000 Penalty: 5363.175781
	Iteration 55Q: 3 clusters Score -9280203 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -9280229.000000 Penalty: 5363.175781
	Iteration 56Q: 3 clusters Score -9280229 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9280240.000000 Penalty: 5363.175781
	Iteration 57Q: 3 clusters Score -9280240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -9280258.000000 Penalty: 5363.175781
	Iteration 58Q: 3 clusters Score -9280258 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -9280276.000000 Penalty: 5363.175781
	Iteration 59Q: 3 clusters Score -9280276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9280260.000000 Penalty: 5363.175781
	Iteration 60F: 3 clusters Score -9280260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -9280259.000000 Penalty: 5363.175781
	Iteration 61Q: 3 clusters Score -9280259 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -9280284.000000 Penalty: 5363.175781
	Iteration 62Q: 3 clusters Score -9280284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9280310.000000 Penalty: 5363.175781
	Iteration 63Q: 3 clusters Score -9280310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -9280304.000000 Penalty: 5363.175781
	Iteration 64Q: 3 clusters Score -9280304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -9280303.000000 Penalty: 5363.175781
	Iteration 65Q: 3 clusters Score -9280303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -9280284.000000 Penalty: 5363.175781
	Iteration 66Q: 3 clusters Score -9280284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9280301.000000 Penalty: 5363.175781
	Iteration 67Q: 3 clusters Score -9280301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -9280310.000000 Penalty: 5363.175781
	Iteration 68Q: 3 clusters Score -9280310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -9280301.000000 Penalty: 5363.175781
	Iteration 69Q: 3 clusters Score -9280301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -9280307.000000 Penalty: 5363.175781
	Iteration 70Q: 3 clusters Score -9280307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -9280298.000000 Penalty: 5363.175781
	Iteration 71Q: 3 clusters Score -9280298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -9280300.000000 Penalty: 5363.175781
	Iteration 72Q: 3 clusters Score -9280300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -9280307.000000 Penalty: 5363.175781
	Iteration 73Q: 3 clusters Score -9280307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -9280306.000000 Penalty: 5363.175781
	Iteration 74Q: 3 clusters Score -9280306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -9280312.000000 Penalty: 5363.175781
	Iteration 75Q: 3 clusters Score -9280312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -9280337.000000 Penalty: 5363.175781
	Iteration 76Q: 3 clusters Score -9280337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -9280321.000000 Penalty: 5363.175781
	Iteration 77Q: 3 clusters Score -9280321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5363.175781
	Iteration 78Q: 3 clusters Score -9280330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -9280333.000000 Penalty: 5363.175781
	Iteration 79Q: 3 clusters Score -9280333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -9280327.000000 Penalty: 5363.175781
	Iteration 80F: 3 clusters Score -9280327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -9280336.000000 Penalty: 5363.175781
	Iteration 81Q: 3 clusters Score -9280336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -9280326.000000 Penalty: 5363.175781
	Iteration 82Q: 3 clusters Score -9280326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5363.175781
	Iteration 83Q: 3 clusters Score -9280330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5363.175781
	Iteration 84Q: 3 clusters Score -9280330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5363.175781
	Iteration 85F: 3 clusters Score -9280330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 22471 members 
Entering Unmasked Estep 
Score: -87089400.000000 Penalty: 87460.914062
Splitting cluster 16 changes total score from -87035680.000000 to -87089400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (46437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Entering Unmasked Estep 
Score: -9060696.000000 Penalty: 2664.971191
	Iteration 0F: 2 clusters Score -9060696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -9049590.000000 Penalty: 5329.942383
	Iteration 0F: 3 clusters Score -9049590 nChanged 21345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -9061222.000000 Penalty: 5329.942383
	Iteration 1F: 3 clusters Score -9061222 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -9061762.000000 Penalty: 5329.942383
	Iteration 2Q: 3 clusters Score -9061762 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9062150.000000 Penalty: 5329.942383
	Iteration 3Q: 3 clusters Score -9062150 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -9062568.000000 Penalty: 5329.942383
	Iteration 4Q: 3 clusters Score -9062568 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -9062907.000000 Penalty: 5329.942383
	Iteration 5Q: 3 clusters Score -9062907 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -9063410.000000 Penalty: 5329.942383
	Iteration 6Q: 3 clusters Score -9063410 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -9063909.000000 Penalty: 5329.942383
	Iteration 7Q: 3 clusters Score -9063909 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -9064454.000000 Penalty: 5329.942383
	Iteration 8Q: 3 clusters Score -9064454 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -9064999.000000 Penalty: 5329.942383
	Iteration 9Q: 3 clusters Score -9064999 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -9065838.000000 Penalty: 5329.942383
	Iteration 10Q: 3 clusters Score -9065838 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -9066872.000000 Penalty: 5329.942383
	Iteration 11Q: 3 clusters Score -9066872 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -9068052.000000 Penalty: 5329.942383
	Iteration 12Q: 3 clusters Score -9068052 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -9069110.000000 Penalty: 5329.942383
	Iteration 13Q: 3 clusters Score -9069110 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -9069701.000000 Penalty: 5329.942383
	Iteration 14Q: 3 clusters Score -9069701 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -9069955.000000 Penalty: 5329.942383
	Iteration 15Q: 3 clusters Score -9069955 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -9070154.000000 Penalty: 5329.942383
	Iteration 16Q: 3 clusters Score -9070154 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -9070257.000000 Penalty: 5329.942383
	Iteration 17Q: 3 clusters Score -9070257 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9070319.000000 Penalty: 5329.942383
	Iteration 18Q: 3 clusters Score -9070319 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -9070435.000000 Penalty: 5329.942383
	Iteration 19Q: 3 clusters Score -9070435 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -9070519.000000 Penalty: 5329.942383
	Iteration 20F: 3 clusters Score -9070519 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9070588.000000 Penalty: 5329.942383
	Iteration 21Q: 3 clusters Score -9070588 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9070678.000000 Penalty: 5329.942383
	Iteration 22Q: 3 clusters Score -9070678 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9070719.000000 Penalty: 5329.942383
	Iteration 23Q: 3 clusters Score -9070719 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -9070829.000000 Penalty: 5329.942383
	Iteration 24Q: 3 clusters Score -9070829 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9070932.000000 Penalty: 5329.942383
	Iteration 25Q: 3 clusters Score -9070932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -9071030.000000 Penalty: 5329.942383
	Iteration 26Q: 3 clusters Score -9071030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -9071074.000000 Penalty: 5329.942383
	Iteration 27Q: 3 clusters Score -9071074 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -9071110.000000 Penalty: 5329.942383
	Iteration 28Q: 3 clusters Score -9071110 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -9071192.000000 Penalty: 5329.942383
	Iteration 29Q: 3 clusters Score -9071192 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -9071204.000000 Penalty: 5329.942383
	Iteration 30Q: 3 clusters Score -9071204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -9071234.000000 Penalty: 5329.942383
	Iteration 31Q: 3 clusters Score -9071234 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -9071288.000000 Penalty: 5329.942383
	Iteration 32Q: 3 clusters Score -9071288 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9071323.000000 Penalty: 5329.942383
	Iteration 33Q: 3 clusters Score -9071323 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -9071373.000000 Penalty: 5329.942383
	Iteration 34Q: 3 clusters Score -9071373 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -9071424.000000 Penalty: 5329.942383
	Iteration 35Q: 3 clusters Score -9071424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -9071448.000000 Penalty: 5329.942383
	Iteration 36Q: 3 clusters Score -9071448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -9071466.000000 Penalty: 5329.942383
	Iteration 37Q: 3 clusters Score -9071466 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -9071503.000000 Penalty: 5329.942383
	Iteration 38Q: 3 clusters Score -9071503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -9071514.000000 Penalty: 5329.942383
	Iteration 39Q: 3 clusters Score -9071514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9071537.000000 Penalty: 5329.942383
	Iteration 40F: 3 clusters Score -9071537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -9071519.000000 Penalty: 5329.942383
	Iteration 41Q: 3 clusters Score -9071519 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -9071552.000000 Penalty: 5329.942383
	Iteration 42Q: 3 clusters Score -9071552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -9071541.000000 Penalty: 5329.942383
	Iteration 43Q: 3 clusters Score -9071541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -9071564.000000 Penalty: 5329.942383
	Iteration 44Q: 3 clusters Score -9071564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -9071559.000000 Penalty: 5329.942383
	Iteration 45Q: 3 clusters Score -9071559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9071593.000000 Penalty: 5329.942383
	Iteration 46Q: 3 clusters Score -9071593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -9071619.000000 Penalty: 5329.942383
	Iteration 47Q: 3 clusters Score -9071619 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -9071644.000000 Penalty: 5329.942383
	Iteration 48Q: 3 clusters Score -9071644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -9071641.000000 Penalty: 5329.942383
	Iteration 49Q: 3 clusters Score -9071641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -9071635.000000 Penalty: 5329.942383
	Iteration 50Q: 3 clusters Score -9071635 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -9071619.000000 Penalty: 5329.942383
	Iteration 51Q: 3 clusters Score -9071619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -9071647.000000 Penalty: 5329.942383
	Iteration 52Q: 3 clusters Score -9071647 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -9071648.000000 Penalty: 5329.942383
	Iteration 53Q: 3 clusters Score -9071648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -9071663.000000 Penalty: 5329.942383
	Iteration 54Q: 3 clusters Score -9071663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -9071686.000000 Penalty: 5329.942383
	Iteration 55Q: 3 clusters Score -9071686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -9071713.000000 Penalty: 5329.942383
	Iteration 56Q: 3 clusters Score -9071713 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -9071724.000000 Penalty: 5329.942383
	Iteration 57Q: 3 clusters Score -9071724 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -9071732.000000 Penalty: 5329.942383
	Iteration 58Q: 3 clusters Score -9071732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -9071727.000000 Penalty: 5329.942383
	Iteration 59Q: 3 clusters Score -9071727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -9071727.000000 Penalty: 5329.942383
	Iteration 60F: 3 clusters Score -9071727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -9071733.000000 Penalty: 5329.942383
	Iteration 61Q: 3 clusters Score -9071733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -9071766.000000 Penalty: 5329.942383
	Iteration 62Q: 3 clusters Score -9071766 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -9071772.000000 Penalty: 5329.942383
	Iteration 63Q: 3 clusters Score -9071772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -9071777.000000 Penalty: 5329.942383
	Iteration 64Q: 3 clusters Score -9071777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -9071801.000000 Penalty: 5329.942383
	Iteration 65Q: 3 clusters Score -9071801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9071811.000000 Penalty: 5329.942383
	Iteration 66Q: 3 clusters Score -9071811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9071816.000000 Penalty: 5329.942383
	Iteration 67Q: 3 clusters Score -9071816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -9071801.000000 Penalty: 5329.942383
	Iteration 68Q: 3 clusters Score -9071801 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -9071830.000000 Penalty: 5329.942383
	Iteration 69Q: 3 clusters Score -9071830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -9071833.000000 Penalty: 5329.942383
	Iteration 70Q: 3 clusters Score -9071833 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -9071847.000000 Penalty: 5329.942383
	Iteration 71Q: 3 clusters Score -9071847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9071819.000000 Penalty: 5329.942383
	Iteration 72Q: 3 clusters Score -9071819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -9071846.000000 Penalty: 5329.942383
	Iteration 73Q: 3 clusters Score -9071846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -9071852.000000 Penalty: 5329.942383
	Iteration 74Q: 3 clusters Score -9071852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -9071847.000000 Penalty: 5329.942383
	Iteration 75Q: 3 clusters Score -9071847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9071879.000000 Penalty: 5329.942383
	Iteration 76Q: 3 clusters Score -9071879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -9071900.000000 Penalty: 5329.942383
	Iteration 77Q: 3 clusters Score -9071900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -9071910.000000 Penalty: 5329.942383
	Iteration 78Q: 3 clusters Score -9071910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -9071925.000000 Penalty: 5329.942383
	Iteration 79Q: 3 clusters Score -9071925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -9071927.000000 Penalty: 5329.942383
	Iteration 80F: 3 clusters Score -9071927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -9071935.000000 Penalty: 5329.942383
	Iteration 81Q: 3 clusters Score -9071935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -9071937.000000 Penalty: 5329.942383
	Iteration 82Q: 3 clusters Score -9071937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -9071937.000000 Penalty: 5329.942383
	Iteration 83Q: 3 clusters Score -9071937 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9071975.000000 Penalty: 5329.942383
	Iteration 84Q: 3 clusters Score -9071975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -9071977.000000 Penalty: 5329.942383
	Iteration 85Q: 3 clusters Score -9071977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -9071987.000000 Penalty: 5329.942383
	Iteration 86Q: 3 clusters Score -9071987 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -9071950.000000 Penalty: 5329.942383
	Iteration 87Q: 3 clusters Score -9071950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -9071973.000000 Penalty: 5329.942383
	Iteration 88Q: 3 clusters Score -9071973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -9071987.000000 Penalty: 5329.942383
	Iteration 89Q: 3 clusters Score -9071987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -9072011.000000 Penalty: 5329.942383
	Iteration 90Q: 3 clusters Score -9072011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -9071991.000000 Penalty: 5329.942383
	Iteration 91Q: 3 clusters Score -9071991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -9071979.000000 Penalty: 5329.942383
	Iteration 92Q: 3 clusters Score -9071979 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -9071991.000000 Penalty: 5329.942383
	Iteration 93Q: 3 clusters Score -9071991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -9072003.000000 Penalty: 5329.942383
	Iteration 94Q: 3 clusters Score -9072003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -9071990.000000 Penalty: 5329.942383
	Iteration 95Q: 3 clusters Score -9071990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -9071994.000000 Penalty: 5329.942383
	Iteration 96Q: 3 clusters Score -9071994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -9071967.000000 Penalty: 5329.942383
	Iteration 97Q: 3 clusters Score -9071967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -9071958.000000 Penalty: 5329.942383
	Iteration 98Q: 3 clusters Score -9071958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -9071964.000000 Penalty: 5329.942383
	Iteration 99Q: 3 clusters Score -9071964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -9071958.000000 Penalty: 5329.942383
	Iteration 100F: 3 clusters Score -9071958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -9071954.000000 Penalty: 5329.942383
	Iteration 101Q: 3 clusters Score -9071954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -9071955.000000 Penalty: 5329.942383
	Iteration 102Q: 3 clusters Score -9071955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -9071945.000000 Penalty: 5329.942383
	Iteration 103Q: 3 clusters Score -9071945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -9071947.000000 Penalty: 5329.942383
	Iteration 104Q: 3 clusters Score -9071947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9071940.000000 Penalty: 5329.942383
	Iteration 105Q: 3 clusters Score -9071940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9071945.000000 Penalty: 5329.942383
	Iteration 106Q: 3 clusters Score -9071945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -9071950.000000 Penalty: 5329.942383
	Iteration 107Q: 3 clusters Score -9071950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9071962.000000 Penalty: 5329.942383
	Iteration 108Q: 3 clusters Score -9071962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -9071971.000000 Penalty: 5329.942383
	Iteration 109Q: 3 clusters Score -9071971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9071985.000000 Penalty: 5329.942383
	Iteration 110Q: 3 clusters Score -9071985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -9072003.000000 Penalty: 5329.942383
	Iteration 111Q: 3 clusters Score -9072003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9072022.000000 Penalty: 5329.942383
	Iteration 112Q: 3 clusters Score -9072022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9072033.000000 Penalty: 5329.942383
	Iteration 113Q: 3 clusters Score -9072033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -9072039.000000 Penalty: 5329.942383
	Iteration 114Q: 3 clusters Score -9072039 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -9072073.000000 Penalty: 5329.942383
	Iteration 115Q: 3 clusters Score -9072073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -9072075.000000 Penalty: 5329.942383
	Iteration 116Q: 3 clusters Score -9072075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -9072085.000000 Penalty: 5329.942383
	Iteration 117Q: 3 clusters Score -9072085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9072091.000000 Penalty: 5329.942383
	Iteration 118Q: 3 clusters Score -9072091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -9072101.000000 Penalty: 5329.942383
	Iteration 119Q: 3 clusters Score -9072101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -9072084.000000 Penalty: 5329.942383
	Iteration 120F: 3 clusters Score -9072084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9072103.000000 Penalty: 5329.942383
	Iteration 121Q: 3 clusters Score -9072103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -9072114.000000 Penalty: 5329.942383
	Iteration 122Q: 3 clusters Score -9072114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -9072117.000000 Penalty: 5329.942383
	Iteration 123Q: 3 clusters Score -9072117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -9072118.000000 Penalty: 5329.942383
	Iteration 124Q: 3 clusters Score -9072118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -9072103.000000 Penalty: 5329.942383
	Iteration 125Q: 3 clusters Score -9072103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -9072105.000000 Penalty: 5329.942383
	Iteration 126Q: 3 clusters Score -9072105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -9072102.000000 Penalty: 5329.942383
	Iteration 127Q: 3 clusters Score -9072102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -9072106.000000 Penalty: 5329.942383
	Iteration 128Q: 3 clusters Score -9072106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9072110.000000 Penalty: 5329.942383
	Iteration 129Q: 3 clusters Score -9072110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -9072124.000000 Penalty: 5329.942383
	Iteration 130Q: 3 clusters Score -9072124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9072142.000000 Penalty: 5329.942383
	Iteration 131Q: 3 clusters Score -9072142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -9072156.000000 Penalty: 5329.942383
	Iteration 132Q: 3 clusters Score -9072156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -9072170.000000 Penalty: 5329.942383
	Iteration 133Q: 3 clusters Score -9072170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9072166.000000 Penalty: 5329.942383
	Iteration 134Q: 3 clusters Score -9072166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9072172.000000 Penalty: 5329.942383
	Iteration 135Q: 3 clusters Score -9072172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9072163.000000 Penalty: 5329.942383
	Iteration 136Q: 3 clusters Score -9072163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -9072158.000000 Penalty: 5329.942383
	Iteration 137Q: 3 clusters Score -9072158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9072159.000000 Penalty: 5329.942383
	Iteration 138Q: 3 clusters Score -9072159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -9072169.000000 Penalty: 5329.942383
	Iteration 139Q: 3 clusters Score -9072169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9072176.000000 Penalty: 5329.942383
	Iteration 140F: 3 clusters Score -9072176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -9072180.000000 Penalty: 5329.942383
	Iteration 141Q: 3 clusters Score -9072180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -9072174.000000 Penalty: 5329.942383
	Iteration 142Q: 3 clusters Score -9072174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -9072182.000000 Penalty: 5329.942383
	Iteration 143Q: 3 clusters Score -9072182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9072189.000000 Penalty: 5329.942383
	Iteration 144Q: 3 clusters Score -9072189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -9072203.000000 Penalty: 5329.942383
	Iteration 145Q: 3 clusters Score -9072203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -9072205.000000 Penalty: 5329.942383
	Iteration 146Q: 3 clusters Score -9072205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -9072208.000000 Penalty: 5329.942383
	Iteration 147Q: 3 clusters Score -9072208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -9072202.000000 Penalty: 5329.942383
	Iteration 148Q: 3 clusters Score -9072202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -9072204.000000 Penalty: 5329.942383
	Iteration 149Q: 3 clusters Score -9072204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9072205.000000 Penalty: 5329.942383
	Iteration 150Q: 3 clusters Score -9072205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -9072216.000000 Penalty: 5329.942383
	Iteration 151Q: 3 clusters Score -9072216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9072206.000000 Penalty: 5329.942383
	Iteration 152Q: 3 clusters Score -9072206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -9072211.000000 Penalty: 5329.942383
	Iteration 153Q: 3 clusters Score -9072211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9072208.000000 Penalty: 5329.942383
	Iteration 154Q: 3 clusters Score -9072208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -9072203.000000 Penalty: 5329.942383
	Iteration 155Q: 3 clusters Score -9072203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9072206.000000 Penalty: 5329.942383
	Iteration 156Q: 3 clusters Score -9072206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -9072200.000000 Penalty: 5329.942383
	Iteration 157Q: 3 clusters Score -9072200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -9072197.000000 Penalty: 5329.942383
	Iteration 158Q: 3 clusters Score -9072197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9072199.000000 Penalty: 5329.942383
	Iteration 159Q: 3 clusters Score -9072199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -9072200.000000 Penalty: 5329.942383
	Iteration 160F: 3 clusters Score -9072200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -9072211.000000 Penalty: 5329.942383
	Iteration 161Q: 3 clusters Score -9072211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -9072217.000000 Penalty: 5329.942383
	Iteration 162Q: 3 clusters Score -9072217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -9072231.000000 Penalty: 5329.942383
	Iteration 163Q: 3 clusters Score -9072231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -9072230.000000 Penalty: 5329.942383
	Iteration 164Q: 3 clusters Score -9072230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -9072219.000000 Penalty: 5329.942383
	Iteration 165Q: 3 clusters Score -9072219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -9072221.000000 Penalty: 5329.942383
	Iteration 166Q: 3 clusters Score -9072221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -9072226.000000 Penalty: 5329.942383
	Iteration 167Q: 3 clusters Score -9072226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9072228.000000 Penalty: 5329.942383
	Iteration 168Q: 3 clusters Score -9072228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -9072229.000000 Penalty: 5329.942383
	Iteration 169Q: 3 clusters Score -9072229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -9072231.000000 Penalty: 5329.942383
	Iteration 170Q: 3 clusters Score -9072231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072230.000000 Penalty: 5329.942383
	Iteration 171Q: 3 clusters Score -9072230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -9072233.000000 Penalty: 5329.942383
	Iteration 172Q: 3 clusters Score -9072233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -9072237.000000 Penalty: 5329.942383
	Iteration 173Q: 3 clusters Score -9072237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9072244.000000 Penalty: 5329.942383
	Iteration 174Q: 3 clusters Score -9072244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9072250.000000 Penalty: 5329.942383
	Iteration 175Q: 3 clusters Score -9072250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9072236.000000 Penalty: 5329.942383
	Iteration 176Q: 3 clusters Score -9072236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -9072239.000000 Penalty: 5329.942383
	Iteration 177Q: 3 clusters Score -9072239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -9072240.000000 Penalty: 5329.942383
	Iteration 178Q: 3 clusters Score -9072240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -9072248.000000 Penalty: 5329.942383
	Iteration 179Q: 3 clusters Score -9072248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9072243.000000 Penalty: 5329.942383
	Iteration 180F: 3 clusters Score -9072243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -9072246.000000 Penalty: 5329.942383
	Iteration 181Q: 3 clusters Score -9072246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9072263.000000 Penalty: 5329.942383
	Iteration 182Q: 3 clusters Score -9072263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9072264.000000 Penalty: 5329.942383
	Iteration 183Q: 3 clusters Score -9072264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -9072264.000000 Penalty: 5329.942383
	Iteration 184Q: 3 clusters Score -9072264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9072262.000000 Penalty: 5329.942383
	Iteration 185Q: 3 clusters Score -9072262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9072264.000000 Penalty: 5329.942383
	Iteration 186Q: 3 clusters Score -9072264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -9072280.000000 Penalty: 5329.942383
	Iteration 187Q: 3 clusters Score -9072280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -9072284.000000 Penalty: 5329.942383
	Iteration 188Q: 3 clusters Score -9072284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072273.000000 Penalty: 5329.942383
	Iteration 189Q: 3 clusters Score -9072273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9072267.000000 Penalty: 5329.942383
	Iteration 190Q: 3 clusters Score -9072267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -9072258.000000 Penalty: 5329.942383
	Iteration 191Q: 3 clusters Score -9072258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -9072264.000000 Penalty: 5329.942383
	Iteration 192Q: 3 clusters Score -9072264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9072266.000000 Penalty: 5329.942383
	Iteration 193Q: 3 clusters Score -9072266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -9072274.000000 Penalty: 5329.942383
	Iteration 194Q: 3 clusters Score -9072274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -9072269.000000 Penalty: 5329.942383
	Iteration 195Q: 3 clusters Score -9072269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -9072268.000000 Penalty: 5329.942383
	Iteration 196Q: 3 clusters Score -9072268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9072275.000000 Penalty: 5329.942383
	Iteration 197Q: 3 clusters Score -9072275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9072273.000000 Penalty: 5329.942383
	Iteration 198Q: 3 clusters Score -9072273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9072281.000000 Penalty: 5329.942383
	Iteration 199Q: 3 clusters Score -9072281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072283.000000 Penalty: 5329.942383
	Iteration 200F: 3 clusters Score -9072283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072296.000000 Penalty: 5329.942383
	Iteration 201Q: 3 clusters Score -9072296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -9072306.000000 Penalty: 5329.942383
	Iteration 202Q: 3 clusters Score -9072306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9072301.000000 Penalty: 5329.942383
	Iteration 203Q: 3 clusters Score -9072301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072300.000000 Penalty: 5329.942383
	Iteration 204Q: 3 clusters Score -9072300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9072299.000000 Penalty: 5329.942383
	Iteration 205Q: 3 clusters Score -9072299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -9072306.000000 Penalty: 5329.942383
	Iteration 206Q: 3 clusters Score -9072306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -9072299.000000 Penalty: 5329.942383
	Iteration 207Q: 3 clusters Score -9072299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -9072297.000000 Penalty: 5329.942383
	Iteration 208Q: 3 clusters Score -9072297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9072294.000000 Penalty: 5329.942383
	Iteration 209Q: 3 clusters Score -9072294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -9072291.000000 Penalty: 5329.942383
	Iteration 210Q: 3 clusters Score -9072291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -9072289.000000 Penalty: 5329.942383
	Iteration 211Q: 3 clusters Score -9072289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9072275.000000 Penalty: 5329.942383
	Iteration 212Q: 3 clusters Score -9072275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -9072275.000000 Penalty: 5329.942383
	Iteration 213Q: 3 clusters Score -9072275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -9072282.000000 Penalty: 5329.942383
	Iteration 214Q: 3 clusters Score -9072282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -9072285.000000 Penalty: 5329.942383
	Iteration 215Q: 3 clusters Score -9072285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -9072273.000000 Penalty: 5329.942383
	Iteration 216Q: 3 clusters Score -9072273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -9072284.000000 Penalty: 5329.942383
	Iteration 217Q: 3 clusters Score -9072284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -9072288.000000 Penalty: 5329.942383
	Iteration 218Q: 3 clusters Score -9072288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -9072290.000000 Penalty: 5329.942383
	Iteration 219Q: 3 clusters Score -9072290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -9072292.000000 Penalty: 5329.942383
	Iteration 220F: 3 clusters Score -9072292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -9072299.000000 Penalty: 5329.942383
	Iteration 221Q: 3 clusters Score -9072299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -9072311.000000 Penalty: 5329.942383
	Iteration 222Q: 3 clusters Score -9072311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -9072305.000000 Penalty: 5329.942383
	Iteration 223Q: 3 clusters Score -9072305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -9072306.000000 Penalty: 5329.942383
	Iteration 224Q: 3 clusters Score -9072306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9072305.000000 Penalty: 5329.942383
	Iteration 225Q: 3 clusters Score -9072305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9072305.000000 Penalty: 5329.942383
	Iteration 226F: 3 clusters Score -9072305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1360 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 23684 members 
Entering Unmasked Estep 
Score: -87100296.000000 Penalty: 90700.203125
Splitting cluster 17 changes total score from -87035680.000000 to -87100296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -228878.546875 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -228878.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -226834.031250 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -226834 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -227531.093750 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -227531.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -228132.468750 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -228132.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -228804.984375 Penalty: 3578.759033
	Iteration 3F: 3 clusters Score -228805 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -229354.890625 Penalty: 3578.759033
	Iteration 4F: 3 clusters Score -229354.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -229612.593750 Penalty: 3578.759033
	Iteration 5F: 3 clusters Score -229612.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -229925.312500 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -229925.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -230350.281250 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -230350.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -230450.218750 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -230450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -230512.593750 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -230512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -230531.015625 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -230531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -230534.671875 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -230534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -230536.031250 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -230536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -230539.687500 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -230539.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -230544.312500 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -230544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -230544.796875 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -230544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -230544.796875 Penalty: 3578.759033
	Iteration 16F: 3 clusters Score -230544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 864 members 
Mstep: Class 21 contains 23693 members 
Mstep: Class 22 contains 145 members 
Mstep: Class 23 contains 4107 members 
Mstep: Class 24 contains 23122 members 
Mstep: Class 25 contains 4677 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 23684 members 
Mstep: Class 29 contains 324 members 
Entering Unmasked Estep 
Score: -87100368.000000 Penalty: 93939.500000
Splitting cluster 18 changes total score from -87035680.000000 to -87100368.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 409 members 
Mstep: Class 4 contains 11716 members 
Mstep: Class 5 contains 25244 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 57385 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 395 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 50424 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87125072.000000 Penalty: 93939.500000
Iteration 39Q: 30 clusters Score -8.712507e+07 nChanged 36997
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 182 members 
Mstep: Class 3 contains 411 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 26629 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 57066 members 
Mstep: Class 8 contains 25446 members 
Mstep: Class 9 contains 41568 members 
Mstep: Class 10 contains 466 members 
Mstep: Class 11 contains 2644 members 
Mstep: Class 12 contains 23038 members 
Mstep: Class 13 contains 47289 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 26995 members 
Mstep: Class 16 contains 28716 members 
Mstep: Class 17 contains 23088 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 24195 members 
Mstep: Class 20 contains 884 members 
Mstep: Class 21 contains 23813 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 20529 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 21013 members 
Mstep: Class 27 contains 23921 members 
Mstep: Class 28 contains 22178 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87139104.000000 Penalty: 93939.500000
Iteration 40F: 30 clusters Score -8.71391e+07 nChanged 31880
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 11485 members 
Mstep: Class 5 contains 26394 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 52805 members 
Mstep: Class 8 contains 25180 members 
Mstep: Class 9 contains 39178 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 13 contains 43163 members 
Mstep: Class 14 contains 1285 members 
Mstep: Class 15 contains 30653 members 
Mstep: Class 16 contains 28458 members 
Mstep: Class 17 contains 21988 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 25639 members 
Mstep: Class 20 contains 1048 members 
Mstep: Class 21 contains 24341 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 21377 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 22195 members 
Mstep: Class 27 contains 29239 members 
Mstep: Class 28 contains 23491 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87145936.000000 Penalty: 93939.500000
Iteration 41F: 30 clusters Score -8.714594e+07 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 50540 members 
Mstep: Class 8 contains 24964 members 
Mstep: Class 9 contains 38652 members 
Mstep: Class 10 contains 490 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 20883 members 
Mstep: Class 13 contains 40617 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 33099 members 
Mstep: Class 16 contains 28279 members 
Mstep: Class 17 contains 22070 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 25792 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 24563 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 21770 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 23271 members 
Mstep: Class 27 contains 30993 members 
Mstep: Class 28 contains 23713 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87149160.000000 Penalty: 93939.500000
Iteration 42Q: 30 clusters Score -8.714916e+07 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 11201 members 
Mstep: Class 5 contains 26483 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 48880 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 38902 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 20955 members 
Mstep: Class 13 contains 38533 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 35029 members 
Mstep: Class 16 contains 28205 members 
Mstep: Class 17 contains 22404 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 24623 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4232 members 
Mstep: Class 24 contains 22028 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 24277 members 
Mstep: Class 27 contains 30949 members 
Mstep: Class 28 contains 23779 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87152216.000000 Penalty: 93939.500000
Iteration 43Q: 30 clusters Score -8.715222e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 26476 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 47880 members 
Mstep: Class 8 contains 24589 members 
Mstep: Class 9 contains 38799 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 21083 members 
Mstep: Class 13 contains 37647 members 
Mstep: Class 14 contains 1285 members 
Mstep: Class 15 contains 36342 members 
Mstep: Class 16 contains 28006 members 
Mstep: Class 17 contains 22679 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 26391 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 24580 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 22191 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 25183 members 
Mstep: Class 27 contains 30612 members 
Mstep: Class 28 contains 23810 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87154984.000000 Penalty: 93939.500000
Iteration 44Q: 30 clusters Score -8.715498e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 47320 members 
Mstep: Class 8 contains 24395 members 
Mstep: Class 9 contains 38519 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 21095 members 
Mstep: Class 13 contains 37722 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 36946 members 
Mstep: Class 16 contains 27818 members 
Mstep: Class 17 contains 22936 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 26644 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 22366 members 
Mstep: Class 25 contains 3394 members 
Mstep: Class 26 contains 25745 members 
Mstep: Class 27 contains 30216 members 
Mstep: Class 28 contains 23856 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87156000.000000 Penalty: 93939.500000
Iteration 45Q: 30 clusters Score -8.7156e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 6300 members 
Mstep: Class 7 contains 46976 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 38387 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 21124 members 
Mstep: Class 13 contains 37990 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 37111 members 
Mstep: Class 16 contains 27695 members 
Mstep: Class 17 contains 23081 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 26833 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 24437 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 22510 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 26 contains 26076 members 
Mstep: Class 27 contains 29943 members 
Mstep: Class 28 contains 23861 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87156648.000000 Penalty: 93939.500000
Iteration 46Q: 30 clusters Score -8.715665e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 46767 members 
Mstep: Class 8 contains 24002 members 
Mstep: Class 9 contains 38233 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 21212 members 
Mstep: Class 13 contains 38256 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 37195 members 
Mstep: Class 16 contains 27615 members 
Mstep: Class 17 contains 23198 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 27006 members 
Mstep: Class 20 contains 1140 members 
Mstep: Class 21 contains 24373 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 22621 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 26286 members 
Mstep: Class 27 contains 29720 members 
Mstep: Class 28 contains 23900 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157144.000000 Penalty: 93939.500000
Iteration 47Q: 30 clusters Score -8.715714e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 46590 members 
Mstep: Class 8 contains 23879 members 
Mstep: Class 9 contains 38145 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 21294 members 
Mstep: Class 13 contains 38416 members 
Mstep: Class 14 contains 1255 members 
Mstep: Class 15 contains 37290 members 
Mstep: Class 16 contains 27555 members 
Mstep: Class 17 contains 23269 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 27096 members 
Mstep: Class 20 contains 1147 members 
Mstep: Class 21 contains 24308 members 
Mstep: Class 22 contains 153 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 22763 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 26454 members 
Mstep: Class 27 contains 29588 members 
Mstep: Class 28 contains 23924 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157416.000000 Penalty: 93939.500000
Iteration 48Q: 30 clusters Score -8.715742e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 6156 members 
Mstep: Class 7 contains 46461 members 
Mstep: Class 8 contains 23786 members 
Mstep: Class 9 contains 38046 members 
Mstep: Class 10 contains 510 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 21365 members 
Mstep: Class 13 contains 38585 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 37365 members 
Mstep: Class 16 contains 27525 members 
Mstep: Class 17 contains 23285 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 27194 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 24331 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 22873 members 
Mstep: Class 25 contains 3086 members 
Mstep: Class 26 contains 26561 members 
Mstep: Class 27 contains 29466 members 
Mstep: Class 28 contains 23900 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157616.000000 Penalty: 93939.500000
Iteration 49Q: 30 clusters Score -8.715762e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 6109 members 
Mstep: Class 7 contains 46366 members 
Mstep: Class 8 contains 23724 members 
Mstep: Class 9 contains 37910 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 21402 members 
Mstep: Class 13 contains 38793 members 
Mstep: Class 14 contains 1249 members 
Mstep: Class 15 contains 37396 members 
Mstep: Class 16 contains 27508 members 
Mstep: Class 17 contains 23308 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 27263 members 
Mstep: Class 20 contains 1147 members 
Mstep: Class 21 contains 24296 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 22959 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 26610 members 
Mstep: Class 27 contains 29338 members 
Mstep: Class 28 contains 23947 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157360.000000 Penalty: 93939.500000
Iteration 50Q: 30 clusters Score -8.715736e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 26583 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 46232 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 37798 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 2904 members 
Mstep: Class 12 contains 21436 members 
Mstep: Class 13 contains 38884 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 37490 members 
Mstep: Class 16 contains 27517 members 
Mstep: Class 17 contains 23338 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 27357 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 24343 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 23056 members 
Mstep: Class 25 contains 3024 members 
Mstep: Class 26 contains 26605 members 
Mstep: Class 27 contains 29216 members 
Mstep: Class 28 contains 23944 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157304.000000 Penalty: 93939.500000
Iteration 51Q: 30 clusters Score -8.71573e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 453 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 26671 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 46115 members 
Mstep: Class 8 contains 23610 members 
Mstep: Class 9 contains 37694 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 39021 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 37572 members 
Mstep: Class 16 contains 27559 members 
Mstep: Class 17 contains 23335 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 27453 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 24404 members 
Mstep: Class 22 contains 154 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 23082 members 
Mstep: Class 25 contains 3016 members 
Mstep: Class 26 contains 26532 members 
Mstep: Class 27 contains 29111 members 
Mstep: Class 28 contains 23989 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157480.000000 Penalty: 93939.500000
Iteration 52Q: 30 clusters Score -8.715748e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 10257 members 
Mstep: Class 5 contains 26730 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 46058 members 
Mstep: Class 8 contains 23558 members 
Mstep: Class 9 contains 37626 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 39142 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 37645 members 
Mstep: Class 16 contains 27651 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 27515 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 24431 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 23113 members 
Mstep: Class 25 contains 3027 members 
Mstep: Class 26 contains 26431 members 
Mstep: Class 27 contains 28993 members 
Mstep: Class 28 contains 24029 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157840.000000 Penalty: 93939.500000
Iteration 53Q: 30 clusters Score -8.715784e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 10165 members 
Mstep: Class 5 contains 26826 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 46002 members 
Mstep: Class 8 contains 23504 members 
Mstep: Class 9 contains 37602 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 2860 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 39174 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 15 contains 37728 members 
Mstep: Class 16 contains 27716 members 
Mstep: Class 17 contains 23361 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 27580 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 21 contains 24495 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 23126 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 26297 members 
Mstep: Class 27 contains 28864 members 
Mstep: Class 28 contains 24066 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158072.000000 Penalty: 93939.500000
Iteration 54Q: 30 clusters Score -8.715807e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 10064 members 
Mstep: Class 5 contains 26985 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 45915 members 
Mstep: Class 8 contains 23479 members 
Mstep: Class 9 contains 37620 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 39237 members 
Mstep: Class 14 contains 1232 members 
Mstep: Class 15 contains 37772 members 
Mstep: Class 16 contains 27758 members 
Mstep: Class 17 contains 23347 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 27648 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 24613 members 
Mstep: Class 22 contains 156 members 
Mstep: Class 23 contains 4541 members 
Mstep: Class 24 contains 23114 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 26163 members 
Mstep: Class 27 contains 28754 members 
Mstep: Class 28 contains 24014 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157896.000000 Penalty: 93939.500000
Iteration 55Q: 30 clusters Score -8.71579e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 5 contains 27164 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 45846 members 
Mstep: Class 8 contains 23471 members 
Mstep: Class 9 contains 37626 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 21435 members 
Mstep: Class 13 contains 39278 members 
Mstep: Class 14 contains 1233 members 
Mstep: Class 15 contains 37855 members 
Mstep: Class 16 contains 27814 members 
Mstep: Class 17 contains 23292 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 27663 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 24696 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4576 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 3088 members 
Mstep: Class 26 contains 25990 members 
Mstep: Class 27 contains 28680 members 
Mstep: Class 28 contains 23979 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157648.000000 Penalty: 93939.500000
Iteration 56Q: 30 clusters Score -8.715765e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 27329 members 
Mstep: Class 6 contains 5888 members 
Mstep: Class 7 contains 45802 members 
Mstep: Class 8 contains 23500 members 
Mstep: Class 9 contains 37589 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 21399 members 
Mstep: Class 13 contains 39296 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 27840 members 
Mstep: Class 17 contains 23226 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 27672 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 24755 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4612 members 
Mstep: Class 24 contains 23128 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 25776 members 
Mstep: Class 27 contains 28675 members 
Mstep: Class 28 contains 24013 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157752.000000 Penalty: 93939.500000
Iteration 57Q: 30 clusters Score -8.715775e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 490 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 27459 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 45760 members 
Mstep: Class 8 contains 23506 members 
Mstep: Class 9 contains 37526 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 21392 members 
Mstep: Class 13 contains 39380 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 37992 members 
Mstep: Class 16 contains 27855 members 
Mstep: Class 17 contains 23144 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 27656 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 24843 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4649 members 
Mstep: Class 24 contains 23136 members 
Mstep: Class 25 contains 3209 members 
Mstep: Class 26 contains 25572 members 
Mstep: Class 27 contains 28691 members 
Mstep: Class 28 contains 24056 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157520.000000 Penalty: 93939.500000
Iteration 58Q: 30 clusters Score -8.715752e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 9696 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 45667 members 
Mstep: Class 8 contains 23516 members 
Mstep: Class 9 contains 37504 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2726 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 39398 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 38089 members 
Mstep: Class 16 contains 27866 members 
Mstep: Class 17 contains 23067 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 27671 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 24962 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 23135 members 
Mstep: Class 25 contains 3269 members 
Mstep: Class 26 contains 25354 members 
Mstep: Class 27 contains 28701 members 
Mstep: Class 28 contains 24066 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157480.000000 Penalty: 93939.500000
Iteration 59Q: 30 clusters Score -8.715748e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 9624 members 
Mstep: Class 5 contains 27732 members 
Mstep: Class 6 contains 5833 members 
Mstep: Class 7 contains 45569 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 37468 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 2686 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 39416 members 
Mstep: Class 14 contains 1260 members 
Mstep: Class 15 contains 38114 members 
Mstep: Class 16 contains 27881 members 
Mstep: Class 17 contains 22999 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 27720 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 25020 members 
Mstep: Class 22 contains 155 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 23132 members 
Mstep: Class 25 contains 3334 members 
Mstep: Class 26 contains 25183 members 
Mstep: Class 27 contains 28741 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158296.000000 Penalty: 93939.500000
Iteration 60F: 30 clusters Score -8.71583e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 27899 members 
Mstep: Class 6 contains 5781 members 
Mstep: Class 7 contains 45487 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 37430 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 2691 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 38115 members 
Mstep: Class 16 contains 27937 members 
Mstep: Class 17 contains 22936 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 27722 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 25091 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 23133 members 
Mstep: Class 25 contains 3417 members 
Mstep: Class 26 contains 25068 members 
Mstep: Class 27 contains 28720 members 
Mstep: Class 28 contains 24146 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158368.000000 Penalty: 93939.500000
Iteration 61Q: 30 clusters Score -8.715837e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 9497 members 
Mstep: Class 5 contains 27997 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 45428 members 
Mstep: Class 8 contains 23544 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 2678 members 
Mstep: Class 12 contains 21381 members 
Mstep: Class 13 contains 39369 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 38139 members 
Mstep: Class 16 contains 28006 members 
Mstep: Class 17 contains 22907 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 27774 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 25100 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 23140 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 24963 members 
Mstep: Class 27 contains 28713 members 
Mstep: Class 28 contains 24139 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158488.000000 Penalty: 93939.500000
Iteration 62Q: 30 clusters Score -8.715849e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 489 members 
Mstep: Class 4 contains 9437 members 
Mstep: Class 5 contains 28118 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 45346 members 
Mstep: Class 8 contains 23584 members 
Mstep: Class 9 contains 37304 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 39391 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 38095 members 
Mstep: Class 16 contains 28051 members 
Mstep: Class 17 contains 22841 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 27790 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 25138 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 23105 members 
Mstep: Class 25 contains 3587 members 
Mstep: Class 26 contains 24876 members 
Mstep: Class 27 contains 28679 members 
Mstep: Class 28 contains 24200 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158536.000000 Penalty: 93939.500000
Iteration 63Q: 30 clusters Score -8.715854e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 28210 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 45298 members 
Mstep: Class 8 contains 23575 members 
Mstep: Class 9 contains 37291 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2613 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 39345 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 38001 members 
Mstep: Class 16 contains 28111 members 
Mstep: Class 17 contains 22796 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 27809 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 25181 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 23114 members 
Mstep: Class 25 contains 3679 members 
Mstep: Class 26 contains 24820 members 
Mstep: Class 27 contains 28644 members 
Mstep: Class 28 contains 24272 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158248.000000 Penalty: 93939.500000
Iteration 64Q: 30 clusters Score -8.715825e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 484 members 
Mstep: Class 4 contains 9311 members 
Mstep: Class 5 contains 28225 members 
Mstep: Class 6 contains 5665 members 
Mstep: Class 7 contains 45295 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 37313 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2582 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 13 contains 39338 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 37863 members 
Mstep: Class 16 contains 28174 members 
Mstep: Class 17 contains 22758 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 27869 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 25211 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 23097 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 24776 members 
Mstep: Class 27 contains 28616 members 
Mstep: Class 28 contains 24334 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158336.000000 Penalty: 93939.500000
Iteration 65Q: 30 clusters Score -8.715834e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 487 members 
Mstep: Class 4 contains 9269 members 
Mstep: Class 5 contains 28272 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 23523 members 
Mstep: Class 9 contains 37394 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 21463 members 
Mstep: Class 13 contains 39366 members 
Mstep: Class 14 contains 1330 members 
Mstep: Class 15 contains 37656 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 22711 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 27898 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 25230 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 23049 members 
Mstep: Class 25 contains 3924 members 
Mstep: Class 26 contains 24744 members 
Mstep: Class 27 contains 28565 members 
Mstep: Class 28 contains 24417 members 
Mstep: Class 29 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158512.000000 Penalty: 93939.500000
Iteration 66Q: 30 clusters Score -8.715851e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 491 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 28290 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 45139 members 
Mstep: Class 8 contains 23454 members 
Mstep: Class 9 contains 37445 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 21535 members 
Mstep: Class 13 contains 39437 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 37413 members 
Mstep: Class 16 contains 28397 members 
Mstep: Class 17 contains 22666 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27836 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25260 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4994 members 
Mstep: Class 24 contains 23030 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 24716 members 
Mstep: Class 27 contains 28490 members 
Mstep: Class 28 contains 24532 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158664.000000 Penalty: 93939.500000
Iteration 67Q: 30 clusters Score -8.715866e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 9176 members 
Mstep: Class 5 contains 28305 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 45060 members 
Mstep: Class 8 contains 23377 members 
Mstep: Class 9 contains 37414 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 21582 members 
Mstep: Class 13 contains 39481 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 37151 members 
Mstep: Class 16 contains 28510 members 
Mstep: Class 17 contains 22577 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27880 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 25296 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 22993 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 24747 members 
Mstep: Class 27 contains 28468 members 
Mstep: Class 28 contains 24683 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159136.000000 Penalty: 93939.500000
Iteration 68Q: 30 clusters Score -8.715914e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 501 members 
Mstep: Class 4 contains 9132 members 
Mstep: Class 5 contains 28284 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 44993 members 
Mstep: Class 8 contains 23306 members 
Mstep: Class 9 contains 37425 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2492 members 
Mstep: Class 12 contains 21585 members 
Mstep: Class 13 contains 39524 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 36875 members 
Mstep: Class 16 contains 28593 members 
Mstep: Class 17 contains 22487 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27900 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 25364 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 22985 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 24805 members 
Mstep: Class 27 contains 28444 members 
Mstep: Class 28 contains 24811 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159248.000000 Penalty: 93939.500000
Iteration 69Q: 30 clusters Score -8.715925e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 503 members 
Mstep: Class 4 contains 9089 members 
Mstep: Class 5 contains 28252 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 44918 members 
Mstep: Class 8 contains 23225 members 
Mstep: Class 9 contains 37427 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 21622 members 
Mstep: Class 13 contains 39542 members 
Mstep: Class 14 contains 1358 members 
Mstep: Class 15 contains 36565 members 
Mstep: Class 16 contains 28680 members 
Mstep: Class 17 contains 22421 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27938 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 25428 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 22970 members 
Mstep: Class 25 contains 4662 members 
Mstep: Class 26 contains 24908 members 
Mstep: Class 27 contains 28412 members 
Mstep: Class 28 contains 24917 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159216.000000 Penalty: 93939.500000
Iteration 70Q: 30 clusters Score -8.715922e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 44843 members 
Mstep: Class 8 contains 23184 members 
Mstep: Class 9 contains 37411 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 21623 members 
Mstep: Class 13 contains 39554 members 
Mstep: Class 14 contains 1362 members 
Mstep: Class 15 contains 36279 members 
Mstep: Class 16 contains 28777 members 
Mstep: Class 17 contains 22357 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27967 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 25444 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 22938 members 
Mstep: Class 25 contains 4866 members 
Mstep: Class 26 contains 25049 members 
Mstep: Class 27 contains 28409 members 
Mstep: Class 28 contains 25075 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159440.000000 Penalty: 93939.500000
Iteration 71Q: 30 clusters Score -8.715944e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 28101 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 44799 members 
Mstep: Class 8 contains 23123 members 
Mstep: Class 9 contains 37349 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 21624 members 
Mstep: Class 13 contains 39582 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 36025 members 
Mstep: Class 16 contains 28848 members 
Mstep: Class 17 contains 22344 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28059 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 25444 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 5111 members 
Mstep: Class 26 contains 25145 members 
Mstep: Class 27 contains 28368 members 
Mstep: Class 28 contains 25175 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159784.000000 Penalty: 93939.500000
Iteration 72Q: 30 clusters Score -8.715978e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 28020 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 44731 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 37306 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 21623 members 
Mstep: Class 13 contains 39591 members 
Mstep: Class 14 contains 1366 members 
Mstep: Class 15 contains 35824 members 
Mstep: Class 16 contains 28921 members 
Mstep: Class 17 contains 22331 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28108 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25447 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5061 members 
Mstep: Class 24 contains 22896 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 25232 members 
Mstep: Class 27 contains 28371 members 
Mstep: Class 28 contains 25261 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160048.000000 Penalty: 93939.500000
Iteration 73Q: 30 clusters Score -8.716005e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 8951 members 
Mstep: Class 5 contains 27954 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 22995 members 
Mstep: Class 9 contains 37263 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 21636 members 
Mstep: Class 13 contains 39551 members 
Mstep: Class 14 contains 1368 members 
Mstep: Class 15 contains 35597 members 
Mstep: Class 16 contains 28992 members 
Mstep: Class 17 contains 22364 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28148 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 25464 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 22871 members 
Mstep: Class 25 contains 5643 members 
Mstep: Class 26 contains 25338 members 
Mstep: Class 27 contains 28349 members 
Mstep: Class 28 contains 25264 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160416.000000 Penalty: 93939.500000
Iteration 74Q: 30 clusters Score -8.716042e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 27908 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 44695 members 
Mstep: Class 8 contains 22975 members 
Mstep: Class 9 contains 37222 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 21605 members 
Mstep: Class 13 contains 39507 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 15 contains 35337 members 
Mstep: Class 16 contains 29028 members 
Mstep: Class 17 contains 22374 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28199 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25482 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 22842 members 
Mstep: Class 25 contains 5950 members 
Mstep: Class 26 contains 25461 members 
Mstep: Class 27 contains 28302 members 
Mstep: Class 28 contains 25279 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160704.000000 Penalty: 93939.500000
Iteration 75Q: 30 clusters Score -8.71607e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 27838 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 44654 members 
Mstep: Class 8 contains 22953 members 
Mstep: Class 9 contains 37173 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 21619 members 
Mstep: Class 13 contains 39430 members 
Mstep: Class 14 contains 1377 members 
Mstep: Class 15 contains 35135 members 
Mstep: Class 16 contains 29062 members 
Mstep: Class 17 contains 22390 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28227 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 25504 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 22793 members 
Mstep: Class 25 contains 6265 members 
Mstep: Class 26 contains 25610 members 
Mstep: Class 27 contains 28274 members 
Mstep: Class 28 contains 25276 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160872.000000 Penalty: 93939.500000
Iteration 76Q: 30 clusters Score -8.716087e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8879 members 
Mstep: Class 5 contains 27785 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 22937 members 
Mstep: Class 9 contains 37115 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39415 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 34913 members 
Mstep: Class 16 contains 29035 members 
Mstep: Class 17 contains 22381 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28293 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25520 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 22758 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 25732 members 
Mstep: Class 27 contains 28255 members 
Mstep: Class 28 contains 25284 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161176.000000 Penalty: 93939.500000
Iteration 77Q: 30 clusters Score -8.716118e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8854 members 
Mstep: Class 5 contains 27695 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 22930 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 21615 members 
Mstep: Class 13 contains 39440 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 34673 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28339 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 25521 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 22706 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 25832 members 
Mstep: Class 27 contains 28218 members 
Mstep: Class 28 contains 25291 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161336.000000 Penalty: 93939.500000
Iteration 78Q: 30 clusters Score -8.716134e+07 nChanged 3557
Entering ConstructFrom: 
Score: -87161336.000000 Penalty: 93939.500000
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201917.484375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201917.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -202246.890625 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202246.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202339.656250 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202339.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202394.468750 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202394.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202439.156250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202439.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -202476.593750 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -202510.656250 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202510.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -202540.578125 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202560.093750 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202577.500000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202597.890625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202613.546875 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202613.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -202628.109375 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -202638.593750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -202660.312500 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -202660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -202687.156250 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -202687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -202717.468750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -202717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -202753.484375 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -202753.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202791.828125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -202791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -202825.421875 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -202825.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202853.906250 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -202853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -202883.859375 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -202883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -202910.109375 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -202910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -202931.093750 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -202931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -202950.218750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -202950.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -202965.000000 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -202965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -202987.578125 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -202987.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -203007.406250 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -203028.171875 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203028.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203056.421875 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -203077.046875 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203097.625000 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -203097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -203111.796875 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -203111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203131.796875 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -203131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -203155.421875 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -203155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -203170.671875 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -203170.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203191.187500 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -203191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -203210.968750 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -203211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203251.234375 Penalty: 3506.657715
	Iteration 38Q: 3 clusters Score -203251.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -203307.562500 Penalty: 3506.657715
	Iteration 39Q: 3 clusters Score -203307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -203353.875000 Penalty: 3506.657715
	Iteration 40F: 3 clusters Score -203353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -203388.000000 Penalty: 3506.657715
	Iteration 41Q: 3 clusters Score -203388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -203410.468750 Penalty: 3506.657715
	Iteration 42Q: 3 clusters Score -203410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203434.765625 Penalty: 3506.657715
	Iteration 43Q: 3 clusters Score -203434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203490.500000 Penalty: 3506.657715
	Iteration 44Q: 3 clusters Score -203490.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -203539.937500 Penalty: 3506.657715
	Iteration 45Q: 3 clusters Score -203539.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -203578.203125 Penalty: 3506.657715
	Iteration 46Q: 3 clusters Score -203578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -203599.531250 Penalty: 3506.657715
	Iteration 47Q: 3 clusters Score -203599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203609.140625 Penalty: 3506.657715
	Iteration 48Q: 3 clusters Score -203609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203617.625000 Penalty: 3506.657715
	Iteration 49Q: 3 clusters Score -203617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203620.750000 Penalty: 3506.657715
	Iteration 50Q: 3 clusters Score -203620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -203626.859375 Penalty: 3506.657715
	Iteration 51Q: 3 clusters Score -203626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -203627.828125 Penalty: 3506.657715
	Iteration 52Q: 3 clusters Score -203627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203628.953125 Penalty: 3506.657715
	Iteration 53Q: 3 clusters Score -203629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203628.953125 Penalty: 3506.657715
	Iteration 54F: 3 clusters Score -203629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27869.517578 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27869.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27927.023438 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27927.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27940.679688 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27940.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27940.679688 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -27940.68 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: -71661.343750 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -71661.34 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: -70450.195312 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -70450.2 nChanged 146
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: -71136.375000 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -71136.38 nChanged 48
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: -71335.718750 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -71335.72 nChanged 29
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: -71491.726562 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -71491.73 nChanged 20
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: -71682.609375 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -71682.61 nChanged 13
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: -71731.273438 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -71731.27 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: -71743.265625 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -71743.27 nChanged 2
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: -71749.593750 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -71749.59 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: -71757.789062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -71757.79 nChanged 3
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: -71775.562500 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -71775.56 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: -71777.710938 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -71777.71 nChanged 0
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: -71777.710938 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -71777.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 242 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 27655 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 22927 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 29013 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 266 members 
Entering Unmasked Estep 
Score: -87159800.000000 Penalty: 97178.789062
Splitting cluster 3 changes total score from -87161336.000000 to -87159800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -1600226.625000 Penalty: 2253.109131
	Iteration 0F: 2 clusters Score -1600227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1593310.000000 Penalty: 4506.218262
	Iteration 0F: 3 clusters Score -1593310 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1595193.625000 Penalty: 4506.218262
	Iteration 1F: 3 clusters Score -1595194 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1595558.125000 Penalty: 4506.218262
	Iteration 2F: 3 clusters Score -1595558 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1596082.250000 Penalty: 4506.218262
	Iteration 3F: 3 clusters Score -1596082 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1596558.500000 Penalty: 4506.218262
	Iteration 4F: 3 clusters Score -1596558 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1596957.875000 Penalty: 4506.218262
	Iteration 5F: 3 clusters Score -1596958 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1597348.375000 Penalty: 4506.218262
	Iteration 6F: 3 clusters Score -1597348 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1597753.375000 Penalty: 4506.218262
	Iteration 7F: 3 clusters Score -1597753 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1598235.250000 Penalty: 4506.218262
	Iteration 8F: 3 clusters Score -1598235 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1598722.750000 Penalty: 4506.218262
	Iteration 9F: 3 clusters Score -1598723 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1599128.875000 Penalty: 4506.218262
	Iteration 10F: 3 clusters Score -1599129 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1599447.875000 Penalty: 4506.218262
	Iteration 11Q: 3 clusters Score -1599448 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1599669.625000 Penalty: 4506.218262
	Iteration 12Q: 3 clusters Score -1599670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1599852.125000 Penalty: 4506.218262
	Iteration 13Q: 3 clusters Score -1599852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1599955.500000 Penalty: 4506.218262
	Iteration 14Q: 3 clusters Score -1599956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1599999.125000 Penalty: 4506.218262
	Iteration 15Q: 3 clusters Score -1599999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1600014.125000 Penalty: 4506.218262
	Iteration 16Q: 3 clusters Score -1600014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1600027.875000 Penalty: 4506.218262
	Iteration 17Q: 3 clusters Score -1600028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1600036.375000 Penalty: 4506.218262
	Iteration 18Q: 3 clusters Score -1600036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1600044.125000 Penalty: 4506.218262
	Iteration 19Q: 3 clusters Score -1600044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1600047.125000 Penalty: 4506.218262
	Iteration 20F: 3 clusters Score -1600047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1600050.250000 Penalty: 4506.218262
	Iteration 21Q: 3 clusters Score -1600050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1600053.875000 Penalty: 4506.218262
	Iteration 22Q: 3 clusters Score -1600054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1600054.625000 Penalty: 4506.218262
	Iteration 23Q: 3 clusters Score -1600055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1600053.125000 Penalty: 4506.218262
	Iteration 24Q: 3 clusters Score -1600053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1600054.750000 Penalty: 4506.218262
	Iteration 25Q: 3 clusters Score -1600055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1600054.750000 Penalty: 4506.218262
	Iteration 26F: 3 clusters Score -1600055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Entering Unmasked Estep 
Score: -5116390.000000 Penalty: 2536.435303
	Iteration 0F: 2 clusters Score -5116390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5101975.500000 Penalty: 5072.870605
	Iteration 0F: 3 clusters Score -5101976 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5108975.500000 Penalty: 5072.870605
	Iteration 1F: 3 clusters Score -5108976 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5109777.500000 Penalty: 5072.870605
	Iteration 2F: 3 clusters Score -5109778 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5110572.000000 Penalty: 5072.870605
	Iteration 3F: 3 clusters Score -5110572 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5111391.500000 Penalty: 5072.870605
	Iteration 4F: 3 clusters Score -5111392 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -5112293.500000 Penalty: 5072.870605
	Iteration 5F: 3 clusters Score -5112294 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -5113390.000000 Penalty: 5072.870605
	Iteration 6F: 3 clusters Score -5113390 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -5114643.000000 Penalty: 5072.870605
	Iteration 7F: 3 clusters Score -5114643 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -5115732.000000 Penalty: 5072.870605
	Iteration 8F: 3 clusters Score -5115732 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -5116364.500000 Penalty: 5072.870605
	Iteration 9Q: 3 clusters Score -5116364 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5116705.000000 Penalty: 5072.870605
	Iteration 10Q: 3 clusters Score -5116705 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -5116877.000000 Penalty: 5072.870605
	Iteration 11Q: 3 clusters Score -5116877 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5116982.500000 Penalty: 5072.870605
	Iteration 12Q: 3 clusters Score -5116982 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -5117082.500000 Penalty: 5072.870605
	Iteration 13Q: 3 clusters Score -5117082 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -5117106.500000 Penalty: 5072.870605
	Iteration 14Q: 3 clusters Score -5117106 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -5117141.000000 Penalty: 5072.870605
	Iteration 15Q: 3 clusters Score -5117141 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5117157.500000 Penalty: 5072.870605
	Iteration 16Q: 3 clusters Score -5117158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5117179.500000 Penalty: 5072.870605
	Iteration 17Q: 3 clusters Score -5117180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5117197.500000 Penalty: 5072.870605
	Iteration 18Q: 3 clusters Score -5117198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5117200.000000 Penalty: 5072.870605
	Iteration 19Q: 3 clusters Score -5117200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -5117197.500000 Penalty: 5072.870605
	Iteration 20F: 3 clusters Score -5117198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -5117204.000000 Penalty: 5072.870605
	Iteration 21Q: 3 clusters Score -5117204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5117191.500000 Penalty: 5072.870605
	Iteration 22Q: 3 clusters Score -5117192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5117170.500000 Penalty: 5072.870605
	Iteration 23Q: 3 clusters Score -5117170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5117172.000000 Penalty: 5072.870605
	Iteration 24Q: 3 clusters Score -5117172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5117159.500000 Penalty: 5072.870605
	Iteration 25Q: 3 clusters Score -5117160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5117156.000000 Penalty: 5072.870605
	Iteration 26Q: 3 clusters Score -5117156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -5117158.500000 Penalty: 5072.870605
	Iteration 27Q: 3 clusters Score -5117158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5117155.500000 Penalty: 5072.870605
	Iteration 28Q: 3 clusters Score -5117156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5117157.000000 Penalty: 5072.870605
	Iteration 29Q: 3 clusters Score -5117157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -5117154.500000 Penalty: 5072.870605
	Iteration 30Q: 3 clusters Score -5117154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -5117154.500000 Penalty: 5072.870605
	Iteration 31Q: 3 clusters Score -5117154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5072.870605
	Iteration 32Q: 3 clusters Score -5117149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5117146.000000 Penalty: 5072.870605
	Iteration 33Q: 3 clusters Score -5117146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5117146.000000 Penalty: 5072.870605
	Iteration 34Q: 3 clusters Score -5117146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -5117140.000000 Penalty: 5072.870605
	Iteration 35Q: 3 clusters Score -5117140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -5117153.500000 Penalty: 5072.870605
	Iteration 36Q: 3 clusters Score -5117154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -5117150.500000 Penalty: 5072.870605
	Iteration 37Q: 3 clusters Score -5117150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5117147.500000 Penalty: 5072.870605
	Iteration 38Q: 3 clusters Score -5117148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -5117149.000000 Penalty: 5072.870605
	Iteration 39Q: 3 clusters Score -5117149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -5117143.500000 Penalty: 5072.870605
	Iteration 40F: 3 clusters Score -5117144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5117147.500000 Penalty: 5072.870605
	Iteration 41Q: 3 clusters Score -5117148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5117148.500000 Penalty: 5072.870605
	Iteration 42Q: 3 clusters Score -5117148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5117150.000000 Penalty: 5072.870605
	Iteration 43Q: 3 clusters Score -5117150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -5117152.000000 Penalty: 5072.870605
	Iteration 44Q: 3 clusters Score -5117152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5117156.500000 Penalty: 5072.870605
	Iteration 45Q: 3 clusters Score -5117156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5117157.500000 Penalty: 5072.870605
	Iteration 46Q: 3 clusters Score -5117158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5117156.000000 Penalty: 5072.870605
	Iteration 47Q: 3 clusters Score -5117156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -5117155.500000 Penalty: 5072.870605
	Iteration 48Q: 3 clusters Score -5117156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -5117154.500000 Penalty: 5072.870605
	Iteration 49Q: 3 clusters Score -5117154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -5117159.000000 Penalty: 5072.870605
	Iteration 50Q: 3 clusters Score -5117159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -5117169.500000 Penalty: 5072.870605
	Iteration 51Q: 3 clusters Score -5117170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -5117173.000000 Penalty: 5072.870605
	Iteration 52Q: 3 clusters Score -5117173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5117166.500000 Penalty: 5072.870605
	Iteration 53Q: 3 clusters Score -5117166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5117172.000000 Penalty: 5072.870605
	Iteration 54Q: 3 clusters Score -5117172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5117169.500000 Penalty: 5072.870605
	Iteration 55Q: 3 clusters Score -5117170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5117167.500000 Penalty: 5072.870605
	Iteration 56Q: 3 clusters Score -5117168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -5117167.000000 Penalty: 5072.870605
	Iteration 57Q: 3 clusters Score -5117167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5117167.500000 Penalty: 5072.870605
	Iteration 58Q: 3 clusters Score -5117168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5117162.500000 Penalty: 5072.870605
	Iteration 59Q: 3 clusters Score -5117162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5117166.000000 Penalty: 5072.870605
	Iteration 60F: 3 clusters Score -5117166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5117168.500000 Penalty: 5072.870605
	Iteration 61Q: 3 clusters Score -5117168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5117169.000000 Penalty: 5072.870605
	Iteration 62Q: 3 clusters Score -5117169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5117171.500000 Penalty: 5072.870605
	Iteration 63Q: 3 clusters Score -5117172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5117172.500000 Penalty: 5072.870605
	Iteration 64Q: 3 clusters Score -5117172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5117173.500000 Penalty: 5072.870605
	Iteration 65Q: 3 clusters Score -5117174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5117170.000000 Penalty: 5072.870605
	Iteration 66Q: 3 clusters Score -5117170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5117173.000000 Penalty: 5072.870605
	Iteration 67Q: 3 clusters Score -5117173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5117173.500000 Penalty: 5072.870605
	Iteration 68Q: 3 clusters Score -5117174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5117175.500000 Penalty: 5072.870605
	Iteration 69Q: 3 clusters Score -5117176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5117171.500000 Penalty: 5072.870605
	Iteration 70Q: 3 clusters Score -5117172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5117173.000000 Penalty: 5072.870605
	Iteration 71Q: 3 clusters Score -5117173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5117170.000000 Penalty: 5072.870605
	Iteration 72Q: 3 clusters Score -5117170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -5117172.000000 Penalty: 5072.870605
	Iteration 73Q: 3 clusters Score -5117172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -5117175.500000 Penalty: 5072.870605
	Iteration 74Q: 3 clusters Score -5117176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5117179.000000 Penalty: 5072.870605
	Iteration 75Q: 3 clusters Score -5117179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5117181.000000 Penalty: 5072.870605
	Iteration 76Q: 3 clusters Score -5117181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5117181.000000 Penalty: 5072.870605
	Iteration 77F: 3 clusters Score -5117181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 22927 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 29013 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Entering Unmasked Estep 
Score: -87161464.000000 Penalty: 97178.789062
Splitting cluster 5 changes total score from -87161336.000000 to -87161464.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (5387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Entering Unmasked Estep 
Score: -933806.000000 Penalty: 2130.752441
	Iteration 0F: 2 clusters Score -933806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -929049.687500 Penalty: 4261.504883
	Iteration 0F: 3 clusters Score -929049.7 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -930208.250000 Penalty: 4261.504883
	Iteration 1F: 3 clusters Score -930208.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -930407.250000 Penalty: 4261.504883
	Iteration 2F: 3 clusters Score -930407.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -930537.375000 Penalty: 4261.504883
	Iteration 3Q: 3 clusters Score -930537.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -930613.250000 Penalty: 4261.504883
	Iteration 4Q: 3 clusters Score -930613.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -930670.437500 Penalty: 4261.504883
	Iteration 5Q: 3 clusters Score -930670.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -930708.687500 Penalty: 4261.504883
	Iteration 6Q: 3 clusters Score -930708.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -930732.500000 Penalty: 4261.504883
	Iteration 7Q: 3 clusters Score -930732.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -930752.937500 Penalty: 4261.504883
	Iteration 8Q: 3 clusters Score -930752.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -930772.125000 Penalty: 4261.504883
	Iteration 9Q: 3 clusters Score -930772.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -930795.500000 Penalty: 4261.504883
	Iteration 10Q: 3 clusters Score -930795.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -930818.250000 Penalty: 4261.504883
	Iteration 11Q: 3 clusters Score -930818.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -930831.750000 Penalty: 4261.504883
	Iteration 12Q: 3 clusters Score -930831.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -930844.687500 Penalty: 4261.504883
	Iteration 13Q: 3 clusters Score -930844.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -930862.187500 Penalty: 4261.504883
	Iteration 14Q: 3 clusters Score -930862.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -930872.437500 Penalty: 4261.504883
	Iteration 15Q: 3 clusters Score -930872.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -930880.062500 Penalty: 4261.504883
	Iteration 16Q: 3 clusters Score -930880.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -930890.125000 Penalty: 4261.504883
	Iteration 17Q: 3 clusters Score -930890.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -930896.125000 Penalty: 4261.504883
	Iteration 18Q: 3 clusters Score -930896.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -930905.500000 Penalty: 4261.504883
	Iteration 19Q: 3 clusters Score -930905.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -930918.562500 Penalty: 4261.504883
	Iteration 20F: 3 clusters Score -930918.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -930931.750000 Penalty: 4261.504883
	Iteration 21Q: 3 clusters Score -930931.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -930943.562500 Penalty: 4261.504883
	Iteration 22Q: 3 clusters Score -930943.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -930960.937500 Penalty: 4261.504883
	Iteration 23Q: 3 clusters Score -930960.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -930982.000000 Penalty: 4261.504883
	Iteration 24Q: 3 clusters Score -930982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -930998.687500 Penalty: 4261.504883
	Iteration 25Q: 3 clusters Score -930998.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -931010.250000 Penalty: 4261.504883
	Iteration 26Q: 3 clusters Score -931010.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -931021.312500 Penalty: 4261.504883
	Iteration 27Q: 3 clusters Score -931021.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -931029.125000 Penalty: 4261.504883
	Iteration 28Q: 3 clusters Score -931029.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -931031.812500 Penalty: 4261.504883
	Iteration 29Q: 3 clusters Score -931031.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -931037.687500 Penalty: 4261.504883
	Iteration 30Q: 3 clusters Score -931037.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -931042.312500 Penalty: 4261.504883
	Iteration 31Q: 3 clusters Score -931042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -931046.062500 Penalty: 4261.504883
	Iteration 32Q: 3 clusters Score -931046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -931051.625000 Penalty: 4261.504883
	Iteration 33Q: 3 clusters Score -931051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -931057.062500 Penalty: 4261.504883
	Iteration 34Q: 3 clusters Score -931057.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -931061.062500 Penalty: 4261.504883
	Iteration 35Q: 3 clusters Score -931061.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -931064.437500 Penalty: 4261.504883
	Iteration 36Q: 3 clusters Score -931064.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -931069.625000 Penalty: 4261.504883
	Iteration 37Q: 3 clusters Score -931069.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -931073.562500 Penalty: 4261.504883
	Iteration 38Q: 3 clusters Score -931073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -931077.812500 Penalty: 4261.504883
	Iteration 39Q: 3 clusters Score -931077.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -931083.062500 Penalty: 4261.504883
	Iteration 40F: 3 clusters Score -931083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -931087.312500 Penalty: 4261.504883
	Iteration 41Q: 3 clusters Score -931087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -931089.500000 Penalty: 4261.504883
	Iteration 42Q: 3 clusters Score -931089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -931092.375000 Penalty: 4261.504883
	Iteration 43Q: 3 clusters Score -931092.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -931098.500000 Penalty: 4261.504883
	Iteration 44Q: 3 clusters Score -931098.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -931102.187500 Penalty: 4261.504883
	Iteration 45Q: 3 clusters Score -931102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -931104.937500 Penalty: 4261.504883
	Iteration 46Q: 3 clusters Score -931104.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -931109.375000 Penalty: 4261.504883
	Iteration 47Q: 3 clusters Score -931109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -931108.375000 Penalty: 4261.504883
	Iteration 48Q: 3 clusters Score -931108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -931110.375000 Penalty: 4261.504883
	Iteration 49Q: 3 clusters Score -931110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -931111.125000 Penalty: 4261.504883
	Iteration 50Q: 3 clusters Score -931111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -931114.625000 Penalty: 4261.504883
	Iteration 51Q: 3 clusters Score -931114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -931116.312500 Penalty: 4261.504883
	Iteration 52Q: 3 clusters Score -931116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -931120.187500 Penalty: 4261.504883
	Iteration 53Q: 3 clusters Score -931120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -931122.125000 Penalty: 4261.504883
	Iteration 54Q: 3 clusters Score -931122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -931123.250000 Penalty: 4261.504883
	Iteration 55Q: 3 clusters Score -931123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -931126.187500 Penalty: 4261.504883
	Iteration 56Q: 3 clusters Score -931126.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -931129.187500 Penalty: 4261.504883
	Iteration 57Q: 3 clusters Score -931129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -931133.437500 Penalty: 4261.504883
	Iteration 58Q: 3 clusters Score -931133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -931134.812500 Penalty: 4261.504883
	Iteration 59Q: 3 clusters Score -931134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -931137.687500 Penalty: 4261.504883
	Iteration 60F: 3 clusters Score -931137.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -931141.562500 Penalty: 4261.504883
	Iteration 61Q: 3 clusters Score -931141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -931142.000000 Penalty: 4261.504883
	Iteration 62Q: 3 clusters Score -931142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -931143.375000 Penalty: 4261.504883
	Iteration 63Q: 3 clusters Score -931143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -931143.125000 Penalty: 4261.504883
	Iteration 64Q: 3 clusters Score -931143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -931145.562500 Penalty: 4261.504883
	Iteration 65Q: 3 clusters Score -931145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -931146.812500 Penalty: 4261.504883
	Iteration 66Q: 3 clusters Score -931146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -931147.812500 Penalty: 4261.504883
	Iteration 67Q: 3 clusters Score -931147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -931149.000000 Penalty: 4261.504883
	Iteration 68Q: 3 clusters Score -931149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -931147.750000 Penalty: 4261.504883
	Iteration 69Q: 3 clusters Score -931147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -931147.750000 Penalty: 4261.504883
	Iteration 70F: 3 clusters Score -931147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Entering Unmasked Estep 
Score: -7922075.500000 Penalty: 2655.028076
	Iteration 0F: 2 clusters Score -7922076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -7898676.000000 Penalty: 5310.056152
	Iteration 0F: 3 clusters Score -7898676 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -7910044.000000 Penalty: 5310.056152
	Iteration 1F: 3 clusters Score -7910044 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -7910649.500000 Penalty: 5310.056152
	Iteration 2Q: 3 clusters Score -7910650 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -7911100.500000 Penalty: 5310.056152
	Iteration 3Q: 3 clusters Score -7911100 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -7911544.500000 Penalty: 5310.056152
	Iteration 4Q: 3 clusters Score -7911544 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7911978.500000 Penalty: 5310.056152
	Iteration 5Q: 3 clusters Score -7911978 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -7912388.500000 Penalty: 5310.056152
	Iteration 6Q: 3 clusters Score -7912388 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7912930.500000 Penalty: 5310.056152
	Iteration 7Q: 3 clusters Score -7912930 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -7913716.500000 Penalty: 5310.056152
	Iteration 8Q: 3 clusters Score -7913716 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7914890.500000 Penalty: 5310.056152
	Iteration 9Q: 3 clusters Score -7914890 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7916384.000000 Penalty: 5310.056152
	Iteration 10F: 3 clusters Score -7916384 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -7917781.000000 Penalty: 5310.056152
	Iteration 11F: 3 clusters Score -7917781 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7918568.500000 Penalty: 5310.056152
	Iteration 12Q: 3 clusters Score -7918568 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7918763.000000 Penalty: 5310.056152
	Iteration 13Q: 3 clusters Score -7918763 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7918818.000000 Penalty: 5310.056152
	Iteration 14Q: 3 clusters Score -7918818 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -7918821.000000 Penalty: 5310.056152
	Iteration 15Q: 3 clusters Score -7918821 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -7918841.500000 Penalty: 5310.056152
	Iteration 16Q: 3 clusters Score -7918842 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -7918851.000000 Penalty: 5310.056152
	Iteration 17Q: 3 clusters Score -7918851 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -7918845.000000 Penalty: 5310.056152
	Iteration 18Q: 3 clusters Score -7918845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -7918813.500000 Penalty: 5310.056152
	Iteration 19Q: 3 clusters Score -7918814 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -7918823.000000 Penalty: 5310.056152
	Iteration 20F: 3 clusters Score -7918823 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7918815.500000 Penalty: 5310.056152
	Iteration 21Q: 3 clusters Score -7918816 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -7918817.000000 Penalty: 5310.056152
	Iteration 22Q: 3 clusters Score -7918817 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7918844.000000 Penalty: 5310.056152
	Iteration 23Q: 3 clusters Score -7918844 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -7918837.000000 Penalty: 5310.056152
	Iteration 24Q: 3 clusters Score -7918837 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7918855.000000 Penalty: 5310.056152
	Iteration 25Q: 3 clusters Score -7918855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -7918851.500000 Penalty: 5310.056152
	Iteration 26Q: 3 clusters Score -7918852 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -7918865.500000 Penalty: 5310.056152
	Iteration 27Q: 3 clusters Score -7918866 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7918876.500000 Penalty: 5310.056152
	Iteration 28Q: 3 clusters Score -7918876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -7918884.500000 Penalty: 5310.056152
	Iteration 29Q: 3 clusters Score -7918884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7918899.000000 Penalty: 5310.056152
	Iteration 30Q: 3 clusters Score -7918899 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7918906.000000 Penalty: 5310.056152
	Iteration 31Q: 3 clusters Score -7918906 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7918905.000000 Penalty: 5310.056152
	Iteration 32Q: 3 clusters Score -7918905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7918885.000000 Penalty: 5310.056152
	Iteration 33Q: 3 clusters Score -7918885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -7918901.500000 Penalty: 5310.056152
	Iteration 34Q: 3 clusters Score -7918902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7918950.500000 Penalty: 5310.056152
	Iteration 35Q: 3 clusters Score -7918950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7918946.500000 Penalty: 5310.056152
	Iteration 36Q: 3 clusters Score -7918946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -7918963.500000 Penalty: 5310.056152
	Iteration 37Q: 3 clusters Score -7918964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -7918945.500000 Penalty: 5310.056152
	Iteration 38Q: 3 clusters Score -7918946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -7918921.000000 Penalty: 5310.056152
	Iteration 39Q: 3 clusters Score -7918921 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7918938.500000 Penalty: 5310.056152
	Iteration 40F: 3 clusters Score -7918938 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -7918932.500000 Penalty: 5310.056152
	Iteration 41Q: 3 clusters Score -7918932 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -7918942.000000 Penalty: 5310.056152
	Iteration 42Q: 3 clusters Score -7918942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -7918938.000000 Penalty: 5310.056152
	Iteration 43Q: 3 clusters Score -7918938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -7918943.500000 Penalty: 5310.056152
	Iteration 44Q: 3 clusters Score -7918944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -7918959.000000 Penalty: 5310.056152
	Iteration 45Q: 3 clusters Score -7918959 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -7918972.000000 Penalty: 5310.056152
	Iteration 46Q: 3 clusters Score -7918972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7918942.500000 Penalty: 5310.056152
	Iteration 47Q: 3 clusters Score -7918942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -7918956.500000 Penalty: 5310.056152
	Iteration 48Q: 3 clusters Score -7918956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -7918946.000000 Penalty: 5310.056152
	Iteration 49Q: 3 clusters Score -7918946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -7918954.000000 Penalty: 5310.056152
	Iteration 50Q: 3 clusters Score -7918954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -7918940.500000 Penalty: 5310.056152
	Iteration 51Q: 3 clusters Score -7918940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -7918932.500000 Penalty: 5310.056152
	Iteration 52Q: 3 clusters Score -7918932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7918918.500000 Penalty: 5310.056152
	Iteration 53Q: 3 clusters Score -7918918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7918933.500000 Penalty: 5310.056152
	Iteration 54Q: 3 clusters Score -7918934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -7918920.000000 Penalty: 5310.056152
	Iteration 55Q: 3 clusters Score -7918920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7918933.000000 Penalty: 5310.056152
	Iteration 56Q: 3 clusters Score -7918933 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7918948.500000 Penalty: 5310.056152
	Iteration 57Q: 3 clusters Score -7918948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -7918946.000000 Penalty: 5310.056152
	Iteration 58Q: 3 clusters Score -7918946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -7918950.000000 Penalty: 5310.056152
	Iteration 59Q: 3 clusters Score -7918950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7918962.500000 Penalty: 5310.056152
	Iteration 60F: 3 clusters Score -7918962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -7918965.000000 Penalty: 5310.056152
	Iteration 61Q: 3 clusters Score -7918965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7918953.000000 Penalty: 5310.056152
	Iteration 62Q: 3 clusters Score -7918953 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7918957.500000 Penalty: 5310.056152
	Iteration 63Q: 3 clusters Score -7918958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7918962.000000 Penalty: 5310.056152
	Iteration 64Q: 3 clusters Score -7918962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7918960.000000 Penalty: 5310.056152
	Iteration 65Q: 3 clusters Score -7918960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -7918956.500000 Penalty: 5310.056152
	Iteration 66Q: 3 clusters Score -7918956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -7918941.500000 Penalty: 5310.056152
	Iteration 67Q: 3 clusters Score -7918942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7918966.000000 Penalty: 5310.056152
	Iteration 68Q: 3 clusters Score -7918966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -7918937.500000 Penalty: 5310.056152
	Iteration 69Q: 3 clusters Score -7918938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7918943.500000 Penalty: 5310.056152
	Iteration 70Q: 3 clusters Score -7918944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7918937.000000 Penalty: 5310.056152
	Iteration 71Q: 3 clusters Score -7918937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -7918931.000000 Penalty: 5310.056152
	Iteration 72Q: 3 clusters Score -7918931 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7918930.000000 Penalty: 5310.056152
	Iteration 73Q: 3 clusters Score -7918930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7918927.000000 Penalty: 5310.056152
	Iteration 74Q: 3 clusters Score -7918927 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7918924.000000 Penalty: 5310.056152
	Iteration 75Q: 3 clusters Score -7918924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -7918902.500000 Penalty: 5310.056152
	Iteration 76Q: 3 clusters Score -7918902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -7918910.000000 Penalty: 5310.056152
	Iteration 77Q: 3 clusters Score -7918910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -7918929.000000 Penalty: 5310.056152
	Iteration 78Q: 3 clusters Score -7918929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -7918936.500000 Penalty: 5310.056152
	Iteration 79Q: 3 clusters Score -7918936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7918938.000000 Penalty: 5310.056152
	Iteration 80F: 3 clusters Score -7918938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -7918934.000000 Penalty: 5310.056152
	Iteration 81Q: 3 clusters Score -7918934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7918927.000000 Penalty: 5310.056152
	Iteration 82Q: 3 clusters Score -7918927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -7918926.000000 Penalty: 5310.056152
	Iteration 83Q: 3 clusters Score -7918926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -7918944.500000 Penalty: 5310.056152
	Iteration 84Q: 3 clusters Score -7918944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7918940.500000 Penalty: 5310.056152
	Iteration 85Q: 3 clusters Score -7918940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -7918948.500000 Penalty: 5310.056152
	Iteration 86Q: 3 clusters Score -7918948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7918959.000000 Penalty: 5310.056152
	Iteration 87Q: 3 clusters Score -7918959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -7918960.500000 Penalty: 5310.056152
	Iteration 88Q: 3 clusters Score -7918960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -7918957.000000 Penalty: 5310.056152
	Iteration 89Q: 3 clusters Score -7918957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -7918970.000000 Penalty: 5310.056152
	Iteration 90Q: 3 clusters Score -7918970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7918974.500000 Penalty: 5310.056152
	Iteration 91Q: 3 clusters Score -7918974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -7918953.500000 Penalty: 5310.056152
	Iteration 92Q: 3 clusters Score -7918954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -7918955.500000 Penalty: 5310.056152
	Iteration 93Q: 3 clusters Score -7918956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -7918963.500000 Penalty: 5310.056152
	Iteration 94Q: 3 clusters Score -7918964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7918966.500000 Penalty: 5310.056152
	Iteration 95Q: 3 clusters Score -7918966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -7918974.500000 Penalty: 5310.056152
	Iteration 96Q: 3 clusters Score -7918974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7918957.500000 Penalty: 5310.056152
	Iteration 97Q: 3 clusters Score -7918958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7918953.500000 Penalty: 5310.056152
	Iteration 98Q: 3 clusters Score -7918954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -7918962.500000 Penalty: 5310.056152
	Iteration 99Q: 3 clusters Score -7918962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -7918971.000000 Penalty: 5310.056152
	Iteration 100F: 3 clusters Score -7918971 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -7918974.000000 Penalty: 5310.056152
	Iteration 101Q: 3 clusters Score -7918974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7918974.500000 Penalty: 5310.056152
	Iteration 102Q: 3 clusters Score -7918974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -7918989.500000 Penalty: 5310.056152
	Iteration 103Q: 3 clusters Score -7918990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -7918984.500000 Penalty: 5310.056152
	Iteration 104Q: 3 clusters Score -7918984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -7919000.000000 Penalty: 5310.056152
	Iteration 105Q: 3 clusters Score -7919000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -7918998.500000 Penalty: 5310.056152
	Iteration 106Q: 3 clusters Score -7918998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7919002.500000 Penalty: 5310.056152
	Iteration 107Q: 3 clusters Score -7919002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -7919002.500000 Penalty: 5310.056152
	Iteration 108Q: 3 clusters Score -7919002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -7919001.000000 Penalty: 5310.056152
	Iteration 109Q: 3 clusters Score -7919001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -7919003.500000 Penalty: 5310.056152
	Iteration 110Q: 3 clusters Score -7919004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -7919010.000000 Penalty: 5310.056152
	Iteration 111Q: 3 clusters Score -7919010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7919018.500000 Penalty: 5310.056152
	Iteration 112Q: 3 clusters Score -7919018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -7919026.000000 Penalty: 5310.056152
	Iteration 113Q: 3 clusters Score -7919026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -7919011.500000 Penalty: 5310.056152
	Iteration 114Q: 3 clusters Score -7919012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7919012.000000 Penalty: 5310.056152
	Iteration 115Q: 3 clusters Score -7919012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -7919031.000000 Penalty: 5310.056152
	Iteration 116Q: 3 clusters Score -7919031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -7919033.000000 Penalty: 5310.056152
	Iteration 117Q: 3 clusters Score -7919033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -7919036.500000 Penalty: 5310.056152
	Iteration 118Q: 3 clusters Score -7919036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -7919038.500000 Penalty: 5310.056152
	Iteration 119Q: 3 clusters Score -7919038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -7919037.500000 Penalty: 5310.056152
	Iteration 120F: 3 clusters Score -7919038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -7919042.500000 Penalty: 5310.056152
	Iteration 121Q: 3 clusters Score -7919042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -7919035.500000 Penalty: 5310.056152
	Iteration 122Q: 3 clusters Score -7919036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -7919049.000000 Penalty: 5310.056152
	Iteration 123Q: 3 clusters Score -7919049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -7919042.000000 Penalty: 5310.056152
	Iteration 124Q: 3 clusters Score -7919042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -7919034.500000 Penalty: 5310.056152
	Iteration 125Q: 3 clusters Score -7919034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -7919032.000000 Penalty: 5310.056152
	Iteration 126Q: 3 clusters Score -7919032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -7919025.000000 Penalty: 5310.056152
	Iteration 127Q: 3 clusters Score -7919025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -7919023.500000 Penalty: 5310.056152
	Iteration 128Q: 3 clusters Score -7919024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -7919027.000000 Penalty: 5310.056152
	Iteration 129Q: 3 clusters Score -7919027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -7919029.500000 Penalty: 5310.056152
	Iteration 130Q: 3 clusters Score -7919030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -7919035.000000 Penalty: 5310.056152
	Iteration 131Q: 3 clusters Score -7919035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -7919021.500000 Penalty: 5310.056152
	Iteration 132Q: 3 clusters Score -7919022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -7919032.500000 Penalty: 5310.056152
	Iteration 133Q: 3 clusters Score -7919032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7919031.000000 Penalty: 5310.056152
	Iteration 134Q: 3 clusters Score -7919031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -7919036.000000 Penalty: 5310.056152
	Iteration 135Q: 3 clusters Score -7919036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -7919022.500000 Penalty: 5310.056152
	Iteration 136Q: 3 clusters Score -7919022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7919031.500000 Penalty: 5310.056152
	Iteration 137Q: 3 clusters Score -7919032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -7919033.500000 Penalty: 5310.056152
	Iteration 138Q: 3 clusters Score -7919034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -7919021.000000 Penalty: 5310.056152
	Iteration 139Q: 3 clusters Score -7919021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -7919017.000000 Penalty: 5310.056152
	Iteration 140F: 3 clusters Score -7919017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7919012.000000 Penalty: 5310.056152
	Iteration 141Q: 3 clusters Score -7919012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -7919014.500000 Penalty: 5310.056152
	Iteration 142Q: 3 clusters Score -7919014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -7919018.000000 Penalty: 5310.056152
	Iteration 143Q: 3 clusters Score -7919018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7919013.500000 Penalty: 5310.056152
	Iteration 144Q: 3 clusters Score -7919014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -7919013.500000 Penalty: 5310.056152
	Iteration 145Q: 3 clusters Score -7919014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -7919017.000000 Penalty: 5310.056152
	Iteration 146Q: 3 clusters Score -7919017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -7919012.500000 Penalty: 5310.056152
	Iteration 147Q: 3 clusters Score -7919012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7919018.000000 Penalty: 5310.056152
	Iteration 148Q: 3 clusters Score -7919018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -7919007.500000 Penalty: 5310.056152
	Iteration 149Q: 3 clusters Score -7919008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -7919006.500000 Penalty: 5310.056152
	Iteration 150Q: 3 clusters Score -7919006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -7919003.000000 Penalty: 5310.056152
	Iteration 151Q: 3 clusters Score -7919003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7919009.500000 Penalty: 5310.056152
	Iteration 152Q: 3 clusters Score -7919010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -7919007.500000 Penalty: 5310.056152
	Iteration 153Q: 3 clusters Score -7919008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -7919007.000000 Penalty: 5310.056152
	Iteration 154Q: 3 clusters Score -7919007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -7919008.500000 Penalty: 5310.056152
	Iteration 155Q: 3 clusters Score -7919008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -7919011.500000 Penalty: 5310.056152
	Iteration 156Q: 3 clusters Score -7919012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7919014.500000 Penalty: 5310.056152
	Iteration 157Q: 3 clusters Score -7919014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -7919014.500000 Penalty: 5310.056152
	Iteration 158Q: 3 clusters Score -7919014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7919013.000000 Penalty: 5310.056152
	Iteration 159Q: 3 clusters Score -7919013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -7919013.000000 Penalty: 5310.056152
	Iteration 160F: 3 clusters Score -7919013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Entering Unmasked Estep 
Score: -4570811.000000 Penalty: 2489.937500
	Iteration 0F: 2 clusters Score -4570811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -4562137.000000 Penalty: 4979.875000
	Iteration 0F: 3 clusters Score -4562137 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4567630.500000 Penalty: 4979.875000
	Iteration 1F: 3 clusters Score -4567630 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4568003.000000 Penalty: 4979.875000
	Iteration 2F: 3 clusters Score -4568003 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4568293.500000 Penalty: 4979.875000
	Iteration 3Q: 3 clusters Score -4568294 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4568505.000000 Penalty: 4979.875000
	Iteration 4Q: 3 clusters Score -4568505 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4568694.000000 Penalty: 4979.875000
	Iteration 5Q: 3 clusters Score -4568694 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4568888.500000 Penalty: 4979.875000
	Iteration 6Q: 3 clusters Score -4568888 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4569027.500000 Penalty: 4979.875000
	Iteration 7Q: 3 clusters Score -4569028 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4569212.000000 Penalty: 4979.875000
	Iteration 8Q: 3 clusters Score -4569212 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4569342.000000 Penalty: 4979.875000
	Iteration 9Q: 3 clusters Score -4569342 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4569494.000000 Penalty: 4979.875000
	Iteration 10Q: 3 clusters Score -4569494 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4569635.500000 Penalty: 4979.875000
	Iteration 11Q: 3 clusters Score -4569636 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4569796.000000 Penalty: 4979.875000
	Iteration 12Q: 3 clusters Score -4569796 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4569954.500000 Penalty: 4979.875000
	Iteration 13Q: 3 clusters Score -4569954 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4570151.500000 Penalty: 4979.875000
	Iteration 14Q: 3 clusters Score -4570152 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4570390.000000 Penalty: 4979.875000
	Iteration 15Q: 3 clusters Score -4570390 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4570657.500000 Penalty: 4979.875000
	Iteration 16Q: 3 clusters Score -4570658 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4570943.000000 Penalty: 4979.875000
	Iteration 17Q: 3 clusters Score -4570943 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4571288.500000 Penalty: 4979.875000
	Iteration 18Q: 3 clusters Score -4571288 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4571617.000000 Penalty: 4979.875000
	Iteration 19Q: 3 clusters Score -4571617 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4571973.000000 Penalty: 4979.875000
	Iteration 20F: 3 clusters Score -4571973 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4572205.000000 Penalty: 4979.875000
	Iteration 21Q: 3 clusters Score -4572205 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4572378.500000 Penalty: 4979.875000
	Iteration 22Q: 3 clusters Score -4572378 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4572536.500000 Penalty: 4979.875000
	Iteration 23Q: 3 clusters Score -4572536 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4572656.000000 Penalty: 4979.875000
	Iteration 24Q: 3 clusters Score -4572656 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4572713.000000 Penalty: 4979.875000
	Iteration 25Q: 3 clusters Score -4572713 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4572762.000000 Penalty: 4979.875000
	Iteration 26Q: 3 clusters Score -4572762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4572801.500000 Penalty: 4979.875000
	Iteration 27Q: 3 clusters Score -4572802 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4572855.500000 Penalty: 4979.875000
	Iteration 28Q: 3 clusters Score -4572856 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4572862.500000 Penalty: 4979.875000
	Iteration 29Q: 3 clusters Score -4572862 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4572893.000000 Penalty: 4979.875000
	Iteration 30Q: 3 clusters Score -4572893 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4572898.500000 Penalty: 4979.875000
	Iteration 31Q: 3 clusters Score -4572898 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -4572928.000000 Penalty: 4979.875000
	Iteration 32Q: 3 clusters Score -4572928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4572967.000000 Penalty: 4979.875000
	Iteration 33Q: 3 clusters Score -4572967 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4573005.000000 Penalty: 4979.875000
	Iteration 34Q: 3 clusters Score -4573005 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4573055.500000 Penalty: 4979.875000
	Iteration 35Q: 3 clusters Score -4573056 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4573063.500000 Penalty: 4979.875000
	Iteration 36Q: 3 clusters Score -4573064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4573117.000000 Penalty: 4979.875000
	Iteration 37Q: 3 clusters Score -4573117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4573173.000000 Penalty: 4979.875000
	Iteration 38Q: 3 clusters Score -4573173 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4573207.000000 Penalty: 4979.875000
	Iteration 39Q: 3 clusters Score -4573207 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4573271.000000 Penalty: 4979.875000
	Iteration 40F: 3 clusters Score -4573271 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4573360.000000 Penalty: 4979.875000
	Iteration 41Q: 3 clusters Score -4573360 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4573453.000000 Penalty: 4979.875000
	Iteration 42Q: 3 clusters Score -4573453 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4573546.000000 Penalty: 4979.875000
	Iteration 43Q: 3 clusters Score -4573546 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4573582.500000 Penalty: 4979.875000
	Iteration 44Q: 3 clusters Score -4573582 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4573645.000000 Penalty: 4979.875000
	Iteration 45Q: 3 clusters Score -4573645 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4573667.000000 Penalty: 4979.875000
	Iteration 46Q: 3 clusters Score -4573667 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4573709.500000 Penalty: 4979.875000
	Iteration 47Q: 3 clusters Score -4573710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4573733.000000 Penalty: 4979.875000
	Iteration 48Q: 3 clusters Score -4573733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4573781.500000 Penalty: 4979.875000
	Iteration 49Q: 3 clusters Score -4573782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4573820.000000 Penalty: 4979.875000
	Iteration 50Q: 3 clusters Score -4573820 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -4573837.500000 Penalty: 4979.875000
	Iteration 51Q: 3 clusters Score -4573838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4573848.500000 Penalty: 4979.875000
	Iteration 52Q: 3 clusters Score -4573848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4573828.000000 Penalty: 4979.875000
	Iteration 53Q: 3 clusters Score -4573828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4573846.000000 Penalty: 4979.875000
	Iteration 54Q: 3 clusters Score -4573846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4573843.500000 Penalty: 4979.875000
	Iteration 55Q: 3 clusters Score -4573844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4573869.000000 Penalty: 4979.875000
	Iteration 56Q: 3 clusters Score -4573869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4573867.000000 Penalty: 4979.875000
	Iteration 57Q: 3 clusters Score -4573867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4573853.500000 Penalty: 4979.875000
	Iteration 58Q: 3 clusters Score -4573854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -4573862.500000 Penalty: 4979.875000
	Iteration 59Q: 3 clusters Score -4573862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4573878.500000 Penalty: 4979.875000
	Iteration 60F: 3 clusters Score -4573878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4573905.500000 Penalty: 4979.875000
	Iteration 61Q: 3 clusters Score -4573906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4573916.000000 Penalty: 4979.875000
	Iteration 62Q: 3 clusters Score -4573916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4573907.000000 Penalty: 4979.875000
	Iteration 63Q: 3 clusters Score -4573907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4573896.000000 Penalty: 4979.875000
	Iteration 64Q: 3 clusters Score -4573896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4573908.500000 Penalty: 4979.875000
	Iteration 65Q: 3 clusters Score -4573908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4573901.500000 Penalty: 4979.875000
	Iteration 66Q: 3 clusters Score -4573902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4573915.000000 Penalty: 4979.875000
	Iteration 67Q: 3 clusters Score -4573915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4573901.500000 Penalty: 4979.875000
	Iteration 68Q: 3 clusters Score -4573902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4573908.000000 Penalty: 4979.875000
	Iteration 69Q: 3 clusters Score -4573908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4573916.000000 Penalty: 4979.875000
	Iteration 70Q: 3 clusters Score -4573916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4573918.000000 Penalty: 4979.875000
	Iteration 71Q: 3 clusters Score -4573918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -4573913.500000 Penalty: 4979.875000
	Iteration 72Q: 3 clusters Score -4573914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4573916.500000 Penalty: 4979.875000
	Iteration 73Q: 3 clusters Score -4573916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4573901.000000 Penalty: 4979.875000
	Iteration 74Q: 3 clusters Score -4573901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4573907.500000 Penalty: 4979.875000
	Iteration 75Q: 3 clusters Score -4573908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4573909.000000 Penalty: 4979.875000
	Iteration 76Q: 3 clusters Score -4573909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4573908.500000 Penalty: 4979.875000
	Iteration 77Q: 3 clusters Score -4573908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4573905.500000 Penalty: 4979.875000
	Iteration 78Q: 3 clusters Score -4573906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4573909.500000 Penalty: 4979.875000
	Iteration 79Q: 3 clusters Score -4573910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4573913.500000 Penalty: 4979.875000
	Iteration 80F: 3 clusters Score -4573914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4573914.000000 Penalty: 4979.875000
	Iteration 81Q: 3 clusters Score -4573914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4573920.500000 Penalty: 4979.875000
	Iteration 82Q: 3 clusters Score -4573920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4573922.500000 Penalty: 4979.875000
	Iteration 83Q: 3 clusters Score -4573922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4573919.500000 Penalty: 4979.875000
	Iteration 84Q: 3 clusters Score -4573920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4573919.500000 Penalty: 4979.875000
	Iteration 85Q: 3 clusters Score -4573920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4573921.000000 Penalty: 4979.875000
	Iteration 86Q: 3 clusters Score -4573921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4573918.500000 Penalty: 4979.875000
	Iteration 87Q: 3 clusters Score -4573918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4573915.500000 Penalty: 4979.875000
	Iteration 88Q: 3 clusters Score -4573916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4573916.000000 Penalty: 4979.875000
	Iteration 89Q: 3 clusters Score -4573916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4573930.500000 Penalty: 4979.875000
	Iteration 90Q: 3 clusters Score -4573930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4573926.000000 Penalty: 4979.875000
	Iteration 91Q: 3 clusters Score -4573926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4573931.000000 Penalty: 4979.875000
	Iteration 92Q: 3 clusters Score -4573931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4573931.500000 Penalty: 4979.875000
	Iteration 93Q: 3 clusters Score -4573932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4573928.500000 Penalty: 4979.875000
	Iteration 94Q: 3 clusters Score -4573928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4573930.000000 Penalty: 4979.875000
	Iteration 95Q: 3 clusters Score -4573930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4573933.000000 Penalty: 4979.875000
	Iteration 96Q: 3 clusters Score -4573933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4573925.000000 Penalty: 4979.875000
	Iteration 97Q: 3 clusters Score -4573925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4573916.500000 Penalty: 4979.875000
	Iteration 98Q: 3 clusters Score -4573916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4573926.000000 Penalty: 4979.875000
	Iteration 99Q: 3 clusters Score -4573926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -4573922.000000 Penalty: 4979.875000
	Iteration 100F: 3 clusters Score -4573922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -4573925.000000 Penalty: 4979.875000
	Iteration 101Q: 3 clusters Score -4573925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4573933.500000 Penalty: 4979.875000
	Iteration 102Q: 3 clusters Score -4573934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4573927.500000 Penalty: 4979.875000
	Iteration 103Q: 3 clusters Score -4573928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4573930.000000 Penalty: 4979.875000
	Iteration 104Q: 3 clusters Score -4573930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4573931.000000 Penalty: 4979.875000
	Iteration 105Q: 3 clusters Score -4573931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4573938.000000 Penalty: 4979.875000
	Iteration 106Q: 3 clusters Score -4573938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4573936.500000 Penalty: 4979.875000
	Iteration 107Q: 3 clusters Score -4573936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4573940.500000 Penalty: 4979.875000
	Iteration 108Q: 3 clusters Score -4573940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4573934.500000 Penalty: 4979.875000
	Iteration 109Q: 3 clusters Score -4573934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4573920.000000 Penalty: 4979.875000
	Iteration 110Q: 3 clusters Score -4573920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -4573919.000000 Penalty: 4979.875000
	Iteration 111Q: 3 clusters Score -4573919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4573914.000000 Penalty: 4979.875000
	Iteration 112Q: 3 clusters Score -4573914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -4573912.000000 Penalty: 4979.875000
	Iteration 113Q: 3 clusters Score -4573912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -4573916.000000 Penalty: 4979.875000
	Iteration 114Q: 3 clusters Score -4573916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4573914.500000 Penalty: 4979.875000
	Iteration 115Q: 3 clusters Score -4573914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4573910.500000 Penalty: 4979.875000
	Iteration 116Q: 3 clusters Score -4573910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4573915.500000 Penalty: 4979.875000
	Iteration 117Q: 3 clusters Score -4573916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4573918.000000 Penalty: 4979.875000
	Iteration 118Q: 3 clusters Score -4573918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4573918.000000 Penalty: 4979.875000
	Iteration 119Q: 3 clusters Score -4573918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4573924.500000 Penalty: 4979.875000
	Iteration 120F: 3 clusters Score -4573924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4573921.000000 Penalty: 4979.875000
	Iteration 121Q: 3 clusters Score -4573921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4573925.500000 Penalty: 4979.875000
	Iteration 122Q: 3 clusters Score -4573926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4573915.500000 Penalty: 4979.875000
	Iteration 123Q: 3 clusters Score -4573916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4573918.000000 Penalty: 4979.875000
	Iteration 124Q: 3 clusters Score -4573918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4573919.500000 Penalty: 4979.875000
	Iteration 125Q: 3 clusters Score -4573920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4573924.000000 Penalty: 4979.875000
	Iteration 126Q: 3 clusters Score -4573924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4573922.000000 Penalty: 4979.875000
	Iteration 127Q: 3 clusters Score -4573922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4573927.000000 Penalty: 4979.875000
	Iteration 128Q: 3 clusters Score -4573927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4573928.500000 Penalty: 4979.875000
	Iteration 129Q: 3 clusters Score -4573928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4573926.000000 Penalty: 4979.875000
	Iteration 130Q: 3 clusters Score -4573926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4573922.500000 Penalty: 4979.875000
	Iteration 131Q: 3 clusters Score -4573922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4573923.000000 Penalty: 4979.875000
	Iteration 132Q: 3 clusters Score -4573923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4573924.000000 Penalty: 4979.875000
	Iteration 133Q: 3 clusters Score -4573924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4573923.000000 Penalty: 4979.875000
	Iteration 134Q: 3 clusters Score -4573923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -4573923.000000 Penalty: 4979.875000
	Iteration 135F: 3 clusters Score -4573923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 1381 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 29013 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Entering Unmasked Estep 
Score: -87163560.000000 Penalty: 100418.085938
Splitting cluster 8 changes total score from -87161336.000000 to -87163560.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (37056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Entering Unmasked Estep 
Score: -6922886.500000 Penalty: 2609.006104
	Iteration 0F: 2 clusters Score -6922886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6899854.500000 Penalty: 5218.012207
	Iteration 0F: 3 clusters Score -6899854 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6908982.000000 Penalty: 5218.012207
	Iteration 1F: 3 clusters Score -6908982 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6909490.500000 Penalty: 5218.012207
	Iteration 2Q: 3 clusters Score -6909490 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -6909930.000000 Penalty: 5218.012207
	Iteration 3Q: 3 clusters Score -6909930 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6910281.500000 Penalty: 5218.012207
	Iteration 4Q: 3 clusters Score -6910282 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -6910723.000000 Penalty: 5218.012207
	Iteration 5Q: 3 clusters Score -6910723 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6911185.500000 Penalty: 5218.012207
	Iteration 6Q: 3 clusters Score -6911186 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -6911667.000000 Penalty: 5218.012207
	Iteration 7Q: 3 clusters Score -6911667 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6912311.500000 Penalty: 5218.012207
	Iteration 8Q: 3 clusters Score -6912312 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -6913177.000000 Penalty: 5218.012207
	Iteration 9Q: 3 clusters Score -6913177 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -6914069.500000 Penalty: 5218.012207
	Iteration 10Q: 3 clusters Score -6914070 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6915059.000000 Penalty: 5218.012207
	Iteration 11Q: 3 clusters Score -6915059 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -6915974.000000 Penalty: 5218.012207
	Iteration 12Q: 3 clusters Score -6915974 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -6916615.500000 Penalty: 5218.012207
	Iteration 13Q: 3 clusters Score -6916616 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6917090.500000 Penalty: 5218.012207
	Iteration 14Q: 3 clusters Score -6917090 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -6917464.000000 Penalty: 5218.012207
	Iteration 15Q: 3 clusters Score -6917464 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -6917709.000000 Penalty: 5218.012207
	Iteration 16Q: 3 clusters Score -6917709 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6917961.000000 Penalty: 5218.012207
	Iteration 17Q: 3 clusters Score -6917961 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -6918215.500000 Penalty: 5218.012207
	Iteration 18Q: 3 clusters Score -6918216 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -6918461.500000 Penalty: 5218.012207
	Iteration 19Q: 3 clusters Score -6918462 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6918729.000000 Penalty: 5218.012207
	Iteration 20F: 3 clusters Score -6918729 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -6919013.500000 Penalty: 5218.012207
	Iteration 21Q: 3 clusters Score -6919014 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -6919301.500000 Penalty: 5218.012207
	Iteration 22Q: 3 clusters Score -6919302 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6919528.500000 Penalty: 5218.012207
	Iteration 23Q: 3 clusters Score -6919528 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6919733.500000 Penalty: 5218.012207
	Iteration 24Q: 3 clusters Score -6919734 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6919910.000000 Penalty: 5218.012207
	Iteration 25Q: 3 clusters Score -6919910 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -6920045.500000 Penalty: 5218.012207
	Iteration 26Q: 3 clusters Score -6920046 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6920156.500000 Penalty: 5218.012207
	Iteration 27Q: 3 clusters Score -6920156 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6920268.000000 Penalty: 5218.012207
	Iteration 28Q: 3 clusters Score -6920268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6920340.000000 Penalty: 5218.012207
	Iteration 29Q: 3 clusters Score -6920340 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6920426.500000 Penalty: 5218.012207
	Iteration 30Q: 3 clusters Score -6920426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6920515.500000 Penalty: 5218.012207
	Iteration 31Q: 3 clusters Score -6920516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6920568.500000 Penalty: 5218.012207
	Iteration 32Q: 3 clusters Score -6920568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6920602.500000 Penalty: 5218.012207
	Iteration 33Q: 3 clusters Score -6920602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6920632.500000 Penalty: 5218.012207
	Iteration 34Q: 3 clusters Score -6920632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6920673.500000 Penalty: 5218.012207
	Iteration 35Q: 3 clusters Score -6920674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6920687.000000 Penalty: 5218.012207
	Iteration 36Q: 3 clusters Score -6920687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6920730.500000 Penalty: 5218.012207
	Iteration 37Q: 3 clusters Score -6920730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6920776.500000 Penalty: 5218.012207
	Iteration 38Q: 3 clusters Score -6920776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6920786.500000 Penalty: 5218.012207
	Iteration 39Q: 3 clusters Score -6920786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6920823.500000 Penalty: 5218.012207
	Iteration 40F: 3 clusters Score -6920824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6920848.500000 Penalty: 5218.012207
	Iteration 41Q: 3 clusters Score -6920848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6920871.500000 Penalty: 5218.012207
	Iteration 42Q: 3 clusters Score -6920872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6920883.500000 Penalty: 5218.012207
	Iteration 43Q: 3 clusters Score -6920884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6920895.500000 Penalty: 5218.012207
	Iteration 44Q: 3 clusters Score -6920896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6920906.500000 Penalty: 5218.012207
	Iteration 45Q: 3 clusters Score -6920906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6920919.000000 Penalty: 5218.012207
	Iteration 46Q: 3 clusters Score -6920919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6920922.000000 Penalty: 5218.012207
	Iteration 47Q: 3 clusters Score -6920922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6920910.000000 Penalty: 5218.012207
	Iteration 48Q: 3 clusters Score -6920910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6920924.000000 Penalty: 5218.012207
	Iteration 49Q: 3 clusters Score -6920924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6920914.000000 Penalty: 5218.012207
	Iteration 50Q: 3 clusters Score -6920914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6920915.000000 Penalty: 5218.012207
	Iteration 51Q: 3 clusters Score -6920915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6920909.500000 Penalty: 5218.012207
	Iteration 52Q: 3 clusters Score -6920910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6920917.000000 Penalty: 5218.012207
	Iteration 53Q: 3 clusters Score -6920917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6920913.500000 Penalty: 5218.012207
	Iteration 54Q: 3 clusters Score -6920914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6920922.500000 Penalty: 5218.012207
	Iteration 55Q: 3 clusters Score -6920922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6920922.500000 Penalty: 5218.012207
	Iteration 56F: 3 clusters Score -6920922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -82686.648438 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -82686.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81275.343750 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -81275.34 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81594.234375 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -81594.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81750.882812 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -81750.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81822.648438 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -81822.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81868.664062 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -81868.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81902.031250 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -81902.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81921.195312 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -81921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81927.960938 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -81927.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81934.289062 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -81934.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81936.968750 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -81936.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81936.968750 Penalty: 3101.899170
	Iteration 10F: 3 clusters Score -81936.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -423556.093750 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -423556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -420667.906250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -420667.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -421396.750000 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -421396.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -421655.812500 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -421655.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -421828.468750 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -421828.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -421970.656250 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -421970.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -422087.750000 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -422087.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -422156.531250 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -422156.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -422208.281250 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -422208.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -422258.062500 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -422258.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -422296.218750 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -422296.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -422334.250000 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -422334.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -422371.593750 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -422371.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -422408.187500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -422408.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -422433.875000 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -422433.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -422458.875000 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -422458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -422483.968750 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -422484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -422495.531250 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -422495.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -422504.593750 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -422504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -422516.531250 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -422516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -422522.968750 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -422523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -422531.656250 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -422531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -422539.062500 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -422539.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -422546.656250 Penalty: 3871.515381
	Iteration 22Q: 3 clusters Score -422546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -422559.781250 Penalty: 3871.515381
	Iteration 23Q: 3 clusters Score -422559.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -422568.906250 Penalty: 3871.515381
	Iteration 24Q: 3 clusters Score -422568.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -422581.781250 Penalty: 3871.515381
	Iteration 25Q: 3 clusters Score -422581.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -422595.562500 Penalty: 3871.515381
	Iteration 26Q: 3 clusters Score -422595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -422610.500000 Penalty: 3871.515381
	Iteration 27Q: 3 clusters Score -422610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -422619.781250 Penalty: 3871.515381
	Iteration 28Q: 3 clusters Score -422619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -422631.562500 Penalty: 3871.515381
	Iteration 29Q: 3 clusters Score -422631.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -422639.000000 Penalty: 3871.515381
	Iteration 30Q: 3 clusters Score -422639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -422652.125000 Penalty: 3871.515381
	Iteration 31Q: 3 clusters Score -422652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -422660.781250 Penalty: 3871.515381
	Iteration 32Q: 3 clusters Score -422660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -422669.031250 Penalty: 3871.515381
	Iteration 33Q: 3 clusters Score -422669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -422680.468750 Penalty: 3871.515381
	Iteration 34Q: 3 clusters Score -422680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -422684.593750 Penalty: 3871.515381
	Iteration 35Q: 3 clusters Score -422684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -422691.562500 Penalty: 3871.515381
	Iteration 36Q: 3 clusters Score -422691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -422697.125000 Penalty: 3871.515381
	Iteration 37Q: 3 clusters Score -422697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -422698.937500 Penalty: 3871.515381
	Iteration 38Q: 3 clusters Score -422698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -422700.281250 Penalty: 3871.515381
	Iteration 39Q: 3 clusters Score -422700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -422701.593750 Penalty: 3871.515381
	Iteration 40F: 3 clusters Score -422701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -422704.687500 Penalty: 3871.515381
	Iteration 41Q: 3 clusters Score -422704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -422708.062500 Penalty: 3871.515381
	Iteration 42Q: 3 clusters Score -422708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -422718.250000 Penalty: 3871.515381
	Iteration 43Q: 3 clusters Score -422718.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -422728.906250 Penalty: 3871.515381
	Iteration 44Q: 3 clusters Score -422728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -422733.468750 Penalty: 3871.515381
	Iteration 45Q: 3 clusters Score -422733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -422737.468750 Penalty: 3871.515381
	Iteration 46Q: 3 clusters Score -422737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -422739.125000 Penalty: 3871.515381
	Iteration 47Q: 3 clusters Score -422739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -422739.250000 Penalty: 3871.515381
	Iteration 48Q: 3 clusters Score -422739.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -422739.656250 Penalty: 3871.515381
	Iteration 49Q: 3 clusters Score -422739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -422740.406250 Penalty: 3871.515381
	Iteration 50Q: 3 clusters Score -422740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -422740.437500 Penalty: 3871.515381
	Iteration 51Q: 3 clusters Score -422740.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -422740.437500 Penalty: 3871.515381
	Iteration 52F: 3 clusters Score -422740.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Entering Unmasked Estep 
Score: -4238785.500000 Penalty: 2475.243164
	Iteration 0F: 2 clusters Score -4238786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4227375.000000 Penalty: 4950.486328
	Iteration 0F: 3 clusters Score -4227375 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4232306.500000 Penalty: 4950.486328
	Iteration 1F: 3 clusters Score -4232306 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4232718.500000 Penalty: 4950.486328
	Iteration 2F: 3 clusters Score -4232718 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4233032.000000 Penalty: 4950.486328
	Iteration 3Q: 3 clusters Score -4233032 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4233317.500000 Penalty: 4950.486328
	Iteration 4Q: 3 clusters Score -4233318 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4233572.000000 Penalty: 4950.486328
	Iteration 5Q: 3 clusters Score -4233572 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4233803.000000 Penalty: 4950.486328
	Iteration 6Q: 3 clusters Score -4233803 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4234052.500000 Penalty: 4950.486328
	Iteration 7Q: 3 clusters Score -4234052 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4234298.000000 Penalty: 4950.486328
	Iteration 8Q: 3 clusters Score -4234298 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4234631.000000 Penalty: 4950.486328
	Iteration 9Q: 3 clusters Score -4234631 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4235061.500000 Penalty: 4950.486328
	Iteration 10Q: 3 clusters Score -4235062 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4235574.000000 Penalty: 4950.486328
	Iteration 11Q: 3 clusters Score -4235574 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4236191.500000 Penalty: 4950.486328
	Iteration 12Q: 3 clusters Score -4236192 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4236791.500000 Penalty: 4950.486328
	Iteration 13Q: 3 clusters Score -4236792 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4237260.500000 Penalty: 4950.486328
	Iteration 14Q: 3 clusters Score -4237260 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4237496.000000 Penalty: 4950.486328
	Iteration 15Q: 3 clusters Score -4237496 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4237616.000000 Penalty: 4950.486328
	Iteration 16Q: 3 clusters Score -4237616 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4237646.500000 Penalty: 4950.486328
	Iteration 17Q: 3 clusters Score -4237646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4237672.000000 Penalty: 4950.486328
	Iteration 18Q: 3 clusters Score -4237672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4237668.000000 Penalty: 4950.486328
	Iteration 19Q: 3 clusters Score -4237668 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4237631.000000 Penalty: 4950.486328
	Iteration 20F: 3 clusters Score -4237631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4237627.500000 Penalty: 4950.486328
	Iteration 21Q: 3 clusters Score -4237628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4237645.000000 Penalty: 4950.486328
	Iteration 22Q: 3 clusters Score -4237645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4237633.000000 Penalty: 4950.486328
	Iteration 23Q: 3 clusters Score -4237633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4237615.500000 Penalty: 4950.486328
	Iteration 24Q: 3 clusters Score -4237616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4237602.000000 Penalty: 4950.486328
	Iteration 25Q: 3 clusters Score -4237602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4237615.000000 Penalty: 4950.486328
	Iteration 26Q: 3 clusters Score -4237615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4237596.000000 Penalty: 4950.486328
	Iteration 27Q: 3 clusters Score -4237596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4237592.000000 Penalty: 4950.486328
	Iteration 28Q: 3 clusters Score -4237592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4237592.500000 Penalty: 4950.486328
	Iteration 29Q: 3 clusters Score -4237592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4237585.500000 Penalty: 4950.486328
	Iteration 30Q: 3 clusters Score -4237586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4237585.500000 Penalty: 4950.486328
	Iteration 31Q: 3 clusters Score -4237586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4237581.500000 Penalty: 4950.486328
	Iteration 32Q: 3 clusters Score -4237582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4237581.500000 Penalty: 4950.486328
	Iteration 33Q: 3 clusters Score -4237582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4237589.500000 Penalty: 4950.486328
	Iteration 34Q: 3 clusters Score -4237590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4237585.000000 Penalty: 4950.486328
	Iteration 35Q: 3 clusters Score -4237585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4237586.500000 Penalty: 4950.486328
	Iteration 36Q: 3 clusters Score -4237586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4237582.000000 Penalty: 4950.486328
	Iteration 37Q: 3 clusters Score -4237582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4237585.500000 Penalty: 4950.486328
	Iteration 38Q: 3 clusters Score -4237586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4237578.500000 Penalty: 4950.486328
	Iteration 39Q: 3 clusters Score -4237578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4237576.000000 Penalty: 4950.486328
	Iteration 40F: 3 clusters Score -4237576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4237575.500000 Penalty: 4950.486328
	Iteration 41Q: 3 clusters Score -4237576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4237575.000000 Penalty: 4950.486328
	Iteration 42Q: 3 clusters Score -4237575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4237569.500000 Penalty: 4950.486328
	Iteration 43Q: 3 clusters Score -4237570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4237564.500000 Penalty: 4950.486328
	Iteration 44Q: 3 clusters Score -4237564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4237566.000000 Penalty: 4950.486328
	Iteration 45Q: 3 clusters Score -4237566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4237561.500000 Penalty: 4950.486328
	Iteration 46Q: 3 clusters Score -4237562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4237561.500000 Penalty: 4950.486328
	Iteration 47Q: 3 clusters Score -4237562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4237558.500000 Penalty: 4950.486328
	Iteration 48Q: 3 clusters Score -4237558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4237553.500000 Penalty: 4950.486328
	Iteration 49Q: 3 clusters Score -4237554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4237554.000000 Penalty: 4950.486328
	Iteration 50Q: 3 clusters Score -4237554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4237553.500000 Penalty: 4950.486328
	Iteration 51Q: 3 clusters Score -4237554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4237555.000000 Penalty: 4950.486328
	Iteration 52Q: 3 clusters Score -4237555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4237555.000000 Penalty: 4950.486328
	Iteration 53F: 3 clusters Score -4237555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Entering Unmasked Estep 
Score: -7399151.000000 Penalty: 2624.223633
	Iteration 0F: 2 clusters Score -7399151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -7376792.500000 Penalty: 5248.447266
	Iteration 0F: 3 clusters Score -7376792 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7386803.000000 Penalty: 5248.447266
	Iteration 1F: 3 clusters Score -7386803 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7387301.000000 Penalty: 5248.447266
	Iteration 2Q: 3 clusters Score -7387301 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7387831.000000 Penalty: 5248.447266
	Iteration 3Q: 3 clusters Score -7387831 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -7388348.000000 Penalty: 5248.447266
	Iteration 4Q: 3 clusters Score -7388348 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -7388817.500000 Penalty: 5248.447266
	Iteration 5Q: 3 clusters Score -7388818 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7389389.000000 Penalty: 5248.447266
	Iteration 6Q: 3 clusters Score -7389389 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7390110.500000 Penalty: 5248.447266
	Iteration 7Q: 3 clusters Score -7390110 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -7390921.000000 Penalty: 5248.447266
	Iteration 8Q: 3 clusters Score -7390921 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -7392010.500000 Penalty: 5248.447266
	Iteration 9Q: 3 clusters Score -7392010 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -7393283.000000 Penalty: 5248.447266
	Iteration 10F: 3 clusters Score -7393283 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -7394228.000000 Penalty: 5248.447266
	Iteration 11F: 3 clusters Score -7394228 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -7394818.000000 Penalty: 5248.447266
	Iteration 12Q: 3 clusters Score -7394818 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -7395058.500000 Penalty: 5248.447266
	Iteration 13Q: 3 clusters Score -7395058 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7395198.000000 Penalty: 5248.447266
	Iteration 14Q: 3 clusters Score -7395198 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7395283.000000 Penalty: 5248.447266
	Iteration 15Q: 3 clusters Score -7395283 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -7395408.000000 Penalty: 5248.447266
	Iteration 16Q: 3 clusters Score -7395408 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7395446.500000 Penalty: 5248.447266
	Iteration 17Q: 3 clusters Score -7395446 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -7395470.500000 Penalty: 5248.447266
	Iteration 18Q: 3 clusters Score -7395470 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7395574.000000 Penalty: 5248.447266
	Iteration 19Q: 3 clusters Score -7395574 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -7395619.000000 Penalty: 5248.447266
	Iteration 20F: 3 clusters Score -7395619 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7395703.500000 Penalty: 5248.447266
	Iteration 21Q: 3 clusters Score -7395704 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7395749.500000 Penalty: 5248.447266
	Iteration 22Q: 3 clusters Score -7395750 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -7395762.500000 Penalty: 5248.447266
	Iteration 23Q: 3 clusters Score -7395762 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -7395785.500000 Penalty: 5248.447266
	Iteration 24Q: 3 clusters Score -7395786 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -7395832.000000 Penalty: 5248.447266
	Iteration 25Q: 3 clusters Score -7395832 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -7395854.500000 Penalty: 5248.447266
	Iteration 26Q: 3 clusters Score -7395854 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -7395908.500000 Penalty: 5248.447266
	Iteration 27Q: 3 clusters Score -7395908 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -7395934.000000 Penalty: 5248.447266
	Iteration 28Q: 3 clusters Score -7395934 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -7395946.000000 Penalty: 5248.447266
	Iteration 29Q: 3 clusters Score -7395946 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -7396010.000000 Penalty: 5248.447266
	Iteration 30Q: 3 clusters Score -7396010 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -7396036.500000 Penalty: 5248.447266
	Iteration 31Q: 3 clusters Score -7396036 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -7396069.500000 Penalty: 5248.447266
	Iteration 32Q: 3 clusters Score -7396070 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -7395987.000000 Penalty: 5248.447266
	Iteration 33Q: 3 clusters Score -7395987 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7396008.000000 Penalty: 5248.447266
	Iteration 34Q: 3 clusters Score -7396008 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -7395994.000000 Penalty: 5248.447266
	Iteration 35Q: 3 clusters Score -7395994 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -7396004.500000 Penalty: 5248.447266
	Iteration 36Q: 3 clusters Score -7396004 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -7396033.500000 Penalty: 5248.447266
	Iteration 37Q: 3 clusters Score -7396034 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -7396068.000000 Penalty: 5248.447266
	Iteration 38Q: 3 clusters Score -7396068 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -7396115.000000 Penalty: 5248.447266
	Iteration 39Q: 3 clusters Score -7396115 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7396464.500000 Penalty: 5248.447266
	Iteration 40F: 3 clusters Score -7396464 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -7396654.500000 Penalty: 5248.447266
	Iteration 41Q: 3 clusters Score -7396654 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7396745.000000 Penalty: 5248.447266
	Iteration 42Q: 3 clusters Score -7396745 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7396753.000000 Penalty: 5248.447266
	Iteration 43Q: 3 clusters Score -7396753 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7397042.500000 Penalty: 5248.447266
	Iteration 44Q: 3 clusters Score -7397042 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7397283.000000 Penalty: 5248.447266
	Iteration 45Q: 3 clusters Score -7397283 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7397457.000000 Penalty: 5248.447266
	Iteration 46Q: 3 clusters Score -7397457 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7397550.000000 Penalty: 5248.447266
	Iteration 47Q: 3 clusters Score -7397550 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7397644.000000 Penalty: 5248.447266
	Iteration 48Q: 3 clusters Score -7397644 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7397656.500000 Penalty: 5248.447266
	Iteration 49Q: 3 clusters Score -7397656 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7397612.500000 Penalty: 5248.447266
	Iteration 50Q: 3 clusters Score -7397612 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7397561.000000 Penalty: 5248.447266
	Iteration 51Q: 3 clusters Score -7397561 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7397572.500000 Penalty: 5248.447266
	Iteration 52Q: 3 clusters Score -7397572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7397581.500000 Penalty: 5248.447266
	Iteration 53Q: 3 clusters Score -7397582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7397550.500000 Penalty: 5248.447266
	Iteration 54Q: 3 clusters Score -7397550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7397538.500000 Penalty: 5248.447266
	Iteration 55Q: 3 clusters Score -7397538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7397535.500000 Penalty: 5248.447266
	Iteration 56Q: 3 clusters Score -7397536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7397529.500000 Penalty: 5248.447266
	Iteration 57Q: 3 clusters Score -7397530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7397528.500000 Penalty: 5248.447266
	Iteration 58Q: 3 clusters Score -7397528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7397503.000000 Penalty: 5248.447266
	Iteration 59Q: 3 clusters Score -7397503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7397495.000000 Penalty: 5248.447266
	Iteration 60F: 3 clusters Score -7397495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7397494.500000 Penalty: 5248.447266
	Iteration 61Q: 3 clusters Score -7397494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7397491.000000 Penalty: 5248.447266
	Iteration 62Q: 3 clusters Score -7397491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7397478.000000 Penalty: 5248.447266
	Iteration 63Q: 3 clusters Score -7397478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7397486.000000 Penalty: 5248.447266
	Iteration 64Q: 3 clusters Score -7397486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7397481.500000 Penalty: 5248.447266
	Iteration 65Q: 3 clusters Score -7397482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7397473.500000 Penalty: 5248.447266
	Iteration 66Q: 3 clusters Score -7397474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7397468.000000 Penalty: 5248.447266
	Iteration 67Q: 3 clusters Score -7397468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7397475.500000 Penalty: 5248.447266
	Iteration 68Q: 3 clusters Score -7397476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7397469.000000 Penalty: 5248.447266
	Iteration 69Q: 3 clusters Score -7397469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7397467.000000 Penalty: 5248.447266
	Iteration 70Q: 3 clusters Score -7397467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7397467.000000 Penalty: 5248.447266
	Iteration 71F: 3 clusters Score -7397467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Entering Unmasked Estep 
Score: -231645.203125 Penalty: 1793.179688
	Iteration 0F: 2 clusters Score -231645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -229565.109375 Penalty: 3586.359375
	Iteration 0F: 3 clusters Score -229565.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230673.703125 Penalty: 3586.359375
	Iteration 1F: 3 clusters Score -230673.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -231480.468750 Penalty: 3586.359375
	Iteration 2F: 3 clusters Score -231480.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -232099.531250 Penalty: 3586.359375
	Iteration 3F: 3 clusters Score -232099.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232840.781250 Penalty: 3586.359375
	Iteration 4F: 3 clusters Score -232840.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -233229.703125 Penalty: 3586.359375
	Iteration 5F: 3 clusters Score -233229.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -233309.062500 Penalty: 3586.359375
	Iteration 6Q: 3 clusters Score -233309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -233323.171875 Penalty: 3586.359375
	Iteration 7Q: 3 clusters Score -233323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -233329.953125 Penalty: 3586.359375
	Iteration 8Q: 3 clusters Score -233330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -233337.843750 Penalty: 3586.359375
	Iteration 9Q: 3 clusters Score -233337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -233365.593750 Penalty: 3586.359375
	Iteration 10Q: 3 clusters Score -233365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -233405.984375 Penalty: 3586.359375
	Iteration 11Q: 3 clusters Score -233406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -233439.546875 Penalty: 3586.359375
	Iteration 12Q: 3 clusters Score -233439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -233451.640625 Penalty: 3586.359375
	Iteration 13Q: 3 clusters Score -233451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -233453.781250 Penalty: 3586.359375
	Iteration 14Q: 3 clusters Score -233453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -233454.265625 Penalty: 3586.359375
	Iteration 15Q: 3 clusters Score -233454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -233454.265625 Penalty: 3586.359375
	Iteration 16F: 3 clusters Score -233454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 29013 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Entering Unmasked Estep 
Score: -87163984.000000 Penalty: 103657.375000
Splitting cluster 14 changes total score from -87161336.000000 to -87163984.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (34422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Entering Unmasked Estep 
Score: -6433711.000000 Penalty: 2590.719971
	Iteration 0F: 2 clusters Score -6433711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -6413454.500000 Penalty: 5181.439941
	Iteration 0F: 3 clusters Score -6413454 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -6422000.500000 Penalty: 5181.439941
	Iteration 1F: 3 clusters Score -6422000 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6422468.500000 Penalty: 5181.439941
	Iteration 2Q: 3 clusters Score -6422468 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -6422889.000000 Penalty: 5181.439941
	Iteration 3Q: 3 clusters Score -6422889 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -6423270.000000 Penalty: 5181.439941
	Iteration 4Q: 3 clusters Score -6423270 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -6423684.000000 Penalty: 5181.439941
	Iteration 5Q: 3 clusters Score -6423684 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6424232.000000 Penalty: 5181.439941
	Iteration 6Q: 3 clusters Score -6424232 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6424851.000000 Penalty: 5181.439941
	Iteration 7Q: 3 clusters Score -6424851 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -6425623.500000 Penalty: 5181.439941
	Iteration 8Q: 3 clusters Score -6425624 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6426446.000000 Penalty: 5181.439941
	Iteration 9F: 3 clusters Score -6426446 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6427296.500000 Penalty: 5181.439941
	Iteration 10F: 3 clusters Score -6427296 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -6428280.500000 Penalty: 5181.439941
	Iteration 11F: 3 clusters Score -6428280 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -6429040.000000 Penalty: 5181.439941
	Iteration 12Q: 3 clusters Score -6429040 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -6429451.500000 Penalty: 5181.439941
	Iteration 13Q: 3 clusters Score -6429452 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -6429563.000000 Penalty: 5181.439941
	Iteration 14Q: 3 clusters Score -6429563 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6429634.500000 Penalty: 5181.439941
	Iteration 15Q: 3 clusters Score -6429634 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6429737.000000 Penalty: 5181.439941
	Iteration 16Q: 3 clusters Score -6429737 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6429801.000000 Penalty: 5181.439941
	Iteration 17Q: 3 clusters Score -6429801 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6429894.000000 Penalty: 5181.439941
	Iteration 18Q: 3 clusters Score -6429894 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6429976.000000 Penalty: 5181.439941
	Iteration 19Q: 3 clusters Score -6429976 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6430154.500000 Penalty: 5181.439941
	Iteration 20F: 3 clusters Score -6430154 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6430312.000000 Penalty: 5181.439941
	Iteration 21Q: 3 clusters Score -6430312 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6430486.500000 Penalty: 5181.439941
	Iteration 22Q: 3 clusters Score -6430486 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6430626.500000 Penalty: 5181.439941
	Iteration 23Q: 3 clusters Score -6430626 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6430742.000000 Penalty: 5181.439941
	Iteration 24Q: 3 clusters Score -6430742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6430893.000000 Penalty: 5181.439941
	Iteration 25Q: 3 clusters Score -6430893 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6430967.000000 Penalty: 5181.439941
	Iteration 26Q: 3 clusters Score -6430967 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -6431061.000000 Penalty: 5181.439941
	Iteration 27Q: 3 clusters Score -6431061 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6431121.000000 Penalty: 5181.439941
	Iteration 28Q: 3 clusters Score -6431121 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6431219.500000 Penalty: 5181.439941
	Iteration 29Q: 3 clusters Score -6431220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6431301.500000 Penalty: 5181.439941
	Iteration 30Q: 3 clusters Score -6431302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6431327.500000 Penalty: 5181.439941
	Iteration 31Q: 3 clusters Score -6431328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6431359.000000 Penalty: 5181.439941
	Iteration 32Q: 3 clusters Score -6431359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6431377.500000 Penalty: 5181.439941
	Iteration 33Q: 3 clusters Score -6431378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6431430.500000 Penalty: 5181.439941
	Iteration 34Q: 3 clusters Score -6431430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6431473.000000 Penalty: 5181.439941
	Iteration 35Q: 3 clusters Score -6431473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6431497.000000 Penalty: 5181.439941
	Iteration 36Q: 3 clusters Score -6431497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6431511.000000 Penalty: 5181.439941
	Iteration 37Q: 3 clusters Score -6431511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6431534.500000 Penalty: 5181.439941
	Iteration 38Q: 3 clusters Score -6431534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6431548.000000 Penalty: 5181.439941
	Iteration 39Q: 3 clusters Score -6431548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6431561.500000 Penalty: 5181.439941
	Iteration 40F: 3 clusters Score -6431562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6431574.000000 Penalty: 5181.439941
	Iteration 41Q: 3 clusters Score -6431574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6431576.000000 Penalty: 5181.439941
	Iteration 42Q: 3 clusters Score -6431576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6431589.500000 Penalty: 5181.439941
	Iteration 43Q: 3 clusters Score -6431590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6431602.500000 Penalty: 5181.439941
	Iteration 44Q: 3 clusters Score -6431602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6431604.500000 Penalty: 5181.439941
	Iteration 45Q: 3 clusters Score -6431604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6431613.500000 Penalty: 5181.439941
	Iteration 46Q: 3 clusters Score -6431614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6431615.000000 Penalty: 5181.439941
	Iteration 47Q: 3 clusters Score -6431615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6431622.500000 Penalty: 5181.439941
	Iteration 48Q: 3 clusters Score -6431622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6431622.500000 Penalty: 5181.439941
	Iteration 49F: 3 clusters Score -6431622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Entering Unmasked Estep 
Score: -5388100.000000 Penalty: 2548.323730
	Iteration 0F: 2 clusters Score -5388100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5373963.000000 Penalty: 5096.647461
	Iteration 0F: 3 clusters Score -5373963 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5381059.000000 Penalty: 5096.647461
	Iteration 1F: 3 clusters Score -5381059 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5381784.000000 Penalty: 5096.647461
	Iteration 2F: 3 clusters Score -5381784 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5382591.500000 Penalty: 5096.647461
	Iteration 3F: 3 clusters Score -5382592 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5383420.500000 Penalty: 5096.647461
	Iteration 4F: 3 clusters Score -5383420 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5384267.000000 Penalty: 5096.647461
	Iteration 5Q: 3 clusters Score -5384267 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -5385071.500000 Penalty: 5096.647461
	Iteration 6F: 3 clusters Score -5385072 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -5385743.500000 Penalty: 5096.647461
	Iteration 7Q: 3 clusters Score -5385744 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5386345.000000 Penalty: 5096.647461
	Iteration 8Q: 3 clusters Score -5386345 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -5386845.500000 Penalty: 5096.647461
	Iteration 9Q: 3 clusters Score -5386846 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5387309.500000 Penalty: 5096.647461
	Iteration 10Q: 3 clusters Score -5387310 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5387713.000000 Penalty: 5096.647461
	Iteration 11Q: 3 clusters Score -5387713 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5388014.000000 Penalty: 5096.647461
	Iteration 12Q: 3 clusters Score -5388014 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5388165.500000 Penalty: 5096.647461
	Iteration 13Q: 3 clusters Score -5388166 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5388292.000000 Penalty: 5096.647461
	Iteration 14Q: 3 clusters Score -5388292 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -5388361.500000 Penalty: 5096.647461
	Iteration 15Q: 3 clusters Score -5388362 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5388432.000000 Penalty: 5096.647461
	Iteration 16Q: 3 clusters Score -5388432 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -5388471.000000 Penalty: 5096.647461
	Iteration 17Q: 3 clusters Score -5388471 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -5388529.000000 Penalty: 5096.647461
	Iteration 18Q: 3 clusters Score -5388529 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5388575.000000 Penalty: 5096.647461
	Iteration 19Q: 3 clusters Score -5388575 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5388647.500000 Penalty: 5096.647461
	Iteration 20F: 3 clusters Score -5388648 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5388657.000000 Penalty: 5096.647461
	Iteration 21Q: 3 clusters Score -5388657 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5388729.000000 Penalty: 5096.647461
	Iteration 22Q: 3 clusters Score -5388729 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5388798.500000 Penalty: 5096.647461
	Iteration 23Q: 3 clusters Score -5388798 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5388860.000000 Penalty: 5096.647461
	Iteration 24Q: 3 clusters Score -5388860 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5388905.000000 Penalty: 5096.647461
	Iteration 25Q: 3 clusters Score -5388905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -5388947.000000 Penalty: 5096.647461
	Iteration 26Q: 3 clusters Score -5388947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -5389004.000000 Penalty: 5096.647461
	Iteration 27Q: 3 clusters Score -5389004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5389018.500000 Penalty: 5096.647461
	Iteration 28Q: 3 clusters Score -5389018 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5389061.500000 Penalty: 5096.647461
	Iteration 29Q: 3 clusters Score -5389062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5389112.500000 Penalty: 5096.647461
	Iteration 30Q: 3 clusters Score -5389112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5389145.000000 Penalty: 5096.647461
	Iteration 31Q: 3 clusters Score -5389145 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5389191.000000 Penalty: 5096.647461
	Iteration 32Q: 3 clusters Score -5389191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -5389240.500000 Penalty: 5096.647461
	Iteration 33Q: 3 clusters Score -5389240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -5389266.500000 Penalty: 5096.647461
	Iteration 34Q: 3 clusters Score -5389266 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5389308.500000 Penalty: 5096.647461
	Iteration 35Q: 3 clusters Score -5389308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5389326.500000 Penalty: 5096.647461
	Iteration 36Q: 3 clusters Score -5389326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -5389345.000000 Penalty: 5096.647461
	Iteration 37Q: 3 clusters Score -5389345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -5389355.500000 Penalty: 5096.647461
	Iteration 38Q: 3 clusters Score -5389356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5389369.500000 Penalty: 5096.647461
	Iteration 39Q: 3 clusters Score -5389370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5389386.000000 Penalty: 5096.647461
	Iteration 40F: 3 clusters Score -5389386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -5389385.000000 Penalty: 5096.647461
	Iteration 41Q: 3 clusters Score -5389385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5389390.500000 Penalty: 5096.647461
	Iteration 42Q: 3 clusters Score -5389390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5389396.500000 Penalty: 5096.647461
	Iteration 43Q: 3 clusters Score -5389396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5389403.500000 Penalty: 5096.647461
	Iteration 44Q: 3 clusters Score -5389404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5389418.000000 Penalty: 5096.647461
	Iteration 45Q: 3 clusters Score -5389418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5389419.500000 Penalty: 5096.647461
	Iteration 46Q: 3 clusters Score -5389420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5389424.000000 Penalty: 5096.647461
	Iteration 47Q: 3 clusters Score -5389424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5389438.500000 Penalty: 5096.647461
	Iteration 48Q: 3 clusters Score -5389438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -5389461.500000 Penalty: 5096.647461
	Iteration 49Q: 3 clusters Score -5389462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5389461.500000 Penalty: 5096.647461
	Iteration 50Q: 3 clusters Score -5389462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5389475.000000 Penalty: 5096.647461
	Iteration 51Q: 3 clusters Score -5389475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5389495.500000 Penalty: 5096.647461
	Iteration 52Q: 3 clusters Score -5389496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -5389511.500000 Penalty: 5096.647461
	Iteration 53Q: 3 clusters Score -5389512 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5389552.500000 Penalty: 5096.647461
	Iteration 54Q: 3 clusters Score -5389552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5389569.500000 Penalty: 5096.647461
	Iteration 55Q: 3 clusters Score -5389570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5389587.000000 Penalty: 5096.647461
	Iteration 56Q: 3 clusters Score -5389587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -5389593.500000 Penalty: 5096.647461
	Iteration 57Q: 3 clusters Score -5389594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5389623.500000 Penalty: 5096.647461
	Iteration 58Q: 3 clusters Score -5389624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5389659.500000 Penalty: 5096.647461
	Iteration 59Q: 3 clusters Score -5389660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -5389691.000000 Penalty: 5096.647461
	Iteration 60F: 3 clusters Score -5389691 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5389715.500000 Penalty: 5096.647461
	Iteration 61Q: 3 clusters Score -5389716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -5389721.000000 Penalty: 5096.647461
	Iteration 62Q: 3 clusters Score -5389721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5389759.000000 Penalty: 5096.647461
	Iteration 63Q: 3 clusters Score -5389759 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5389776.500000 Penalty: 5096.647461
	Iteration 64Q: 3 clusters Score -5389776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5389820.000000 Penalty: 5096.647461
	Iteration 65Q: 3 clusters Score -5389820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5389843.000000 Penalty: 5096.647461
	Iteration 66Q: 3 clusters Score -5389843 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -5389866.500000 Penalty: 5096.647461
	Iteration 67Q: 3 clusters Score -5389866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -5389884.000000 Penalty: 5096.647461
	Iteration 68Q: 3 clusters Score -5389884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5389899.500000 Penalty: 5096.647461
	Iteration 69Q: 3 clusters Score -5389900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5389918.500000 Penalty: 5096.647461
	Iteration 70Q: 3 clusters Score -5389918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5389960.000000 Penalty: 5096.647461
	Iteration 71Q: 3 clusters Score -5389960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -5389990.500000 Penalty: 5096.647461
	Iteration 72Q: 3 clusters Score -5389990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -5390031.000000 Penalty: 5096.647461
	Iteration 73Q: 3 clusters Score -5390031 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5390048.500000 Penalty: 5096.647461
	Iteration 74Q: 3 clusters Score -5390048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5390053.500000 Penalty: 5096.647461
	Iteration 75Q: 3 clusters Score -5390054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -5390094.500000 Penalty: 5096.647461
	Iteration 76Q: 3 clusters Score -5390094 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5390125.000000 Penalty: 5096.647461
	Iteration 77Q: 3 clusters Score -5390125 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5390166.000000 Penalty: 5096.647461
	Iteration 78Q: 3 clusters Score -5390166 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5390198.000000 Penalty: 5096.647461
	Iteration 79Q: 3 clusters Score -5390198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -5390221.500000 Penalty: 5096.647461
	Iteration 80F: 3 clusters Score -5390222 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -5390256.500000 Penalty: 5096.647461
	Iteration 81Q: 3 clusters Score -5390256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5390288.500000 Penalty: 5096.647461
	Iteration 82Q: 3 clusters Score -5390288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5390308.000000 Penalty: 5096.647461
	Iteration 83Q: 3 clusters Score -5390308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5390337.000000 Penalty: 5096.647461
	Iteration 84Q: 3 clusters Score -5390337 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5390388.500000 Penalty: 5096.647461
	Iteration 85Q: 3 clusters Score -5390388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5390433.500000 Penalty: 5096.647461
	Iteration 86Q: 3 clusters Score -5390434 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5390470.500000 Penalty: 5096.647461
	Iteration 87Q: 3 clusters Score -5390470 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5390506.500000 Penalty: 5096.647461
	Iteration 88Q: 3 clusters Score -5390506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -5390529.000000 Penalty: 5096.647461
	Iteration 89Q: 3 clusters Score -5390529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5390543.500000 Penalty: 5096.647461
	Iteration 90Q: 3 clusters Score -5390544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5390544.500000 Penalty: 5096.647461
	Iteration 91Q: 3 clusters Score -5390544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -5390551.500000 Penalty: 5096.647461
	Iteration 92Q: 3 clusters Score -5390552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5390578.000000 Penalty: 5096.647461
	Iteration 93Q: 3 clusters Score -5390578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5390584.000000 Penalty: 5096.647461
	Iteration 94Q: 3 clusters Score -5390584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5390618.000000 Penalty: 5096.647461
	Iteration 95Q: 3 clusters Score -5390618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5390624.500000 Penalty: 5096.647461
	Iteration 96Q: 3 clusters Score -5390624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5390621.500000 Penalty: 5096.647461
	Iteration 97Q: 3 clusters Score -5390622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5390622.000000 Penalty: 5096.647461
	Iteration 98Q: 3 clusters Score -5390622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5390636.500000 Penalty: 5096.647461
	Iteration 99Q: 3 clusters Score -5390636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5390633.500000 Penalty: 5096.647461
	Iteration 100F: 3 clusters Score -5390634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5390643.000000 Penalty: 5096.647461
	Iteration 101Q: 3 clusters Score -5390643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5390647.500000 Penalty: 5096.647461
	Iteration 102Q: 3 clusters Score -5390648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5390644.500000 Penalty: 5096.647461
	Iteration 103Q: 3 clusters Score -5390644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5390653.500000 Penalty: 5096.647461
	Iteration 104Q: 3 clusters Score -5390654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5390653.500000 Penalty: 5096.647461
	Iteration 105Q: 3 clusters Score -5390654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5390658.000000 Penalty: 5096.647461
	Iteration 106Q: 3 clusters Score -5390658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5390670.000000 Penalty: 5096.647461
	Iteration 107Q: 3 clusters Score -5390670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -5390672.500000 Penalty: 5096.647461
	Iteration 108Q: 3 clusters Score -5390672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5390673.000000 Penalty: 5096.647461
	Iteration 109Q: 3 clusters Score -5390673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5390676.000000 Penalty: 5096.647461
	Iteration 110Q: 3 clusters Score -5390676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5390687.000000 Penalty: 5096.647461
	Iteration 111Q: 3 clusters Score -5390687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5390703.000000 Penalty: 5096.647461
	Iteration 112Q: 3 clusters Score -5390703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -5390695.000000 Penalty: 5096.647461
	Iteration 113Q: 3 clusters Score -5390695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5390716.000000 Penalty: 5096.647461
	Iteration 114Q: 3 clusters Score -5390716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5390707.500000 Penalty: 5096.647461
	Iteration 115Q: 3 clusters Score -5390708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -5390710.500000 Penalty: 5096.647461
	Iteration 116Q: 3 clusters Score -5390710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5390707.500000 Penalty: 5096.647461
	Iteration 117Q: 3 clusters Score -5390708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5390708.000000 Penalty: 5096.647461
	Iteration 118Q: 3 clusters Score -5390708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -5390709.000000 Penalty: 5096.647461
	Iteration 119Q: 3 clusters Score -5390709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5390709.500000 Penalty: 5096.647461
	Iteration 120F: 3 clusters Score -5390710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5390703.500000 Penalty: 5096.647461
	Iteration 121Q: 3 clusters Score -5390704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -5390709.500000 Penalty: 5096.647461
	Iteration 122Q: 3 clusters Score -5390710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5390712.000000 Penalty: 5096.647461
	Iteration 123Q: 3 clusters Score -5390712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5390699.000000 Penalty: 5096.647461
	Iteration 124Q: 3 clusters Score -5390699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5390710.500000 Penalty: 5096.647461
	Iteration 125Q: 3 clusters Score -5390710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -5390714.000000 Penalty: 5096.647461
	Iteration 126Q: 3 clusters Score -5390714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5390709.000000 Penalty: 5096.647461
	Iteration 127Q: 3 clusters Score -5390709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5390704.000000 Penalty: 5096.647461
	Iteration 128Q: 3 clusters Score -5390704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -5390712.000000 Penalty: 5096.647461
	Iteration 129Q: 3 clusters Score -5390712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5390709.500000 Penalty: 5096.647461
	Iteration 130Q: 3 clusters Score -5390710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5390716.500000 Penalty: 5096.647461
	Iteration 131Q: 3 clusters Score -5390716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5390718.500000 Penalty: 5096.647461
	Iteration 132Q: 3 clusters Score -5390718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5390720.000000 Penalty: 5096.647461
	Iteration 133Q: 3 clusters Score -5390720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5390713.500000 Penalty: 5096.647461
	Iteration 134Q: 3 clusters Score -5390714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5390709.000000 Penalty: 5096.647461
	Iteration 135Q: 3 clusters Score -5390709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5390712.000000 Penalty: 5096.647461
	Iteration 136Q: 3 clusters Score -5390712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5390714.000000 Penalty: 5096.647461
	Iteration 137Q: 3 clusters Score -5390714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5390712.500000 Penalty: 5096.647461
	Iteration 138Q: 3 clusters Score -5390712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5390707.000000 Penalty: 5096.647461
	Iteration 139Q: 3 clusters Score -5390707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5390704.000000 Penalty: 5096.647461
	Iteration 140F: 3 clusters Score -5390704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5390709.000000 Penalty: 5096.647461
	Iteration 141Q: 3 clusters Score -5390709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -5390711.000000 Penalty: 5096.647461
	Iteration 142Q: 3 clusters Score -5390711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5390717.000000 Penalty: 5096.647461
	Iteration 143Q: 3 clusters Score -5390717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5390721.500000 Penalty: 5096.647461
	Iteration 144Q: 3 clusters Score -5390722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5390727.500000 Penalty: 5096.647461
	Iteration 145Q: 3 clusters Score -5390728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5390730.000000 Penalty: 5096.647461
	Iteration 146Q: 3 clusters Score -5390730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -5390725.500000 Penalty: 5096.647461
	Iteration 147Q: 3 clusters Score -5390726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5390733.500000 Penalty: 5096.647461
	Iteration 148Q: 3 clusters Score -5390734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5390741.500000 Penalty: 5096.647461
	Iteration 149Q: 3 clusters Score -5390742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5390735.500000 Penalty: 5096.647461
	Iteration 150Q: 3 clusters Score -5390736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -5390745.000000 Penalty: 5096.647461
	Iteration 151Q: 3 clusters Score -5390745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5390746.000000 Penalty: 5096.647461
	Iteration 152Q: 3 clusters Score -5390746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -5390740.000000 Penalty: 5096.647461
	Iteration 153Q: 3 clusters Score -5390740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -5390739.500000 Penalty: 5096.647461
	Iteration 154Q: 3 clusters Score -5390740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -5390752.000000 Penalty: 5096.647461
	Iteration 155Q: 3 clusters Score -5390752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5390747.000000 Penalty: 5096.647461
	Iteration 156Q: 3 clusters Score -5390747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5390746.000000 Penalty: 5096.647461
	Iteration 157Q: 3 clusters Score -5390746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5390743.000000 Penalty: 5096.647461
	Iteration 158Q: 3 clusters Score -5390743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5390747.000000 Penalty: 5096.647461
	Iteration 159Q: 3 clusters Score -5390747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5390759.000000 Penalty: 5096.647461
	Iteration 160F: 3 clusters Score -5390759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5390757.000000 Penalty: 5096.647461
	Iteration 161Q: 3 clusters Score -5390757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -5390766.000000 Penalty: 5096.647461
	Iteration 162Q: 3 clusters Score -5390766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5390768.000000 Penalty: 5096.647461
	Iteration 163Q: 3 clusters Score -5390768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5390770.000000 Penalty: 5096.647461
	Iteration 164Q: 3 clusters Score -5390770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5390772.000000 Penalty: 5096.647461
	Iteration 165Q: 3 clusters Score -5390772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5390786.000000 Penalty: 5096.647461
	Iteration 166Q: 3 clusters Score -5390786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5390789.000000 Penalty: 5096.647461
	Iteration 167Q: 3 clusters Score -5390789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -5390782.000000 Penalty: 5096.647461
	Iteration 168Q: 3 clusters Score -5390782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -5390770.500000 Penalty: 5096.647461
	Iteration 169Q: 3 clusters Score -5390770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5390775.500000 Penalty: 5096.647461
	Iteration 170Q: 3 clusters Score -5390776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5390788.000000 Penalty: 5096.647461
	Iteration 171Q: 3 clusters Score -5390788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5390792.000000 Penalty: 5096.647461
	Iteration 172Q: 3 clusters Score -5390792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -5390788.500000 Penalty: 5096.647461
	Iteration 173Q: 3 clusters Score -5390788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -5390794.000000 Penalty: 5096.647461
	Iteration 174Q: 3 clusters Score -5390794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5390796.000000 Penalty: 5096.647461
	Iteration 175Q: 3 clusters Score -5390796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5390789.000000 Penalty: 5096.647461
	Iteration 176Q: 3 clusters Score -5390789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5390815.000000 Penalty: 5096.647461
	Iteration 177Q: 3 clusters Score -5390815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5390806.500000 Penalty: 5096.647461
	Iteration 178Q: 3 clusters Score -5390806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -5390811.500000 Penalty: 5096.647461
	Iteration 179Q: 3 clusters Score -5390812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5390822.500000 Penalty: 5096.647461
	Iteration 180F: 3 clusters Score -5390822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5390823.500000 Penalty: 5096.647461
	Iteration 181Q: 3 clusters Score -5390824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5390833.000000 Penalty: 5096.647461
	Iteration 182Q: 3 clusters Score -5390833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5390832.500000 Penalty: 5096.647461
	Iteration 183Q: 3 clusters Score -5390832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5390859.000000 Penalty: 5096.647461
	Iteration 184Q: 3 clusters Score -5390859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5390862.000000 Penalty: 5096.647461
	Iteration 185Q: 3 clusters Score -5390862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5390864.500000 Penalty: 5096.647461
	Iteration 186Q: 3 clusters Score -5390864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5390848.500000 Penalty: 5096.647461
	Iteration 187Q: 3 clusters Score -5390848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5390856.500000 Penalty: 5096.647461
	Iteration 188Q: 3 clusters Score -5390856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5390875.500000 Penalty: 5096.647461
	Iteration 189Q: 3 clusters Score -5390876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5390873.000000 Penalty: 5096.647461
	Iteration 190Q: 3 clusters Score -5390873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -5390875.500000 Penalty: 5096.647461
	Iteration 191Q: 3 clusters Score -5390876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -5390876.500000 Penalty: 5096.647461
	Iteration 192Q: 3 clusters Score -5390876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5390892.500000 Penalty: 5096.647461
	Iteration 193Q: 3 clusters Score -5390892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5390886.000000 Penalty: 5096.647461
	Iteration 194Q: 3 clusters Score -5390886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5390903.500000 Penalty: 5096.647461
	Iteration 195Q: 3 clusters Score -5390904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5390905.500000 Penalty: 5096.647461
	Iteration 196Q: 3 clusters Score -5390906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5390916.500000 Penalty: 5096.647461
	Iteration 197Q: 3 clusters Score -5390916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5390918.000000 Penalty: 5096.647461
	Iteration 198Q: 3 clusters Score -5390918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -5390915.500000 Penalty: 5096.647461
	Iteration 199Q: 3 clusters Score -5390916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -5390919.000000 Penalty: 5096.647461
	Iteration 200F: 3 clusters Score -5390919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5390935.000000 Penalty: 5096.647461
	Iteration 201Q: 3 clusters Score -5390935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -5390947.500000 Penalty: 5096.647461
	Iteration 202Q: 3 clusters Score -5390948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5390944.500000 Penalty: 5096.647461
	Iteration 203Q: 3 clusters Score -5390944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5390944.000000 Penalty: 5096.647461
	Iteration 204Q: 3 clusters Score -5390944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5390941.000000 Penalty: 5096.647461
	Iteration 205Q: 3 clusters Score -5390941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -5390928.000000 Penalty: 5096.647461
	Iteration 206Q: 3 clusters Score -5390928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5390937.500000 Penalty: 5096.647461
	Iteration 207Q: 3 clusters Score -5390938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5390933.500000 Penalty: 5096.647461
	Iteration 208Q: 3 clusters Score -5390934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -5390922.000000 Penalty: 5096.647461
	Iteration 209Q: 3 clusters Score -5390922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5390921.000000 Penalty: 5096.647461
	Iteration 210Q: 3 clusters Score -5390921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5390912.000000 Penalty: 5096.647461
	Iteration 211Q: 3 clusters Score -5390912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5390910.000000 Penalty: 5096.647461
	Iteration 212Q: 3 clusters Score -5390910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5390912.000000 Penalty: 5096.647461
	Iteration 213Q: 3 clusters Score -5390912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5390910.500000 Penalty: 5096.647461
	Iteration 214Q: 3 clusters Score -5390910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -5390900.500000 Penalty: 5096.647461
	Iteration 215Q: 3 clusters Score -5390900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -5390876.500000 Penalty: 5096.647461
	Iteration 216Q: 3 clusters Score -5390876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5390882.000000 Penalty: 5096.647461
	Iteration 217Q: 3 clusters Score -5390882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -5390889.000000 Penalty: 5096.647461
	Iteration 218Q: 3 clusters Score -5390889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5390872.000000 Penalty: 5096.647461
	Iteration 219Q: 3 clusters Score -5390872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5390864.500000 Penalty: 5096.647461
	Iteration 220F: 3 clusters Score -5390864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5390863.000000 Penalty: 5096.647461
	Iteration 221Q: 3 clusters Score -5390863 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5390867.000000 Penalty: 5096.647461
	Iteration 222Q: 3 clusters Score -5390867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -5390875.000000 Penalty: 5096.647461
	Iteration 223Q: 3 clusters Score -5390875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -5390868.500000 Penalty: 5096.647461
	Iteration 224Q: 3 clusters Score -5390868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -5390857.000000 Penalty: 5096.647461
	Iteration 225Q: 3 clusters Score -5390857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -5390843.000000 Penalty: 5096.647461
	Iteration 226Q: 3 clusters Score -5390843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -5390834.000000 Penalty: 5096.647461
	Iteration 227Q: 3 clusters Score -5390834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5390826.000000 Penalty: 5096.647461
	Iteration 228Q: 3 clusters Score -5390826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -5390825.000000 Penalty: 5096.647461
	Iteration 229Q: 3 clusters Score -5390825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5390831.000000 Penalty: 5096.647461
	Iteration 230Q: 3 clusters Score -5390831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5390812.500000 Penalty: 5096.647461
	Iteration 231Q: 3 clusters Score -5390812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5390810.000000 Penalty: 5096.647461
	Iteration 232Q: 3 clusters Score -5390810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -5390809.000000 Penalty: 5096.647461
	Iteration 233Q: 3 clusters Score -5390809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -5390820.000000 Penalty: 5096.647461
	Iteration 234Q: 3 clusters Score -5390820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5390817.000000 Penalty: 5096.647461
	Iteration 235Q: 3 clusters Score -5390817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -5390808.500000 Penalty: 5096.647461
	Iteration 236Q: 3 clusters Score -5390808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -5390796.500000 Penalty: 5096.647461
	Iteration 237Q: 3 clusters Score -5390796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -5390793.500000 Penalty: 5096.647461
	Iteration 238Q: 3 clusters Score -5390794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -5390794.000000 Penalty: 5096.647461
	Iteration 239Q: 3 clusters Score -5390794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5390800.500000 Penalty: 5096.647461
	Iteration 240F: 3 clusters Score -5390800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5390807.500000 Penalty: 5096.647461
	Iteration 241Q: 3 clusters Score -5390808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5390806.500000 Penalty: 5096.647461
	Iteration 242Q: 3 clusters Score -5390806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5390808.000000 Penalty: 5096.647461
	Iteration 243Q: 3 clusters Score -5390808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5390807.000000 Penalty: 5096.647461
	Iteration 244Q: 3 clusters Score -5390807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5390807.000000 Penalty: 5096.647461
	Iteration 245F: 3 clusters Score -5390807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 25515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Mstep: Class 33 contains 9774 members 
Entering Unmasked Estep 
Score: -87165872.000000 Penalty: 106896.671875
Splitting cluster 16 changes total score from -87161336.000000 to -87165872.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (22372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Entering Unmasked Estep 
Score: -4397373.000000 Penalty: 2483.860352
	Iteration 0F: 2 clusters Score -4397373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4386304.000000 Penalty: 4967.720703
	Iteration 0F: 3 clusters Score -4386304 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4391591.500000 Penalty: 4967.720703
	Iteration 1F: 3 clusters Score -4391592 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4392001.500000 Penalty: 4967.720703
	Iteration 2F: 3 clusters Score -4392002 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -4392413.000000 Penalty: 4967.720703
	Iteration 3Q: 3 clusters Score -4392413 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4392860.000000 Penalty: 4967.720703
	Iteration 4Q: 3 clusters Score -4392860 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4393348.500000 Penalty: 4967.720703
	Iteration 5F: 3 clusters Score -4393348 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4393818.500000 Penalty: 4967.720703
	Iteration 6F: 3 clusters Score -4393818 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4394329.000000 Penalty: 4967.720703
	Iteration 7F: 3 clusters Score -4394329 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4394853.500000 Penalty: 4967.720703
	Iteration 8F: 3 clusters Score -4394854 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4395440.500000 Penalty: 4967.720703
	Iteration 9F: 3 clusters Score -4395440 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4396108.000000 Penalty: 4967.720703
	Iteration 10F: 3 clusters Score -4396108 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4396543.500000 Penalty: 4967.720703
	Iteration 11Q: 3 clusters Score -4396544 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4396642.000000 Penalty: 4967.720703
	Iteration 12Q: 3 clusters Score -4396642 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4396742.500000 Penalty: 4967.720703
	Iteration 13Q: 3 clusters Score -4396742 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4396832.000000 Penalty: 4967.720703
	Iteration 14Q: 3 clusters Score -4396832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4396907.500000 Penalty: 4967.720703
	Iteration 15Q: 3 clusters Score -4396908 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4397001.500000 Penalty: 4967.720703
	Iteration 16Q: 3 clusters Score -4397002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4397060.500000 Penalty: 4967.720703
	Iteration 17Q: 3 clusters Score -4397060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4397089.000000 Penalty: 4967.720703
	Iteration 18Q: 3 clusters Score -4397089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4397117.500000 Penalty: 4967.720703
	Iteration 19Q: 3 clusters Score -4397118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4397113.000000 Penalty: 4967.720703
	Iteration 20F: 3 clusters Score -4397113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4397120.500000 Penalty: 4967.720703
	Iteration 21Q: 3 clusters Score -4397120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4397126.500000 Penalty: 4967.720703
	Iteration 22Q: 3 clusters Score -4397126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4397118.500000 Penalty: 4967.720703
	Iteration 23Q: 3 clusters Score -4397118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4397117.000000 Penalty: 4967.720703
	Iteration 24Q: 3 clusters Score -4397117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4397130.500000 Penalty: 4967.720703
	Iteration 25Q: 3 clusters Score -4397130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4397132.500000 Penalty: 4967.720703
	Iteration 26Q: 3 clusters Score -4397132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4397135.500000 Penalty: 4967.720703
	Iteration 27Q: 3 clusters Score -4397136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4397139.000000 Penalty: 4967.720703
	Iteration 28Q: 3 clusters Score -4397139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4397137.000000 Penalty: 4967.720703
	Iteration 29Q: 3 clusters Score -4397137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4397143.000000 Penalty: 4967.720703
	Iteration 30Q: 3 clusters Score -4397143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4397152.000000 Penalty: 4967.720703
	Iteration 31Q: 3 clusters Score -4397152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4397152.500000 Penalty: 4967.720703
	Iteration 32Q: 3 clusters Score -4397152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4397149.500000 Penalty: 4967.720703
	Iteration 33Q: 3 clusters Score -4397150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4397153.000000 Penalty: 4967.720703
	Iteration 34Q: 3 clusters Score -4397153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4397153.000000 Penalty: 4967.720703
	Iteration 35Q: 3 clusters Score -4397153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4397158.500000 Penalty: 4967.720703
	Iteration 36Q: 3 clusters Score -4397158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4397163.000000 Penalty: 4967.720703
	Iteration 37Q: 3 clusters Score -4397163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4397162.500000 Penalty: 4967.720703
	Iteration 38Q: 3 clusters Score -4397162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4397160.500000 Penalty: 4967.720703
	Iteration 39Q: 3 clusters Score -4397160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4397163.000000 Penalty: 4967.720703
	Iteration 40F: 3 clusters Score -4397163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4397165.000000 Penalty: 4967.720703
	Iteration 41Q: 3 clusters Score -4397165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4397173.500000 Penalty: 4967.720703
	Iteration 42Q: 3 clusters Score -4397174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4397173.500000 Penalty: 4967.720703
	Iteration 43F: 3 clusters Score -4397174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -177303.843750 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -177303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -175326.781250 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -175326.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -175649.468750 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -175649.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175807.953125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -175808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175956.812500 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -175956.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -176080.156250 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -176080.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176115.281250 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -176115.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176136.687500 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -176136.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -176151.046875 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -176151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -176162.750000 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -176162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176165.109375 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -176165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176166.890625 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -176166.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -176166.890625 Penalty: 3438.494141
	Iteration 11F: 3 clusters Score -176166.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Entering Unmasked Estep 
Score: -5280134.000000 Penalty: 2543.184814
	Iteration 0F: 2 clusters Score -5280134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -5266316.000000 Penalty: 5086.369629
	Iteration 0F: 3 clusters Score -5266316 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5273099.000000 Penalty: 5086.369629
	Iteration 1F: 3 clusters Score -5273099 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5273535.000000 Penalty: 5086.369629
	Iteration 2Q: 3 clusters Score -5273535 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5273920.500000 Penalty: 5086.369629
	Iteration 3Q: 3 clusters Score -5273920 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5274264.500000 Penalty: 5086.369629
	Iteration 4Q: 3 clusters Score -5274264 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5274691.500000 Penalty: 5086.369629
	Iteration 5Q: 3 clusters Score -5274692 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5275153.500000 Penalty: 5086.369629
	Iteration 6Q: 3 clusters Score -5275154 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5275661.000000 Penalty: 5086.369629
	Iteration 7Q: 3 clusters Score -5275661 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5276252.000000 Penalty: 5086.369629
	Iteration 8Q: 3 clusters Score -5276252 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5276924.500000 Penalty: 5086.369629
	Iteration 9Q: 3 clusters Score -5276924 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -5277675.500000 Penalty: 5086.369629
	Iteration 10Q: 3 clusters Score -5277676 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -5278327.000000 Penalty: 5086.369629
	Iteration 11Q: 3 clusters Score -5278327 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5278839.000000 Penalty: 5086.369629
	Iteration 12Q: 3 clusters Score -5278839 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5279159.500000 Penalty: 5086.369629
	Iteration 13Q: 3 clusters Score -5279160 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -5279317.500000 Penalty: 5086.369629
	Iteration 14Q: 3 clusters Score -5279318 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5279416.500000 Penalty: 5086.369629
	Iteration 15Q: 3 clusters Score -5279416 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -5279413.500000 Penalty: 5086.369629
	Iteration 16Q: 3 clusters Score -5279414 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5279457.000000 Penalty: 5086.369629
	Iteration 17Q: 3 clusters Score -5279457 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -5279419.000000 Penalty: 5086.369629
	Iteration 18Q: 3 clusters Score -5279419 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -5279407.000000 Penalty: 5086.369629
	Iteration 19Q: 3 clusters Score -5279407 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -5279433.000000 Penalty: 5086.369629
	Iteration 20F: 3 clusters Score -5279433 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5279427.000000 Penalty: 5086.369629
	Iteration 21Q: 3 clusters Score -5279427 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5279403.000000 Penalty: 5086.369629
	Iteration 22Q: 3 clusters Score -5279403 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5279387.500000 Penalty: 5086.369629
	Iteration 23Q: 3 clusters Score -5279388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -5279373.500000 Penalty: 5086.369629
	Iteration 24Q: 3 clusters Score -5279374 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -5279364.500000 Penalty: 5086.369629
	Iteration 25Q: 3 clusters Score -5279364 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5279356.000000 Penalty: 5086.369629
	Iteration 26Q: 3 clusters Score -5279356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5279355.500000 Penalty: 5086.369629
	Iteration 27Q: 3 clusters Score -5279356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -5279356.000000 Penalty: 5086.369629
	Iteration 28Q: 3 clusters Score -5279356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5279378.000000 Penalty: 5086.369629
	Iteration 29Q: 3 clusters Score -5279378 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5279390.000000 Penalty: 5086.369629
	Iteration 30Q: 3 clusters Score -5279390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -5279380.500000 Penalty: 5086.369629
	Iteration 31Q: 3 clusters Score -5279380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5279411.500000 Penalty: 5086.369629
	Iteration 32Q: 3 clusters Score -5279412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5279409.000000 Penalty: 5086.369629
	Iteration 33Q: 3 clusters Score -5279409 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5279396.500000 Penalty: 5086.369629
	Iteration 34Q: 3 clusters Score -5279396 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5279394.000000 Penalty: 5086.369629
	Iteration 35Q: 3 clusters Score -5279394 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5279395.000000 Penalty: 5086.369629
	Iteration 36Q: 3 clusters Score -5279395 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -5279398.000000 Penalty: 5086.369629
	Iteration 37Q: 3 clusters Score -5279398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5279385.500000 Penalty: 5086.369629
	Iteration 38Q: 3 clusters Score -5279386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5279430.000000 Penalty: 5086.369629
	Iteration 39Q: 3 clusters Score -5279430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5279424.500000 Penalty: 5086.369629
	Iteration 40F: 3 clusters Score -5279424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -5279418.000000 Penalty: 5086.369629
	Iteration 41Q: 3 clusters Score -5279418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5279433.000000 Penalty: 5086.369629
	Iteration 42Q: 3 clusters Score -5279433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -5279438.000000 Penalty: 5086.369629
	Iteration 43Q: 3 clusters Score -5279438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -5279426.500000 Penalty: 5086.369629
	Iteration 44Q: 3 clusters Score -5279426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5279455.000000 Penalty: 5086.369629
	Iteration 45Q: 3 clusters Score -5279455 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5279472.000000 Penalty: 5086.369629
	Iteration 46Q: 3 clusters Score -5279472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5279470.500000 Penalty: 5086.369629
	Iteration 47Q: 3 clusters Score -5279470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -5279503.000000 Penalty: 5086.369629
	Iteration 48Q: 3 clusters Score -5279503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5279529.000000 Penalty: 5086.369629
	Iteration 49Q: 3 clusters Score -5279529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5279564.000000 Penalty: 5086.369629
	Iteration 50Q: 3 clusters Score -5279564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5279579.000000 Penalty: 5086.369629
	Iteration 51Q: 3 clusters Score -5279579 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5279577.500000 Penalty: 5086.369629
	Iteration 52Q: 3 clusters Score -5279578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -5279603.500000 Penalty: 5086.369629
	Iteration 53Q: 3 clusters Score -5279604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5279620.500000 Penalty: 5086.369629
	Iteration 54Q: 3 clusters Score -5279620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -5279620.500000 Penalty: 5086.369629
	Iteration 55Q: 3 clusters Score -5279620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -5279626.500000 Penalty: 5086.369629
	Iteration 56Q: 3 clusters Score -5279626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -5279650.500000 Penalty: 5086.369629
	Iteration 57Q: 3 clusters Score -5279650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -5279665.500000 Penalty: 5086.369629
	Iteration 58Q: 3 clusters Score -5279666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -5279672.000000 Penalty: 5086.369629
	Iteration 59Q: 3 clusters Score -5279672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5279699.500000 Penalty: 5086.369629
	Iteration 60F: 3 clusters Score -5279700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5279719.500000 Penalty: 5086.369629
	Iteration 61Q: 3 clusters Score -5279720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -5279720.000000 Penalty: 5086.369629
	Iteration 62Q: 3 clusters Score -5279720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -5279737.000000 Penalty: 5086.369629
	Iteration 63Q: 3 clusters Score -5279737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -5279737.000000 Penalty: 5086.369629
	Iteration 64Q: 3 clusters Score -5279737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -5279745.000000 Penalty: 5086.369629
	Iteration 65Q: 3 clusters Score -5279745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -5279757.500000 Penalty: 5086.369629
	Iteration 66Q: 3 clusters Score -5279758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5279762.000000 Penalty: 5086.369629
	Iteration 67Q: 3 clusters Score -5279762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -5279763.500000 Penalty: 5086.369629
	Iteration 68Q: 3 clusters Score -5279764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5279755.000000 Penalty: 5086.369629
	Iteration 69Q: 3 clusters Score -5279755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -5279756.000000 Penalty: 5086.369629
	Iteration 70Q: 3 clusters Score -5279756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5279757.000000 Penalty: 5086.369629
	Iteration 71Q: 3 clusters Score -5279757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -5279778.500000 Penalty: 5086.369629
	Iteration 72Q: 3 clusters Score -5279778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5279768.500000 Penalty: 5086.369629
	Iteration 73Q: 3 clusters Score -5279768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5279770.500000 Penalty: 5086.369629
	Iteration 74Q: 3 clusters Score -5279770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5279767.500000 Penalty: 5086.369629
	Iteration 75Q: 3 clusters Score -5279768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5279776.000000 Penalty: 5086.369629
	Iteration 76Q: 3 clusters Score -5279776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -5279783.000000 Penalty: 5086.369629
	Iteration 77Q: 3 clusters Score -5279783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -5279786.500000 Penalty: 5086.369629
	Iteration 78Q: 3 clusters Score -5279786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5279788.000000 Penalty: 5086.369629
	Iteration 79Q: 3 clusters Score -5279788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5279797.500000 Penalty: 5086.369629
	Iteration 80F: 3 clusters Score -5279798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5279797.500000 Penalty: 5086.369629
	Iteration 81Q: 3 clusters Score -5279798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -5279799.000000 Penalty: 5086.369629
	Iteration 82Q: 3 clusters Score -5279799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -5279804.500000 Penalty: 5086.369629
	Iteration 83Q: 3 clusters Score -5279804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5279805.000000 Penalty: 5086.369629
	Iteration 84Q: 3 clusters Score -5279805 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5279805.500000 Penalty: 5086.369629
	Iteration 85Q: 3 clusters Score -5279806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -5279820.500000 Penalty: 5086.369629
	Iteration 86Q: 3 clusters Score -5279820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5279821.000000 Penalty: 5086.369629
	Iteration 87Q: 3 clusters Score -5279821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -5279811.500000 Penalty: 5086.369629
	Iteration 88Q: 3 clusters Score -5279812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5279802.500000 Penalty: 5086.369629
	Iteration 89Q: 3 clusters Score -5279802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5279824.500000 Penalty: 5086.369629
	Iteration 90Q: 3 clusters Score -5279824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5279812.500000 Penalty: 5086.369629
	Iteration 91Q: 3 clusters Score -5279812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -5279807.000000 Penalty: 5086.369629
	Iteration 92Q: 3 clusters Score -5279807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5279811.000000 Penalty: 5086.369629
	Iteration 93Q: 3 clusters Score -5279811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5279813.000000 Penalty: 5086.369629
	Iteration 94Q: 3 clusters Score -5279813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5279831.000000 Penalty: 5086.369629
	Iteration 95Q: 3 clusters Score -5279831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5279825.000000 Penalty: 5086.369629
	Iteration 96Q: 3 clusters Score -5279825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5279826.000000 Penalty: 5086.369629
	Iteration 97Q: 3 clusters Score -5279826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -5279823.500000 Penalty: 5086.369629
	Iteration 98Q: 3 clusters Score -5279824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5279818.000000 Penalty: 5086.369629
	Iteration 99Q: 3 clusters Score -5279818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5279814.500000 Penalty: 5086.369629
	Iteration 100F: 3 clusters Score -5279814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5279816.000000 Penalty: 5086.369629
	Iteration 101Q: 3 clusters Score -5279816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5279829.000000 Penalty: 5086.369629
	Iteration 102Q: 3 clusters Score -5279829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5279820.500000 Penalty: 5086.369629
	Iteration 103Q: 3 clusters Score -5279820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279822.000000 Penalty: 5086.369629
	Iteration 104Q: 3 clusters Score -5279822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5279813.000000 Penalty: 5086.369629
	Iteration 105Q: 3 clusters Score -5279813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5279821.000000 Penalty: 5086.369629
	Iteration 106Q: 3 clusters Score -5279821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5279817.500000 Penalty: 5086.369629
	Iteration 107Q: 3 clusters Score -5279818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5279823.000000 Penalty: 5086.369629
	Iteration 108Q: 3 clusters Score -5279823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5279833.500000 Penalty: 5086.369629
	Iteration 109Q: 3 clusters Score -5279834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5279835.500000 Penalty: 5086.369629
	Iteration 110Q: 3 clusters Score -5279836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5279833.500000 Penalty: 5086.369629
	Iteration 111Q: 3 clusters Score -5279834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5279836.000000 Penalty: 5086.369629
	Iteration 112Q: 3 clusters Score -5279836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -5279838.000000 Penalty: 5086.369629
	Iteration 113Q: 3 clusters Score -5279838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -5279832.500000 Penalty: 5086.369629
	Iteration 114Q: 3 clusters Score -5279832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5279832.500000 Penalty: 5086.369629
	Iteration 115Q: 3 clusters Score -5279832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5279836.000000 Penalty: 5086.369629
	Iteration 116Q: 3 clusters Score -5279836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5279829.500000 Penalty: 5086.369629
	Iteration 117Q: 3 clusters Score -5279830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -5279831.500000 Penalty: 5086.369629
	Iteration 118Q: 3 clusters Score -5279832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5279829.000000 Penalty: 5086.369629
	Iteration 119Q: 3 clusters Score -5279829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5279828.000000 Penalty: 5086.369629
	Iteration 120F: 3 clusters Score -5279828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5279821.000000 Penalty: 5086.369629
	Iteration 121Q: 3 clusters Score -5279821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5279823.000000 Penalty: 5086.369629
	Iteration 122Q: 3 clusters Score -5279823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279836.000000 Penalty: 5086.369629
	Iteration 123Q: 3 clusters Score -5279836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5279841.000000 Penalty: 5086.369629
	Iteration 124Q: 3 clusters Score -5279841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5279839.000000 Penalty: 5086.369629
	Iteration 125Q: 3 clusters Score -5279839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5279830.500000 Penalty: 5086.369629
	Iteration 126Q: 3 clusters Score -5279830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5279839.000000 Penalty: 5086.369629
	Iteration 127Q: 3 clusters Score -5279839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5279843.000000 Penalty: 5086.369629
	Iteration 128Q: 3 clusters Score -5279843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5279848.000000 Penalty: 5086.369629
	Iteration 129Q: 3 clusters Score -5279848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5279850.000000 Penalty: 5086.369629
	Iteration 130Q: 3 clusters Score -5279850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5279850.000000 Penalty: 5086.369629
	Iteration 131Q: 3 clusters Score -5279850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279845.000000 Penalty: 5086.369629
	Iteration 132Q: 3 clusters Score -5279845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5279847.500000 Penalty: 5086.369629
	Iteration 133Q: 3 clusters Score -5279848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279845.500000 Penalty: 5086.369629
	Iteration 134Q: 3 clusters Score -5279846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5279846.000000 Penalty: 5086.369629
	Iteration 135Q: 3 clusters Score -5279846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5279853.500000 Penalty: 5086.369629
	Iteration 136Q: 3 clusters Score -5279854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279845.000000 Penalty: 5086.369629
	Iteration 137Q: 3 clusters Score -5279845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5279853.500000 Penalty: 5086.369629
	Iteration 138Q: 3 clusters Score -5279854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -5279859.000000 Penalty: 5086.369629
	Iteration 139Q: 3 clusters Score -5279859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5279847.500000 Penalty: 5086.369629
	Iteration 140F: 3 clusters Score -5279848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -5279840.500000 Penalty: 5086.369629
	Iteration 141Q: 3 clusters Score -5279840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -5279839.000000 Penalty: 5086.369629
	Iteration 142Q: 3 clusters Score -5279839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5279833.500000 Penalty: 5086.369629
	Iteration 143Q: 3 clusters Score -5279834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279845.000000 Penalty: 5086.369629
	Iteration 144Q: 3 clusters Score -5279845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279841.000000 Penalty: 5086.369629
	Iteration 145Q: 3 clusters Score -5279841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279842.500000 Penalty: 5086.369629
	Iteration 146Q: 3 clusters Score -5279842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5279838.500000 Penalty: 5086.369629
	Iteration 147Q: 3 clusters Score -5279838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5279842.000000 Penalty: 5086.369629
	Iteration 148Q: 3 clusters Score -5279842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279840.500000 Penalty: 5086.369629
	Iteration 149Q: 3 clusters Score -5279840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279841.500000 Penalty: 5086.369629
	Iteration 150Q: 3 clusters Score -5279842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5279844.000000 Penalty: 5086.369629
	Iteration 151Q: 3 clusters Score -5279844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5279841.000000 Penalty: 5086.369629
	Iteration 152Q: 3 clusters Score -5279841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5279843.500000 Penalty: 5086.369629
	Iteration 153Q: 3 clusters Score -5279844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5279853.500000 Penalty: 5086.369629
	Iteration 154Q: 3 clusters Score -5279854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5279850.500000 Penalty: 5086.369629
	Iteration 155Q: 3 clusters Score -5279850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -5279852.000000 Penalty: 5086.369629
	Iteration 156Q: 3 clusters Score -5279852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5279846.500000 Penalty: 5086.369629
	Iteration 157Q: 3 clusters Score -5279846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -5279847.500000 Penalty: 5086.369629
	Iteration 158Q: 3 clusters Score -5279848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5279843.500000 Penalty: 5086.369629
	Iteration 159Q: 3 clusters Score -5279844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -5279844.500000 Penalty: 5086.369629
	Iteration 160F: 3 clusters Score -5279844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -216078.921875 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -216078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -214029.578125 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -214029.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -214353.281250 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -214353.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -214476.093750 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -214476.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -214587.500000 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -214587.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -214701.375000 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -214701.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -214826.546875 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -214826.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -214952.281250 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -214952.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215110.750000 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -215110.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -215242.375000 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -215242.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -215322.875000 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -215322.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -215393.234375 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -215393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -215464.359375 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -215464.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -215520.718750 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -215520.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -215544.281250 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -215544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215559.093750 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -215559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215565.125000 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -215565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -215570.625000 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -215570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215571.343750 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -215571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -215572.328125 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -215572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -215573.765625 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -215573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -215573.765625 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -215573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Entering Unmasked Estep 
Score: -5059362.500000 Penalty: 2516.461426
	Iteration 0F: 2 clusters Score -5059362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5051917.500000 Penalty: 5032.922852
	Iteration 0F: 3 clusters Score -5051918 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5058094.000000 Penalty: 5032.922852
	Iteration 1F: 3 clusters Score -5058094 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5058516.000000 Penalty: 5032.922852
	Iteration 2F: 3 clusters Score -5058516 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5058814.000000 Penalty: 5032.922852
	Iteration 3Q: 3 clusters Score -5058814 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5059196.000000 Penalty: 5032.922852
	Iteration 4Q: 3 clusters Score -5059196 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -5059482.500000 Penalty: 5032.922852
	Iteration 5Q: 3 clusters Score -5059482 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -5059707.500000 Penalty: 5032.922852
	Iteration 6Q: 3 clusters Score -5059708 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5059784.500000 Penalty: 5032.922852
	Iteration 7Q: 3 clusters Score -5059784 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -5059678.000000 Penalty: 5032.922852
	Iteration 8Q: 3 clusters Score -5059678 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5059390.500000 Penalty: 5032.922852
	Iteration 9Q: 3 clusters Score -5059390 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5059494.500000 Penalty: 5032.922852
	Iteration 10Q: 3 clusters Score -5059494 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -5060161.000000 Penalty: 5032.922852
	Iteration 11Q: 3 clusters Score -5060161 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -5061210.000000 Penalty: 5032.922852
	Iteration 12Q: 3 clusters Score -5061210 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5062088.500000 Penalty: 5032.922852
	Iteration 13F: 3 clusters Score -5062088 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5062962.000000 Penalty: 5032.922852
	Iteration 14F: 3 clusters Score -5062962 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5063791.000000 Penalty: 5032.922852
	Iteration 15Q: 3 clusters Score -5063791 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5064334.500000 Penalty: 5032.922852
	Iteration 16Q: 3 clusters Score -5064334 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5064836.500000 Penalty: 5032.922852
	Iteration 17Q: 3 clusters Score -5064836 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -5065550.500000 Penalty: 5032.922852
	Iteration 18F: 3 clusters Score -5065550 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5065943.000000 Penalty: 5032.922852
	Iteration 19F: 3 clusters Score -5065943 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5065754.000000 Penalty: 5032.922852
	Iteration 20F: 3 clusters Score -5065754 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5065505.000000 Penalty: 5032.922852
	Iteration 21Q: 3 clusters Score -5065505 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -5064615.500000 Penalty: 5032.922852
	Iteration 22Q: 3 clusters Score -5064616 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5064996.500000 Penalty: 5032.922852
	Iteration 23Q: 3 clusters Score -5064996 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5064785.000000 Penalty: 5032.922852
	Iteration 24Q: 3 clusters Score -5064785 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -5064517.500000 Penalty: 5032.922852
	Iteration 25Q: 3 clusters Score -5064518 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5064380.500000 Penalty: 5032.922852
	Iteration 26Q: 3 clusters Score -5064380 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5064296.500000 Penalty: 5032.922852
	Iteration 27Q: 3 clusters Score -5064296 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5064215.000000 Penalty: 5032.922852
	Iteration 28Q: 3 clusters Score -5064215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5064164.000000 Penalty: 5032.922852
	Iteration 29Q: 3 clusters Score -5064164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5064129.500000 Penalty: 5032.922852
	Iteration 30Q: 3 clusters Score -5064130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5064111.500000 Penalty: 5032.922852
	Iteration 31Q: 3 clusters Score -5064112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5064096.500000 Penalty: 5032.922852
	Iteration 32Q: 3 clusters Score -5064096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5064068.500000 Penalty: 5032.922852
	Iteration 33Q: 3 clusters Score -5064068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5064038.000000 Penalty: 5032.922852
	Iteration 34Q: 3 clusters Score -5064038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5063988.000000 Penalty: 5032.922852
	Iteration 35Q: 3 clusters Score -5063988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5063910.500000 Penalty: 5032.922852
	Iteration 36Q: 3 clusters Score -5063910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -5063883.500000 Penalty: 5032.922852
	Iteration 37Q: 3 clusters Score -5063884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5063809.500000 Penalty: 5032.922852
	Iteration 38Q: 3 clusters Score -5063810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5063728.500000 Penalty: 5032.922852
	Iteration 39Q: 3 clusters Score -5063728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5063676.500000 Penalty: 5032.922852
	Iteration 40F: 3 clusters Score -5063676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -5063627.500000 Penalty: 5032.922852
	Iteration 41Q: 3 clusters Score -5063628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5063589.500000 Penalty: 5032.922852
	Iteration 42Q: 3 clusters Score -5063590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5063574.500000 Penalty: 5032.922852
	Iteration 43Q: 3 clusters Score -5063574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5063554.500000 Penalty: 5032.922852
	Iteration 44Q: 3 clusters Score -5063554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5063550.000000 Penalty: 5032.922852
	Iteration 45Q: 3 clusters Score -5063550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5063554.000000 Penalty: 5032.922852
	Iteration 46Q: 3 clusters Score -5063554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5063554.500000 Penalty: 5032.922852
	Iteration 47Q: 3 clusters Score -5063554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5063539.500000 Penalty: 5032.922852
	Iteration 48Q: 3 clusters Score -5063540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5063531.000000 Penalty: 5032.922852
	Iteration 49Q: 3 clusters Score -5063531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5063528.500000 Penalty: 5032.922852
	Iteration 50Q: 3 clusters Score -5063528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5063528.000000 Penalty: 5032.922852
	Iteration 51Q: 3 clusters Score -5063528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5063528.000000 Penalty: 5032.922852
	Iteration 52Q: 3 clusters Score -5063528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5063528.000000 Penalty: 5032.922852
	Iteration 53F: 3 clusters Score -5063528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 22662 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 4300 members 
Entering Unmasked Estep 
Score: -87168960.000000 Penalty: 110135.960938
Splitting cluster 21 changes total score from -87161336.000000 to -87168960.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -17601.408203 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17601.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17732.638672 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17732.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17759.087891 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -17759.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17764.671875 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17764.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17772.732422 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17772.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17781.144531 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -17781.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17781.144531 Penalty: 2507.897949
	Iteration 6F: 3 clusters Score -17781.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -935386.812500 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -935386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -930857.687500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -930857.7 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -932028.375000 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -932028.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -932353.000000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -932353 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -932664.875000 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -932664.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -932954.125000 Penalty: 4233.474121
	Iteration 4F: 3 clusters Score -932954.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -933239.375000 Penalty: 4233.474121
	Iteration 5F: 3 clusters Score -933239.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -933497.187500 Penalty: 4233.474121
	Iteration 6F: 3 clusters Score -933497.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -933708.187500 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -933708.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -933837.187500 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -933837.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -933947.250000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -933947.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -934021.000000 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -934021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -934075.937500 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -934075.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -934118.187500 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -934118.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -934144.875000 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -934144.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -934162.187500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -934162.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -934176.875000 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -934176.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -934186.812500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -934186.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -934194.500000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -934194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -934201.250000 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -934201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -934205.812500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -934205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -934207.687500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -934207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -934213.562500 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -934213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -934215.437500 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -934215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -934217.000000 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -934217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -934217.000000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -934217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -934219.187500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -934219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -934217.000000 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -934217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -934218.875000 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -934218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -934217.937500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -934217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -934217.937500 Penalty: 4233.474121
	Iteration 29F: 3 clusters Score -934217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Entering Unmasked Estep 
Score: -4441288.000000 Penalty: 2487.054443
	Iteration 0F: 2 clusters Score -4441288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4430328.000000 Penalty: 4974.108887
	Iteration 0F: 3 clusters Score -4430328 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4435870.500000 Penalty: 4974.108887
	Iteration 1F: 3 clusters Score -4435870 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4436316.000000 Penalty: 4974.108887
	Iteration 2F: 3 clusters Score -4436316 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4436670.000000 Penalty: 4974.108887
	Iteration 3Q: 3 clusters Score -4436670 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4436948.500000 Penalty: 4974.108887
	Iteration 4Q: 3 clusters Score -4436948 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4437228.500000 Penalty: 4974.108887
	Iteration 5Q: 3 clusters Score -4437228 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4437592.000000 Penalty: 4974.108887
	Iteration 6Q: 3 clusters Score -4437592 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4438001.500000 Penalty: 4974.108887
	Iteration 7Q: 3 clusters Score -4438002 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4438499.000000 Penalty: 4974.108887
	Iteration 8Q: 3 clusters Score -4438499 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4439119.000000 Penalty: 4974.108887
	Iteration 9Q: 3 clusters Score -4439119 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4439823.000000 Penalty: 4974.108887
	Iteration 10Q: 3 clusters Score -4439823 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4440631.000000 Penalty: 4974.108887
	Iteration 11Q: 3 clusters Score -4440631 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4441242.500000 Penalty: 4974.108887
	Iteration 12Q: 3 clusters Score -4441242 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4441636.000000 Penalty: 4974.108887
	Iteration 13Q: 3 clusters Score -4441636 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -4441849.000000 Penalty: 4974.108887
	Iteration 14Q: 3 clusters Score -4441849 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4442010.000000 Penalty: 4974.108887
	Iteration 15Q: 3 clusters Score -4442010 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -4442137.000000 Penalty: 4974.108887
	Iteration 16Q: 3 clusters Score -4442137 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4442247.000000 Penalty: 4974.108887
	Iteration 17Q: 3 clusters Score -4442247 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4442380.500000 Penalty: 4974.108887
	Iteration 18Q: 3 clusters Score -4442380 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4442488.000000 Penalty: 4974.108887
	Iteration 19Q: 3 clusters Score -4442488 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4442552.500000 Penalty: 4974.108887
	Iteration 20F: 3 clusters Score -4442552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4442623.000000 Penalty: 4974.108887
	Iteration 21Q: 3 clusters Score -4442623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4442641.000000 Penalty: 4974.108887
	Iteration 22Q: 3 clusters Score -4442641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4442674.000000 Penalty: 4974.108887
	Iteration 23Q: 3 clusters Score -4442674 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4442659.500000 Penalty: 4974.108887
	Iteration 24Q: 3 clusters Score -4442660 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4442665.000000 Penalty: 4974.108887
	Iteration 25Q: 3 clusters Score -4442665 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4442664.000000 Penalty: 4974.108887
	Iteration 26Q: 3 clusters Score -4442664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4442657.000000 Penalty: 4974.108887
	Iteration 27Q: 3 clusters Score -4442657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4442608.500000 Penalty: 4974.108887
	Iteration 28Q: 3 clusters Score -4442608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4442586.000000 Penalty: 4974.108887
	Iteration 29Q: 3 clusters Score -4442586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4442576.500000 Penalty: 4974.108887
	Iteration 30Q: 3 clusters Score -4442576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4442546.000000 Penalty: 4974.108887
	Iteration 31Q: 3 clusters Score -4442546 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4442491.000000 Penalty: 4974.108887
	Iteration 32Q: 3 clusters Score -4442491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4442479.000000 Penalty: 4974.108887
	Iteration 33Q: 3 clusters Score -4442479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4442465.000000 Penalty: 4974.108887
	Iteration 34Q: 3 clusters Score -4442465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4442439.000000 Penalty: 4974.108887
	Iteration 35Q: 3 clusters Score -4442439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4442423.500000 Penalty: 4974.108887
	Iteration 36Q: 3 clusters Score -4442424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4442407.000000 Penalty: 4974.108887
	Iteration 37Q: 3 clusters Score -4442407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4442384.000000 Penalty: 4974.108887
	Iteration 38Q: 3 clusters Score -4442384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4442386.000000 Penalty: 4974.108887
	Iteration 39Q: 3 clusters Score -4442386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4442370.000000 Penalty: 4974.108887
	Iteration 40F: 3 clusters Score -4442370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4442361.500000 Penalty: 4974.108887
	Iteration 41Q: 3 clusters Score -4442362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4442354.500000 Penalty: 4974.108887
	Iteration 42Q: 3 clusters Score -4442354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4442340.500000 Penalty: 4974.108887
	Iteration 43Q: 3 clusters Score -4442340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4442337.500000 Penalty: 4974.108887
	Iteration 44Q: 3 clusters Score -4442338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4442339.000000 Penalty: 4974.108887
	Iteration 45Q: 3 clusters Score -4442339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4442335.500000 Penalty: 4974.108887
	Iteration 46Q: 3 clusters Score -4442336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4442329.500000 Penalty: 4974.108887
	Iteration 47Q: 3 clusters Score -4442330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4442327.000000 Penalty: 4974.108887
	Iteration 48Q: 3 clusters Score -4442327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4442327.500000 Penalty: 4974.108887
	Iteration 49Q: 3 clusters Score -4442328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4442323.000000 Penalty: 4974.108887
	Iteration 50Q: 3 clusters Score -4442323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4442327.500000 Penalty: 4974.108887
	Iteration 51Q: 3 clusters Score -4442328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4442319.500000 Penalty: 4974.108887
	Iteration 52Q: 3 clusters Score -4442320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4442312.500000 Penalty: 4974.108887
	Iteration 53Q: 3 clusters Score -4442312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4442313.000000 Penalty: 4974.108887
	Iteration 54Q: 3 clusters Score -4442313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4442314.000000 Penalty: 4974.108887
	Iteration 55Q: 3 clusters Score -4442314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4442307.000000 Penalty: 4974.108887
	Iteration 56Q: 3 clusters Score -4442307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4442308.000000 Penalty: 4974.108887
	Iteration 57Q: 3 clusters Score -4442308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4442297.000000 Penalty: 4974.108887
	Iteration 58Q: 3 clusters Score -4442297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4442297.000000 Penalty: 4974.108887
	Iteration 59Q: 3 clusters Score -4442297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4442297.000000 Penalty: 4974.108887
	Iteration 60F: 3 clusters Score -4442297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4442292.500000 Penalty: 4974.108887
	Iteration 61Q: 3 clusters Score -4442292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4442292.000000 Penalty: 4974.108887
	Iteration 62Q: 3 clusters Score -4442292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4442295.000000 Penalty: 4974.108887
	Iteration 63Q: 3 clusters Score -4442295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4442299.500000 Penalty: 4974.108887
	Iteration 64Q: 3 clusters Score -4442300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4442297.500000 Penalty: 4974.108887
	Iteration 65Q: 3 clusters Score -4442298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4442297.500000 Penalty: 4974.108887
	Iteration 66F: 3 clusters Score -4442298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 19731 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 4300 members 
Mstep: Class 35 contains 2931 members 
Entering Unmasked Estep 
Score: -87169336.000000 Penalty: 113375.257812
Splitting cluster 24 changes total score from -87161336.000000 to -87169336.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -1379258.875000 Penalty: 2204.514404
	Iteration 0F: 2 clusters Score -1379259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1373346.750000 Penalty: 4409.028809
	Iteration 0F: 3 clusters Score -1373347 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1374808.625000 Penalty: 4409.028809
	Iteration 1F: 3 clusters Score -1374809 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1375048.750000 Penalty: 4409.028809
	Iteration 2F: 3 clusters Score -1375049 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1375210.750000 Penalty: 4409.028809
	Iteration 3Q: 3 clusters Score -1375211 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1375321.000000 Penalty: 4409.028809
	Iteration 4Q: 3 clusters Score -1375321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1375403.125000 Penalty: 4409.028809
	Iteration 5Q: 3 clusters Score -1375403 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1375461.125000 Penalty: 4409.028809
	Iteration 6Q: 3 clusters Score -1375461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1375512.625000 Penalty: 4409.028809
	Iteration 7Q: 3 clusters Score -1375513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1375566.500000 Penalty: 4409.028809
	Iteration 8Q: 3 clusters Score -1375566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1375612.000000 Penalty: 4409.028809
	Iteration 9Q: 3 clusters Score -1375612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1375660.750000 Penalty: 4409.028809
	Iteration 10Q: 3 clusters Score -1375661 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1375707.375000 Penalty: 4409.028809
	Iteration 11Q: 3 clusters Score -1375707 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1375761.000000 Penalty: 4409.028809
	Iteration 12Q: 3 clusters Score -1375761 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1375805.875000 Penalty: 4409.028809
	Iteration 13Q: 3 clusters Score -1375806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1375859.125000 Penalty: 4409.028809
	Iteration 14Q: 3 clusters Score -1375859 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1375912.625000 Penalty: 4409.028809
	Iteration 15Q: 3 clusters Score -1375913 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1375978.125000 Penalty: 4409.028809
	Iteration 16Q: 3 clusters Score -1375978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1376046.000000 Penalty: 4409.028809
	Iteration 17Q: 3 clusters Score -1376046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1376140.250000 Penalty: 4409.028809
	Iteration 18Q: 3 clusters Score -1376140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1376244.875000 Penalty: 4409.028809
	Iteration 19Q: 3 clusters Score -1376245 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1376375.875000 Penalty: 4409.028809
	Iteration 20F: 3 clusters Score -1376376 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1376527.375000 Penalty: 4409.028809
	Iteration 21Q: 3 clusters Score -1376527 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1376648.000000 Penalty: 4409.028809
	Iteration 22Q: 3 clusters Score -1376648 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1376746.750000 Penalty: 4409.028809
	Iteration 23Q: 3 clusters Score -1376747 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1376844.500000 Penalty: 4409.028809
	Iteration 24Q: 3 clusters Score -1376844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1376929.625000 Penalty: 4409.028809
	Iteration 25Q: 3 clusters Score -1376930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1377006.000000 Penalty: 4409.028809
	Iteration 26Q: 3 clusters Score -1377006 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1377054.500000 Penalty: 4409.028809
	Iteration 27Q: 3 clusters Score -1377054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1377082.750000 Penalty: 4409.028809
	Iteration 28Q: 3 clusters Score -1377083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1377112.875000 Penalty: 4409.028809
	Iteration 29Q: 3 clusters Score -1377113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1377139.375000 Penalty: 4409.028809
	Iteration 30Q: 3 clusters Score -1377139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1377158.250000 Penalty: 4409.028809
	Iteration 31Q: 3 clusters Score -1377158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1377182.750000 Penalty: 4409.028809
	Iteration 32Q: 3 clusters Score -1377183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1377201.875000 Penalty: 4409.028809
	Iteration 33Q: 3 clusters Score -1377202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1377213.250000 Penalty: 4409.028809
	Iteration 34Q: 3 clusters Score -1377213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1377229.875000 Penalty: 4409.028809
	Iteration 35Q: 3 clusters Score -1377230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1377243.750000 Penalty: 4409.028809
	Iteration 36Q: 3 clusters Score -1377244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1377253.625000 Penalty: 4409.028809
	Iteration 37Q: 3 clusters Score -1377254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1377257.250000 Penalty: 4409.028809
	Iteration 38Q: 3 clusters Score -1377257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1377265.000000 Penalty: 4409.028809
	Iteration 39Q: 3 clusters Score -1377265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1377266.250000 Penalty: 4409.028809
	Iteration 40F: 3 clusters Score -1377266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1377267.000000 Penalty: 4409.028809
	Iteration 41Q: 3 clusters Score -1377267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1377271.625000 Penalty: 4409.028809
	Iteration 42Q: 3 clusters Score -1377272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1377276.000000 Penalty: 4409.028809
	Iteration 43Q: 3 clusters Score -1377276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1377288.375000 Penalty: 4409.028809
	Iteration 44Q: 3 clusters Score -1377288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1377304.875000 Penalty: 4409.028809
	Iteration 45Q: 3 clusters Score -1377305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1377313.750000 Penalty: 4409.028809
	Iteration 46Q: 3 clusters Score -1377314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1377322.875000 Penalty: 4409.028809
	Iteration 47Q: 3 clusters Score -1377323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1377328.000000 Penalty: 4409.028809
	Iteration 48Q: 3 clusters Score -1377328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1377330.875000 Penalty: 4409.028809
	Iteration 49Q: 3 clusters Score -1377331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1377330.500000 Penalty: 4409.028809
	Iteration 50Q: 3 clusters Score -1377330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1377330.500000 Penalty: 4409.028809
	Iteration 51F: 3 clusters Score -1377330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Entering Unmasked Estep 
Score: -4793413.000000 Penalty: 2520.357422
	Iteration 0F: 2 clusters Score -4793413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4775805.500000 Penalty: 5040.714844
	Iteration 0F: 3 clusters Score -4775806 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4782087.500000 Penalty: 5040.714844
	Iteration 1F: 3 clusters Score -4782088 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4782572.000000 Penalty: 5040.714844
	Iteration 2F: 3 clusters Score -4782572 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4783055.000000 Penalty: 5040.714844
	Iteration 3Q: 3 clusters Score -4783055 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4783538.500000 Penalty: 5040.714844
	Iteration 4Q: 3 clusters Score -4783538 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -4784169.000000 Penalty: 5040.714844
	Iteration 5Q: 3 clusters Score -4784169 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -4785054.000000 Penalty: 5040.714844
	Iteration 6F: 3 clusters Score -4785054 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4786144.500000 Penalty: 5040.714844
	Iteration 7F: 3 clusters Score -4786144 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4787378.500000 Penalty: 5040.714844
	Iteration 8F: 3 clusters Score -4787378 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4788808.000000 Penalty: 5040.714844
	Iteration 9F: 3 clusters Score -4788808 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4790197.500000 Penalty: 5040.714844
	Iteration 10Q: 3 clusters Score -4790198 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4791086.000000 Penalty: 5040.714844
	Iteration 11Q: 3 clusters Score -4791086 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4791332.500000 Penalty: 5040.714844
	Iteration 12Q: 3 clusters Score -4791332 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4791428.500000 Penalty: 5040.714844
	Iteration 13Q: 3 clusters Score -4791428 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4791487.500000 Penalty: 5040.714844
	Iteration 14Q: 3 clusters Score -4791488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4791510.000000 Penalty: 5040.714844
	Iteration 15Q: 3 clusters Score -4791510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4791523.000000 Penalty: 5040.714844
	Iteration 16Q: 3 clusters Score -4791523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4791525.500000 Penalty: 5040.714844
	Iteration 17Q: 3 clusters Score -4791526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4791526.000000 Penalty: 5040.714844
	Iteration 18Q: 3 clusters Score -4791526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4791520.000000 Penalty: 5040.714844
	Iteration 19Q: 3 clusters Score -4791520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4791521.000000 Penalty: 5040.714844
	Iteration 20F: 3 clusters Score -4791521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4791513.000000 Penalty: 5040.714844
	Iteration 21Q: 3 clusters Score -4791513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4791507.000000 Penalty: 5040.714844
	Iteration 22Q: 3 clusters Score -4791507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4791511.000000 Penalty: 5040.714844
	Iteration 23Q: 3 clusters Score -4791511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4791512.000000 Penalty: 5040.714844
	Iteration 24Q: 3 clusters Score -4791512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4791506.000000 Penalty: 5040.714844
	Iteration 25Q: 3 clusters Score -4791506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4791505.500000 Penalty: 5040.714844
	Iteration 26Q: 3 clusters Score -4791506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4791502.500000 Penalty: 5040.714844
	Iteration 27Q: 3 clusters Score -4791502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4791504.500000 Penalty: 5040.714844
	Iteration 28Q: 3 clusters Score -4791504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4791509.000000 Penalty: 5040.714844
	Iteration 29Q: 3 clusters Score -4791509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4791508.500000 Penalty: 5040.714844
	Iteration 30Q: 3 clusters Score -4791508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4791498.000000 Penalty: 5040.714844
	Iteration 31Q: 3 clusters Score -4791498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4791490.500000 Penalty: 5040.714844
	Iteration 32Q: 3 clusters Score -4791490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4791488.500000 Penalty: 5040.714844
	Iteration 33Q: 3 clusters Score -4791488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4791496.000000 Penalty: 5040.714844
	Iteration 34Q: 3 clusters Score -4791496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4791501.000000 Penalty: 5040.714844
	Iteration 35Q: 3 clusters Score -4791501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4791500.500000 Penalty: 5040.714844
	Iteration 36Q: 3 clusters Score -4791500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4791497.000000 Penalty: 5040.714844
	Iteration 37Q: 3 clusters Score -4791497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4791501.500000 Penalty: 5040.714844
	Iteration 38Q: 3 clusters Score -4791502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4791504.000000 Penalty: 5040.714844
	Iteration 39Q: 3 clusters Score -4791504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4791496.500000 Penalty: 5040.714844
	Iteration 40F: 3 clusters Score -4791496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4791499.000000 Penalty: 5040.714844
	Iteration 41Q: 3 clusters Score -4791499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4791499.000000 Penalty: 5040.714844
	Iteration 42Q: 3 clusters Score -4791499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4791499.000000 Penalty: 5040.714844
	Iteration 43Q: 3 clusters Score -4791499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4791499.000000 Penalty: 5040.714844
	Iteration 44Q: 3 clusters Score -4791499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4791498.500000 Penalty: 5040.714844
	Iteration 45Q: 3 clusters Score -4791498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4791500.500000 Penalty: 5040.714844
	Iteration 46Q: 3 clusters Score -4791500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4791504.500000 Penalty: 5040.714844
	Iteration 47Q: 3 clusters Score -4791504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4791506.500000 Penalty: 5040.714844
	Iteration 48Q: 3 clusters Score -4791506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4791506.000000 Penalty: 5040.714844
	Iteration 49Q: 3 clusters Score -4791506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4791506.000000 Penalty: 5040.714844
	Iteration 50F: 3 clusters Score -4791506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Entering Unmasked Estep 
Score: -5242484.500000 Penalty: 2541.283936
	Iteration 0F: 2 clusters Score -5242484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5228377.500000 Penalty: 5082.567871
	Iteration 0F: 3 clusters Score -5228378 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5235256.000000 Penalty: 5082.567871
	Iteration 1F: 3 clusters Score -5235256 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5235749.500000 Penalty: 5082.567871
	Iteration 2F: 3 clusters Score -5235750 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -5236132.000000 Penalty: 5082.567871
	Iteration 3Q: 3 clusters Score -5236132 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5236511.500000 Penalty: 5082.567871
	Iteration 4Q: 3 clusters Score -5236512 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5236920.000000 Penalty: 5082.567871
	Iteration 5Q: 3 clusters Score -5236920 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -5237401.000000 Penalty: 5082.567871
	Iteration 6Q: 3 clusters Score -5237401 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5237904.500000 Penalty: 5082.567871
	Iteration 7Q: 3 clusters Score -5237904 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5238356.500000 Penalty: 5082.567871
	Iteration 8Q: 3 clusters Score -5238356 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5238727.000000 Penalty: 5082.567871
	Iteration 9F: 3 clusters Score -5238727 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5239130.000000 Penalty: 5082.567871
	Iteration 10Q: 3 clusters Score -5239130 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5239388.000000 Penalty: 5082.567871
	Iteration 11Q: 3 clusters Score -5239388 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -5239597.000000 Penalty: 5082.567871
	Iteration 12Q: 3 clusters Score -5239597 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5239756.000000 Penalty: 5082.567871
	Iteration 13Q: 3 clusters Score -5239756 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5239875.000000 Penalty: 5082.567871
	Iteration 14Q: 3 clusters Score -5239875 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5239961.500000 Penalty: 5082.567871
	Iteration 15Q: 3 clusters Score -5239962 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5239998.500000 Penalty: 5082.567871
	Iteration 16Q: 3 clusters Score -5239998 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5240072.000000 Penalty: 5082.567871
	Iteration 17Q: 3 clusters Score -5240072 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5240089.500000 Penalty: 5082.567871
	Iteration 18Q: 3 clusters Score -5240090 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5240151.500000 Penalty: 5082.567871
	Iteration 19Q: 3 clusters Score -5240152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5240188.500000 Penalty: 5082.567871
	Iteration 20F: 3 clusters Score -5240188 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5240239.500000 Penalty: 5082.567871
	Iteration 21Q: 3 clusters Score -5240240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5240256.000000 Penalty: 5082.567871
	Iteration 22Q: 3 clusters Score -5240256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5240275.000000 Penalty: 5082.567871
	Iteration 23Q: 3 clusters Score -5240275 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -5240285.000000 Penalty: 5082.567871
	Iteration 24Q: 3 clusters Score -5240285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -5240311.000000 Penalty: 5082.567871
	Iteration 25Q: 3 clusters Score -5240311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5240328.500000 Penalty: 5082.567871
	Iteration 26Q: 3 clusters Score -5240328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5240349.000000 Penalty: 5082.567871
	Iteration 27Q: 3 clusters Score -5240349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5240380.500000 Penalty: 5082.567871
	Iteration 28Q: 3 clusters Score -5240380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5240400.500000 Penalty: 5082.567871
	Iteration 29Q: 3 clusters Score -5240400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5240389.500000 Penalty: 5082.567871
	Iteration 30Q: 3 clusters Score -5240390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5240434.000000 Penalty: 5082.567871
	Iteration 31Q: 3 clusters Score -5240434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5240460.500000 Penalty: 5082.567871
	Iteration 32Q: 3 clusters Score -5240460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5240469.500000 Penalty: 5082.567871
	Iteration 33Q: 3 clusters Score -5240470 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -5240513.500000 Penalty: 5082.567871
	Iteration 34Q: 3 clusters Score -5240514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5240563.500000 Penalty: 5082.567871
	Iteration 35Q: 3 clusters Score -5240564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5240573.500000 Penalty: 5082.567871
	Iteration 36Q: 3 clusters Score -5240574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -5240611.000000 Penalty: 5082.567871
	Iteration 37Q: 3 clusters Score -5240611 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -5240663.000000 Penalty: 5082.567871
	Iteration 38Q: 3 clusters Score -5240663 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5240687.000000 Penalty: 5082.567871
	Iteration 39Q: 3 clusters Score -5240687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5240752.500000 Penalty: 5082.567871
	Iteration 40F: 3 clusters Score -5240752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5240753.500000 Penalty: 5082.567871
	Iteration 41Q: 3 clusters Score -5240754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -5240777.500000 Penalty: 5082.567871
	Iteration 42Q: 3 clusters Score -5240778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5240806.000000 Penalty: 5082.567871
	Iteration 43Q: 3 clusters Score -5240806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5240808.500000 Penalty: 5082.567871
	Iteration 44Q: 3 clusters Score -5240808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -5240846.000000 Penalty: 5082.567871
	Iteration 45Q: 3 clusters Score -5240846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5240869.500000 Penalty: 5082.567871
	Iteration 46Q: 3 clusters Score -5240870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -5240889.000000 Penalty: 5082.567871
	Iteration 47Q: 3 clusters Score -5240889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5240917.000000 Penalty: 5082.567871
	Iteration 48Q: 3 clusters Score -5240917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5240964.000000 Penalty: 5082.567871
	Iteration 49Q: 3 clusters Score -5240964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5241006.500000 Penalty: 5082.567871
	Iteration 50Q: 3 clusters Score -5241006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5241055.500000 Penalty: 5082.567871
	Iteration 51Q: 3 clusters Score -5241056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -5241100.500000 Penalty: 5082.567871
	Iteration 52Q: 3 clusters Score -5241100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5241133.000000 Penalty: 5082.567871
	Iteration 53Q: 3 clusters Score -5241133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5241166.000000 Penalty: 5082.567871
	Iteration 54Q: 3 clusters Score -5241166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5241215.000000 Penalty: 5082.567871
	Iteration 55Q: 3 clusters Score -5241215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5241225.500000 Penalty: 5082.567871
	Iteration 56Q: 3 clusters Score -5241226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -5241269.500000 Penalty: 5082.567871
	Iteration 57Q: 3 clusters Score -5241270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5241298.000000 Penalty: 5082.567871
	Iteration 58Q: 3 clusters Score -5241298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5241352.500000 Penalty: 5082.567871
	Iteration 59Q: 3 clusters Score -5241352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5241412.500000 Penalty: 5082.567871
	Iteration 60F: 3 clusters Score -5241412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -5241438.500000 Penalty: 5082.567871
	Iteration 61Q: 3 clusters Score -5241438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5241484.500000 Penalty: 5082.567871
	Iteration 62Q: 3 clusters Score -5241484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -5241487.000000 Penalty: 5082.567871
	Iteration 63Q: 3 clusters Score -5241487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -5241519.000000 Penalty: 5082.567871
	Iteration 64Q: 3 clusters Score -5241519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5241538.500000 Penalty: 5082.567871
	Iteration 65Q: 3 clusters Score -5241538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5241540.000000 Penalty: 5082.567871
	Iteration 66Q: 3 clusters Score -5241540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5241547.500000 Penalty: 5082.567871
	Iteration 67Q: 3 clusters Score -5241548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -5241551.500000 Penalty: 5082.567871
	Iteration 68Q: 3 clusters Score -5241552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -5241553.000000 Penalty: 5082.567871
	Iteration 69Q: 3 clusters Score -5241553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5241611.500000 Penalty: 5082.567871
	Iteration 70Q: 3 clusters Score -5241612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -5241678.500000 Penalty: 5082.567871
	Iteration 71Q: 3 clusters Score -5241678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5241706.000000 Penalty: 5082.567871
	Iteration 72Q: 3 clusters Score -5241706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5241718.000000 Penalty: 5082.567871
	Iteration 73Q: 3 clusters Score -5241718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5241740.000000 Penalty: 5082.567871
	Iteration 74Q: 3 clusters Score -5241740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5241771.000000 Penalty: 5082.567871
	Iteration 75Q: 3 clusters Score -5241771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5241781.000000 Penalty: 5082.567871
	Iteration 76Q: 3 clusters Score -5241781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5241804.000000 Penalty: 5082.567871
	Iteration 77Q: 3 clusters Score -5241804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5241805.500000 Penalty: 5082.567871
	Iteration 78Q: 3 clusters Score -5241806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5241806.500000 Penalty: 5082.567871
	Iteration 79Q: 3 clusters Score -5241806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5241821.000000 Penalty: 5082.567871
	Iteration 80F: 3 clusters Score -5241821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -5241828.500000 Penalty: 5082.567871
	Iteration 81Q: 3 clusters Score -5241828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -5241851.000000 Penalty: 5082.567871
	Iteration 82Q: 3 clusters Score -5241851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5241877.500000 Penalty: 5082.567871
	Iteration 83Q: 3 clusters Score -5241878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5241888.000000 Penalty: 5082.567871
	Iteration 84Q: 3 clusters Score -5241888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5241894.500000 Penalty: 5082.567871
	Iteration 85Q: 3 clusters Score -5241894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5241895.000000 Penalty: 5082.567871
	Iteration 86Q: 3 clusters Score -5241895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5241924.500000 Penalty: 5082.567871
	Iteration 87Q: 3 clusters Score -5241924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5241935.500000 Penalty: 5082.567871
	Iteration 88Q: 3 clusters Score -5241936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5241959.500000 Penalty: 5082.567871
	Iteration 89Q: 3 clusters Score -5241960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5241980.000000 Penalty: 5082.567871
	Iteration 90Q: 3 clusters Score -5241980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5241994.000000 Penalty: 5082.567871
	Iteration 91Q: 3 clusters Score -5241994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5242013.000000 Penalty: 5082.567871
	Iteration 92Q: 3 clusters Score -5242013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5242037.500000 Penalty: 5082.567871
	Iteration 93Q: 3 clusters Score -5242038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5242080.500000 Penalty: 5082.567871
	Iteration 94Q: 3 clusters Score -5242080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5242100.000000 Penalty: 5082.567871
	Iteration 95Q: 3 clusters Score -5242100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5242127.000000 Penalty: 5082.567871
	Iteration 96Q: 3 clusters Score -5242127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5242149.500000 Penalty: 5082.567871
	Iteration 97Q: 3 clusters Score -5242150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -5242187.000000 Penalty: 5082.567871
	Iteration 98Q: 3 clusters Score -5242187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -5242212.000000 Penalty: 5082.567871
	Iteration 99Q: 3 clusters Score -5242212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5242245.500000 Penalty: 5082.567871
	Iteration 100F: 3 clusters Score -5242246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5242253.500000 Penalty: 5082.567871
	Iteration 101Q: 3 clusters Score -5242254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -5242270.500000 Penalty: 5082.567871
	Iteration 102Q: 3 clusters Score -5242270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5242293.000000 Penalty: 5082.567871
	Iteration 103Q: 3 clusters Score -5242293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5242300.500000 Penalty: 5082.567871
	Iteration 104Q: 3 clusters Score -5242300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -5242326.000000 Penalty: 5082.567871
	Iteration 105Q: 3 clusters Score -5242326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5242356.000000 Penalty: 5082.567871
	Iteration 106Q: 3 clusters Score -5242356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5242384.500000 Penalty: 5082.567871
	Iteration 107Q: 3 clusters Score -5242384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5242381.000000 Penalty: 5082.567871
	Iteration 108Q: 3 clusters Score -5242381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5242394.500000 Penalty: 5082.567871
	Iteration 109Q: 3 clusters Score -5242394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5242404.500000 Penalty: 5082.567871
	Iteration 110Q: 3 clusters Score -5242404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -5242409.500000 Penalty: 5082.567871
	Iteration 111Q: 3 clusters Score -5242410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5242418.500000 Penalty: 5082.567871
	Iteration 112Q: 3 clusters Score -5242418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5242437.000000 Penalty: 5082.567871
	Iteration 113Q: 3 clusters Score -5242437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5242457.500000 Penalty: 5082.567871
	Iteration 114Q: 3 clusters Score -5242458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5242488.500000 Penalty: 5082.567871
	Iteration 115Q: 3 clusters Score -5242488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -5242492.000000 Penalty: 5082.567871
	Iteration 116Q: 3 clusters Score -5242492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5242529.000000 Penalty: 5082.567871
	Iteration 117Q: 3 clusters Score -5242529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5242565.000000 Penalty: 5082.567871
	Iteration 118Q: 3 clusters Score -5242565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5242605.000000 Penalty: 5082.567871
	Iteration 119Q: 3 clusters Score -5242605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -5242629.500000 Penalty: 5082.567871
	Iteration 120F: 3 clusters Score -5242630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5242664.000000 Penalty: 5082.567871
	Iteration 121Q: 3 clusters Score -5242664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -5242707.500000 Penalty: 5082.567871
	Iteration 122Q: 3 clusters Score -5242708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5242728.500000 Penalty: 5082.567871
	Iteration 123Q: 3 clusters Score -5242728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5242759.500000 Penalty: 5082.567871
	Iteration 124Q: 3 clusters Score -5242760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5242797.500000 Penalty: 5082.567871
	Iteration 125Q: 3 clusters Score -5242798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5242806.000000 Penalty: 5082.567871
	Iteration 126Q: 3 clusters Score -5242806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5242829.000000 Penalty: 5082.567871
	Iteration 127Q: 3 clusters Score -5242829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -5242859.000000 Penalty: 5082.567871
	Iteration 128Q: 3 clusters Score -5242859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5242892.000000 Penalty: 5082.567871
	Iteration 129Q: 3 clusters Score -5242892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5242919.000000 Penalty: 5082.567871
	Iteration 130Q: 3 clusters Score -5242919 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5242976.500000 Penalty: 5082.567871
	Iteration 131Q: 3 clusters Score -5242976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5243059.000000 Penalty: 5082.567871
	Iteration 132Q: 3 clusters Score -5243059 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -5243150.500000 Penalty: 5082.567871
	Iteration 133Q: 3 clusters Score -5243150 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5243233.000000 Penalty: 5082.567871
	Iteration 134Q: 3 clusters Score -5243233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5243287.000000 Penalty: 5082.567871
	Iteration 135Q: 3 clusters Score -5243287 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -5243344.500000 Penalty: 5082.567871
	Iteration 136Q: 3 clusters Score -5243344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5243399.000000 Penalty: 5082.567871
	Iteration 137Q: 3 clusters Score -5243399 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5243446.500000 Penalty: 5082.567871
	Iteration 138Q: 3 clusters Score -5243446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5243488.000000 Penalty: 5082.567871
	Iteration 139Q: 3 clusters Score -5243488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5243543.500000 Penalty: 5082.567871
	Iteration 140F: 3 clusters Score -5243544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5243589.000000 Penalty: 5082.567871
	Iteration 141Q: 3 clusters Score -5243589 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5243628.500000 Penalty: 5082.567871
	Iteration 142Q: 3 clusters Score -5243628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5243654.500000 Penalty: 5082.567871
	Iteration 143Q: 3 clusters Score -5243654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5243691.000000 Penalty: 5082.567871
	Iteration 144Q: 3 clusters Score -5243691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5243695.500000 Penalty: 5082.567871
	Iteration 145Q: 3 clusters Score -5243696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -5243710.500000 Penalty: 5082.567871
	Iteration 146Q: 3 clusters Score -5243710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5243720.500000 Penalty: 5082.567871
	Iteration 147Q: 3 clusters Score -5243720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5243737.500000 Penalty: 5082.567871
	Iteration 148Q: 3 clusters Score -5243738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5243741.500000 Penalty: 5082.567871
	Iteration 149Q: 3 clusters Score -5243742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5243762.000000 Penalty: 5082.567871
	Iteration 150Q: 3 clusters Score -5243762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5243770.500000 Penalty: 5082.567871
	Iteration 151Q: 3 clusters Score -5243770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5243784.500000 Penalty: 5082.567871
	Iteration 152Q: 3 clusters Score -5243784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5243794.000000 Penalty: 5082.567871
	Iteration 153Q: 3 clusters Score -5243794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5243793.000000 Penalty: 5082.567871
	Iteration 154Q: 3 clusters Score -5243793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -5243821.500000 Penalty: 5082.567871
	Iteration 155Q: 3 clusters Score -5243822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5243803.000000 Penalty: 5082.567871
	Iteration 156Q: 3 clusters Score -5243803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -5243813.000000 Penalty: 5082.567871
	Iteration 157Q: 3 clusters Score -5243813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5243802.500000 Penalty: 5082.567871
	Iteration 158Q: 3 clusters Score -5243802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5243804.000000 Penalty: 5082.567871
	Iteration 159Q: 3 clusters Score -5243804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -5243799.500000 Penalty: 5082.567871
	Iteration 160F: 3 clusters Score -5243800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5243813.000000 Penalty: 5082.567871
	Iteration 161Q: 3 clusters Score -5243813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5243834.500000 Penalty: 5082.567871
	Iteration 162Q: 3 clusters Score -5243834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5243827.500000 Penalty: 5082.567871
	Iteration 163Q: 3 clusters Score -5243828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5243817.000000 Penalty: 5082.567871
	Iteration 164Q: 3 clusters Score -5243817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -5243808.500000 Penalty: 5082.567871
	Iteration 165Q: 3 clusters Score -5243808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5243818.500000 Penalty: 5082.567871
	Iteration 166Q: 3 clusters Score -5243818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5243815.500000 Penalty: 5082.567871
	Iteration 167Q: 3 clusters Score -5243816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -5243816.000000 Penalty: 5082.567871
	Iteration 168Q: 3 clusters Score -5243816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5243804.500000 Penalty: 5082.567871
	Iteration 169Q: 3 clusters Score -5243804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -5243800.000000 Penalty: 5082.567871
	Iteration 170Q: 3 clusters Score -5243800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5243807.500000 Penalty: 5082.567871
	Iteration 171Q: 3 clusters Score -5243808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5243820.500000 Penalty: 5082.567871
	Iteration 172Q: 3 clusters Score -5243820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5243816.000000 Penalty: 5082.567871
	Iteration 173Q: 3 clusters Score -5243816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -5243822.000000 Penalty: 5082.567871
	Iteration 174Q: 3 clusters Score -5243822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5243814.000000 Penalty: 5082.567871
	Iteration 175Q: 3 clusters Score -5243814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -5243828.500000 Penalty: 5082.567871
	Iteration 176Q: 3 clusters Score -5243828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5243825.500000 Penalty: 5082.567871
	Iteration 177Q: 3 clusters Score -5243826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5243815.500000 Penalty: 5082.567871
	Iteration 178Q: 3 clusters Score -5243816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -5243820.000000 Penalty: 5082.567871
	Iteration 179Q: 3 clusters Score -5243820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -5243817.000000 Penalty: 5082.567871
	Iteration 180F: 3 clusters Score -5243817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5243824.500000 Penalty: 5082.567871
	Iteration 181Q: 3 clusters Score -5243824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5243829.500000 Penalty: 5082.567871
	Iteration 182Q: 3 clusters Score -5243830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5243830.500000 Penalty: 5082.567871
	Iteration 183Q: 3 clusters Score -5243830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5243826.500000 Penalty: 5082.567871
	Iteration 184Q: 3 clusters Score -5243826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5243813.000000 Penalty: 5082.567871
	Iteration 185Q: 3 clusters Score -5243813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5243827.500000 Penalty: 5082.567871
	Iteration 186Q: 3 clusters Score -5243828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -5243823.500000 Penalty: 5082.567871
	Iteration 187Q: 3 clusters Score -5243824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5243825.000000 Penalty: 5082.567871
	Iteration 188Q: 3 clusters Score -5243825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5243826.500000 Penalty: 5082.567871
	Iteration 189Q: 3 clusters Score -5243826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5243824.000000 Penalty: 5082.567871
	Iteration 190Q: 3 clusters Score -5243824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -5243829.500000 Penalty: 5082.567871
	Iteration 191Q: 3 clusters Score -5243830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5243824.000000 Penalty: 5082.567871
	Iteration 192Q: 3 clusters Score -5243824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5243824.000000 Penalty: 5082.567871
	Iteration 193Q: 3 clusters Score -5243824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5243831.000000 Penalty: 5082.567871
	Iteration 194Q: 3 clusters Score -5243831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5243839.000000 Penalty: 5082.567871
	Iteration 195Q: 3 clusters Score -5243839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5243836.500000 Penalty: 5082.567871
	Iteration 196Q: 3 clusters Score -5243836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5243826.500000 Penalty: 5082.567871
	Iteration 197Q: 3 clusters Score -5243826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5243828.000000 Penalty: 5082.567871
	Iteration 198Q: 3 clusters Score -5243828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -5243827.500000 Penalty: 5082.567871
	Iteration 199Q: 3 clusters Score -5243828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5243826.000000 Penalty: 5082.567871
	Iteration 200F: 3 clusters Score -5243826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 19731 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 25281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 4300 members 
Mstep: Class 35 contains 2931 members 
Mstep: Class 36 contains 16188 members 
Entering Unmasked Estep 
Score: -87169808.000000 Penalty: 116614.546875
Splitting cluster 27 changes total score from -87161336.000000 to -87169808.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (25281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Entering Unmasked Estep 
Score: -5002823.000000 Penalty: 2514.176514
	Iteration 0F: 2 clusters Score -5002823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4993566.000000 Penalty: 5028.353027
	Iteration 0F: 3 clusters Score -4993566 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4999419.500000 Penalty: 5028.353027
	Iteration 1F: 3 clusters Score -4999420 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4999773.500000 Penalty: 5028.353027
	Iteration 2F: 3 clusters Score -4999774 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -5000071.500000 Penalty: 5028.353027
	Iteration 3F: 3 clusters Score -5000072 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -5000429.500000 Penalty: 5028.353027
	Iteration 4Q: 3 clusters Score -5000430 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5000758.500000 Penalty: 5028.353027
	Iteration 5Q: 3 clusters Score -5000758 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -5001123.000000 Penalty: 5028.353027
	Iteration 6Q: 3 clusters Score -5001123 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5001431.000000 Penalty: 5028.353027
	Iteration 7Q: 3 clusters Score -5001431 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5001711.000000 Penalty: 5028.353027
	Iteration 8Q: 3 clusters Score -5001711 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5002005.000000 Penalty: 5028.353027
	Iteration 9Q: 3 clusters Score -5002005 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5002163.000000 Penalty: 5028.353027
	Iteration 10Q: 3 clusters Score -5002163 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5002332.000000 Penalty: 5028.353027
	Iteration 11Q: 3 clusters Score -5002332 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5002562.000000 Penalty: 5028.353027
	Iteration 12Q: 3 clusters Score -5002562 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5002860.500000 Penalty: 5028.353027
	Iteration 13Q: 3 clusters Score -5002860 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -5003183.500000 Penalty: 5028.353027
	Iteration 14Q: 3 clusters Score -5003184 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -5003463.500000 Penalty: 5028.353027
	Iteration 15Q: 3 clusters Score -5003464 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5003813.500000 Penalty: 5028.353027
	Iteration 16Q: 3 clusters Score -5003814 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5004216.000000 Penalty: 5028.353027
	Iteration 17Q: 3 clusters Score -5004216 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -5004334.000000 Penalty: 5028.353027
	Iteration 18Q: 3 clusters Score -5004334 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -5004481.500000 Penalty: 5028.353027
	Iteration 19Q: 3 clusters Score -5004482 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -5004414.500000 Penalty: 5028.353027
	Iteration 20F: 3 clusters Score -5004414 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5004398.000000 Penalty: 5028.353027
	Iteration 21Q: 3 clusters Score -5004398 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -5004393.500000 Penalty: 5028.353027
	Iteration 22Q: 3 clusters Score -5004394 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -5004387.500000 Penalty: 5028.353027
	Iteration 23Q: 3 clusters Score -5004388 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5004435.500000 Penalty: 5028.353027
	Iteration 24Q: 3 clusters Score -5004436 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5004510.000000 Penalty: 5028.353027
	Iteration 25Q: 3 clusters Score -5004510 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5004532.500000 Penalty: 5028.353027
	Iteration 26Q: 3 clusters Score -5004532 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5004512.500000 Penalty: 5028.353027
	Iteration 27Q: 3 clusters Score -5004512 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -5004621.000000 Penalty: 5028.353027
	Iteration 28Q: 3 clusters Score -5004621 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5004683.000000 Penalty: 5028.353027
	Iteration 29Q: 3 clusters Score -5004683 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -5004655.500000 Penalty: 5028.353027
	Iteration 30Q: 3 clusters Score -5004656 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5004586.500000 Penalty: 5028.353027
	Iteration 31Q: 3 clusters Score -5004586 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5004622.500000 Penalty: 5028.353027
	Iteration 32Q: 3 clusters Score -5004622 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5004650.000000 Penalty: 5028.353027
	Iteration 33Q: 3 clusters Score -5004650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5004659.500000 Penalty: 5028.353027
	Iteration 34Q: 3 clusters Score -5004660 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5004688.000000 Penalty: 5028.353027
	Iteration 35Q: 3 clusters Score -5004688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5004665.500000 Penalty: 5028.353027
	Iteration 36Q: 3 clusters Score -5004666 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -5004654.500000 Penalty: 5028.353027
	Iteration 37Q: 3 clusters Score -5004654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5004686.500000 Penalty: 5028.353027
	Iteration 38Q: 3 clusters Score -5004686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5004681.000000 Penalty: 5028.353027
	Iteration 39Q: 3 clusters Score -5004681 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5004679.000000 Penalty: 5028.353027
	Iteration 40F: 3 clusters Score -5004679 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5004720.000000 Penalty: 5028.353027
	Iteration 41Q: 3 clusters Score -5004720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5004670.500000 Penalty: 5028.353027
	Iteration 42Q: 3 clusters Score -5004670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -5004684.000000 Penalty: 5028.353027
	Iteration 43Q: 3 clusters Score -5004684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5004706.500000 Penalty: 5028.353027
	Iteration 44Q: 3 clusters Score -5004706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5004719.000000 Penalty: 5028.353027
	Iteration 45Q: 3 clusters Score -5004719 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -5004726.000000 Penalty: 5028.353027
	Iteration 46Q: 3 clusters Score -5004726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5004750.000000 Penalty: 5028.353027
	Iteration 47Q: 3 clusters Score -5004750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5004794.500000 Penalty: 5028.353027
	Iteration 48Q: 3 clusters Score -5004794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -5004808.500000 Penalty: 5028.353027
	Iteration 49Q: 3 clusters Score -5004808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -5004860.500000 Penalty: 5028.353027
	Iteration 50Q: 3 clusters Score -5004860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5004858.500000 Penalty: 5028.353027
	Iteration 51Q: 3 clusters Score -5004858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5004868.500000 Penalty: 5028.353027
	Iteration 52Q: 3 clusters Score -5004868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5004886.000000 Penalty: 5028.353027
	Iteration 53Q: 3 clusters Score -5004886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5004877.500000 Penalty: 5028.353027
	Iteration 54Q: 3 clusters Score -5004878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -5004907.500000 Penalty: 5028.353027
	Iteration 55Q: 3 clusters Score -5004908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5004895.500000 Penalty: 5028.353027
	Iteration 56Q: 3 clusters Score -5004896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5004889.000000 Penalty: 5028.353027
	Iteration 57Q: 3 clusters Score -5004889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5004885.500000 Penalty: 5028.353027
	Iteration 58Q: 3 clusters Score -5004886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5004904.500000 Penalty: 5028.353027
	Iteration 59Q: 3 clusters Score -5004904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -5004902.500000 Penalty: 5028.353027
	Iteration 60F: 3 clusters Score -5004902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5004918.500000 Penalty: 5028.353027
	Iteration 61Q: 3 clusters Score -5004918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5004935.500000 Penalty: 5028.353027
	Iteration 62Q: 3 clusters Score -5004936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -5004929.000000 Penalty: 5028.353027
	Iteration 63Q: 3 clusters Score -5004929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5004920.500000 Penalty: 5028.353027
	Iteration 64Q: 3 clusters Score -5004920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -5004936.500000 Penalty: 5028.353027
	Iteration 65Q: 3 clusters Score -5004936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5004937.500000 Penalty: 5028.353027
	Iteration 66Q: 3 clusters Score -5004938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5004948.000000 Penalty: 5028.353027
	Iteration 67Q: 3 clusters Score -5004948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5004944.000000 Penalty: 5028.353027
	Iteration 68Q: 3 clusters Score -5004944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5004944.000000 Penalty: 5028.353027
	Iteration 69Q: 3 clusters Score -5004944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5004948.000000 Penalty: 5028.353027
	Iteration 70Q: 3 clusters Score -5004948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 71Q: 3 clusters Score -5004950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5004945.500000 Penalty: 5028.353027
	Iteration 72Q: 3 clusters Score -5004946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -5004936.500000 Penalty: 5028.353027
	Iteration 73Q: 3 clusters Score -5004936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -5004941.000000 Penalty: 5028.353027
	Iteration 74Q: 3 clusters Score -5004941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 75Q: 3 clusters Score -5004950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5004942.500000 Penalty: 5028.353027
	Iteration 76Q: 3 clusters Score -5004942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5004938.500000 Penalty: 5028.353027
	Iteration 77Q: 3 clusters Score -5004938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -5004942.000000 Penalty: 5028.353027
	Iteration 78Q: 3 clusters Score -5004942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -5004935.500000 Penalty: 5028.353027
	Iteration 79Q: 3 clusters Score -5004936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5004931.500000 Penalty: 5028.353027
	Iteration 80F: 3 clusters Score -5004932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5004937.000000 Penalty: 5028.353027
	Iteration 81Q: 3 clusters Score -5004937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 82Q: 3 clusters Score -5004950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5004939.000000 Penalty: 5028.353027
	Iteration 83Q: 3 clusters Score -5004939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5004942.500000 Penalty: 5028.353027
	Iteration 84Q: 3 clusters Score -5004942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5004945.500000 Penalty: 5028.353027
	Iteration 85Q: 3 clusters Score -5004946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5004950.000000 Penalty: 5028.353027
	Iteration 86Q: 3 clusters Score -5004950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5004949.000000 Penalty: 5028.353027
	Iteration 87Q: 3 clusters Score -5004949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5004961.000000 Penalty: 5028.353027
	Iteration 88Q: 3 clusters Score -5004961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5004946.000000 Penalty: 5028.353027
	Iteration 89Q: 3 clusters Score -5004946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -5004953.000000 Penalty: 5028.353027
	Iteration 90Q: 3 clusters Score -5004953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5004949.000000 Penalty: 5028.353027
	Iteration 91Q: 3 clusters Score -5004949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 92Q: 3 clusters Score -5004950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -5004942.500000 Penalty: 5028.353027
	Iteration 93Q: 3 clusters Score -5004942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5004932.000000 Penalty: 5028.353027
	Iteration 94Q: 3 clusters Score -5004932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5004945.000000 Penalty: 5028.353027
	Iteration 95Q: 3 clusters Score -5004945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 96Q: 3 clusters Score -5004950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -5004938.000000 Penalty: 5028.353027
	Iteration 97Q: 3 clusters Score -5004938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5004933.500000 Penalty: 5028.353027
	Iteration 98Q: 3 clusters Score -5004934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5004938.500000 Penalty: 5028.353027
	Iteration 99Q: 3 clusters Score -5004938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5004937.000000 Penalty: 5028.353027
	Iteration 100F: 3 clusters Score -5004937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5004934.000000 Penalty: 5028.353027
	Iteration 101Q: 3 clusters Score -5004934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5004929.000000 Penalty: 5028.353027
	Iteration 102Q: 3 clusters Score -5004929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5004922.500000 Penalty: 5028.353027
	Iteration 103Q: 3 clusters Score -5004922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5004926.500000 Penalty: 5028.353027
	Iteration 104Q: 3 clusters Score -5004926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5004931.500000 Penalty: 5028.353027
	Iteration 105Q: 3 clusters Score -5004932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5004934.500000 Penalty: 5028.353027
	Iteration 106Q: 3 clusters Score -5004934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -5004934.000000 Penalty: 5028.353027
	Iteration 107Q: 3 clusters Score -5004934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5004949.500000 Penalty: 5028.353027
	Iteration 108Q: 3 clusters Score -5004950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5004940.500000 Penalty: 5028.353027
	Iteration 109Q: 3 clusters Score -5004940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5004937.500000 Penalty: 5028.353027
	Iteration 110Q: 3 clusters Score -5004938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5004921.000000 Penalty: 5028.353027
	Iteration 111Q: 3 clusters Score -5004921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5004933.000000 Penalty: 5028.353027
	Iteration 112Q: 3 clusters Score -5004933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5004930.000000 Penalty: 5028.353027
	Iteration 113Q: 3 clusters Score -5004930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5004934.500000 Penalty: 5028.353027
	Iteration 114Q: 3 clusters Score -5004934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5004936.000000 Penalty: 5028.353027
	Iteration 115Q: 3 clusters Score -5004936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5004938.000000 Penalty: 5028.353027
	Iteration 116Q: 3 clusters Score -5004938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5004937.500000 Penalty: 5028.353027
	Iteration 117Q: 3 clusters Score -5004938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5004932.500000 Penalty: 5028.353027
	Iteration 118Q: 3 clusters Score -5004932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5004930.000000 Penalty: 5028.353027
	Iteration 119Q: 3 clusters Score -5004930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5004932.500000 Penalty: 5028.353027
	Iteration 120F: 3 clusters Score -5004932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5004931.500000 Penalty: 5028.353027
	Iteration 121Q: 3 clusters Score -5004932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5004931.500000 Penalty: 5028.353027
	Iteration 122F: 3 clusters Score -5004932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 19731 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 13758 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7252 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 666 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 4300 members 
Mstep: Class 35 contains 2931 members 
Mstep: Class 36 contains 16188 members 
Mstep: Class 37 contains 11523 members 
Entering Unmasked Estep 
Score: -87171248.000000 Penalty: 119853.843750
Splitting cluster 28 changes total score from -87161336.000000 to -87171248.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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 167 members 
Entering Unmasked Estep 
Score: -51783.203125 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51783.2 nChanged 50
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: -51891.820312 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51891.82 nChanged 12
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: -51935.132812 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51935.13 nChanged 2
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: -51940.753906 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51940.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51941.835938 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -51941.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51941.835938 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -51941.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 508 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 21608 members 
Mstep: Class 13 contains 39401 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 34422 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 22372 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21215 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 19731 members 
Mstep: Class 25 contains 7253 members 
Mstep: Class 26 contains 25919 members 
Mstep: Class 27 contains 12013 members 
Mstep: Class 28 contains 13758 members 
Mstep: Class 29 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87179568.000000 Penalty: 119853.843750
Iteration 79Q: 38 clusters Score -8.717957e+07 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 501 members 
Mstep: Class 4 contains 8797 members 
Mstep: Class 5 contains 22014 members 
Mstep: Class 6 contains 5380 members 
Mstep: Class 7 contains 44107 members 
Mstep: Class 8 contains 13886 members 
Mstep: Class 9 contains 36596 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 20183 members 
Mstep: Class 13 contains 38915 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 34076 members 
Mstep: Class 16 contains 20971 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28351 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21691 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 20187 members 
Mstep: Class 25 contains 7302 members 
Mstep: Class 26 contains 25961 members 
Mstep: Class 27 contains 13099 members 
Mstep: Class 28 contains 14605 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 6902 members 
Mstep: Class 31 contains 9196 members 
Mstep: Class 32 contains 656 members 
Mstep: Class 33 contains 9300 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 2791 members 
Mstep: Class 36 contains 15388 members 
Mstep: Class 37 contains 10995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87186176.000000 Penalty: 119853.843750
Iteration 80F: 38 clusters Score -8.718618e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 469 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 22800 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 43371 members 
Mstep: Class 8 contains 14508 members 
Mstep: Class 9 contains 35948 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 18851 members 
Mstep: Class 13 contains 38068 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 33499 members 
Mstep: Class 16 contains 21324 members 
Mstep: Class 17 contains 19223 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 28062 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 21637 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 19861 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 26018 members 
Mstep: Class 27 contains 13900 members 
Mstep: Class 28 contains 15161 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7346 members 
Mstep: Class 31 contains 9422 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 9661 members 
Mstep: Class 34 contains 5203 members 
Mstep: Class 35 contains 3006 members 
Mstep: Class 36 contains 16659 members 
Mstep: Class 37 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87192128.000000 Penalty: 119853.843750
Iteration 81Q: 38 clusters Score -8.719213e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 458 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 23336 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 43219 members 
Mstep: Class 8 contains 15128 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 17793 members 
Mstep: Class 13 contains 37585 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 32836 members 
Mstep: Class 16 contains 21552 members 
Mstep: Class 17 contains 17305 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27859 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 21573 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 19588 members 
Mstep: Class 25 contains 7377 members 
Mstep: Class 26 contains 26098 members 
Mstep: Class 27 contains 14629 members 
Mstep: Class 28 contains 15777 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7601 members 
Mstep: Class 31 contains 9595 members 
Mstep: Class 32 contains 798 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 3137 members 
Mstep: Class 36 contains 17379 members 
Mstep: Class 37 contains 12050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194816.000000 Penalty: 119853.843750
Iteration 82Q: 38 clusters Score -8.719482e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 4 contains 8665 members 
Mstep: Class 5 contains 23760 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 43255 members 
Mstep: Class 8 contains 15804 members 
Mstep: Class 9 contains 35277 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 16863 members 
Mstep: Class 13 contains 37316 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 32117 members 
Mstep: Class 16 contains 21699 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27701 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 21432 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 19275 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 26175 members 
Mstep: Class 27 contains 15248 members 
Mstep: Class 28 contains 16464 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7783 members 
Mstep: Class 31 contains 9799 members 
Mstep: Class 32 contains 809 members 
Mstep: Class 33 contains 9995 members 
Mstep: Class 34 contains 6466 members 
Mstep: Class 35 contains 3207 members 
Mstep: Class 36 contains 17864 members 
Mstep: Class 37 contains 12574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196448.000000 Penalty: 119853.843750
Iteration 83Q: 38 clusters Score -8.719645e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 24052 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 43358 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 35126 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 16075 members 
Mstep: Class 13 contains 37184 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 31354 members 
Mstep: Class 16 contains 21763 members 
Mstep: Class 17 contains 13713 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27616 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 21270 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 18961 members 
Mstep: Class 25 contains 7329 members 
Mstep: Class 26 contains 26264 members 
Mstep: Class 27 contains 15809 members 
Mstep: Class 28 contains 16958 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 7933 members 
Mstep: Class 31 contains 9962 members 
Mstep: Class 32 contains 819 members 
Mstep: Class 33 contains 10137 members 
Mstep: Class 34 contains 7096 members 
Mstep: Class 35 contains 3242 members 
Mstep: Class 36 contains 18182 members 
Mstep: Class 37 contains 13083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197360.000000 Penalty: 119853.843750
Iteration 84Q: 38 clusters Score -8.719736e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 24328 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 34991 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 15339 members 
Mstep: Class 13 contains 37233 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 30607 members 
Mstep: Class 16 contains 21761 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 21116 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 26335 members 
Mstep: Class 27 contains 16339 members 
Mstep: Class 28 contains 17251 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8080 members 
Mstep: Class 31 contains 10104 members 
Mstep: Class 32 contains 829 members 
Mstep: Class 33 contains 10246 members 
Mstep: Class 34 contains 7815 members 
Mstep: Class 35 contains 3245 members 
Mstep: Class 36 contains 18377 members 
Mstep: Class 37 contains 13440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197832.000000 Penalty: 119853.843750
Iteration 85Q: 38 clusters Score -8.719783e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 8537 members 
Mstep: Class 5 contains 24462 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 43598 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 34867 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 37364 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 29871 members 
Mstep: Class 16 contains 21703 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27321 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 20989 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 18381 members 
Mstep: Class 25 contains 7454 members 
Mstep: Class 26 contains 26413 members 
Mstep: Class 27 contains 16916 members 
Mstep: Class 28 contains 17397 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8231 members 
Mstep: Class 31 contains 10243 members 
Mstep: Class 32 contains 838 members 
Mstep: Class 33 contains 10375 members 
Mstep: Class 34 contains 8600 members 
Mstep: Class 35 contains 3229 members 
Mstep: Class 36 contains 18584 members 
Mstep: Class 37 contains 13641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198920.000000 Penalty: 119853.843750
Iteration 86Q: 38 clusters Score -8.719892e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 24517 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 43679 members 
Mstep: Class 8 contains 18253 members 
Mstep: Class 9 contains 34707 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 37563 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 29152 members 
Mstep: Class 16 contains 21647 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 20840 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 17589 members 
Mstep: Class 28 contains 17355 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8401 members 
Mstep: Class 31 contains 10373 members 
Mstep: Class 32 contains 844 members 
Mstep: Class 33 contains 10494 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 3185 members 
Mstep: Class 36 contains 18776 members 
Mstep: Class 37 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199904.000000 Penalty: 119853.843750
Iteration 87Q: 38 clusters Score -8.71999e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 43696 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 34510 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 13847 members 
Mstep: Class 13 contains 37732 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 28509 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 26711 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 20688 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 17886 members 
Mstep: Class 25 contains 7758 members 
Mstep: Class 26 contains 26521 members 
Mstep: Class 27 contains 18255 members 
Mstep: Class 28 contains 17238 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8605 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 849 members 
Mstep: Class 33 contains 10618 members 
Mstep: Class 34 contains 9837 members 
Mstep: Class 35 contains 3132 members 
Mstep: Class 36 contains 18974 members 
Mstep: Class 37 contains 13734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200072.000000 Penalty: 119853.843750
Iteration 88Q: 38 clusters Score -8.720007e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 4709 members 
Mstep: Class 7 contains 43711 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 9 contains 34302 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 13555 members 
Mstep: Class 13 contains 37922 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 27916 members 
Mstep: Class 16 contains 21472 members 
Mstep: Class 17 contains 9396 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 26450 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 20715 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4963 members 
Mstep: Class 24 contains 17606 members 
Mstep: Class 25 contains 8002 members 
Mstep: Class 26 contains 26570 members 
Mstep: Class 27 contains 18915 members 
Mstep: Class 28 contains 17096 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8772 members 
Mstep: Class 31 contains 10504 members 
Mstep: Class 32 contains 853 members 
Mstep: Class 33 contains 10756 members 
Mstep: Class 34 contains 10083 members 
Mstep: Class 35 contains 3078 members 
Mstep: Class 36 contains 19077 members 
Mstep: Class 37 contains 13766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199696.000000 Penalty: 119853.843750
Iteration 89Q: 38 clusters Score -8.71997e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8425 members 
Mstep: Class 5 contains 24490 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 7 contains 43725 members 
Mstep: Class 8 contains 19629 members 
Mstep: Class 9 contains 34027 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 13312 members 
Mstep: Class 13 contains 38096 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 27415 members 
Mstep: Class 16 contains 21394 members 
Mstep: Class 17 contains 9167 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 26161 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 20808 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 17376 members 
Mstep: Class 25 contains 8323 members 
Mstep: Class 26 contains 26579 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 16966 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 10586 members 
Mstep: Class 32 contains 857 members 
Mstep: Class 33 contains 10886 members 
Mstep: Class 34 contains 10128 members 
Mstep: Class 35 contains 3010 members 
Mstep: Class 36 contains 19110 members 
Mstep: Class 37 contains 13836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198720.000000 Penalty: 119853.843750
Iteration 90Q: 38 clusters Score -8.719872e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8383 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 43765 members 
Mstep: Class 8 contains 19905 members 
Mstep: Class 9 contains 33775 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 13116 members 
Mstep: Class 13 contains 38283 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 26990 members 
Mstep: Class 16 contains 21332 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25917 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 20850 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 17151 members 
Mstep: Class 25 contains 8635 members 
Mstep: Class 26 contains 26568 members 
Mstep: Class 27 contains 20062 members 
Mstep: Class 28 contains 16798 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 9138 members 
Mstep: Class 31 contains 10731 members 
Mstep: Class 32 contains 862 members 
Mstep: Class 33 contains 11005 members 
Mstep: Class 34 contains 10111 members 
Mstep: Class 35 contains 2934 members 
Mstep: Class 36 contains 19150 members 
Mstep: Class 37 contains 13956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197808.000000 Penalty: 119853.843750
Iteration 91Q: 38 clusters Score -8.719781e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8348 members 
Mstep: Class 5 contains 24320 members 
Mstep: Class 6 contains 4590 members 
Mstep: Class 7 contains 43777 members 
Mstep: Class 8 contains 20125 members 
Mstep: Class 9 contains 33520 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 12941 members 
Mstep: Class 13 contains 38468 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 26609 members 
Mstep: Class 16 contains 21295 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25726 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 20793 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 16947 members 
Mstep: Class 25 contains 8990 members 
Mstep: Class 26 contains 26546 members 
Mstep: Class 27 contains 20563 members 
Mstep: Class 28 contains 16643 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 9326 members 
Mstep: Class 31 contains 10906 members 
Mstep: Class 32 contains 863 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 10077 members 
Mstep: Class 35 contains 2871 members 
Mstep: Class 36 contains 19130 members 
Mstep: Class 37 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197208.000000 Penalty: 119853.843750
Iteration 92Q: 38 clusters Score -8.719721e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8331 members 
Mstep: Class 5 contains 24183 members 
Mstep: Class 6 contains 4555 members 
Mstep: Class 7 contains 43822 members 
Mstep: Class 8 contains 20261 members 
Mstep: Class 9 contains 33214 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 12806 members 
Mstep: Class 13 contains 38648 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 26282 members 
Mstep: Class 16 contains 21254 members 
Mstep: Class 17 contains 8806 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 20757 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 16779 members 
Mstep: Class 25 contains 9383 members 
Mstep: Class 26 contains 26523 members 
Mstep: Class 27 contains 20919 members 
Mstep: Class 28 contains 16479 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 11114 members 
Mstep: Class 32 contains 864 members 
Mstep: Class 33 contains 11212 members 
Mstep: Class 34 contains 10034 members 
Mstep: Class 35 contains 2839 members 
Mstep: Class 36 contains 19072 members 
Mstep: Class 37 contains 14200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196864.000000 Penalty: 119853.843750
Iteration 93Q: 38 clusters Score -8.719686e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8311 members 
Mstep: Class 5 contains 24040 members 
Mstep: Class 6 contains 4524 members 
Mstep: Class 7 contains 43844 members 
Mstep: Class 8 contains 20339 members 
Mstep: Class 9 contains 32911 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 12705 members 
Mstep: Class 13 contains 38794 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25985 members 
Mstep: Class 16 contains 21214 members 
Mstep: Class 17 contains 8740 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25514 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 20720 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 16632 members 
Mstep: Class 25 contains 9758 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 21166 members 
Mstep: Class 28 contains 16344 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 9744 members 
Mstep: Class 31 contains 11341 members 
Mstep: Class 32 contains 864 members 
Mstep: Class 33 contains 11313 members 
Mstep: Class 34 contains 9976 members 
Mstep: Class 35 contains 2804 members 
Mstep: Class 36 contains 19059 members 
Mstep: Class 37 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196952.000000 Penalty: 119853.843750
Iteration 94Q: 38 clusters Score -8.719695e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 43842 members 
Mstep: Class 8 contains 20428 members 
Mstep: Class 9 contains 32542 members 
Mstep: Class 10 contains 512 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 12623 members 
Mstep: Class 13 contains 39016 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25736 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25456 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 20659 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 10146 members 
Mstep: Class 26 contains 26474 members 
Mstep: Class 27 contains 21308 members 
Mstep: Class 28 contains 16222 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 9970 members 
Mstep: Class 31 contains 11573 members 
Mstep: Class 32 contains 864 members 
Mstep: Class 33 contains 11413 members 
Mstep: Class 34 contains 9908 members 
Mstep: Class 35 contains 2767 members 
Mstep: Class 36 contains 19060 members 
Mstep: Class 37 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196448.000000 Penalty: 119853.843750
Iteration 95Q: 38 clusters Score -8.719645e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 23767 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 43837 members 
Mstep: Class 8 contains 20426 members 
Mstep: Class 9 contains 32222 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 12576 members 
Mstep: Class 13 contains 39169 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 21130 members 
Mstep: Class 17 contains 8623 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25359 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 20605 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 16396 members 
Mstep: Class 25 contains 10531 members 
Mstep: Class 26 contains 26449 members 
Mstep: Class 27 contains 21443 members 
Mstep: Class 28 contains 16136 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 10230 members 
Mstep: Class 31 contains 11793 members 
Mstep: Class 32 contains 865 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 9854 members 
Mstep: Class 35 contains 2749 members 
Mstep: Class 36 contains 19062 members 
Mstep: Class 37 contains 14488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196536.000000 Penalty: 119853.843750
Iteration 96Q: 38 clusters Score -8.719654e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 23574 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 43824 members 
Mstep: Class 8 contains 20432 members 
Mstep: Class 9 contains 31923 members 
Mstep: Class 10 contains 509 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 12543 members 
Mstep: Class 13 contains 39270 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25372 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 17 contains 8576 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 20563 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 16306 members 
Mstep: Class 25 contains 10889 members 
Mstep: Class 26 contains 26443 members 
Mstep: Class 27 contains 21541 members 
Mstep: Class 28 contains 16049 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 10513 members 
Mstep: Class 31 contains 12016 members 
Mstep: Class 32 contains 865 members 
Mstep: Class 33 contains 11628 members 
Mstep: Class 34 contains 9784 members 
Mstep: Class 35 contains 2731 members 
Mstep: Class 36 contains 19063 members 
Mstep: Class 37 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196312.000000 Penalty: 119853.843750
Iteration 97Q: 38 clusters Score -8.719631e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8234 members 
Mstep: Class 5 contains 23434 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 43853 members 
Mstep: Class 8 contains 20435 members 
Mstep: Class 9 contains 31618 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 12498 members 
Mstep: Class 13 contains 39320 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25207 members 
Mstep: Class 16 contains 20985 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 25126 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 20496 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 11252 members 
Mstep: Class 26 contains 26445 members 
Mstep: Class 27 contains 21596 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 10813 members 
Mstep: Class 31 contains 12231 members 
Mstep: Class 32 contains 865 members 
Mstep: Class 33 contains 11749 members 
Mstep: Class 34 contains 9735 members 
Mstep: Class 35 contains 2707 members 
Mstep: Class 36 contains 19117 members 
Mstep: Class 37 contains 14638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196232.000000 Penalty: 119853.843750
Iteration 98Q: 38 clusters Score -8.719623e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8223 members 
Mstep: Class 5 contains 23289 members 
Mstep: Class 6 contains 4382 members 
Mstep: Class 7 contains 43841 members 
Mstep: Class 8 contains 20452 members 
Mstep: Class 9 contains 31331 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 12476 members 
Mstep: Class 13 contains 39405 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 25062 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 8495 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24957 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 20385 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 16144 members 
Mstep: Class 25 contains 11618 members 
Mstep: Class 26 contains 26441 members 
Mstep: Class 27 contains 21617 members 
Mstep: Class 28 contains 15883 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 11159 members 
Mstep: Class 31 contains 12429 members 
Mstep: Class 32 contains 865 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 9686 members 
Mstep: Class 35 contains 2690 members 
Mstep: Class 36 contains 19143 members 
Mstep: Class 37 contains 14717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196584.000000 Penalty: 119853.843750
Iteration 99Q: 38 clusters Score -8.719658e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 8214 members 
Mstep: Class 5 contains 23165 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 43820 members 
Mstep: Class 8 contains 20458 members 
Mstep: Class 9 contains 31052 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 39426 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 24915 members 
Mstep: Class 16 contains 20968 members 
Mstep: Class 17 contains 8458 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24823 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 16092 members 
Mstep: Class 25 contains 11984 members 
Mstep: Class 26 contains 26457 members 
Mstep: Class 27 contains 21643 members 
Mstep: Class 28 contains 15799 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 11496 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 865 members 
Mstep: Class 33 contains 11901 members 
Mstep: Class 34 contains 9584 members 
Mstep: Class 35 contains 2682 members 
Mstep: Class 36 contains 19170 members 
Mstep: Class 37 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197768.000000 Penalty: 119853.843750
Iteration 100F: 38 clusters Score -8.719777e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 8202 members 
Mstep: Class 5 contains 23008 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 43810 members 
Mstep: Class 8 contains 20520 members 
Mstep: Class 9 contains 30780 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 39396 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 24795 members 
Mstep: Class 16 contains 20938 members 
Mstep: Class 17 contains 7701 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24644 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 16035 members 
Mstep: Class 25 contains 12502 members 
Mstep: Class 26 contains 26451 members 
Mstep: Class 27 contains 21633 members 
Mstep: Class 28 contains 15391 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 11828 members 
Mstep: Class 31 contains 12933 members 
Mstep: Class 32 contains 867 members 
Mstep: Class 33 contains 11962 members 
Mstep: Class 34 contains 10624 members 
Mstep: Class 35 contains 2683 members 
Mstep: Class 36 contains 19193 members 
Mstep: Class 37 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198160.000000 Penalty: 119853.843750
Iteration 101Q: 38 clusters Score -8.719816e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 22858 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 43755 members 
Mstep: Class 8 contains 20567 members 
Mstep: Class 9 contains 30486 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 12318 members 
Mstep: Class 13 contains 39376 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24716 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24404 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 20322 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 15994 members 
Mstep: Class 25 contains 13046 members 
Mstep: Class 26 contains 26464 members 
Mstep: Class 27 contains 21573 members 
Mstep: Class 28 contains 14742 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 12172 members 
Mstep: Class 31 contains 13213 members 
Mstep: Class 32 contains 872 members 
Mstep: Class 33 contains 12024 members 
Mstep: Class 34 contains 11935 members 
Mstep: Class 35 contains 2679 members 
Mstep: Class 36 contains 19195 members 
Mstep: Class 37 contains 14209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198408.000000 Penalty: 119853.843750
Iteration 102Q: 38 clusters Score -8.719841e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8165 members 
Mstep: Class 5 contains 22650 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 20590 members 
Mstep: Class 9 contains 30180 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 12260 members 
Mstep: Class 13 contains 39393 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24602 members 
Mstep: Class 16 contains 20936 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 20655 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 15939 members 
Mstep: Class 25 contains 13594 members 
Mstep: Class 26 contains 26494 members 
Mstep: Class 27 contains 21515 members 
Mstep: Class 28 contains 13723 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 12556 members 
Mstep: Class 31 contains 13478 members 
Mstep: Class 32 contains 874 members 
Mstep: Class 33 contains 12109 members 
Mstep: Class 34 contains 13812 members 
Mstep: Class 35 contains 2689 members 
Mstep: Class 36 contains 19186 members 
Mstep: Class 37 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197560.000000 Penalty: 119853.843750
Iteration 103Q: 38 clusters Score -8.719756e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8158 members 
Mstep: Class 5 contains 22470 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 43755 members 
Mstep: Class 8 contains 20557 members 
Mstep: Class 9 contains 29863 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 12217 members 
Mstep: Class 13 contains 39436 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24487 members 
Mstep: Class 16 contains 20945 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 24024 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 20988 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 15923 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 26507 members 
Mstep: Class 27 contains 21514 members 
Mstep: Class 28 contains 12989 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 12927 members 
Mstep: Class 31 contains 13794 members 
Mstep: Class 32 contains 875 members 
Mstep: Class 33 contains 12180 members 
Mstep: Class 34 contains 14738 members 
Mstep: Class 35 contains 2662 members 
Mstep: Class 36 contains 19199 members 
Mstep: Class 37 contains 12507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195944.000000 Penalty: 119853.843750
Iteration 104Q: 38 clusters Score -8.719594e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8144 members 
Mstep: Class 5 contains 22342 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 43772 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 29533 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 12173 members 
Mstep: Class 13 contains 39422 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24421 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 6123 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 23830 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 21292 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 15906 members 
Mstep: Class 25 contains 14652 members 
Mstep: Class 26 contains 26524 members 
Mstep: Class 27 contains 21528 members 
Mstep: Class 28 contains 12735 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 13286 members 
Mstep: Class 31 contains 14149 members 
Mstep: Class 32 contains 875 members 
Mstep: Class 33 contains 12248 members 
Mstep: Class 34 contains 14437 members 
Mstep: Class 35 contains 2653 members 
Mstep: Class 36 contains 19235 members 
Mstep: Class 37 contains 12509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195288.000000 Penalty: 119853.843750
Iteration 105Q: 38 clusters Score -8.719529e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8120 members 
Mstep: Class 5 contains 22147 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 43797 members 
Mstep: Class 8 contains 20455 members 
Mstep: Class 9 contains 29195 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 12135 members 
Mstep: Class 13 contains 39467 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24338 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 23644 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 21398 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 15887 members 
Mstep: Class 25 contains 15198 members 
Mstep: Class 26 contains 26567 members 
Mstep: Class 27 contains 21499 members 
Mstep: Class 28 contains 12610 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 13664 members 
Mstep: Class 31 contains 14523 members 
Mstep: Class 32 contains 874 members 
Mstep: Class 33 contains 12312 members 
Mstep: Class 34 contains 14160 members 
Mstep: Class 35 contains 2652 members 
Mstep: Class 36 contains 19237 members 
Mstep: Class 37 contains 12613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195184.000000 Penalty: 119853.843750
Iteration 106Q: 38 clusters Score -8.719518e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 21890 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 43804 members 
Mstep: Class 8 contains 20466 members 
Mstep: Class 9 contains 28898 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 12087 members 
Mstep: Class 13 contains 39462 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24297 members 
Mstep: Class 16 contains 20934 members 
Mstep: Class 17 contains 5590 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 23472 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 21452 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 15856 members 
Mstep: Class 25 contains 15734 members 
Mstep: Class 26 contains 26588 members 
Mstep: Class 27 contains 21496 members 
Mstep: Class 28 contains 12552 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 14059 members 
Mstep: Class 31 contains 14937 members 
Mstep: Class 32 contains 875 members 
Mstep: Class 33 contains 12378 members 
Mstep: Class 34 contains 13704 members 
Mstep: Class 35 contains 2659 members 
Mstep: Class 36 contains 19276 members 
Mstep: Class 37 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195192.000000 Penalty: 119853.843750
Iteration 107Q: 38 clusters Score -8.719519e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 21663 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 43766 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 28592 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 12037 members 
Mstep: Class 13 contains 39472 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24238 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 23327 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 21348 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 15793 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 26629 members 
Mstep: Class 27 contains 21463 members 
Mstep: Class 28 contains 12486 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 14475 members 
Mstep: Class 31 contains 15436 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12448 members 
Mstep: Class 34 contains 13324 members 
Mstep: Class 35 contains 2657 members 
Mstep: Class 36 contains 19297 members 
Mstep: Class 37 contains 12858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195512.000000 Penalty: 119853.843750
Iteration 108Q: 38 clusters Score -8.719551e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 21493 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 43755 members 
Mstep: Class 8 contains 20551 members 
Mstep: Class 9 contains 28256 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 39505 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24165 members 
Mstep: Class 16 contains 20911 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 23136 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 21146 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 15790 members 
Mstep: Class 25 contains 16771 members 
Mstep: Class 26 contains 26689 members 
Mstep: Class 27 contains 21411 members 
Mstep: Class 28 contains 12445 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 14876 members 
Mstep: Class 31 contains 16021 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12511 members 
Mstep: Class 34 contains 12881 members 
Mstep: Class 35 contains 2641 members 
Mstep: Class 36 contains 19284 members 
Mstep: Class 37 contains 12991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196088.000000 Penalty: 119853.843750
Iteration 109Q: 38 clusters Score -8.719609e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 43752 members 
Mstep: Class 8 contains 20610 members 
Mstep: Class 9 contains 27969 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 39504 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 24076 members 
Mstep: Class 16 contains 20889 members 
Mstep: Class 17 contains 4971 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 22938 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 15801 members 
Mstep: Class 25 contains 17261 members 
Mstep: Class 26 contains 26751 members 
Mstep: Class 27 contains 21336 members 
Mstep: Class 28 contains 12430 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 15311 members 
Mstep: Class 31 contains 16733 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12561 members 
Mstep: Class 34 contains 12366 members 
Mstep: Class 35 contains 2623 members 
Mstep: Class 36 contains 19259 members 
Mstep: Class 37 contains 13111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196832.000000 Penalty: 119853.843750
Iteration 110Q: 38 clusters Score -8.719683e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 21253 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 43768 members 
Mstep: Class 8 contains 20680 members 
Mstep: Class 9 contains 27716 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 39491 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23999 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 22753 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 20508 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 15802 members 
Mstep: Class 25 contains 17729 members 
Mstep: Class 26 contains 26797 members 
Mstep: Class 27 contains 21266 members 
Mstep: Class 28 contains 12415 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 17419 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12597 members 
Mstep: Class 34 contains 11827 members 
Mstep: Class 35 contains 2618 members 
Mstep: Class 36 contains 19219 members 
Mstep: Class 37 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197376.000000 Penalty: 119853.843750
Iteration 111Q: 38 clusters Score -8.719738e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 21105 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 43764 members 
Mstep: Class 8 contains 20720 members 
Mstep: Class 9 contains 27464 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 39442 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23913 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 20176 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 15812 members 
Mstep: Class 25 contains 18228 members 
Mstep: Class 26 contains 26855 members 
Mstep: Class 27 contains 21167 members 
Mstep: Class 28 contains 12422 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 16201 members 
Mstep: Class 31 contains 18032 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12634 members 
Mstep: Class 34 contains 11357 members 
Mstep: Class 35 contains 2635 members 
Mstep: Class 36 contains 19222 members 
Mstep: Class 37 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198224.000000 Penalty: 119853.843750
Iteration 112Q: 38 clusters Score -8.719822e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 20924 members 
Mstep: Class 6 contains 4139 members 
Mstep: Class 7 contains 43774 members 
Mstep: Class 8 contains 20810 members 
Mstep: Class 9 contains 27216 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 39381 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23831 members 
Mstep: Class 16 contains 20826 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 22401 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 15885 members 
Mstep: Class 25 contains 18722 members 
Mstep: Class 26 contains 26940 members 
Mstep: Class 27 contains 21098 members 
Mstep: Class 28 contains 12404 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 16689 members 
Mstep: Class 31 contains 18774 members 
Mstep: Class 32 contains 877 members 
Mstep: Class 33 contains 12687 members 
Mstep: Class 34 contains 10923 members 
Mstep: Class 35 contains 2653 members 
Mstep: Class 36 contains 19214 members 
Mstep: Class 37 contains 13424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198816.000000 Penalty: 119853.843750
Iteration 113Q: 38 clusters Score -8.719882e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8073 members 
Mstep: Class 5 contains 20676 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 43795 members 
Mstep: Class 8 contains 20831 members 
Mstep: Class 9 contains 26988 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11839 members 
Mstep: Class 13 contains 39286 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23738 members 
Mstep: Class 16 contains 20788 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 22193 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 18914 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 16018 members 
Mstep: Class 25 contains 19348 members 
Mstep: Class 26 contains 27002 members 
Mstep: Class 27 contains 21031 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 17193 members 
Mstep: Class 31 contains 19667 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 12722 members 
Mstep: Class 34 contains 10472 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 19202 members 
Mstep: Class 37 contains 13532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199416.000000 Penalty: 119853.843750
Iteration 114Q: 38 clusters Score -8.719942e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 20422 members 
Mstep: Class 6 contains 4117 members 
Mstep: Class 7 contains 43803 members 
Mstep: Class 8 contains 20769 members 
Mstep: Class 9 contains 26777 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 39152 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23638 members 
Mstep: Class 16 contains 20731 members 
Mstep: Class 17 contains 4101 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21990 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 18308 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 16209 members 
Mstep: Class 25 contains 20049 members 
Mstep: Class 26 contains 27078 members 
Mstep: Class 27 contains 20911 members 
Mstep: Class 28 contains 12327 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 17674 members 
Mstep: Class 31 contains 20705 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 12772 members 
Mstep: Class 34 contains 9849 members 
Mstep: Class 35 contains 2685 members 
Mstep: Class 36 contains 19175 members 
Mstep: Class 37 contains 13587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198960.000000 Penalty: 119853.843750
Iteration 115Q: 38 clusters Score -8.719896e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 43805 members 
Mstep: Class 8 contains 20627 members 
Mstep: Class 9 contains 26551 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 11784 members 
Mstep: Class 13 contains 39023 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23563 members 
Mstep: Class 16 contains 20738 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21767 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 17931 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4909 members 
Mstep: Class 24 contains 16377 members 
Mstep: Class 25 contains 20617 members 
Mstep: Class 26 contains 27144 members 
Mstep: Class 27 contains 20867 members 
Mstep: Class 28 contains 12279 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 18141 members 
Mstep: Class 31 contains 21613 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 9103 members 
Mstep: Class 35 contains 2691 members 
Mstep: Class 36 contains 19202 members 
Mstep: Class 37 contains 13668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197584.000000 Penalty: 119853.843750
Iteration 116Q: 38 clusters Score -8.719758e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 43825 members 
Mstep: Class 8 contains 20540 members 
Mstep: Class 9 contains 26361 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 38955 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 20736 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21608 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17656 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 16503 members 
Mstep: Class 25 contains 21052 members 
Mstep: Class 26 contains 27210 members 
Mstep: Class 27 contains 20830 members 
Mstep: Class 28 contains 12246 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 22076 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 8594 members 
Mstep: Class 35 contains 2697 members 
Mstep: Class 36 contains 19269 members 
Mstep: Class 37 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196632.000000 Penalty: 119853.843750
Iteration 117Q: 38 clusters Score -8.719663e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 19673 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 43860 members 
Mstep: Class 8 contains 20527 members 
Mstep: Class 9 contains 26224 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2183 members 
Mstep: Class 12 contains 11820 members 
Mstep: Class 13 contains 38834 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23414 members 
Mstep: Class 16 contains 20804 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21544 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17502 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 16560 members 
Mstep: Class 25 contains 21329 members 
Mstep: Class 26 contains 27257 members 
Mstep: Class 27 contains 20858 members 
Mstep: Class 28 contains 12209 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 19126 members 
Mstep: Class 31 contains 22177 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 12960 members 
Mstep: Class 34 contains 8252 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 19317 members 
Mstep: Class 37 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196576.000000 Penalty: 119853.843750
Iteration 118Q: 38 clusters Score -8.719658e+07 nChanged 5798
Entering ConstructFrom: 
Score: -87196576.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201866.109375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201866.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -202175.968750 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -202308.218750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202308.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202404.375000 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202404.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -202471.093750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202471.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202523.281250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202523.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202595.718750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202595.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -202671.296875 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202671.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202712.703125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202712.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -202752.687500 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202752.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -202794.078125 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202794.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202848.093750 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202848.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202907.296875 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202907.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -202977.156250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -203059.171875 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203105.093750 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203105.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -203131.062500 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203131.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -203153.031250 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -203159.625000 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203165.187500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -203172.218750 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203180.296875 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -203180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -203189.375000 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203196.265625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203202.953125 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203213.015625 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203222.250000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203226.171875 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203228.687500 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203230.453125 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203230.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203231.109375 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203231.109375 Penalty: 3506.657715
	Iteration 31F: 3 clusters Score -203231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27849.699219 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27849.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27921.105469 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27921.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27935.673828 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27935.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27943.367188 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -27943.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27945.867188 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -27945.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27945.867188 Penalty: 2578.454346
	Iteration 5F: 3 clusters Score -27945.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -59037.699219 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -59037.7 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 214 members 
Entering Unmasked Estep 
Score: -57756.660156 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -57756.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58394.570312 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -58394.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58769.218750 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -58769.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59017.125000 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -59017.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59174.238281 Penalty: 3000.667969
	Iteration 4F: 3 clusters Score -59174.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59209.468750 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -59209.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59222.062500 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -59222.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59222.062500 Penalty: 3000.667969
	Iteration 7F: 3 clusters Score -59222.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 129 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 43905 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 13 contains 38703 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21511 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17446 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 16583 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 27302 members 
Mstep: Class 27 contains 20885 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 22188 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13028 members 
Mstep: Class 34 contains 7938 members 
Mstep: Class 35 contains 2703 members 
Mstep: Class 36 contains 19361 members 
Mstep: Class 37 contains 13942 members 
Mstep: Class 38 contains 295 members 
Entering Unmasked Estep 
Score: -87193528.000000 Penalty: 123093.132812
Splitting cluster 3 changes total score from -87196576.000000 to -87193528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -1461896.375000 Penalty: 2230.800781
	Iteration 0F: 2 clusters Score -1461896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1455521.000000 Penalty: 4461.601562
	Iteration 0F: 3 clusters Score -1455521 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1457567.625000 Penalty: 4461.601562
	Iteration 1F: 3 clusters Score -1457568 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1458071.250000 Penalty: 4461.601562
	Iteration 2F: 3 clusters Score -1458071 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1458505.375000 Penalty: 4461.601562
	Iteration 3F: 3 clusters Score -1458505 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1459024.625000 Penalty: 4461.601562
	Iteration 4F: 3 clusters Score -1459025 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1459672.000000 Penalty: 4461.601562
	Iteration 5F: 3 clusters Score -1459672 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1460247.625000 Penalty: 4461.601562
	Iteration 6F: 3 clusters Score -1460248 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1460704.500000 Penalty: 4461.601562
	Iteration 7F: 3 clusters Score -1460704 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1461064.375000 Penalty: 4461.601562
	Iteration 8Q: 3 clusters Score -1461064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1461302.125000 Penalty: 4461.601562
	Iteration 9Q: 3 clusters Score -1461302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1461423.500000 Penalty: 4461.601562
	Iteration 10Q: 3 clusters Score -1461424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1461465.750000 Penalty: 4461.601562
	Iteration 11Q: 3 clusters Score -1461466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1461495.500000 Penalty: 4461.601562
	Iteration 12Q: 3 clusters Score -1461496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1461503.375000 Penalty: 4461.601562
	Iteration 13Q: 3 clusters Score -1461503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1461514.250000 Penalty: 4461.601562
	Iteration 14Q: 3 clusters Score -1461514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1461518.625000 Penalty: 4461.601562
	Iteration 15Q: 3 clusters Score -1461519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1461521.875000 Penalty: 4461.601562
	Iteration 16Q: 3 clusters Score -1461522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1461523.125000 Penalty: 4461.601562
	Iteration 17Q: 3 clusters Score -1461523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1461527.250000 Penalty: 4461.601562
	Iteration 18Q: 3 clusters Score -1461527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1461527.625000 Penalty: 4461.601562
	Iteration 19Q: 3 clusters Score -1461528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1461525.125000 Penalty: 4461.601562
	Iteration 20F: 3 clusters Score -1461525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Entering Unmasked Estep 
Score: -3608780.250000 Penalty: 2447.845459
	Iteration 0F: 2 clusters Score -3608780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3595467.500000 Penalty: 4895.690918
	Iteration 0F: 3 clusters Score -3595468 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3600190.500000 Penalty: 4895.690918
	Iteration 1F: 3 clusters Score -3600190 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3600731.250000 Penalty: 4895.690918
	Iteration 2F: 3 clusters Score -3600731 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3601199.750000 Penalty: 4895.690918
	Iteration 3F: 3 clusters Score -3601200 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3601683.500000 Penalty: 4895.690918
	Iteration 4Q: 3 clusters Score -3601684 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3602195.500000 Penalty: 4895.690918
	Iteration 5Q: 3 clusters Score -3602196 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3602784.000000 Penalty: 4895.690918
	Iteration 6F: 3 clusters Score -3602784 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3603524.250000 Penalty: 4895.690918
	Iteration 7F: 3 clusters Score -3603524 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3604336.500000 Penalty: 4895.690918
	Iteration 8F: 3 clusters Score -3604336 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3605077.000000 Penalty: 4895.690918
	Iteration 9Q: 3 clusters Score -3605077 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3605675.000000 Penalty: 4895.690918
	Iteration 10Q: 3 clusters Score -3605675 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3606113.750000 Penalty: 4895.690918
	Iteration 11Q: 3 clusters Score -3606114 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3606366.250000 Penalty: 4895.690918
	Iteration 12Q: 3 clusters Score -3606366 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3606545.750000 Penalty: 4895.690918
	Iteration 13Q: 3 clusters Score -3606546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3606621.500000 Penalty: 4895.690918
	Iteration 14Q: 3 clusters Score -3606622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3606681.750000 Penalty: 4895.690918
	Iteration 15Q: 3 clusters Score -3606682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3606716.500000 Penalty: 4895.690918
	Iteration 16Q: 3 clusters Score -3606716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3606740.500000 Penalty: 4895.690918
	Iteration 17Q: 3 clusters Score -3606740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3606761.000000 Penalty: 4895.690918
	Iteration 18Q: 3 clusters Score -3606761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3606772.500000 Penalty: 4895.690918
	Iteration 19Q: 3 clusters Score -3606772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3606786.250000 Penalty: 4895.690918
	Iteration 20F: 3 clusters Score -3606786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3606786.000000 Penalty: 4895.690918
	Iteration 21Q: 3 clusters Score -3606786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3606796.250000 Penalty: 4895.690918
	Iteration 22Q: 3 clusters Score -3606796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3606817.000000 Penalty: 4895.690918
	Iteration 23Q: 3 clusters Score -3606817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3606821.000000 Penalty: 4895.690918
	Iteration 24Q: 3 clusters Score -3606821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3606825.750000 Penalty: 4895.690918
	Iteration 25Q: 3 clusters Score -3606826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3606824.500000 Penalty: 4895.690918
	Iteration 26Q: 3 clusters Score -3606824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3606833.750000 Penalty: 4895.690918
	Iteration 27Q: 3 clusters Score -3606834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3606834.250000 Penalty: 4895.690918
	Iteration 28Q: 3 clusters Score -3606834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3606838.750000 Penalty: 4895.690918
	Iteration 29Q: 3 clusters Score -3606839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3606838.000000 Penalty: 4895.690918
	Iteration 30Q: 3 clusters Score -3606838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3606841.250000 Penalty: 4895.690918
	Iteration 31Q: 3 clusters Score -3606841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3606844.250000 Penalty: 4895.690918
	Iteration 32Q: 3 clusters Score -3606844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3606845.000000 Penalty: 4895.690918
	Iteration 33Q: 3 clusters Score -3606845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3606846.500000 Penalty: 4895.690918
	Iteration 34Q: 3 clusters Score -3606846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3606846.500000 Penalty: 4895.690918
	Iteration 35F: 3 clusters Score -3606846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -704344.500000 Penalty: 2061.409424
	Iteration 0F: 2 clusters Score -704344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -700340.437500 Penalty: 4122.818848
	Iteration 0F: 3 clusters Score -700340.4 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -701269.437500 Penalty: 4122.818848
	Iteration 1F: 3 clusters Score -701269.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -701431.375000 Penalty: 4122.818848
	Iteration 2F: 3 clusters Score -701431.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -701512.750000 Penalty: 4122.818848
	Iteration 3Q: 3 clusters Score -701512.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -701565.562500 Penalty: 4122.818848
	Iteration 4Q: 3 clusters Score -701565.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -701615.500000 Penalty: 4122.818848
	Iteration 5Q: 3 clusters Score -701615.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -701647.812500 Penalty: 4122.818848
	Iteration 6Q: 3 clusters Score -701647.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -701671.562500 Penalty: 4122.818848
	Iteration 7Q: 3 clusters Score -701671.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -701690.000000 Penalty: 4122.818848
	Iteration 8Q: 3 clusters Score -701690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -701710.500000 Penalty: 4122.818848
	Iteration 9Q: 3 clusters Score -701710.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -701725.125000 Penalty: 4122.818848
	Iteration 10Q: 3 clusters Score -701725.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -701739.812500 Penalty: 4122.818848
	Iteration 11Q: 3 clusters Score -701739.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -701749.875000 Penalty: 4122.818848
	Iteration 12Q: 3 clusters Score -701749.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -701758.875000 Penalty: 4122.818848
	Iteration 13Q: 3 clusters Score -701758.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -701770.125000 Penalty: 4122.818848
	Iteration 14Q: 3 clusters Score -701770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -701783.625000 Penalty: 4122.818848
	Iteration 15Q: 3 clusters Score -701783.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -701795.750000 Penalty: 4122.818848
	Iteration 16Q: 3 clusters Score -701795.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -701804.562500 Penalty: 4122.818848
	Iteration 17Q: 3 clusters Score -701804.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -701812.187500 Penalty: 4122.818848
	Iteration 18Q: 3 clusters Score -701812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -701823.562500 Penalty: 4122.818848
	Iteration 19Q: 3 clusters Score -701823.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -701832.937500 Penalty: 4122.818848
	Iteration 20F: 3 clusters Score -701832.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -701840.625000 Penalty: 4122.818848
	Iteration 21Q: 3 clusters Score -701840.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -701847.312500 Penalty: 4122.818848
	Iteration 22Q: 3 clusters Score -701847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -701849.625000 Penalty: 4122.818848
	Iteration 23Q: 3 clusters Score -701849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -701853.125000 Penalty: 4122.818848
	Iteration 24Q: 3 clusters Score -701853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -701855.437500 Penalty: 4122.818848
	Iteration 25Q: 3 clusters Score -701855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -701856.062500 Penalty: 4122.818848
	Iteration 26Q: 3 clusters Score -701856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -701857.312500 Penalty: 4122.818848
	Iteration 27Q: 3 clusters Score -701857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -701860.062500 Penalty: 4122.818848
	Iteration 28Q: 3 clusters Score -701860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -701862.875000 Penalty: 4122.818848
	Iteration 29Q: 3 clusters Score -701862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -701868.562500 Penalty: 4122.818848
	Iteration 30Q: 3 clusters Score -701868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -701875.437500 Penalty: 4122.818848
	Iteration 31Q: 3 clusters Score -701875.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -701876.187500 Penalty: 4122.818848
	Iteration 32Q: 3 clusters Score -701876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -701878.625000 Penalty: 4122.818848
	Iteration 33Q: 3 clusters Score -701878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -701878.187500 Penalty: 4122.818848
	Iteration 34Q: 3 clusters Score -701878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -701880.187500 Penalty: 4122.818848
	Iteration 35Q: 3 clusters Score -701880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -701881.562500 Penalty: 4122.818848
	Iteration 36Q: 3 clusters Score -701881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -701882.562500 Penalty: 4122.818848
	Iteration 37Q: 3 clusters Score -701882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -701884.875000 Penalty: 4122.818848
	Iteration 38Q: 3 clusters Score -701884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -701886.062500 Penalty: 4122.818848
	Iteration 39Q: 3 clusters Score -701886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -701885.312500 Penalty: 4122.818848
	Iteration 40F: 3 clusters Score -701885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -701887.000000 Penalty: 4122.818848
	Iteration 41Q: 3 clusters Score -701887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -701887.000000 Penalty: 4122.818848
	Iteration 42F: 3 clusters Score -701887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Entering Unmasked Estep 
Score: -7778285.000000 Penalty: 2651.066162
	Iteration 0F: 2 clusters Score -7778285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7753168.500000 Penalty: 5302.132324
	Iteration 0F: 3 clusters Score -7753168 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7764500.500000 Penalty: 5302.132324
	Iteration 1F: 3 clusters Score -7764500 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -7765088.000000 Penalty: 5302.132324
	Iteration 2Q: 3 clusters Score -7765088 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -7765629.000000 Penalty: 5302.132324
	Iteration 3Q: 3 clusters Score -7765629 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7766155.000000 Penalty: 5302.132324
	Iteration 4Q: 3 clusters Score -7766155 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -7766690.000000 Penalty: 5302.132324
	Iteration 5Q: 3 clusters Score -7766690 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -7767230.000000 Penalty: 5302.132324
	Iteration 6Q: 3 clusters Score -7767230 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -7767875.000000 Penalty: 5302.132324
	Iteration 7Q: 3 clusters Score -7767875 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -7768596.000000 Penalty: 5302.132324
	Iteration 8Q: 3 clusters Score -7768596 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -7769528.500000 Penalty: 5302.132324
	Iteration 9Q: 3 clusters Score -7769528 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7770634.500000 Penalty: 5302.132324
	Iteration 10Q: 3 clusters Score -7770634 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -7771845.000000 Penalty: 5302.132324
	Iteration 11Q: 3 clusters Score -7771845 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7772820.500000 Penalty: 5302.132324
	Iteration 12Q: 3 clusters Score -7772820 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -7773353.500000 Penalty: 5302.132324
	Iteration 13Q: 3 clusters Score -7773354 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -7773541.000000 Penalty: 5302.132324
	Iteration 14Q: 3 clusters Score -7773541 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -7773689.000000 Penalty: 5302.132324
	Iteration 15Q: 3 clusters Score -7773689 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -7773787.500000 Penalty: 5302.132324
	Iteration 16Q: 3 clusters Score -7773788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -7773944.500000 Penalty: 5302.132324
	Iteration 17Q: 3 clusters Score -7773944 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -7774057.500000 Penalty: 5302.132324
	Iteration 18Q: 3 clusters Score -7774058 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -7774157.500000 Penalty: 5302.132324
	Iteration 19Q: 3 clusters Score -7774158 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -7774257.500000 Penalty: 5302.132324
	Iteration 20F: 3 clusters Score -7774258 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -7774314.000000 Penalty: 5302.132324
	Iteration 21Q: 3 clusters Score -7774314 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7774442.000000 Penalty: 5302.132324
	Iteration 22Q: 3 clusters Score -7774442 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -7774578.500000 Penalty: 5302.132324
	Iteration 23Q: 3 clusters Score -7774578 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7774663.500000 Penalty: 5302.132324
	Iteration 24Q: 3 clusters Score -7774664 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7774812.500000 Penalty: 5302.132324
	Iteration 25Q: 3 clusters Score -7774812 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -7774980.500000 Penalty: 5302.132324
	Iteration 26Q: 3 clusters Score -7774980 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -7775165.000000 Penalty: 5302.132324
	Iteration 27Q: 3 clusters Score -7775165 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7775304.000000 Penalty: 5302.132324
	Iteration 28Q: 3 clusters Score -7775304 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -7775508.000000 Penalty: 5302.132324
	Iteration 29Q: 3 clusters Score -7775508 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -7775755.500000 Penalty: 5302.132324
	Iteration 30Q: 3 clusters Score -7775756 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7775930.000000 Penalty: 5302.132324
	Iteration 31Q: 3 clusters Score -7775930 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7776035.500000 Penalty: 5302.132324
	Iteration 32Q: 3 clusters Score -7776036 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -7776063.500000 Penalty: 5302.132324
	Iteration 33Q: 3 clusters Score -7776064 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7776054.500000 Penalty: 5302.132324
	Iteration 34Q: 3 clusters Score -7776054 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -7776022.500000 Penalty: 5302.132324
	Iteration 35Q: 3 clusters Score -7776022 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -7776042.000000 Penalty: 5302.132324
	Iteration 36Q: 3 clusters Score -7776042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -7776062.500000 Penalty: 5302.132324
	Iteration 37Q: 3 clusters Score -7776062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7776100.500000 Penalty: 5302.132324
	Iteration 38Q: 3 clusters Score -7776100 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7776170.500000 Penalty: 5302.132324
	Iteration 39Q: 3 clusters Score -7776170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -7776215.500000 Penalty: 5302.132324
	Iteration 40F: 3 clusters Score -7776216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -7776242.000000 Penalty: 5302.132324
	Iteration 41Q: 3 clusters Score -7776242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7776251.500000 Penalty: 5302.132324
	Iteration 42Q: 3 clusters Score -7776252 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7776232.000000 Penalty: 5302.132324
	Iteration 43Q: 3 clusters Score -7776232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7776199.500000 Penalty: 5302.132324
	Iteration 44Q: 3 clusters Score -7776200 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7776206.500000 Penalty: 5302.132324
	Iteration 45Q: 3 clusters Score -7776206 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7776233.500000 Penalty: 5302.132324
	Iteration 46Q: 3 clusters Score -7776234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7776217.500000 Penalty: 5302.132324
	Iteration 47Q: 3 clusters Score -7776218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -7776214.000000 Penalty: 5302.132324
	Iteration 48Q: 3 clusters Score -7776214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -7776220.000000 Penalty: 5302.132324
	Iteration 49Q: 3 clusters Score -7776220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7776231.000000 Penalty: 5302.132324
	Iteration 50Q: 3 clusters Score -7776231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7776197.500000 Penalty: 5302.132324
	Iteration 51Q: 3 clusters Score -7776198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7776196.000000 Penalty: 5302.132324
	Iteration 52Q: 3 clusters Score -7776196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7776201.000000 Penalty: 5302.132324
	Iteration 53Q: 3 clusters Score -7776201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7776176.000000 Penalty: 5302.132324
	Iteration 54Q: 3 clusters Score -7776176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7776174.500000 Penalty: 5302.132324
	Iteration 55Q: 3 clusters Score -7776174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7776160.000000 Penalty: 5302.132324
	Iteration 56Q: 3 clusters Score -7776160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7776144.500000 Penalty: 5302.132324
	Iteration 57Q: 3 clusters Score -7776144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7776133.500000 Penalty: 5302.132324
	Iteration 58Q: 3 clusters Score -7776134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7776134.500000 Penalty: 5302.132324
	Iteration 59Q: 3 clusters Score -7776134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7776151.500000 Penalty: 5302.132324
	Iteration 60F: 3 clusters Score -7776152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7776137.500000 Penalty: 5302.132324
	Iteration 61Q: 3 clusters Score -7776138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7776127.500000 Penalty: 5302.132324
	Iteration 62Q: 3 clusters Score -7776128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7776135.500000 Penalty: 5302.132324
	Iteration 63Q: 3 clusters Score -7776136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7776131.000000 Penalty: 5302.132324
	Iteration 64Q: 3 clusters Score -7776131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7776133.500000 Penalty: 5302.132324
	Iteration 65Q: 3 clusters Score -7776134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7776132.000000 Penalty: 5302.132324
	Iteration 66Q: 3 clusters Score -7776132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7776129.500000 Penalty: 5302.132324
	Iteration 67Q: 3 clusters Score -7776130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7776134.500000 Penalty: 5302.132324
	Iteration 68Q: 3 clusters Score -7776134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7776119.000000 Penalty: 5302.132324
	Iteration 69Q: 3 clusters Score -7776119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7776115.000000 Penalty: 5302.132324
	Iteration 70Q: 3 clusters Score -7776115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7776091.000000 Penalty: 5302.132324
	Iteration 71Q: 3 clusters Score -7776091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7776080.000000 Penalty: 5302.132324
	Iteration 72Q: 3 clusters Score -7776080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7776080.000000 Penalty: 5302.132324
	Iteration 73Q: 3 clusters Score -7776080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7776062.000000 Penalty: 5302.132324
	Iteration 74Q: 3 clusters Score -7776062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7776066.500000 Penalty: 5302.132324
	Iteration 75Q: 3 clusters Score -7776066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -7776050.000000 Penalty: 5302.132324
	Iteration 76Q: 3 clusters Score -7776050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7776059.500000 Penalty: 5302.132324
	Iteration 77Q: 3 clusters Score -7776060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7776051.500000 Penalty: 5302.132324
	Iteration 78Q: 3 clusters Score -7776052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7776030.000000 Penalty: 5302.132324
	Iteration 79Q: 3 clusters Score -7776030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7776028.500000 Penalty: 5302.132324
	Iteration 80F: 3 clusters Score -7776028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7776026.000000 Penalty: 5302.132324
	Iteration 81Q: 3 clusters Score -7776026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7776029.000000 Penalty: 5302.132324
	Iteration 82Q: 3 clusters Score -7776029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7776036.000000 Penalty: 5302.132324
	Iteration 83Q: 3 clusters Score -7776036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7776043.500000 Penalty: 5302.132324
	Iteration 84Q: 3 clusters Score -7776044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -7776039.500000 Penalty: 5302.132324
	Iteration 85Q: 3 clusters Score -7776040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7776013.500000 Penalty: 5302.132324
	Iteration 86Q: 3 clusters Score -7776014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -7776013.000000 Penalty: 5302.132324
	Iteration 87Q: 3 clusters Score -7776013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7776008.500000 Penalty: 5302.132324
	Iteration 88Q: 3 clusters Score -7776008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7775984.500000 Penalty: 5302.132324
	Iteration 89Q: 3 clusters Score -7775984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7775970.500000 Penalty: 5302.132324
	Iteration 90Q: 3 clusters Score -7775970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7775957.500000 Penalty: 5302.132324
	Iteration 91Q: 3 clusters Score -7775958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7775958.000000 Penalty: 5302.132324
	Iteration 92Q: 3 clusters Score -7775958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -7775965.000000 Penalty: 5302.132324
	Iteration 93Q: 3 clusters Score -7775965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7775966.000000 Penalty: 5302.132324
	Iteration 94Q: 3 clusters Score -7775966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7775966.000000 Penalty: 5302.132324
	Iteration 95Q: 3 clusters Score -7775966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7775966.000000 Penalty: 5302.132324
	Iteration 96Q: 3 clusters Score -7775966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -7775966.500000 Penalty: 5302.132324
	Iteration 97Q: 3 clusters Score -7775966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7775971.000000 Penalty: 5302.132324
	Iteration 98Q: 3 clusters Score -7775971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7775970.000000 Penalty: 5302.132324
	Iteration 99Q: 3 clusters Score -7775970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7775969.500000 Penalty: 5302.132324
	Iteration 100F: 3 clusters Score -7775970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7775968.000000 Penalty: 5302.132324
	Iteration 101Q: 3 clusters Score -7775968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7775967.500000 Penalty: 5302.132324
	Iteration 102Q: 3 clusters Score -7775968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7775976.000000 Penalty: 5302.132324
	Iteration 103Q: 3 clusters Score -7775976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7775967.000000 Penalty: 5302.132324
	Iteration 104Q: 3 clusters Score -7775967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -7775979.500000 Penalty: 5302.132324
	Iteration 105Q: 3 clusters Score -7775980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -7775984.000000 Penalty: 5302.132324
	Iteration 106Q: 3 clusters Score -7775984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -7775974.000000 Penalty: 5302.132324
	Iteration 107Q: 3 clusters Score -7775974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7775992.000000 Penalty: 5302.132324
	Iteration 108Q: 3 clusters Score -7775992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7775986.500000 Penalty: 5302.132324
	Iteration 109Q: 3 clusters Score -7775986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7775979.000000 Penalty: 5302.132324
	Iteration 110Q: 3 clusters Score -7775979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -7775994.000000 Penalty: 5302.132324
	Iteration 111Q: 3 clusters Score -7775994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7775985.000000 Penalty: 5302.132324
	Iteration 112Q: 3 clusters Score -7775985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -7775980.500000 Penalty: 5302.132324
	Iteration 113Q: 3 clusters Score -7775980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7775974.500000 Penalty: 5302.132324
	Iteration 114Q: 3 clusters Score -7775974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7775983.500000 Penalty: 5302.132324
	Iteration 115Q: 3 clusters Score -7775984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7775984.000000 Penalty: 5302.132324
	Iteration 116Q: 3 clusters Score -7775984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -7775981.000000 Penalty: 5302.132324
	Iteration 117Q: 3 clusters Score -7775981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7775997.500000 Penalty: 5302.132324
	Iteration 118Q: 3 clusters Score -7775998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7775983.500000 Penalty: 5302.132324
	Iteration 119Q: 3 clusters Score -7775984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -7775988.500000 Penalty: 5302.132324
	Iteration 120F: 3 clusters Score -7775988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7775993.500000 Penalty: 5302.132324
	Iteration 121Q: 3 clusters Score -7775994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7775994.000000 Penalty: 5302.132324
	Iteration 122Q: 3 clusters Score -7775994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7775997.000000 Penalty: 5302.132324
	Iteration 123Q: 3 clusters Score -7775997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -7775999.500000 Penalty: 5302.132324
	Iteration 124Q: 3 clusters Score -7776000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -7775984.500000 Penalty: 5302.132324
	Iteration 125Q: 3 clusters Score -7775984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7775980.500000 Penalty: 5302.132324
	Iteration 126Q: 3 clusters Score -7775980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -7775983.500000 Penalty: 5302.132324
	Iteration 127Q: 3 clusters Score -7775984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7775972.000000 Penalty: 5302.132324
	Iteration 128Q: 3 clusters Score -7775972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7775973.000000 Penalty: 5302.132324
	Iteration 129Q: 3 clusters Score -7775973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7775968.000000 Penalty: 5302.132324
	Iteration 130Q: 3 clusters Score -7775968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -7775967.500000 Penalty: 5302.132324
	Iteration 131Q: 3 clusters Score -7775968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7775962.000000 Penalty: 5302.132324
	Iteration 132Q: 3 clusters Score -7775962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -7775975.000000 Penalty: 5302.132324
	Iteration 133Q: 3 clusters Score -7775975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7775985.500000 Penalty: 5302.132324
	Iteration 134Q: 3 clusters Score -7775986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -7775986.000000 Penalty: 5302.132324
	Iteration 135Q: 3 clusters Score -7775986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7775987.000000 Penalty: 5302.132324
	Iteration 136Q: 3 clusters Score -7775987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -7775975.500000 Penalty: 5302.132324
	Iteration 137Q: 3 clusters Score -7775976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -7775985.500000 Penalty: 5302.132324
	Iteration 138Q: 3 clusters Score -7775986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -7775985.000000 Penalty: 5302.132324
	Iteration 139Q: 3 clusters Score -7775985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7775989.500000 Penalty: 5302.132324
	Iteration 140F: 3 clusters Score -7775990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -7775996.500000 Penalty: 5302.132324
	Iteration 141Q: 3 clusters Score -7775996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7775984.500000 Penalty: 5302.132324
	Iteration 142Q: 3 clusters Score -7775984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7775992.500000 Penalty: 5302.132324
	Iteration 143Q: 3 clusters Score -7775992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7775992.000000 Penalty: 5302.132324
	Iteration 144Q: 3 clusters Score -7775992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7775988.500000 Penalty: 5302.132324
	Iteration 145Q: 3 clusters Score -7775988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7775988.000000 Penalty: 5302.132324
	Iteration 146Q: 3 clusters Score -7775988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7775988.000000 Penalty: 5302.132324
	Iteration 147F: 3 clusters Score -7775988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Entering Unmasked Estep 
Score: -4103440.250000 Penalty: 2463.299316
	Iteration 0F: 2 clusters Score -4103440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4092608.250000 Penalty: 4926.598633
	Iteration 0F: 3 clusters Score -4092608 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4097637.750000 Penalty: 4926.598633
	Iteration 1F: 3 clusters Score -4097638 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4098059.250000 Penalty: 4926.598633
	Iteration 2F: 3 clusters Score -4098059 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4098408.750000 Penalty: 4926.598633
	Iteration 3Q: 3 clusters Score -4098409 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4098655.000000 Penalty: 4926.598633
	Iteration 4Q: 3 clusters Score -4098655 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4098902.500000 Penalty: 4926.598633
	Iteration 5Q: 3 clusters Score -4098902 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4099162.000000 Penalty: 4926.598633
	Iteration 6Q: 3 clusters Score -4099162 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -4099465.500000 Penalty: 4926.598633
	Iteration 7Q: 3 clusters Score -4099466 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -4099866.750000 Penalty: 4926.598633
	Iteration 8Q: 3 clusters Score -4099867 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4100409.000000 Penalty: 4926.598633
	Iteration 9Q: 3 clusters Score -4100409 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4100999.750000 Penalty: 4926.598633
	Iteration 10Q: 3 clusters Score -4101000 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4101502.000000 Penalty: 4926.598633
	Iteration 11Q: 3 clusters Score -4101502 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4101981.000000 Penalty: 4926.598633
	Iteration 12Q: 3 clusters Score -4101981 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4102380.000000 Penalty: 4926.598633
	Iteration 13Q: 3 clusters Score -4102380 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4102637.000000 Penalty: 4926.598633
	Iteration 14Q: 3 clusters Score -4102637 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4102717.000000 Penalty: 4926.598633
	Iteration 15Q: 3 clusters Score -4102717 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4102729.250000 Penalty: 4926.598633
	Iteration 16Q: 3 clusters Score -4102729 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4102706.250000 Penalty: 4926.598633
	Iteration 17Q: 3 clusters Score -4102706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4102645.250000 Penalty: 4926.598633
	Iteration 18Q: 3 clusters Score -4102645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4102600.000000 Penalty: 4926.598633
	Iteration 19Q: 3 clusters Score -4102600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4102534.250000 Penalty: 4926.598633
	Iteration 20F: 3 clusters Score -4102534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4102465.000000 Penalty: 4926.598633
	Iteration 21Q: 3 clusters Score -4102465 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4102397.000000 Penalty: 4926.598633
	Iteration 22Q: 3 clusters Score -4102397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4102325.250000 Penalty: 4926.598633
	Iteration 23Q: 3 clusters Score -4102325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -4102303.250000 Penalty: 4926.598633
	Iteration 24Q: 3 clusters Score -4102303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4102268.000000 Penalty: 4926.598633
	Iteration 25Q: 3 clusters Score -4102268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4102258.750000 Penalty: 4926.598633
	Iteration 26Q: 3 clusters Score -4102259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4102243.500000 Penalty: 4926.598633
	Iteration 27Q: 3 clusters Score -4102244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4102228.250000 Penalty: 4926.598633
	Iteration 28Q: 3 clusters Score -4102228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4102214.250000 Penalty: 4926.598633
	Iteration 29Q: 3 clusters Score -4102214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4102206.750000 Penalty: 4926.598633
	Iteration 30Q: 3 clusters Score -4102207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -4102200.000000 Penalty: 4926.598633
	Iteration 31Q: 3 clusters Score -4102200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4102190.500000 Penalty: 4926.598633
	Iteration 32Q: 3 clusters Score -4102190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4102187.500000 Penalty: 4926.598633
	Iteration 33Q: 3 clusters Score -4102188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4102184.250000 Penalty: 4926.598633
	Iteration 34Q: 3 clusters Score -4102184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4102171.250000 Penalty: 4926.598633
	Iteration 35Q: 3 clusters Score -4102171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4102173.750000 Penalty: 4926.598633
	Iteration 36Q: 3 clusters Score -4102174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4102178.750000 Penalty: 4926.598633
	Iteration 37Q: 3 clusters Score -4102179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4102169.000000 Penalty: 4926.598633
	Iteration 38Q: 3 clusters Score -4102169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4102165.000000 Penalty: 4926.598633
	Iteration 39Q: 3 clusters Score -4102165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4102160.500000 Penalty: 4926.598633
	Iteration 40F: 3 clusters Score -4102160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4102153.750000 Penalty: 4926.598633
	Iteration 41Q: 3 clusters Score -4102154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4102149.750000 Penalty: 4926.598633
	Iteration 42Q: 3 clusters Score -4102150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4102147.500000 Penalty: 4926.598633
	Iteration 43Q: 3 clusters Score -4102148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4102143.750000 Penalty: 4926.598633
	Iteration 44Q: 3 clusters Score -4102144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4102143.750000 Penalty: 4926.598633
	Iteration 45Q: 3 clusters Score -4102144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4102137.500000 Penalty: 4926.598633
	Iteration 46Q: 3 clusters Score -4102138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4102140.250000 Penalty: 4926.598633
	Iteration 47Q: 3 clusters Score -4102140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4102138.000000 Penalty: 4926.598633
	Iteration 48Q: 3 clusters Score -4102138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4102137.000000 Penalty: 4926.598633
	Iteration 49Q: 3 clusters Score -4102137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4102134.250000 Penalty: 4926.598633
	Iteration 50Q: 3 clusters Score -4102134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4102129.000000 Penalty: 4926.598633
	Iteration 51Q: 3 clusters Score -4102129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4102129.250000 Penalty: 4926.598633
	Iteration 52Q: 3 clusters Score -4102129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4102135.750000 Penalty: 4926.598633
	Iteration 53Q: 3 clusters Score -4102136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4102132.500000 Penalty: 4926.598633
	Iteration 54Q: 3 clusters Score -4102132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4102132.500000 Penalty: 4926.598633
	Iteration 55F: 3 clusters Score -4102132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Entering Unmasked Estep 
Score: -4894591.500000 Penalty: 2522.320557
	Iteration 0F: 2 clusters Score -4894592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4877562.000000 Penalty: 5044.641113
	Iteration 0F: 3 clusters Score -4877562 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -4883759.000000 Penalty: 5044.641113
	Iteration 1F: 3 clusters Score -4883759 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4884108.500000 Penalty: 5044.641113
	Iteration 2Q: 3 clusters Score -4884108 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4884455.000000 Penalty: 5044.641113
	Iteration 3Q: 3 clusters Score -4884455 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4884758.000000 Penalty: 5044.641113
	Iteration 4Q: 3 clusters Score -4884758 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -4885126.000000 Penalty: 5044.641113
	Iteration 5Q: 3 clusters Score -4885126 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4885560.000000 Penalty: 5044.641113
	Iteration 6Q: 3 clusters Score -4885560 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -4886059.000000 Penalty: 5044.641113
	Iteration 7Q: 3 clusters Score -4886059 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4886693.500000 Penalty: 5044.641113
	Iteration 8Q: 3 clusters Score -4886694 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4887434.000000 Penalty: 5044.641113
	Iteration 9F: 3 clusters Score -4887434 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4888215.500000 Penalty: 5044.641113
	Iteration 10F: 3 clusters Score -4888216 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4889101.000000 Penalty: 5044.641113
	Iteration 11F: 3 clusters Score -4889101 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4889980.500000 Penalty: 5044.641113
	Iteration 12F: 3 clusters Score -4889980 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4890691.000000 Penalty: 5044.641113
	Iteration 13Q: 3 clusters Score -4890691 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -4891269.500000 Penalty: 5044.641113
	Iteration 14Q: 3 clusters Score -4891270 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4891619.500000 Penalty: 5044.641113
	Iteration 15Q: 3 clusters Score -4891620 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4891865.000000 Penalty: 5044.641113
	Iteration 16Q: 3 clusters Score -4891865 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4892027.500000 Penalty: 5044.641113
	Iteration 17Q: 3 clusters Score -4892028 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4892143.500000 Penalty: 5044.641113
	Iteration 18Q: 3 clusters Score -4892144 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4892256.000000 Penalty: 5044.641113
	Iteration 19Q: 3 clusters Score -4892256 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4892307.000000 Penalty: 5044.641113
	Iteration 20F: 3 clusters Score -4892307 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -4892365.500000 Penalty: 5044.641113
	Iteration 21Q: 3 clusters Score -4892366 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4892410.500000 Penalty: 5044.641113
	Iteration 22Q: 3 clusters Score -4892410 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4892485.500000 Penalty: 5044.641113
	Iteration 23Q: 3 clusters Score -4892486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4892558.500000 Penalty: 5044.641113
	Iteration 24Q: 3 clusters Score -4892558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4892602.500000 Penalty: 5044.641113
	Iteration 25Q: 3 clusters Score -4892602 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -4892626.000000 Penalty: 5044.641113
	Iteration 26Q: 3 clusters Score -4892626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4892675.500000 Penalty: 5044.641113
	Iteration 27Q: 3 clusters Score -4892676 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4892699.500000 Penalty: 5044.641113
	Iteration 28Q: 3 clusters Score -4892700 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4892718.500000 Penalty: 5044.641113
	Iteration 29Q: 3 clusters Score -4892718 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4892739.000000 Penalty: 5044.641113
	Iteration 30Q: 3 clusters Score -4892739 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4892789.500000 Penalty: 5044.641113
	Iteration 31Q: 3 clusters Score -4892790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4892806.000000 Penalty: 5044.641113
	Iteration 32Q: 3 clusters Score -4892806 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4892839.000000 Penalty: 5044.641113
	Iteration 33Q: 3 clusters Score -4892839 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4892839.500000 Penalty: 5044.641113
	Iteration 34Q: 3 clusters Score -4892840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4892849.500000 Penalty: 5044.641113
	Iteration 35Q: 3 clusters Score -4892850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4892881.000000 Penalty: 5044.641113
	Iteration 36Q: 3 clusters Score -4892881 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4892880.000000 Penalty: 5044.641113
	Iteration 37Q: 3 clusters Score -4892880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4892888.000000 Penalty: 5044.641113
	Iteration 38Q: 3 clusters Score -4892888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4892908.500000 Penalty: 5044.641113
	Iteration 39Q: 3 clusters Score -4892908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4892930.000000 Penalty: 5044.641113
	Iteration 40F: 3 clusters Score -4892930 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4892913.500000 Penalty: 5044.641113
	Iteration 41Q: 3 clusters Score -4892914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4892914.000000 Penalty: 5044.641113
	Iteration 42Q: 3 clusters Score -4892914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4892927.500000 Penalty: 5044.641113
	Iteration 43Q: 3 clusters Score -4892928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4892924.500000 Penalty: 5044.641113
	Iteration 44Q: 3 clusters Score -4892924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4892942.000000 Penalty: 5044.641113
	Iteration 45Q: 3 clusters Score -4892942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4892943.500000 Penalty: 5044.641113
	Iteration 46Q: 3 clusters Score -4892944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4892948.500000 Penalty: 5044.641113
	Iteration 47Q: 3 clusters Score -4892948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4892960.000000 Penalty: 5044.641113
	Iteration 48Q: 3 clusters Score -4892960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4892990.500000 Penalty: 5044.641113
	Iteration 49Q: 3 clusters Score -4892990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4892988.500000 Penalty: 5044.641113
	Iteration 50Q: 3 clusters Score -4892988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4892990.000000 Penalty: 5044.641113
	Iteration 51Q: 3 clusters Score -4892990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4892984.500000 Penalty: 5044.641113
	Iteration 52Q: 3 clusters Score -4892984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4892984.500000 Penalty: 5044.641113
	Iteration 53Q: 3 clusters Score -4892984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4892980.000000 Penalty: 5044.641113
	Iteration 54Q: 3 clusters Score -4892980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4892972.000000 Penalty: 5044.641113
	Iteration 55Q: 3 clusters Score -4892972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4892979.500000 Penalty: 5044.641113
	Iteration 56Q: 3 clusters Score -4892980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4892984.500000 Penalty: 5044.641113
	Iteration 57Q: 3 clusters Score -4892984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4892985.000000 Penalty: 5044.641113
	Iteration 58Q: 3 clusters Score -4892985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4892979.000000 Penalty: 5044.641113
	Iteration 59Q: 3 clusters Score -4892979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4892984.500000 Penalty: 5044.641113
	Iteration 60F: 3 clusters Score -4892984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4892977.000000 Penalty: 5044.641113
	Iteration 61Q: 3 clusters Score -4892977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4892972.000000 Penalty: 5044.641113
	Iteration 62Q: 3 clusters Score -4892972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4892976.000000 Penalty: 5044.641113
	Iteration 63Q: 3 clusters Score -4892976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4892972.000000 Penalty: 5044.641113
	Iteration 64Q: 3 clusters Score -4892972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4892971.000000 Penalty: 5044.641113
	Iteration 65Q: 3 clusters Score -4892971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4892973.000000 Penalty: 5044.641113
	Iteration 66Q: 3 clusters Score -4892973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 5044.641113
	Iteration 67Q: 3 clusters Score -4892974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 5044.641113
	Iteration 68Q: 3 clusters Score -4892974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 5044.641113
	Iteration 69Q: 3 clusters Score -4892974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4892972.500000 Penalty: 5044.641113
	Iteration 70Q: 3 clusters Score -4892972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4892970.500000 Penalty: 5044.641113
	Iteration 71Q: 3 clusters Score -4892970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4892969.000000 Penalty: 5044.641113
	Iteration 72Q: 3 clusters Score -4892969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4892968.000000 Penalty: 5044.641113
	Iteration 73Q: 3 clusters Score -4892968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4892964.500000 Penalty: 5044.641113
	Iteration 74Q: 3 clusters Score -4892964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4892965.500000 Penalty: 5044.641113
	Iteration 75Q: 3 clusters Score -4892966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4892968.500000 Penalty: 5044.641113
	Iteration 76Q: 3 clusters Score -4892968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4892970.000000 Penalty: 5044.641113
	Iteration 77Q: 3 clusters Score -4892970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4892968.500000 Penalty: 5044.641113
	Iteration 78Q: 3 clusters Score -4892968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4892966.000000 Penalty: 5044.641113
	Iteration 79Q: 3 clusters Score -4892966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4892965.000000 Penalty: 5044.641113
	Iteration 80F: 3 clusters Score -4892965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4892962.500000 Penalty: 5044.641113
	Iteration 81Q: 3 clusters Score -4892962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4892966.500000 Penalty: 5044.641113
	Iteration 82Q: 3 clusters Score -4892966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4892961.000000 Penalty: 5044.641113
	Iteration 83Q: 3 clusters Score -4892961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4892963.000000 Penalty: 5044.641113
	Iteration 84Q: 3 clusters Score -4892963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4892963.000000 Penalty: 5044.641113
	Iteration 85F: 3 clusters Score -4892963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80454.484375 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80454.48 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 259 members 
Entering Unmasked Estep 
Score: -79010.867188 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -79010.87 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79294.351562 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79294.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79454.859375 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -79454.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -79543.898438 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -79543.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79590.976562 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -79590.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79620.234375 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79620.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79626.570312 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79626.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79630.468750 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79630.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79647.625000 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79647.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79655.015625 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -79655.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79673.187500 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -79673.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79676.085938 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -79676.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79682.570312 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -79682.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79682.570312 Penalty: 3088.362305
	Iteration 13F: 3 clusters Score -79682.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -375681.375000 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -375681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -373003.718750 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -373003.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -373687.187500 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -373687.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -373923.406250 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -373923.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -374073.000000 Penalty: 3812.791992
	Iteration 3F: 3 clusters Score -374073 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -374214.218750 Penalty: 3812.791992
	Iteration 4F: 3 clusters Score -374214.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -374311.531250 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -374311.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -374380.000000 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -374380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -374436.812500 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -374436.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -374486.937500 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -374486.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374517.781250 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -374517.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374538.437500 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -374538.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -374555.343750 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -374555.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -374572.500000 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -374572.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -374587.437500 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -374587.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374600.312500 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -374600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -374609.781250 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -374609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -374616.343750 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -374616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -374617.406250 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -374617.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -374617.406250 Penalty: 3812.791992
	Iteration 18F: 3 clusters Score -374617.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Entering Unmasked Estep 
Score: -2355897.250000 Penalty: 2328.116211
	Iteration 0F: 2 clusters Score -2355897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2347036.250000 Penalty: 4656.232422
	Iteration 0F: 3 clusters Score -2347036 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2349684.250000 Penalty: 4656.232422
	Iteration 1F: 3 clusters Score -2349684 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2350013.500000 Penalty: 4656.232422
	Iteration 2F: 3 clusters Score -2350014 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2350259.750000 Penalty: 4656.232422
	Iteration 3F: 3 clusters Score -2350260 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2350433.750000 Penalty: 4656.232422
	Iteration 4Q: 3 clusters Score -2350434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2350552.500000 Penalty: 4656.232422
	Iteration 5Q: 3 clusters Score -2350552 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2350652.000000 Penalty: 4656.232422
	Iteration 6Q: 3 clusters Score -2350652 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2350758.000000 Penalty: 4656.232422
	Iteration 7Q: 3 clusters Score -2350758 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2350877.750000 Penalty: 4656.232422
	Iteration 8Q: 3 clusters Score -2350878 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2351005.500000 Penalty: 4656.232422
	Iteration 9Q: 3 clusters Score -2351006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2351145.000000 Penalty: 4656.232422
	Iteration 10Q: 3 clusters Score -2351145 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2351330.250000 Penalty: 4656.232422
	Iteration 11Q: 3 clusters Score -2351330 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2351572.500000 Penalty: 4656.232422
	Iteration 12Q: 3 clusters Score -2351572 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2351862.500000 Penalty: 4656.232422
	Iteration 13Q: 3 clusters Score -2351862 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2352215.250000 Penalty: 4656.232422
	Iteration 14Q: 3 clusters Score -2352215 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2352584.750000 Penalty: 4656.232422
	Iteration 15Q: 3 clusters Score -2352585 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2352901.250000 Penalty: 4656.232422
	Iteration 16Q: 3 clusters Score -2352901 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2353161.500000 Penalty: 4656.232422
	Iteration 17Q: 3 clusters Score -2353162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2353363.750000 Penalty: 4656.232422
	Iteration 18Q: 3 clusters Score -2353364 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2353502.500000 Penalty: 4656.232422
	Iteration 19Q: 3 clusters Score -2353502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2353611.750000 Penalty: 4656.232422
	Iteration 20F: 3 clusters Score -2353612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2353672.250000 Penalty: 4656.232422
	Iteration 21Q: 3 clusters Score -2353672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2353725.250000 Penalty: 4656.232422
	Iteration 22Q: 3 clusters Score -2353725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2353772.500000 Penalty: 4656.232422
	Iteration 23Q: 3 clusters Score -2353772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2353806.500000 Penalty: 4656.232422
	Iteration 24Q: 3 clusters Score -2353806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2353846.250000 Penalty: 4656.232422
	Iteration 25Q: 3 clusters Score -2353846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2353869.750000 Penalty: 4656.232422
	Iteration 26Q: 3 clusters Score -2353870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2353883.250000 Penalty: 4656.232422
	Iteration 27Q: 3 clusters Score -2353883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2353899.250000 Penalty: 4656.232422
	Iteration 28Q: 3 clusters Score -2353899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2353911.250000 Penalty: 4656.232422
	Iteration 29Q: 3 clusters Score -2353911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2353914.250000 Penalty: 4656.232422
	Iteration 30Q: 3 clusters Score -2353914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2353915.500000 Penalty: 4656.232422
	Iteration 31Q: 3 clusters Score -2353916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2353917.500000 Penalty: 4656.232422
	Iteration 32Q: 3 clusters Score -2353918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2353917.500000 Penalty: 4656.232422
	Iteration 33F: 3 clusters Score -2353918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Entering Unmasked Estep 
Score: -7260413.500000 Penalty: 2619.790771
	Iteration 0F: 2 clusters Score -7260414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -7239890.000000 Penalty: 5239.581543
	Iteration 0F: 3 clusters Score -7239890 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7249787.500000 Penalty: 5239.581543
	Iteration 1F: 3 clusters Score -7249788 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7250315.500000 Penalty: 5239.581543
	Iteration 2Q: 3 clusters Score -7250316 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -7250860.000000 Penalty: 5239.581543
	Iteration 3Q: 3 clusters Score -7250860 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -7251420.500000 Penalty: 5239.581543
	Iteration 4Q: 3 clusters Score -7251420 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -7252080.000000 Penalty: 5239.581543
	Iteration 5Q: 3 clusters Score -7252080 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -7252817.000000 Penalty: 5239.581543
	Iteration 6Q: 3 clusters Score -7252817 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -7253785.000000 Penalty: 5239.581543
	Iteration 7Q: 3 clusters Score -7253785 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7255017.500000 Penalty: 5239.581543
	Iteration 8F: 3 clusters Score -7255018 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -7256521.000000 Penalty: 5239.581543
	Iteration 9F: 3 clusters Score -7256521 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7258035.500000 Penalty: 5239.581543
	Iteration 10F: 3 clusters Score -7258036 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -7258831.500000 Penalty: 5239.581543
	Iteration 11Q: 3 clusters Score -7258832 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7259090.000000 Penalty: 5239.581543
	Iteration 12Q: 3 clusters Score -7259090 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -7259293.500000 Penalty: 5239.581543
	Iteration 13Q: 3 clusters Score -7259294 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -7259358.500000 Penalty: 5239.581543
	Iteration 14Q: 3 clusters Score -7259358 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -7259445.500000 Penalty: 5239.581543
	Iteration 15Q: 3 clusters Score -7259446 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -7259508.000000 Penalty: 5239.581543
	Iteration 16Q: 3 clusters Score -7259508 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -7259557.000000 Penalty: 5239.581543
	Iteration 17Q: 3 clusters Score -7259557 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -7259594.000000 Penalty: 5239.581543
	Iteration 18Q: 3 clusters Score -7259594 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -7259588.000000 Penalty: 5239.581543
	Iteration 19Q: 3 clusters Score -7259588 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -7259618.000000 Penalty: 5239.581543
	Iteration 20F: 3 clusters Score -7259618 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -7259627.000000 Penalty: 5239.581543
	Iteration 21Q: 3 clusters Score -7259627 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -7259604.500000 Penalty: 5239.581543
	Iteration 22Q: 3 clusters Score -7259604 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -7259634.500000 Penalty: 5239.581543
	Iteration 23Q: 3 clusters Score -7259634 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -7259620.500000 Penalty: 5239.581543
	Iteration 24Q: 3 clusters Score -7259620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -7259599.000000 Penalty: 5239.581543
	Iteration 25Q: 3 clusters Score -7259599 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7259574.500000 Penalty: 5239.581543
	Iteration 26Q: 3 clusters Score -7259574 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -7259611.500000 Penalty: 5239.581543
	Iteration 27Q: 3 clusters Score -7259612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -7259601.000000 Penalty: 5239.581543
	Iteration 28Q: 3 clusters Score -7259601 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -7259617.000000 Penalty: 5239.581543
	Iteration 29Q: 3 clusters Score -7259617 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7259624.000000 Penalty: 5239.581543
	Iteration 30Q: 3 clusters Score -7259624 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -7259628.000000 Penalty: 5239.581543
	Iteration 31Q: 3 clusters Score -7259628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -7259637.500000 Penalty: 5239.581543
	Iteration 32Q: 3 clusters Score -7259638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -7259637.000000 Penalty: 5239.581543
	Iteration 33Q: 3 clusters Score -7259637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -7259625.000000 Penalty: 5239.581543
	Iteration 34Q: 3 clusters Score -7259625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -7259633.000000 Penalty: 5239.581543
	Iteration 35Q: 3 clusters Score -7259633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -7259664.000000 Penalty: 5239.581543
	Iteration 36Q: 3 clusters Score -7259664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -7259675.500000 Penalty: 5239.581543
	Iteration 37Q: 3 clusters Score -7259676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7259669.500000 Penalty: 5239.581543
	Iteration 38Q: 3 clusters Score -7259670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -7259682.500000 Penalty: 5239.581543
	Iteration 39Q: 3 clusters Score -7259682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -7259688.500000 Penalty: 5239.581543
	Iteration 40F: 3 clusters Score -7259688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7259680.500000 Penalty: 5239.581543
	Iteration 41Q: 3 clusters Score -7259680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -7259685.000000 Penalty: 5239.581543
	Iteration 42Q: 3 clusters Score -7259685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -7259687.000000 Penalty: 5239.581543
	Iteration 43Q: 3 clusters Score -7259687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -7259693.500000 Penalty: 5239.581543
	Iteration 44Q: 3 clusters Score -7259694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -7259693.000000 Penalty: 5239.581543
	Iteration 45Q: 3 clusters Score -7259693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -7259696.000000 Penalty: 5239.581543
	Iteration 46Q: 3 clusters Score -7259696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -7259677.000000 Penalty: 5239.581543
	Iteration 47Q: 3 clusters Score -7259677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -7259678.500000 Penalty: 5239.581543
	Iteration 48Q: 3 clusters Score -7259678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -7259654.000000 Penalty: 5239.581543
	Iteration 49Q: 3 clusters Score -7259654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -7259661.500000 Penalty: 5239.581543
	Iteration 50Q: 3 clusters Score -7259662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -7259668.500000 Penalty: 5239.581543
	Iteration 51Q: 3 clusters Score -7259668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -7259664.000000 Penalty: 5239.581543
	Iteration 52Q: 3 clusters Score -7259664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7259665.500000 Penalty: 5239.581543
	Iteration 53Q: 3 clusters Score -7259666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -7259671.500000 Penalty: 5239.581543
	Iteration 54Q: 3 clusters Score -7259672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7259670.500000 Penalty: 5239.581543
	Iteration 55Q: 3 clusters Score -7259670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -7259665.000000 Penalty: 5239.581543
	Iteration 56Q: 3 clusters Score -7259665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -7259667.500000 Penalty: 5239.581543
	Iteration 57Q: 3 clusters Score -7259668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -7259679.500000 Penalty: 5239.581543
	Iteration 58Q: 3 clusters Score -7259680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -7259663.000000 Penalty: 5239.581543
	Iteration 59Q: 3 clusters Score -7259663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -7259660.500000 Penalty: 5239.581543
	Iteration 60F: 3 clusters Score -7259660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -7259674.500000 Penalty: 5239.581543
	Iteration 61Q: 3 clusters Score -7259674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -7259681.000000 Penalty: 5239.581543
	Iteration 62Q: 3 clusters Score -7259681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -7259673.000000 Penalty: 5239.581543
	Iteration 63Q: 3 clusters Score -7259673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -7259674.500000 Penalty: 5239.581543
	Iteration 64Q: 3 clusters Score -7259674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -7259675.000000 Penalty: 5239.581543
	Iteration 65Q: 3 clusters Score -7259675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -7259669.000000 Penalty: 5239.581543
	Iteration 66Q: 3 clusters Score -7259669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -7259652.000000 Penalty: 5239.581543
	Iteration 67Q: 3 clusters Score -7259652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -7259656.500000 Penalty: 5239.581543
	Iteration 68Q: 3 clusters Score -7259656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -7259656.000000 Penalty: 5239.581543
	Iteration 69Q: 3 clusters Score -7259656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -7259664.000000 Penalty: 5239.581543
	Iteration 70Q: 3 clusters Score -7259664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -7259659.000000 Penalty: 5239.581543
	Iteration 71Q: 3 clusters Score -7259659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -7259659.500000 Penalty: 5239.581543
	Iteration 72Q: 3 clusters Score -7259660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -7259658.500000 Penalty: 5239.581543
	Iteration 73Q: 3 clusters Score -7259658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -7259657.500000 Penalty: 5239.581543
	Iteration 74Q: 3 clusters Score -7259658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -7259653.000000 Penalty: 5239.581543
	Iteration 75Q: 3 clusters Score -7259653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7259656.500000 Penalty: 5239.581543
	Iteration 76Q: 3 clusters Score -7259656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7259651.500000 Penalty: 5239.581543
	Iteration 77Q: 3 clusters Score -7259652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -7259661.000000 Penalty: 5239.581543
	Iteration 78Q: 3 clusters Score -7259661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7259655.500000 Penalty: 5239.581543
	Iteration 79Q: 3 clusters Score -7259656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -7259666.000000 Penalty: 5239.581543
	Iteration 80F: 3 clusters Score -7259666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7259672.000000 Penalty: 5239.581543
	Iteration 81Q: 3 clusters Score -7259672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7259665.000000 Penalty: 5239.581543
	Iteration 82Q: 3 clusters Score -7259665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -7259665.000000 Penalty: 5239.581543
	Iteration 83Q: 3 clusters Score -7259665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -7259666.000000 Penalty: 5239.581543
	Iteration 84Q: 3 clusters Score -7259666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -7259670.000000 Penalty: 5239.581543
	Iteration 85Q: 3 clusters Score -7259670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -7259667.500000 Penalty: 5239.581543
	Iteration 86Q: 3 clusters Score -7259668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7259670.500000 Penalty: 5239.581543
	Iteration 87Q: 3 clusters Score -7259670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7259668.000000 Penalty: 5239.581543
	Iteration 88Q: 3 clusters Score -7259668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -7259670.000000 Penalty: 5239.581543
	Iteration 89Q: 3 clusters Score -7259670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -7259673.500000 Penalty: 5239.581543
	Iteration 90Q: 3 clusters Score -7259674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -7259671.000000 Penalty: 5239.581543
	Iteration 91Q: 3 clusters Score -7259671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -7259668.000000 Penalty: 5239.581543
	Iteration 92Q: 3 clusters Score -7259668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -7259665.500000 Penalty: 5239.581543
	Iteration 93Q: 3 clusters Score -7259666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -7259665.500000 Penalty: 5239.581543
	Iteration 94F: 3 clusters Score -7259666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145092.796875 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -143357.546875 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143357.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143666.093750 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143666.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -143835.578125 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143835.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143974.500000 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -143974.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -144140.406250 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -144140.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -144291.390625 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -144291.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -144422.359375 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144422.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -144523.421875 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144523.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -144588.406250 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144588.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -144633.687500 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144633.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -144662.406250 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -144662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -144667.843750 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -144667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -144671.421875 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -144671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -144672.609375 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -144672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -144672.609375 Penalty: 3345.053223
	Iteration 14F: 3 clusters Score -144672.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Entering Unmasked Estep 
Score: -4372975.500000 Penalty: 2494.821777
	Iteration 0F: 2 clusters Score -4372976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4357760.000000 Penalty: 4989.643555
	Iteration 0F: 3 clusters Score -4357760 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -4363311.000000 Penalty: 4989.643555
	Iteration 1F: 3 clusters Score -4363311 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4363744.500000 Penalty: 4989.643555
	Iteration 2F: 3 clusters Score -4363744 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -4364170.000000 Penalty: 4989.643555
	Iteration 3Q: 3 clusters Score -4364170 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4364648.500000 Penalty: 4989.643555
	Iteration 4Q: 3 clusters Score -4364648 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4365131.500000 Penalty: 4989.643555
	Iteration 5Q: 3 clusters Score -4365132 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4365716.500000 Penalty: 4989.643555
	Iteration 6Q: 3 clusters Score -4365716 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -4366414.000000 Penalty: 4989.643555
	Iteration 7F: 3 clusters Score -4366414 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4367332.000000 Penalty: 4989.643555
	Iteration 8F: 3 clusters Score -4367332 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4368416.000000 Penalty: 4989.643555
	Iteration 9F: 3 clusters Score -4368416 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4369474.000000 Penalty: 4989.643555
	Iteration 10F: 3 clusters Score -4369474 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -4370107.000000 Penalty: 4989.643555
	Iteration 11Q: 3 clusters Score -4370107 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4370453.000000 Penalty: 4989.643555
	Iteration 12Q: 3 clusters Score -4370453 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4370668.500000 Penalty: 4989.643555
	Iteration 13Q: 3 clusters Score -4370668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4370833.500000 Penalty: 4989.643555
	Iteration 14Q: 3 clusters Score -4370834 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4370936.500000 Penalty: 4989.643555
	Iteration 15Q: 3 clusters Score -4370936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4371012.500000 Penalty: 4989.643555
	Iteration 16Q: 3 clusters Score -4371012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4371087.500000 Penalty: 4989.643555
	Iteration 17Q: 3 clusters Score -4371088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4371140.000000 Penalty: 4989.643555
	Iteration 18Q: 3 clusters Score -4371140 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4371198.500000 Penalty: 4989.643555
	Iteration 19Q: 3 clusters Score -4371198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4371221.500000 Penalty: 4989.643555
	Iteration 20F: 3 clusters Score -4371222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4371238.000000 Penalty: 4989.643555
	Iteration 21Q: 3 clusters Score -4371238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4371278.500000 Penalty: 4989.643555
	Iteration 22Q: 3 clusters Score -4371278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4371304.500000 Penalty: 4989.643555
	Iteration 23Q: 3 clusters Score -4371304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4371309.500000 Penalty: 4989.643555
	Iteration 24Q: 3 clusters Score -4371310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4371329.500000 Penalty: 4989.643555
	Iteration 25Q: 3 clusters Score -4371330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4371353.500000 Penalty: 4989.643555
	Iteration 26Q: 3 clusters Score -4371354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4371343.500000 Penalty: 4989.643555
	Iteration 27Q: 3 clusters Score -4371344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4371352.000000 Penalty: 4989.643555
	Iteration 28Q: 3 clusters Score -4371352 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4371368.000000 Penalty: 4989.643555
	Iteration 29Q: 3 clusters Score -4371368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4371369.500000 Penalty: 4989.643555
	Iteration 30Q: 3 clusters Score -4371370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4371376.000000 Penalty: 4989.643555
	Iteration 31Q: 3 clusters Score -4371376 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4371364.000000 Penalty: 4989.643555
	Iteration 32Q: 3 clusters Score -4371364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4371350.500000 Penalty: 4989.643555
	Iteration 33Q: 3 clusters Score -4371350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4371335.000000 Penalty: 4989.643555
	Iteration 34Q: 3 clusters Score -4371335 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4371330.500000 Penalty: 4989.643555
	Iteration 35Q: 3 clusters Score -4371330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4371298.000000 Penalty: 4989.643555
	Iteration 36Q: 3 clusters Score -4371298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4371284.500000 Penalty: 4989.643555
	Iteration 37Q: 3 clusters Score -4371284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4371274.000000 Penalty: 4989.643555
	Iteration 38Q: 3 clusters Score -4371274 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4371227.500000 Penalty: 4989.643555
	Iteration 39Q: 3 clusters Score -4371228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4371190.500000 Penalty: 4989.643555
	Iteration 40F: 3 clusters Score -4371190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4371185.000000 Penalty: 4989.643555
	Iteration 41Q: 3 clusters Score -4371185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4371185.500000 Penalty: 4989.643555
	Iteration 42Q: 3 clusters Score -4371186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4371164.000000 Penalty: 4989.643555
	Iteration 43Q: 3 clusters Score -4371164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4371155.000000 Penalty: 4989.643555
	Iteration 44Q: 3 clusters Score -4371155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4371151.000000 Penalty: 4989.643555
	Iteration 45Q: 3 clusters Score -4371151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4371140.500000 Penalty: 4989.643555
	Iteration 46Q: 3 clusters Score -4371140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4371128.000000 Penalty: 4989.643555
	Iteration 47Q: 3 clusters Score -4371128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4371126.000000 Penalty: 4989.643555
	Iteration 48Q: 3 clusters Score -4371126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4371144.000000 Penalty: 4989.643555
	Iteration 49Q: 3 clusters Score -4371144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4371147.500000 Penalty: 4989.643555
	Iteration 50Q: 3 clusters Score -4371148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4371148.500000 Penalty: 4989.643555
	Iteration 51Q: 3 clusters Score -4371148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4371149.500000 Penalty: 4989.643555
	Iteration 52Q: 3 clusters Score -4371150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4371141.500000 Penalty: 4989.643555
	Iteration 53Q: 3 clusters Score -4371142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4371140.500000 Penalty: 4989.643555
	Iteration 54Q: 3 clusters Score -4371140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4371145.500000 Penalty: 4989.643555
	Iteration 55Q: 3 clusters Score -4371146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4371142.500000 Penalty: 4989.643555
	Iteration 56Q: 3 clusters Score -4371142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4371138.000000 Penalty: 4989.643555
	Iteration 57Q: 3 clusters Score -4371138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4371137.000000 Penalty: 4989.643555
	Iteration 58Q: 3 clusters Score -4371137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4371134.500000 Penalty: 4989.643555
	Iteration 59Q: 3 clusters Score -4371134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4371141.000000 Penalty: 4989.643555
	Iteration 60F: 3 clusters Score -4371141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4371137.500000 Penalty: 4989.643555
	Iteration 61Q: 3 clusters Score -4371138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4371137.500000 Penalty: 4989.643555
	Iteration 62Q: 3 clusters Score -4371138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4371141.000000 Penalty: 4989.643555
	Iteration 63Q: 3 clusters Score -4371141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4371141.000000 Penalty: 4989.643555
	Iteration 64Q: 3 clusters Score -4371141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4371135.000000 Penalty: 4989.643555
	Iteration 65Q: 3 clusters Score -4371135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4371144.000000 Penalty: 4989.643555
	Iteration 66Q: 3 clusters Score -4371144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4371143.000000 Penalty: 4989.643555
	Iteration 67Q: 3 clusters Score -4371143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4371144.000000 Penalty: 4989.643555
	Iteration 68Q: 3 clusters Score -4371144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4371141.000000 Penalty: 4989.643555
	Iteration 69Q: 3 clusters Score -4371141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4371138.000000 Penalty: 4989.643555
	Iteration 70Q: 3 clusters Score -4371138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4371134.000000 Penalty: 4989.643555
	Iteration 71Q: 3 clusters Score -4371134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4371130.500000 Penalty: 4989.643555
	Iteration 72Q: 3 clusters Score -4371130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4371133.500000 Penalty: 4989.643555
	Iteration 73Q: 3 clusters Score -4371134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4371133.500000 Penalty: 4989.643555
	Iteration 74Q: 3 clusters Score -4371134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4371135.500000 Penalty: 4989.643555
	Iteration 75Q: 3 clusters Score -4371136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4371140.000000 Penalty: 4989.643555
	Iteration 76Q: 3 clusters Score -4371140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4371142.500000 Penalty: 4989.643555
	Iteration 77Q: 3 clusters Score -4371142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4371142.500000 Penalty: 4989.643555
	Iteration 78F: 3 clusters Score -4371142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Entering Unmasked Estep 
Score: -3887721.250000 Penalty: 2465.851074
	Iteration 0F: 2 clusters Score -3887721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3873898.000000 Penalty: 4931.702148
	Iteration 0F: 3 clusters Score -3873898 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3878731.750000 Penalty: 4931.702148
	Iteration 1F: 3 clusters Score -3878732 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3879078.500000 Penalty: 4931.702148
	Iteration 2F: 3 clusters Score -3879078 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3879360.500000 Penalty: 4931.702148
	Iteration 3Q: 3 clusters Score -3879360 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3879559.500000 Penalty: 4931.702148
	Iteration 4Q: 3 clusters Score -3879560 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3879734.500000 Penalty: 4931.702148
	Iteration 5Q: 3 clusters Score -3879734 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3879890.250000 Penalty: 4931.702148
	Iteration 6Q: 3 clusters Score -3879890 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3880003.000000 Penalty: 4931.702148
	Iteration 7Q: 3 clusters Score -3880003 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3880131.000000 Penalty: 4931.702148
	Iteration 8Q: 3 clusters Score -3880131 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3880264.750000 Penalty: 4931.702148
	Iteration 9Q: 3 clusters Score -3880265 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3880403.750000 Penalty: 4931.702148
	Iteration 10Q: 3 clusters Score -3880404 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3880566.500000 Penalty: 4931.702148
	Iteration 11Q: 3 clusters Score -3880566 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3880778.000000 Penalty: 4931.702148
	Iteration 12Q: 3 clusters Score -3880778 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3881035.750000 Penalty: 4931.702148
	Iteration 13Q: 3 clusters Score -3881036 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3881402.750000 Penalty: 4931.702148
	Iteration 14Q: 3 clusters Score -3881403 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3881863.750000 Penalty: 4931.702148
	Iteration 15Q: 3 clusters Score -3881864 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3882388.500000 Penalty: 4931.702148
	Iteration 16Q: 3 clusters Score -3882388 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3882925.500000 Penalty: 4931.702148
	Iteration 17Q: 3 clusters Score -3882926 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3883482.750000 Penalty: 4931.702148
	Iteration 18Q: 3 clusters Score -3883483 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3884021.000000 Penalty: 4931.702148
	Iteration 19Q: 3 clusters Score -3884021 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3884438.750000 Penalty: 4931.702148
	Iteration 20F: 3 clusters Score -3884439 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3884726.750000 Penalty: 4931.702148
	Iteration 21Q: 3 clusters Score -3884727 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3884924.750000 Penalty: 4931.702148
	Iteration 22Q: 3 clusters Score -3884925 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3885053.250000 Penalty: 4931.702148
	Iteration 23Q: 3 clusters Score -3885053 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3885183.500000 Penalty: 4931.702148
	Iteration 24Q: 3 clusters Score -3885184 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3885270.750000 Penalty: 4931.702148
	Iteration 25Q: 3 clusters Score -3885271 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3885359.000000 Penalty: 4931.702148
	Iteration 26Q: 3 clusters Score -3885359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3885435.250000 Penalty: 4931.702148
	Iteration 27Q: 3 clusters Score -3885435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3885487.750000 Penalty: 4931.702148
	Iteration 28Q: 3 clusters Score -3885488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3885519.750000 Penalty: 4931.702148
	Iteration 29Q: 3 clusters Score -3885520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3885540.000000 Penalty: 4931.702148
	Iteration 30Q: 3 clusters Score -3885540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3885559.500000 Penalty: 4931.702148
	Iteration 31Q: 3 clusters Score -3885560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3885575.250000 Penalty: 4931.702148
	Iteration 32Q: 3 clusters Score -3885575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3885586.250000 Penalty: 4931.702148
	Iteration 33Q: 3 clusters Score -3885586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3885590.500000 Penalty: 4931.702148
	Iteration 34Q: 3 clusters Score -3885590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3885598.750000 Penalty: 4931.702148
	Iteration 35Q: 3 clusters Score -3885599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3885609.750000 Penalty: 4931.702148
	Iteration 36Q: 3 clusters Score -3885610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3885611.000000 Penalty: 4931.702148
	Iteration 37Q: 3 clusters Score -3885611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3885616.000000 Penalty: 4931.702148
	Iteration 38Q: 3 clusters Score -3885616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3885615.250000 Penalty: 4931.702148
	Iteration 39Q: 3 clusters Score -3885615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3885615.750000 Penalty: 4931.702148
	Iteration 40F: 3 clusters Score -3885616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Entering Unmasked Estep 
Score: -724567.562500 Penalty: 2036.515137
	Iteration 0F: 2 clusters Score -724567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -720819.000000 Penalty: 4073.030273
	Iteration 0F: 3 clusters Score -720819 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -721559.375000 Penalty: 4073.030273
	Iteration 1F: 3 clusters Score -721559.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -721739.750000 Penalty: 4073.030273
	Iteration 2F: 3 clusters Score -721739.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -721856.375000 Penalty: 4073.030273
	Iteration 3Q: 3 clusters Score -721856.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -721939.437500 Penalty: 4073.030273
	Iteration 4Q: 3 clusters Score -721939.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -722002.500000 Penalty: 4073.030273
	Iteration 5Q: 3 clusters Score -722002.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -722057.375000 Penalty: 4073.030273
	Iteration 6Q: 3 clusters Score -722057.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -722105.125000 Penalty: 4073.030273
	Iteration 7Q: 3 clusters Score -722105.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -722139.750000 Penalty: 4073.030273
	Iteration 8Q: 3 clusters Score -722139.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -722163.437500 Penalty: 4073.030273
	Iteration 9Q: 3 clusters Score -722163.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -722181.562500 Penalty: 4073.030273
	Iteration 10Q: 3 clusters Score -722181.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -722193.375000 Penalty: 4073.030273
	Iteration 11Q: 3 clusters Score -722193.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -722201.125000 Penalty: 4073.030273
	Iteration 12Q: 3 clusters Score -722201.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -722207.312500 Penalty: 4073.030273
	Iteration 13Q: 3 clusters Score -722207.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -722211.312500 Penalty: 4073.030273
	Iteration 14Q: 3 clusters Score -722211.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -722217.000000 Penalty: 4073.030273
	Iteration 15Q: 3 clusters Score -722217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -722223.187500 Penalty: 4073.030273
	Iteration 16Q: 3 clusters Score -722223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -722226.687500 Penalty: 4073.030273
	Iteration 17Q: 3 clusters Score -722226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -722229.375000 Penalty: 4073.030273
	Iteration 18Q: 3 clusters Score -722229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -722231.000000 Penalty: 4073.030273
	Iteration 19Q: 3 clusters Score -722231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -722233.937500 Penalty: 4073.030273
	Iteration 20F: 3 clusters Score -722233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -722236.875000 Penalty: 4073.030273
	Iteration 21Q: 3 clusters Score -722236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -722238.750000 Penalty: 4073.030273
	Iteration 22Q: 3 clusters Score -722238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -722241.437500 Penalty: 4073.030273
	Iteration 23Q: 3 clusters Score -722241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -722242.625000 Penalty: 4073.030273
	Iteration 24Q: 3 clusters Score -722242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -722242.500000 Penalty: 4073.030273
	Iteration 25Q: 3 clusters Score -722242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -722243.937500 Penalty: 4073.030273
	Iteration 26Q: 3 clusters Score -722243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -722243.437500 Penalty: 4073.030273
	Iteration 27Q: 3 clusters Score -722243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -722244.875000 Penalty: 4073.030273
	Iteration 28Q: 3 clusters Score -722244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -722246.812500 Penalty: 4073.030273
	Iteration 29Q: 3 clusters Score -722246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -722248.125000 Penalty: 4073.030273
	Iteration 30Q: 3 clusters Score -722248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -722250.750000 Penalty: 4073.030273
	Iteration 31Q: 3 clusters Score -722250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -722252.937500 Penalty: 4073.030273
	Iteration 32Q: 3 clusters Score -722252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -722254.937500 Penalty: 4073.030273
	Iteration 33Q: 3 clusters Score -722254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -722257.812500 Penalty: 4073.030273
	Iteration 34Q: 3 clusters Score -722257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -722259.562500 Penalty: 4073.030273
	Iteration 35Q: 3 clusters Score -722259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -722261.875000 Penalty: 4073.030273
	Iteration 36Q: 3 clusters Score -722261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -722261.312500 Penalty: 4073.030273
	Iteration 37Q: 3 clusters Score -722261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -722264.187500 Penalty: 4073.030273
	Iteration 38Q: 3 clusters Score -722264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -722265.437500 Penalty: 4073.030273
	Iteration 39Q: 3 clusters Score -722265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -722265.875000 Penalty: 4073.030273
	Iteration 40F: 3 clusters Score -722265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -722266.687500 Penalty: 4073.030273
	Iteration 41Q: 3 clusters Score -722266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -722266.625000 Penalty: 4073.030273
	Iteration 42Q: 3 clusters Score -722266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -722266.625000 Penalty: 4073.030273
	Iteration 43F: 3 clusters Score -722266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175156.078125 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175156.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -175480.484375 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175480.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175591.515625 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175591.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -175661.703125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175661.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -175716.281250 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175716.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -175836.906250 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175836.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -175931.328125 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175931.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -175968.984375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175988.718750 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176012.171875 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -176035.875000 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176056.546875 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176078.156250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -176101.187500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176101.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -176129.656250 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -176156.171875 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -176202.203125 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176202.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -176278.562500 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176278.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -176348.984375 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -176417.296875 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -176497.546875 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176497.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176647.406250 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -176647.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -176968.046875 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -176968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -177157.515625 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -177157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -177198.796875 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -177198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -177244.015625 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -177244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -177263.250000 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -177263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -177274.437500 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -177274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -177277.671875 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -177277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -177277.671875 Penalty: 3438.010010
	Iteration 29F: 3 clusters Score -177277.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 43905 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 13 contains 38703 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 21511 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17446 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 16583 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 27302 members 
Mstep: Class 27 contains 20885 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 22188 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13028 members 
Mstep: Class 34 contains 7938 members 
Mstep: Class 35 contains 2703 members 
Mstep: Class 36 contains 19361 members 
Mstep: Class 37 contains 13942 members 
Mstep: Class 38 contains 367 members 
Entering Unmasked Estep 
Score: -87193976.000000 Penalty: 123093.132812
Splitting cluster 18 changes total score from -87196576.000000 to -87193976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (21511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Entering Unmasked Estep 
Score: -4022913.500000 Penalty: 2474.127197
	Iteration 0F: 2 clusters Score -4022914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4008923.500000 Penalty: 4948.254395
	Iteration 0F: 3 clusters Score -4008924 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4014001.250000 Penalty: 4948.254395
	Iteration 1F: 3 clusters Score -4014001 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4014349.500000 Penalty: 4948.254395
	Iteration 2Q: 3 clusters Score -4014350 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4014660.250000 Penalty: 4948.254395
	Iteration 3Q: 3 clusters Score -4014660 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4014900.250000 Penalty: 4948.254395
	Iteration 4Q: 3 clusters Score -4014900 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4015130.500000 Penalty: 4948.254395
	Iteration 5Q: 3 clusters Score -4015130 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4015348.500000 Penalty: 4948.254395
	Iteration 6Q: 3 clusters Score -4015348 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4015536.500000 Penalty: 4948.254395
	Iteration 7Q: 3 clusters Score -4015536 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4015717.250000 Penalty: 4948.254395
	Iteration 8Q: 3 clusters Score -4015717 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4015917.500000 Penalty: 4948.254395
	Iteration 9Q: 3 clusters Score -4015918 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4016178.250000 Penalty: 4948.254395
	Iteration 10Q: 3 clusters Score -4016178 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4016486.750000 Penalty: 4948.254395
	Iteration 11Q: 3 clusters Score -4016487 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4016856.500000 Penalty: 4948.254395
	Iteration 12Q: 3 clusters Score -4016856 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4017271.500000 Penalty: 4948.254395
	Iteration 13Q: 3 clusters Score -4017272 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4017669.000000 Penalty: 4948.254395
	Iteration 14Q: 3 clusters Score -4017669 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4018017.500000 Penalty: 4948.254395
	Iteration 15Q: 3 clusters Score -4018018 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4018245.000000 Penalty: 4948.254395
	Iteration 16Q: 3 clusters Score -4018245 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4018378.000000 Penalty: 4948.254395
	Iteration 17Q: 3 clusters Score -4018378 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4018457.000000 Penalty: 4948.254395
	Iteration 18Q: 3 clusters Score -4018457 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4018506.750000 Penalty: 4948.254395
	Iteration 19Q: 3 clusters Score -4018507 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4018535.500000 Penalty: 4948.254395
	Iteration 20F: 3 clusters Score -4018536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4018546.250000 Penalty: 4948.254395
	Iteration 21Q: 3 clusters Score -4018546 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4018574.500000 Penalty: 4948.254395
	Iteration 22Q: 3 clusters Score -4018574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4018593.250000 Penalty: 4948.254395
	Iteration 23Q: 3 clusters Score -4018593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4018616.000000 Penalty: 4948.254395
	Iteration 24Q: 3 clusters Score -4018616 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4018641.750000 Penalty: 4948.254395
	Iteration 25Q: 3 clusters Score -4018642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4018671.000000 Penalty: 4948.254395
	Iteration 26Q: 3 clusters Score -4018671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4018703.500000 Penalty: 4948.254395
	Iteration 27Q: 3 clusters Score -4018704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4018724.500000 Penalty: 4948.254395
	Iteration 28Q: 3 clusters Score -4018724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4018740.750000 Penalty: 4948.254395
	Iteration 29Q: 3 clusters Score -4018741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4018742.750000 Penalty: 4948.254395
	Iteration 30Q: 3 clusters Score -4018743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4018762.250000 Penalty: 4948.254395
	Iteration 31Q: 3 clusters Score -4018762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4018787.750000 Penalty: 4948.254395
	Iteration 32Q: 3 clusters Score -4018788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4018802.750000 Penalty: 4948.254395
	Iteration 33Q: 3 clusters Score -4018803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4018820.750000 Penalty: 4948.254395
	Iteration 34Q: 3 clusters Score -4018821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4018829.500000 Penalty: 4948.254395
	Iteration 35Q: 3 clusters Score -4018830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4018837.500000 Penalty: 4948.254395
	Iteration 36Q: 3 clusters Score -4018838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4018845.250000 Penalty: 4948.254395
	Iteration 37Q: 3 clusters Score -4018845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4018859.250000 Penalty: 4948.254395
	Iteration 38Q: 3 clusters Score -4018859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4018860.000000 Penalty: 4948.254395
	Iteration 39Q: 3 clusters Score -4018860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4018870.000000 Penalty: 4948.254395
	Iteration 40F: 3 clusters Score -4018870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4018882.500000 Penalty: 4948.254395
	Iteration 41Q: 3 clusters Score -4018882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4018880.000000 Penalty: 4948.254395
	Iteration 42Q: 3 clusters Score -4018880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4018887.500000 Penalty: 4948.254395
	Iteration 43Q: 3 clusters Score -4018888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4018885.500000 Penalty: 4948.254395
	Iteration 44Q: 3 clusters Score -4018886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4018902.750000 Penalty: 4948.254395
	Iteration 45Q: 3 clusters Score -4018903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4018912.250000 Penalty: 4948.254395
	Iteration 46Q: 3 clusters Score -4018912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4018909.750000 Penalty: 4948.254395
	Iteration 47Q: 3 clusters Score -4018910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4018906.750000 Penalty: 4948.254395
	Iteration 48Q: 3 clusters Score -4018907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4018910.750000 Penalty: 4948.254395
	Iteration 49Q: 3 clusters Score -4018911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4018910.000000 Penalty: 4948.254395
	Iteration 50Q: 3 clusters Score -4018910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4018912.000000 Penalty: 4948.254395
	Iteration 51Q: 3 clusters Score -4018912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4018917.250000 Penalty: 4948.254395
	Iteration 52Q: 3 clusters Score -4018917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4018917.500000 Penalty: 4948.254395
	Iteration 53Q: 3 clusters Score -4018918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4018915.500000 Penalty: 4948.254395
	Iteration 54Q: 3 clusters Score -4018916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4018916.250000 Penalty: 4948.254395
	Iteration 55Q: 3 clusters Score -4018916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4018917.250000 Penalty: 4948.254395
	Iteration 56Q: 3 clusters Score -4018917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4018916.500000 Penalty: 4948.254395
	Iteration 57Q: 3 clusters Score -4018916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4018918.000000 Penalty: 4948.254395
	Iteration 58Q: 3 clusters Score -4018918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4018915.000000 Penalty: 4948.254395
	Iteration 59Q: 3 clusters Score -4018915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4018915.500000 Penalty: 4948.254395
	Iteration 60F: 3 clusters Score -4018916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4018915.500000 Penalty: 4948.254395
	Iteration 61Q: 3 clusters Score -4018916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4018916.250000 Penalty: 4948.254395
	Iteration 62Q: 3 clusters Score -4018916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4018910.000000 Penalty: 4948.254395
	Iteration 63Q: 3 clusters Score -4018910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4018911.750000 Penalty: 4948.254395
	Iteration 64Q: 3 clusters Score -4018912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4018912.250000 Penalty: 4948.254395
	Iteration 65Q: 3 clusters Score -4018912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4018913.000000 Penalty: 4948.254395
	Iteration 66Q: 3 clusters Score -4018913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4018919.500000 Penalty: 4948.254395
	Iteration 67Q: 3 clusters Score -4018920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4018913.250000 Penalty: 4948.254395
	Iteration 68Q: 3 clusters Score -4018913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4018912.500000 Penalty: 4948.254395
	Iteration 69Q: 3 clusters Score -4018912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4018909.500000 Penalty: 4948.254395
	Iteration 70Q: 3 clusters Score -4018910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4018910.000000 Penalty: 4948.254395
	Iteration 71Q: 3 clusters Score -4018910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4018909.250000 Penalty: 4948.254395
	Iteration 72Q: 3 clusters Score -4018909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4018920.000000 Penalty: 4948.254395
	Iteration 73Q: 3 clusters Score -4018920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4018914.250000 Penalty: 4948.254395
	Iteration 74Q: 3 clusters Score -4018914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4018919.500000 Penalty: 4948.254395
	Iteration 75Q: 3 clusters Score -4018920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4018917.500000 Penalty: 4948.254395
	Iteration 76Q: 3 clusters Score -4018918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4018920.750000 Penalty: 4948.254395
	Iteration 77Q: 3 clusters Score -4018921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4018919.000000 Penalty: 4948.254395
	Iteration 78Q: 3 clusters Score -4018919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4018917.500000 Penalty: 4948.254395
	Iteration 79Q: 3 clusters Score -4018918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4018916.250000 Penalty: 4948.254395
	Iteration 80F: 3 clusters Score -4018916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4018919.250000 Penalty: 4948.254395
	Iteration 81Q: 3 clusters Score -4018919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4018920.000000 Penalty: 4948.254395
	Iteration 82Q: 3 clusters Score -4018920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4018917.250000 Penalty: 4948.254395
	Iteration 83Q: 3 clusters Score -4018917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4018915.000000 Penalty: 4948.254395
	Iteration 84Q: 3 clusters Score -4018915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4018915.250000 Penalty: 4948.254395
	Iteration 85Q: 3 clusters Score -4018915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4018914.250000 Penalty: 4948.254395
	Iteration 86Q: 3 clusters Score -4018914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4018917.250000 Penalty: 4948.254395
	Iteration 87Q: 3 clusters Score -4018917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -4018914.750000 Penalty: 4948.254395
	Iteration 88Q: 3 clusters Score -4018915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4018914.750000 Penalty: 4948.254395
	Iteration 89Q: 3 clusters Score -4018915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4018922.250000 Penalty: 4948.254395
	Iteration 90Q: 3 clusters Score -4018922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4018920.000000 Penalty: 4948.254395
	Iteration 91Q: 3 clusters Score -4018920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4018918.250000 Penalty: 4948.254395
	Iteration 92Q: 3 clusters Score -4018918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4018920.000000 Penalty: 4948.254395
	Iteration 93Q: 3 clusters Score -4018920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4018921.750000 Penalty: 4948.254395
	Iteration 94Q: 3 clusters Score -4018922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4018921.750000 Penalty: 4948.254395
	Iteration 95F: 3 clusters Score -4018922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -219509.343750 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -219509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -217473.281250 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -217473.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -217950.453125 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -217950.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -218241.062500 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -218241.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -218496.343750 Penalty: 3512.944092
	Iteration 3F: 3 clusters Score -218496.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -218646.218750 Penalty: 3512.944092
	Iteration 4F: 3 clusters Score -218646.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -218736.218750 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -218736.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -218784.000000 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -218784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -218828.859375 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -218828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -218850.453125 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -218850.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -218880.078125 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -218880.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -218896.968750 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -218897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -218908.921875 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -218908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -218919.125000 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -218919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -218930.296875 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -218930.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -218934.937500 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -218934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -218937.312500 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -218937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -218941.546875 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -218941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -218943.375000 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -218943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -218944.781250 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -218944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -218948.078125 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -218948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -218951.234375 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -218951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -218954.500000 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -218954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -218956.609375 Penalty: 3512.944092
	Iteration 22Q: 3 clusters Score -218956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -218957.781250 Penalty: 3512.944092
	Iteration 23Q: 3 clusters Score -218957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -218957.781250 Penalty: 3512.944092
	Iteration 24F: 3 clusters Score -218957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Entering Unmasked Estep 
Score: -3476470.250000 Penalty: 2422.182617
	Iteration 0F: 2 clusters Score -3476470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3466098.500000 Penalty: 4844.365234
	Iteration 0F: 3 clusters Score -3466098 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3470130.500000 Penalty: 4844.365234
	Iteration 1F: 3 clusters Score -3470130 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3470437.250000 Penalty: 4844.365234
	Iteration 2F: 3 clusters Score -3470437 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3470645.500000 Penalty: 4844.365234
	Iteration 3Q: 3 clusters Score -3470646 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3470788.250000 Penalty: 4844.365234
	Iteration 4Q: 3 clusters Score -3470788 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3470921.000000 Penalty: 4844.365234
	Iteration 5Q: 3 clusters Score -3470921 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3471019.500000 Penalty: 4844.365234
	Iteration 6Q: 3 clusters Score -3471020 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3471102.500000 Penalty: 4844.365234
	Iteration 7Q: 3 clusters Score -3471102 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3471233.750000 Penalty: 4844.365234
	Iteration 8Q: 3 clusters Score -3471234 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3471296.250000 Penalty: 4844.365234
	Iteration 9Q: 3 clusters Score -3471296 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3471484.250000 Penalty: 4844.365234
	Iteration 10Q: 3 clusters Score -3471484 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3471690.250000 Penalty: 4844.365234
	Iteration 11Q: 3 clusters Score -3471690 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3471907.000000 Penalty: 4844.365234
	Iteration 12Q: 3 clusters Score -3471907 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3472266.250000 Penalty: 4844.365234
	Iteration 13Q: 3 clusters Score -3472266 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3472501.000000 Penalty: 4844.365234
	Iteration 14Q: 3 clusters Score -3472501 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3472749.500000 Penalty: 4844.365234
	Iteration 15Q: 3 clusters Score -3472750 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3472996.000000 Penalty: 4844.365234
	Iteration 16Q: 3 clusters Score -3472996 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3473285.000000 Penalty: 4844.365234
	Iteration 17Q: 3 clusters Score -3473285 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3473466.250000 Penalty: 4844.365234
	Iteration 18Q: 3 clusters Score -3473466 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3473571.500000 Penalty: 4844.365234
	Iteration 19Q: 3 clusters Score -3473572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3473679.000000 Penalty: 4844.365234
	Iteration 20F: 3 clusters Score -3473679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3473715.000000 Penalty: 4844.365234
	Iteration 21Q: 3 clusters Score -3473715 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3473792.500000 Penalty: 4844.365234
	Iteration 22Q: 3 clusters Score -3473792 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3473821.000000 Penalty: 4844.365234
	Iteration 23Q: 3 clusters Score -3473821 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3473873.000000 Penalty: 4844.365234
	Iteration 24Q: 3 clusters Score -3473873 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3474013.250000 Penalty: 4844.365234
	Iteration 25Q: 3 clusters Score -3474013 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3474052.500000 Penalty: 4844.365234
	Iteration 26Q: 3 clusters Score -3474052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3474133.750000 Penalty: 4844.365234
	Iteration 27Q: 3 clusters Score -3474134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3474231.750000 Penalty: 4844.365234
	Iteration 28Q: 3 clusters Score -3474232 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3474325.000000 Penalty: 4844.365234
	Iteration 29Q: 3 clusters Score -3474325 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3474392.000000 Penalty: 4844.365234
	Iteration 30Q: 3 clusters Score -3474392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3474550.250000 Penalty: 4844.365234
	Iteration 31Q: 3 clusters Score -3474550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3474639.000000 Penalty: 4844.365234
	Iteration 32Q: 3 clusters Score -3474639 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3474678.250000 Penalty: 4844.365234
	Iteration 33Q: 3 clusters Score -3474678 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3474698.500000 Penalty: 4844.365234
	Iteration 34Q: 3 clusters Score -3474698 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3474781.750000 Penalty: 4844.365234
	Iteration 35Q: 3 clusters Score -3474782 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3474831.750000 Penalty: 4844.365234
	Iteration 36Q: 3 clusters Score -3474832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3474836.250000 Penalty: 4844.365234
	Iteration 37Q: 3 clusters Score -3474836 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3474898.500000 Penalty: 4844.365234
	Iteration 38Q: 3 clusters Score -3474898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3474906.500000 Penalty: 4844.365234
	Iteration 39Q: 3 clusters Score -3474906 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3474961.000000 Penalty: 4844.365234
	Iteration 40F: 3 clusters Score -3474961 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3475099.500000 Penalty: 4844.365234
	Iteration 41Q: 3 clusters Score -3475100 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3475212.250000 Penalty: 4844.365234
	Iteration 42Q: 3 clusters Score -3475212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3475225.000000 Penalty: 4844.365234
	Iteration 43Q: 3 clusters Score -3475225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3475226.000000 Penalty: 4844.365234
	Iteration 44Q: 3 clusters Score -3475226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3475188.250000 Penalty: 4844.365234
	Iteration 45Q: 3 clusters Score -3475188 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3475238.250000 Penalty: 4844.365234
	Iteration 46Q: 3 clusters Score -3475238 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3475234.750000 Penalty: 4844.365234
	Iteration 47Q: 3 clusters Score -3475235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3475301.250000 Penalty: 4844.365234
	Iteration 48Q: 3 clusters Score -3475301 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3475313.500000 Penalty: 4844.365234
	Iteration 49Q: 3 clusters Score -3475314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3475321.500000 Penalty: 4844.365234
	Iteration 50Q: 3 clusters Score -3475322 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3475343.500000 Penalty: 4844.365234
	Iteration 51Q: 3 clusters Score -3475344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3475340.750000 Penalty: 4844.365234
	Iteration 52Q: 3 clusters Score -3475341 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3475377.000000 Penalty: 4844.365234
	Iteration 53Q: 3 clusters Score -3475377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3475421.250000 Penalty: 4844.365234
	Iteration 54Q: 3 clusters Score -3475421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3475449.250000 Penalty: 4844.365234
	Iteration 55Q: 3 clusters Score -3475449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3475433.250000 Penalty: 4844.365234
	Iteration 56Q: 3 clusters Score -3475433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3475448.000000 Penalty: 4844.365234
	Iteration 57Q: 3 clusters Score -3475448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3475441.750000 Penalty: 4844.365234
	Iteration 58Q: 3 clusters Score -3475442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3475443.250000 Penalty: 4844.365234
	Iteration 59Q: 3 clusters Score -3475443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3475448.250000 Penalty: 4844.365234
	Iteration 60F: 3 clusters Score -3475448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3475444.000000 Penalty: 4844.365234
	Iteration 61Q: 3 clusters Score -3475444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3475441.000000 Penalty: 4844.365234
	Iteration 62Q: 3 clusters Score -3475441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3475427.250000 Penalty: 4844.365234
	Iteration 63Q: 3 clusters Score -3475427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3475435.250000 Penalty: 4844.365234
	Iteration 64Q: 3 clusters Score -3475435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3475424.500000 Penalty: 4844.365234
	Iteration 65Q: 3 clusters Score -3475424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3475416.750000 Penalty: 4844.365234
	Iteration 66Q: 3 clusters Score -3475417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3475400.750000 Penalty: 4844.365234
	Iteration 67Q: 3 clusters Score -3475401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3475411.500000 Penalty: 4844.365234
	Iteration 68Q: 3 clusters Score -3475412 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3475395.250000 Penalty: 4844.365234
	Iteration 69Q: 3 clusters Score -3475395 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3475385.500000 Penalty: 4844.365234
	Iteration 70Q: 3 clusters Score -3475386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3475348.750000 Penalty: 4844.365234
	Iteration 71Q: 3 clusters Score -3475349 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3475300.500000 Penalty: 4844.365234
	Iteration 72Q: 3 clusters Score -3475300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3475267.500000 Penalty: 4844.365234
	Iteration 73Q: 3 clusters Score -3475268 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3475199.750000 Penalty: 4844.365234
	Iteration 74Q: 3 clusters Score -3475200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3475123.000000 Penalty: 4844.365234
	Iteration 75Q: 3 clusters Score -3475123 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3475060.000000 Penalty: 4844.365234
	Iteration 76Q: 3 clusters Score -3475060 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3474930.250000 Penalty: 4844.365234
	Iteration 77Q: 3 clusters Score -3474930 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3474813.250000 Penalty: 4844.365234
	Iteration 78Q: 3 clusters Score -3474813 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3474649.500000 Penalty: 4844.365234
	Iteration 79Q: 3 clusters Score -3474650 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3474608.750000 Penalty: 4844.365234
	Iteration 80F: 3 clusters Score -3474609 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3474541.250000 Penalty: 4844.365234
	Iteration 81Q: 3 clusters Score -3474541 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3474536.500000 Penalty: 4844.365234
	Iteration 82Q: 3 clusters Score -3474536 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3474489.250000 Penalty: 4844.365234
	Iteration 83Q: 3 clusters Score -3474489 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3474419.250000 Penalty: 4844.365234
	Iteration 84Q: 3 clusters Score -3474419 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3474417.250000 Penalty: 4844.365234
	Iteration 85Q: 3 clusters Score -3474417 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3474406.750000 Penalty: 4844.365234
	Iteration 86Q: 3 clusters Score -3474407 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3474415.250000 Penalty: 4844.365234
	Iteration 87Q: 3 clusters Score -3474415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3474391.000000 Penalty: 4844.365234
	Iteration 88Q: 3 clusters Score -3474391 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3474384.500000 Penalty: 4844.365234
	Iteration 89Q: 3 clusters Score -3474384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3474362.750000 Penalty: 4844.365234
	Iteration 90Q: 3 clusters Score -3474363 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3474416.250000 Penalty: 4844.365234
	Iteration 91Q: 3 clusters Score -3474416 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3474452.750000 Penalty: 4844.365234
	Iteration 92Q: 3 clusters Score -3474453 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3474490.250000 Penalty: 4844.365234
	Iteration 93Q: 3 clusters Score -3474490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3474513.500000 Penalty: 4844.365234
	Iteration 94Q: 3 clusters Score -3474514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3474564.500000 Penalty: 4844.365234
	Iteration 95Q: 3 clusters Score -3474564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3474555.750000 Penalty: 4844.365234
	Iteration 96Q: 3 clusters Score -3474556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3474568.750000 Penalty: 4844.365234
	Iteration 97Q: 3 clusters Score -3474569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3474546.000000 Penalty: 4844.365234
	Iteration 98Q: 3 clusters Score -3474546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3474566.750000 Penalty: 4844.365234
	Iteration 99Q: 3 clusters Score -3474567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3474589.750000 Penalty: 4844.365234
	Iteration 100F: 3 clusters Score -3474590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3474589.750000 Penalty: 4844.365234
	Iteration 101Q: 3 clusters Score -3474590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3474611.000000 Penalty: 4844.365234
	Iteration 102Q: 3 clusters Score -3474611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3474615.000000 Penalty: 4844.365234
	Iteration 103Q: 3 clusters Score -3474615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3474617.250000 Penalty: 4844.365234
	Iteration 104Q: 3 clusters Score -3474617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3474636.500000 Penalty: 4844.365234
	Iteration 105Q: 3 clusters Score -3474636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3474638.000000 Penalty: 4844.365234
	Iteration 106Q: 3 clusters Score -3474638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3474654.500000 Penalty: 4844.365234
	Iteration 107Q: 3 clusters Score -3474654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3474647.750000 Penalty: 4844.365234
	Iteration 108Q: 3 clusters Score -3474648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3474652.000000 Penalty: 4844.365234
	Iteration 109Q: 3 clusters Score -3474652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3474654.250000 Penalty: 4844.365234
	Iteration 110Q: 3 clusters Score -3474654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3474658.250000 Penalty: 4844.365234
	Iteration 111Q: 3 clusters Score -3474658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3474657.500000 Penalty: 4844.365234
	Iteration 112Q: 3 clusters Score -3474658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3474659.500000 Penalty: 4844.365234
	Iteration 113Q: 3 clusters Score -3474660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3474659.500000 Penalty: 4844.365234
	Iteration 114F: 3 clusters Score -3474660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17464.585938 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17464.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17633.468750 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17633.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17805.406250 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17805.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17834.656250 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17834.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17845.570312 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17845.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17845.570312 Penalty: 2507.897949
	Iteration 5F: 3 clusters Score -17845.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Entering Unmasked Estep 
Score: -902726.250000 Penalty: 2107.860107
	Iteration 0F: 2 clusters Score -902726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -898276.812500 Penalty: 4215.720215
	Iteration 0F: 3 clusters Score -898276.8 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -899392.750000 Penalty: 4215.720215
	Iteration 1F: 3 clusters Score -899392.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -899648.312500 Penalty: 4215.720215
	Iteration 2F: 3 clusters Score -899648.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -899823.312500 Penalty: 4215.720215
	Iteration 3F: 3 clusters Score -899823.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -899975.937500 Penalty: 4215.720215
	Iteration 4Q: 3 clusters Score -899975.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -900128.187500 Penalty: 4215.720215
	Iteration 5Q: 3 clusters Score -900128.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -900252.875000 Penalty: 4215.720215
	Iteration 6Q: 3 clusters Score -900252.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -900373.062500 Penalty: 4215.720215
	Iteration 7Q: 3 clusters Score -900373.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -900472.812500 Penalty: 4215.720215
	Iteration 8Q: 3 clusters Score -900472.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -900553.125000 Penalty: 4215.720215
	Iteration 9Q: 3 clusters Score -900553.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -900646.750000 Penalty: 4215.720215
	Iteration 10Q: 3 clusters Score -900646.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -900739.000000 Penalty: 4215.720215
	Iteration 11Q: 3 clusters Score -900739 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -900833.437500 Penalty: 4215.720215
	Iteration 12Q: 3 clusters Score -900833.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -900906.937500 Penalty: 4215.720215
	Iteration 13Q: 3 clusters Score -900906.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -900945.000000 Penalty: 4215.720215
	Iteration 14Q: 3 clusters Score -900945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -900966.187500 Penalty: 4215.720215
	Iteration 15Q: 3 clusters Score -900966.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -900989.250000 Penalty: 4215.720215
	Iteration 16Q: 3 clusters Score -900989.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -901008.625000 Penalty: 4215.720215
	Iteration 17Q: 3 clusters Score -901008.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -901027.875000 Penalty: 4215.720215
	Iteration 18Q: 3 clusters Score -901027.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -901042.000000 Penalty: 4215.720215
	Iteration 19Q: 3 clusters Score -901042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -901054.812500 Penalty: 4215.720215
	Iteration 20F: 3 clusters Score -901054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -901063.875000 Penalty: 4215.720215
	Iteration 21Q: 3 clusters Score -901063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -901066.687500 Penalty: 4215.720215
	Iteration 22Q: 3 clusters Score -901066.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -901071.500000 Penalty: 4215.720215
	Iteration 23Q: 3 clusters Score -901071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -901075.125000 Penalty: 4215.720215
	Iteration 24Q: 3 clusters Score -901075.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -901076.625000 Penalty: 4215.720215
	Iteration 25Q: 3 clusters Score -901076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -901081.062500 Penalty: 4215.720215
	Iteration 26Q: 3 clusters Score -901081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -901081.437500 Penalty: 4215.720215
	Iteration 27Q: 3 clusters Score -901081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -901080.937500 Penalty: 4215.720215
	Iteration 28Q: 3 clusters Score -901080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -901080.937500 Penalty: 4215.720215
	Iteration 29F: 3 clusters Score -901080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -3268379.000000 Penalty: 2409.601074
	Iteration 0F: 2 clusters Score -3268379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3256924.250000 Penalty: 4819.202148
	Iteration 0F: 3 clusters Score -3256924 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3260665.500000 Penalty: 4819.202148
	Iteration 1F: 3 clusters Score -3260666 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3260980.500000 Penalty: 4819.202148
	Iteration 2F: 3 clusters Score -3260980 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3261193.750000 Penalty: 4819.202148
	Iteration 3Q: 3 clusters Score -3261194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3261347.250000 Penalty: 4819.202148
	Iteration 4Q: 3 clusters Score -3261347 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3261454.000000 Penalty: 4819.202148
	Iteration 5Q: 3 clusters Score -3261454 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3261555.250000 Penalty: 4819.202148
	Iteration 6Q: 3 clusters Score -3261555 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3261649.000000 Penalty: 4819.202148
	Iteration 7Q: 3 clusters Score -3261649 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3261737.250000 Penalty: 4819.202148
	Iteration 8Q: 3 clusters Score -3261737 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3261835.500000 Penalty: 4819.202148
	Iteration 9Q: 3 clusters Score -3261836 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3261937.000000 Penalty: 4819.202148
	Iteration 10Q: 3 clusters Score -3261937 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3262018.250000 Penalty: 4819.202148
	Iteration 11Q: 3 clusters Score -3262018 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3262153.500000 Penalty: 4819.202148
	Iteration 12Q: 3 clusters Score -3262154 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3262334.000000 Penalty: 4819.202148
	Iteration 13Q: 3 clusters Score -3262334 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3262558.250000 Penalty: 4819.202148
	Iteration 14Q: 3 clusters Score -3262558 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3262856.750000 Penalty: 4819.202148
	Iteration 15Q: 3 clusters Score -3262857 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3263265.250000 Penalty: 4819.202148
	Iteration 16Q: 3 clusters Score -3263265 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3263777.750000 Penalty: 4819.202148
	Iteration 17Q: 3 clusters Score -3263778 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3264360.000000 Penalty: 4819.202148
	Iteration 18Q: 3 clusters Score -3264360 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3264895.500000 Penalty: 4819.202148
	Iteration 19Q: 3 clusters Score -3264896 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3265326.500000 Penalty: 4819.202148
	Iteration 20F: 3 clusters Score -3265326 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3265638.500000 Penalty: 4819.202148
	Iteration 21Q: 3 clusters Score -3265638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3265830.250000 Penalty: 4819.202148
	Iteration 22Q: 3 clusters Score -3265830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3265939.000000 Penalty: 4819.202148
	Iteration 23Q: 3 clusters Score -3265939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3265996.750000 Penalty: 4819.202148
	Iteration 24Q: 3 clusters Score -3265997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3266057.500000 Penalty: 4819.202148
	Iteration 25Q: 3 clusters Score -3266058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3266111.750000 Penalty: 4819.202148
	Iteration 26Q: 3 clusters Score -3266112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3266153.000000 Penalty: 4819.202148
	Iteration 27Q: 3 clusters Score -3266153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3266192.750000 Penalty: 4819.202148
	Iteration 28Q: 3 clusters Score -3266193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3266215.000000 Penalty: 4819.202148
	Iteration 29Q: 3 clusters Score -3266215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3266228.250000 Penalty: 4819.202148
	Iteration 30Q: 3 clusters Score -3266228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3266229.500000 Penalty: 4819.202148
	Iteration 31Q: 3 clusters Score -3266230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3266235.000000 Penalty: 4819.202148
	Iteration 32Q: 3 clusters Score -3266235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3266243.250000 Penalty: 4819.202148
	Iteration 33Q: 3 clusters Score -3266243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3266244.250000 Penalty: 4819.202148
	Iteration 34Q: 3 clusters Score -3266244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3266245.000000 Penalty: 4819.202148
	Iteration 35Q: 3 clusters Score -3266245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3266244.500000 Penalty: 4819.202148
	Iteration 36Q: 3 clusters Score -3266244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3266244.500000 Penalty: 4819.202148
	Iteration 37F: 3 clusters Score -3266244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Entering Unmasked Estep 
Score: -4027484.000000 Penalty: 2472.936768
	Iteration 0F: 2 clusters Score -4027484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4013737.250000 Penalty: 4945.873535
	Iteration 0F: 3 clusters Score -4013737 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4018827.500000 Penalty: 4945.873535
	Iteration 1F: 3 clusters Score -4018828 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4019320.750000 Penalty: 4945.873535
	Iteration 2F: 3 clusters Score -4019321 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -4019757.750000 Penalty: 4945.873535
	Iteration 3Q: 3 clusters Score -4019758 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4020115.000000 Penalty: 4945.873535
	Iteration 4Q: 3 clusters Score -4020115 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4020490.750000 Penalty: 4945.873535
	Iteration 5Q: 3 clusters Score -4020491 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4020891.250000 Penalty: 4945.873535
	Iteration 6Q: 3 clusters Score -4020891 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4021275.500000 Penalty: 4945.873535
	Iteration 7Q: 3 clusters Score -4021276 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4021687.250000 Penalty: 4945.873535
	Iteration 8Q: 3 clusters Score -4021687 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4022225.250000 Penalty: 4945.873535
	Iteration 9Q: 3 clusters Score -4022225 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4022833.000000 Penalty: 4945.873535
	Iteration 10Q: 3 clusters Score -4022833 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4023550.000000 Penalty: 4945.873535
	Iteration 11Q: 3 clusters Score -4023550 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4024247.750000 Penalty: 4945.873535
	Iteration 12Q: 3 clusters Score -4024248 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4024658.500000 Penalty: 4945.873535
	Iteration 13Q: 3 clusters Score -4024658 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4024955.500000 Penalty: 4945.873535
	Iteration 14Q: 3 clusters Score -4024956 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4025086.500000 Penalty: 4945.873535
	Iteration 15Q: 3 clusters Score -4025086 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4025196.250000 Penalty: 4945.873535
	Iteration 16Q: 3 clusters Score -4025196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4025258.750000 Penalty: 4945.873535
	Iteration 17Q: 3 clusters Score -4025259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4025310.500000 Penalty: 4945.873535
	Iteration 18Q: 3 clusters Score -4025310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4025324.750000 Penalty: 4945.873535
	Iteration 19Q: 3 clusters Score -4025325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4025351.250000 Penalty: 4945.873535
	Iteration 20F: 3 clusters Score -4025351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4025372.000000 Penalty: 4945.873535
	Iteration 21Q: 3 clusters Score -4025372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4025387.000000 Penalty: 4945.873535
	Iteration 22Q: 3 clusters Score -4025387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4025408.250000 Penalty: 4945.873535
	Iteration 23Q: 3 clusters Score -4025408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4025412.500000 Penalty: 4945.873535
	Iteration 24Q: 3 clusters Score -4025412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4025434.500000 Penalty: 4945.873535
	Iteration 25Q: 3 clusters Score -4025434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4025443.750000 Penalty: 4945.873535
	Iteration 26Q: 3 clusters Score -4025444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4025459.000000 Penalty: 4945.873535
	Iteration 27Q: 3 clusters Score -4025459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4025465.500000 Penalty: 4945.873535
	Iteration 28Q: 3 clusters Score -4025466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4025471.000000 Penalty: 4945.873535
	Iteration 29Q: 3 clusters Score -4025471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4025474.500000 Penalty: 4945.873535
	Iteration 30Q: 3 clusters Score -4025474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4025477.750000 Penalty: 4945.873535
	Iteration 31Q: 3 clusters Score -4025478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4025477.250000 Penalty: 4945.873535
	Iteration 32Q: 3 clusters Score -4025477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4025484.500000 Penalty: 4945.873535
	Iteration 33Q: 3 clusters Score -4025484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4025488.750000 Penalty: 4945.873535
	Iteration 34Q: 3 clusters Score -4025489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -4025494.000000 Penalty: 4945.873535
	Iteration 35Q: 3 clusters Score -4025494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4025493.750000 Penalty: 4945.873535
	Iteration 36Q: 3 clusters Score -4025494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4025498.000000 Penalty: 4945.873535
	Iteration 37Q: 3 clusters Score -4025498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4025497.750000 Penalty: 4945.873535
	Iteration 38Q: 3 clusters Score -4025498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4025497.750000 Penalty: 4945.873535
	Iteration 39Q: 3 clusters Score -4025498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4025497.750000 Penalty: 4945.873535
	Iteration 40F: 3 clusters Score -4025498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Entering Unmasked Estep 
Score: -5044440.500000 Penalty: 2533.249268
	Iteration 0F: 2 clusters Score -5044440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5026194.000000 Penalty: 5066.498535
	Iteration 0F: 3 clusters Score -5026194 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -5032674.000000 Penalty: 5066.498535
	Iteration 1F: 3 clusters Score -5032674 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5033033.500000 Penalty: 5066.498535
	Iteration 2Q: 3 clusters Score -5033034 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -5033418.500000 Penalty: 5066.498535
	Iteration 3Q: 3 clusters Score -5033418 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5033873.500000 Penalty: 5066.498535
	Iteration 4Q: 3 clusters Score -5033874 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5034468.000000 Penalty: 5066.498535
	Iteration 5Q: 3 clusters Score -5034468 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5035359.000000 Penalty: 5066.498535
	Iteration 6F: 3 clusters Score -5035359 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5036658.500000 Penalty: 5066.498535
	Iteration 7F: 3 clusters Score -5036658 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5038196.500000 Penalty: 5066.498535
	Iteration 8F: 3 clusters Score -5038196 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -5039544.000000 Penalty: 5066.498535
	Iteration 9F: 3 clusters Score -5039544 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -5040597.500000 Penalty: 5066.498535
	Iteration 10Q: 3 clusters Score -5040598 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5041244.500000 Penalty: 5066.498535
	Iteration 11Q: 3 clusters Score -5041244 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5041605.500000 Penalty: 5066.498535
	Iteration 12Q: 3 clusters Score -5041606 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -5041836.000000 Penalty: 5066.498535
	Iteration 13Q: 3 clusters Score -5041836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5041961.000000 Penalty: 5066.498535
	Iteration 14Q: 3 clusters Score -5041961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5042009.500000 Penalty: 5066.498535
	Iteration 15Q: 3 clusters Score -5042010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5042072.000000 Penalty: 5066.498535
	Iteration 16Q: 3 clusters Score -5042072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5042110.000000 Penalty: 5066.498535
	Iteration 17Q: 3 clusters Score -5042110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5042128.000000 Penalty: 5066.498535
	Iteration 18Q: 3 clusters Score -5042128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5042142.000000 Penalty: 5066.498535
	Iteration 19Q: 3 clusters Score -5042142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5042153.500000 Penalty: 5066.498535
	Iteration 20F: 3 clusters Score -5042154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5042162.000000 Penalty: 5066.498535
	Iteration 21Q: 3 clusters Score -5042162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -5042172.000000 Penalty: 5066.498535
	Iteration 22Q: 3 clusters Score -5042172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -5042180.500000 Penalty: 5066.498535
	Iteration 23Q: 3 clusters Score -5042180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -5042185.500000 Penalty: 5066.498535
	Iteration 24Q: 3 clusters Score -5042186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -5042192.000000 Penalty: 5066.498535
	Iteration 25Q: 3 clusters Score -5042192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5042196.500000 Penalty: 5066.498535
	Iteration 26Q: 3 clusters Score -5042196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -5042208.500000 Penalty: 5066.498535
	Iteration 27Q: 3 clusters Score -5042208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5042218.000000 Penalty: 5066.498535
	Iteration 28Q: 3 clusters Score -5042218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5042227.000000 Penalty: 5066.498535
	Iteration 29Q: 3 clusters Score -5042227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5042237.500000 Penalty: 5066.498535
	Iteration 30Q: 3 clusters Score -5042238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5042244.000000 Penalty: 5066.498535
	Iteration 31Q: 3 clusters Score -5042244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5042239.500000 Penalty: 5066.498535
	Iteration 32Q: 3 clusters Score -5042240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5042238.000000 Penalty: 5066.498535
	Iteration 33Q: 3 clusters Score -5042238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5042245.000000 Penalty: 5066.498535
	Iteration 34Q: 3 clusters Score -5042245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5042245.500000 Penalty: 5066.498535
	Iteration 35Q: 3 clusters Score -5042246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5042242.500000 Penalty: 5066.498535
	Iteration 36Q: 3 clusters Score -5042242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5042247.500000 Penalty: 5066.498535
	Iteration 37Q: 3 clusters Score -5042248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5042248.500000 Penalty: 5066.498535
	Iteration 38Q: 3 clusters Score -5042248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5042248.500000 Penalty: 5066.498535
	Iteration 39F: 3 clusters Score -5042248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Entering Unmasked Estep 
Score: -3909814.250000 Penalty: 2466.803223
	Iteration 0F: 2 clusters Score -3909814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3896113.500000 Penalty: 4933.606445
	Iteration 0F: 3 clusters Score -3896114 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3901047.750000 Penalty: 4933.606445
	Iteration 1F: 3 clusters Score -3901048 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3901506.750000 Penalty: 4933.606445
	Iteration 2F: 3 clusters Score -3901507 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3901948.000000 Penalty: 4933.606445
	Iteration 3F: 3 clusters Score -3901948 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3902370.500000 Penalty: 4933.606445
	Iteration 4Q: 3 clusters Score -3902370 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3902859.000000 Penalty: 4933.606445
	Iteration 5Q: 3 clusters Score -3902859 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3903474.750000 Penalty: 4933.606445
	Iteration 6Q: 3 clusters Score -3903475 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3904279.500000 Penalty: 4933.606445
	Iteration 7F: 3 clusters Score -3904280 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3905214.500000 Penalty: 4933.606445
	Iteration 8F: 3 clusters Score -3905214 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3906116.500000 Penalty: 4933.606445
	Iteration 9F: 3 clusters Score -3906116 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3906795.750000 Penalty: 4933.606445
	Iteration 10Q: 3 clusters Score -3906796 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3907188.000000 Penalty: 4933.606445
	Iteration 11Q: 3 clusters Score -3907188 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -3907411.250000 Penalty: 4933.606445
	Iteration 12Q: 3 clusters Score -3907411 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3907522.250000 Penalty: 4933.606445
	Iteration 13Q: 3 clusters Score -3907522 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3907601.000000 Penalty: 4933.606445
	Iteration 14Q: 3 clusters Score -3907601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3907648.500000 Penalty: 4933.606445
	Iteration 15Q: 3 clusters Score -3907648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3907695.500000 Penalty: 4933.606445
	Iteration 16Q: 3 clusters Score -3907696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3907723.250000 Penalty: 4933.606445
	Iteration 17Q: 3 clusters Score -3907723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3907742.000000 Penalty: 4933.606445
	Iteration 18Q: 3 clusters Score -3907742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3907747.000000 Penalty: 4933.606445
	Iteration 19Q: 3 clusters Score -3907747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3907748.250000 Penalty: 4933.606445
	Iteration 20F: 3 clusters Score -3907748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3907750.500000 Penalty: 4933.606445
	Iteration 21Q: 3 clusters Score -3907750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3907750.750000 Penalty: 4933.606445
	Iteration 22Q: 3 clusters Score -3907751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3907752.500000 Penalty: 4933.606445
	Iteration 23Q: 3 clusters Score -3907752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3907744.250000 Penalty: 4933.606445
	Iteration 24Q: 3 clusters Score -3907744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3907749.500000 Penalty: 4933.606445
	Iteration 25Q: 3 clusters Score -3907750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3907753.000000 Penalty: 4933.606445
	Iteration 26Q: 3 clusters Score -3907753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3907758.250000 Penalty: 4933.606445
	Iteration 27Q: 3 clusters Score -3907758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3907761.250000 Penalty: 4933.606445
	Iteration 28Q: 3 clusters Score -3907761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3907763.000000 Penalty: 4933.606445
	Iteration 29Q: 3 clusters Score -3907763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3907761.750000 Penalty: 4933.606445
	Iteration 30Q: 3 clusters Score -3907762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3907761.750000 Penalty: 4933.606445
	Iteration 31F: 3 clusters Score -3907762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Entering Unmasked Estep 
Score: -2415321.750000 Penalty: 2333.255615
	Iteration 0F: 2 clusters Score -2415322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2406585.750000 Penalty: 4666.511230
	Iteration 0F: 3 clusters Score -2406586 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2409245.750000 Penalty: 4666.511230
	Iteration 1F: 3 clusters Score -2409246 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2409522.250000 Penalty: 4666.511230
	Iteration 2F: 3 clusters Score -2409522 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2409707.750000 Penalty: 4666.511230
	Iteration 3Q: 3 clusters Score -2409708 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2409867.500000 Penalty: 4666.511230
	Iteration 4Q: 3 clusters Score -2409868 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2410008.500000 Penalty: 4666.511230
	Iteration 5Q: 3 clusters Score -2410008 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2410124.250000 Penalty: 4666.511230
	Iteration 6Q: 3 clusters Score -2410124 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2410231.500000 Penalty: 4666.511230
	Iteration 7Q: 3 clusters Score -2410232 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2410380.750000 Penalty: 4666.511230
	Iteration 8Q: 3 clusters Score -2410381 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2410538.500000 Penalty: 4666.511230
	Iteration 9Q: 3 clusters Score -2410538 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2410719.000000 Penalty: 4666.511230
	Iteration 10Q: 3 clusters Score -2410719 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2410936.250000 Penalty: 4666.511230
	Iteration 11Q: 3 clusters Score -2410936 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2411201.750000 Penalty: 4666.511230
	Iteration 12Q: 3 clusters Score -2411202 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2411504.000000 Penalty: 4666.511230
	Iteration 13Q: 3 clusters Score -2411504 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2411850.000000 Penalty: 4666.511230
	Iteration 14Q: 3 clusters Score -2411850 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2412144.250000 Penalty: 4666.511230
	Iteration 15Q: 3 clusters Score -2412144 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2412373.750000 Penalty: 4666.511230
	Iteration 16Q: 3 clusters Score -2412374 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2412513.750000 Penalty: 4666.511230
	Iteration 17Q: 3 clusters Score -2412514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2412629.500000 Penalty: 4666.511230
	Iteration 18Q: 3 clusters Score -2412630 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2412716.250000 Penalty: 4666.511230
	Iteration 19Q: 3 clusters Score -2412716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2412793.000000 Penalty: 4666.511230
	Iteration 20F: 3 clusters Score -2412793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2412859.000000 Penalty: 4666.511230
	Iteration 21Q: 3 clusters Score -2412859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2412915.000000 Penalty: 4666.511230
	Iteration 22Q: 3 clusters Score -2412915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2412962.500000 Penalty: 4666.511230
	Iteration 23Q: 3 clusters Score -2412962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2413008.500000 Penalty: 4666.511230
	Iteration 24Q: 3 clusters Score -2413008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2413048.000000 Penalty: 4666.511230
	Iteration 25Q: 3 clusters Score -2413048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2413074.500000 Penalty: 4666.511230
	Iteration 26Q: 3 clusters Score -2413074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2413119.500000 Penalty: 4666.511230
	Iteration 27Q: 3 clusters Score -2413120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2413153.250000 Penalty: 4666.511230
	Iteration 28Q: 3 clusters Score -2413153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2413171.500000 Penalty: 4666.511230
	Iteration 29Q: 3 clusters Score -2413172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2413185.750000 Penalty: 4666.511230
	Iteration 30Q: 3 clusters Score -2413186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2413201.250000 Penalty: 4666.511230
	Iteration 31Q: 3 clusters Score -2413201 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2413216.500000 Penalty: 4666.511230
	Iteration 32Q: 3 clusters Score -2413216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2413232.500000 Penalty: 4666.511230
	Iteration 33Q: 3 clusters Score -2413232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2413243.000000 Penalty: 4666.511230
	Iteration 34Q: 3 clusters Score -2413243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2413255.250000 Penalty: 4666.511230
	Iteration 35Q: 3 clusters Score -2413255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2413264.750000 Penalty: 4666.511230
	Iteration 36Q: 3 clusters Score -2413265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2413280.500000 Penalty: 4666.511230
	Iteration 37Q: 3 clusters Score -2413280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2413291.250000 Penalty: 4666.511230
	Iteration 38Q: 3 clusters Score -2413291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2413300.750000 Penalty: 4666.511230
	Iteration 39Q: 3 clusters Score -2413301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2413310.750000 Penalty: 4666.511230
	Iteration 40F: 3 clusters Score -2413311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2413317.000000 Penalty: 4666.511230
	Iteration 41Q: 3 clusters Score -2413317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2413322.250000 Penalty: 4666.511230
	Iteration 42Q: 3 clusters Score -2413322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2413331.250000 Penalty: 4666.511230
	Iteration 43Q: 3 clusters Score -2413331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2413333.000000 Penalty: 4666.511230
	Iteration 44Q: 3 clusters Score -2413333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2413335.000000 Penalty: 4666.511230
	Iteration 45Q: 3 clusters Score -2413335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2413339.750000 Penalty: 4666.511230
	Iteration 46Q: 3 clusters Score -2413340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2413337.250000 Penalty: 4666.511230
	Iteration 47Q: 3 clusters Score -2413337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2413334.750000 Penalty: 4666.511230
	Iteration 48Q: 3 clusters Score -2413335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2413336.750000 Penalty: 4666.511230
	Iteration 49Q: 3 clusters Score -2413337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2413345.750000 Penalty: 4666.511230
	Iteration 50Q: 3 clusters Score -2413346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2413342.250000 Penalty: 4666.511230
	Iteration 51Q: 3 clusters Score -2413342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2413341.500000 Penalty: 4666.511230
	Iteration 52Q: 3 clusters Score -2413342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2413340.500000 Penalty: 4666.511230
	Iteration 53Q: 3 clusters Score -2413340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2413345.750000 Penalty: 4666.511230
	Iteration 54Q: 3 clusters Score -2413346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2413342.000000 Penalty: 4666.511230
	Iteration 55Q: 3 clusters Score -2413342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2413342.000000 Penalty: 4666.511230
	Iteration 56F: 3 clusters Score -2413342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51792.121094 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51792.12 nChanged 49
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: -51944.070312 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51944.07 nChanged 11
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: -51971.695312 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51971.7 nChanged 0
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: -51971.695312 Penalty: 2873.334717
	Iteration 3F: 3 clusters Score -51971.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Entering Unmasked Estep 
Score: -3648510.500000 Penalty: 2451.155762
	Iteration 0F: 2 clusters Score -3648510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3635066.750000 Penalty: 4902.311523
	Iteration 0F: 3 clusters Score -3635067 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3639728.250000 Penalty: 4902.311523
	Iteration 1F: 3 clusters Score -3639728 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3640193.250000 Penalty: 4902.311523
	Iteration 2F: 3 clusters Score -3640193 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3640568.500000 Penalty: 4902.311523
	Iteration 3F: 3 clusters Score -3640568 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3640967.750000 Penalty: 4902.311523
	Iteration 4Q: 3 clusters Score -3640968 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3641346.250000 Penalty: 4902.311523
	Iteration 5Q: 3 clusters Score -3641346 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3641763.500000 Penalty: 4902.311523
	Iteration 6Q: 3 clusters Score -3641764 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3642205.750000 Penalty: 4902.311523
	Iteration 7Q: 3 clusters Score -3642206 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3642692.750000 Penalty: 4902.311523
	Iteration 8Q: 3 clusters Score -3642693 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3643271.500000 Penalty: 4902.311523
	Iteration 9Q: 3 clusters Score -3643272 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3643879.500000 Penalty: 4902.311523
	Iteration 10Q: 3 clusters Score -3643880 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3644444.500000 Penalty: 4902.311523
	Iteration 11Q: 3 clusters Score -3644444 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3644897.250000 Penalty: 4902.311523
	Iteration 12Q: 3 clusters Score -3644897 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3645123.250000 Penalty: 4902.311523
	Iteration 13Q: 3 clusters Score -3645123 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3645269.000000 Penalty: 4902.311523
	Iteration 14Q: 3 clusters Score -3645269 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3645386.750000 Penalty: 4902.311523
	Iteration 15Q: 3 clusters Score -3645387 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3645477.500000 Penalty: 4902.311523
	Iteration 16Q: 3 clusters Score -3645478 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3645557.500000 Penalty: 4902.311523
	Iteration 17Q: 3 clusters Score -3645558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3645650.750000 Penalty: 4902.311523
	Iteration 18Q: 3 clusters Score -3645651 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3645730.750000 Penalty: 4902.311523
	Iteration 19Q: 3 clusters Score -3645731 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3645795.000000 Penalty: 4902.311523
	Iteration 20F: 3 clusters Score -3645795 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3645862.000000 Penalty: 4902.311523
	Iteration 21Q: 3 clusters Score -3645862 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3645933.750000 Penalty: 4902.311523
	Iteration 22Q: 3 clusters Score -3645934 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3646009.500000 Penalty: 4902.311523
	Iteration 23Q: 3 clusters Score -3646010 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3646072.000000 Penalty: 4902.311523
	Iteration 24Q: 3 clusters Score -3646072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3646131.250000 Penalty: 4902.311523
	Iteration 25Q: 3 clusters Score -3646131 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3646199.000000 Penalty: 4902.311523
	Iteration 26Q: 3 clusters Score -3646199 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3646259.000000 Penalty: 4902.311523
	Iteration 27Q: 3 clusters Score -3646259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3646309.000000 Penalty: 4902.311523
	Iteration 28Q: 3 clusters Score -3646309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3646367.500000 Penalty: 4902.311523
	Iteration 29Q: 3 clusters Score -3646368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3646384.500000 Penalty: 4902.311523
	Iteration 30Q: 3 clusters Score -3646384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3646419.500000 Penalty: 4902.311523
	Iteration 31Q: 3 clusters Score -3646420 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3646435.500000 Penalty: 4902.311523
	Iteration 32Q: 3 clusters Score -3646436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3646461.250000 Penalty: 4902.311523
	Iteration 33Q: 3 clusters Score -3646461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3646493.250000 Penalty: 4902.311523
	Iteration 34Q: 3 clusters Score -3646493 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3646506.750000 Penalty: 4902.311523
	Iteration 35Q: 3 clusters Score -3646507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3646516.750000 Penalty: 4902.311523
	Iteration 36Q: 3 clusters Score -3646517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3646530.000000 Penalty: 4902.311523
	Iteration 37Q: 3 clusters Score -3646530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3646552.750000 Penalty: 4902.311523
	Iteration 38Q: 3 clusters Score -3646553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3646558.250000 Penalty: 4902.311523
	Iteration 39Q: 3 clusters Score -3646558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3646578.250000 Penalty: 4902.311523
	Iteration 40F: 3 clusters Score -3646578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3646615.750000 Penalty: 4902.311523
	Iteration 41Q: 3 clusters Score -3646616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3646628.250000 Penalty: 4902.311523
	Iteration 42Q: 3 clusters Score -3646628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3646648.500000 Penalty: 4902.311523
	Iteration 43Q: 3 clusters Score -3646648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3646670.250000 Penalty: 4902.311523
	Iteration 44Q: 3 clusters Score -3646670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3646685.750000 Penalty: 4902.311523
	Iteration 45Q: 3 clusters Score -3646686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3646699.250000 Penalty: 4902.311523
	Iteration 46Q: 3 clusters Score -3646699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3646713.000000 Penalty: 4902.311523
	Iteration 47Q: 3 clusters Score -3646713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3646711.750000 Penalty: 4902.311523
	Iteration 48Q: 3 clusters Score -3646712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3646723.250000 Penalty: 4902.311523
	Iteration 49Q: 3 clusters Score -3646723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3646745.000000 Penalty: 4902.311523
	Iteration 50Q: 3 clusters Score -3646745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3646744.000000 Penalty: 4902.311523
	Iteration 51Q: 3 clusters Score -3646744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3646755.000000 Penalty: 4902.311523
	Iteration 52Q: 3 clusters Score -3646755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3646773.000000 Penalty: 4902.311523
	Iteration 53Q: 3 clusters Score -3646773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3646798.750000 Penalty: 4902.311523
	Iteration 54Q: 3 clusters Score -3646799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3646812.750000 Penalty: 4902.311523
	Iteration 55Q: 3 clusters Score -3646813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3646816.250000 Penalty: 4902.311523
	Iteration 56Q: 3 clusters Score -3646816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3646821.500000 Penalty: 4902.311523
	Iteration 57Q: 3 clusters Score -3646822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3646819.250000 Penalty: 4902.311523
	Iteration 58Q: 3 clusters Score -3646819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3646820.250000 Penalty: 4902.311523
	Iteration 59Q: 3 clusters Score -3646820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3646821.750000 Penalty: 4902.311523
	Iteration 60F: 3 clusters Score -3646822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3646836.250000 Penalty: 4902.311523
	Iteration 61Q: 3 clusters Score -3646836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3646839.500000 Penalty: 4902.311523
	Iteration 62Q: 3 clusters Score -3646840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3646851.250000 Penalty: 4902.311523
	Iteration 63Q: 3 clusters Score -3646851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3646874.500000 Penalty: 4902.311523
	Iteration 64Q: 3 clusters Score -3646874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3646876.250000 Penalty: 4902.311523
	Iteration 65Q: 3 clusters Score -3646876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3646878.250000 Penalty: 4902.311523
	Iteration 66Q: 3 clusters Score -3646878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3646885.250000 Penalty: 4902.311523
	Iteration 67Q: 3 clusters Score -3646885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3646877.250000 Penalty: 4902.311523
	Iteration 68Q: 3 clusters Score -3646877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3646883.500000 Penalty: 4902.311523
	Iteration 69Q: 3 clusters Score -3646884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3646886.250000 Penalty: 4902.311523
	Iteration 70Q: 3 clusters Score -3646886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3646887.750000 Penalty: 4902.311523
	Iteration 71Q: 3 clusters Score -3646888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3646890.000000 Penalty: 4902.311523
	Iteration 72Q: 3 clusters Score -3646890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3646889.750000 Penalty: 4902.311523
	Iteration 73Q: 3 clusters Score -3646890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3646891.000000 Penalty: 4902.311523
	Iteration 74Q: 3 clusters Score -3646891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3646889.500000 Penalty: 4902.311523
	Iteration 75Q: 3 clusters Score -3646890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3646895.000000 Penalty: 4902.311523
	Iteration 76Q: 3 clusters Score -3646895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3646894.500000 Penalty: 4902.311523
	Iteration 77Q: 3 clusters Score -3646894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3646894.250000 Penalty: 4902.311523
	Iteration 78Q: 3 clusters Score -3646894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3646895.500000 Penalty: 4902.311523
	Iteration 79Q: 3 clusters Score -3646896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3646892.500000 Penalty: 4902.311523
	Iteration 80F: 3 clusters Score -3646892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3646893.500000 Penalty: 4902.311523
	Iteration 81Q: 3 clusters Score -3646894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3646895.250000 Penalty: 4902.311523
	Iteration 82Q: 3 clusters Score -3646895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3646896.750000 Penalty: 4902.311523
	Iteration 83Q: 3 clusters Score -3646897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3646896.750000 Penalty: 4902.311523
	Iteration 84F: 3 clusters Score -3646897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Entering Unmasked Estep 
Score: -4412679.000000 Penalty: 2481.812256
	Iteration 0F: 2 clusters Score -4412679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4402567.500000 Penalty: 4963.624512
	Iteration 0F: 3 clusters Score -4402568 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4407938.500000 Penalty: 4963.624512
	Iteration 1F: 3 clusters Score -4407938 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4408366.500000 Penalty: 4963.624512
	Iteration 2F: 3 clusters Score -4408366 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4408733.000000 Penalty: 4963.624512
	Iteration 3Q: 3 clusters Score -4408733 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4409028.500000 Penalty: 4963.624512
	Iteration 4Q: 3 clusters Score -4409028 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4409408.000000 Penalty: 4963.624512
	Iteration 5Q: 3 clusters Score -4409408 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4409923.500000 Penalty: 4963.624512
	Iteration 6Q: 3 clusters Score -4409924 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4410566.500000 Penalty: 4963.624512
	Iteration 7F: 3 clusters Score -4410566 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4411441.000000 Penalty: 4963.624512
	Iteration 8F: 3 clusters Score -4411441 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4412296.500000 Penalty: 4963.624512
	Iteration 9F: 3 clusters Score -4412296 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4412901.500000 Penalty: 4963.624512
	Iteration 10Q: 3 clusters Score -4412902 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4413259.000000 Penalty: 4963.624512
	Iteration 11Q: 3 clusters Score -4413259 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4413484.000000 Penalty: 4963.624512
	Iteration 12Q: 3 clusters Score -4413484 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4413606.500000 Penalty: 4963.624512
	Iteration 13Q: 3 clusters Score -4413606 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4413792.500000 Penalty: 4963.624512
	Iteration 14Q: 3 clusters Score -4413792 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4413912.000000 Penalty: 4963.624512
	Iteration 15Q: 3 clusters Score -4413912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -4413981.500000 Penalty: 4963.624512
	Iteration 16Q: 3 clusters Score -4413982 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4414062.500000 Penalty: 4963.624512
	Iteration 17Q: 3 clusters Score -4414062 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4414092.000000 Penalty: 4963.624512
	Iteration 18Q: 3 clusters Score -4414092 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4414135.000000 Penalty: 4963.624512
	Iteration 19Q: 3 clusters Score -4414135 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4414145.500000 Penalty: 4963.624512
	Iteration 20F: 3 clusters Score -4414146 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4414185.000000 Penalty: 4963.624512
	Iteration 21Q: 3 clusters Score -4414185 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4414209.000000 Penalty: 4963.624512
	Iteration 22Q: 3 clusters Score -4414209 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -4414224.000000 Penalty: 4963.624512
	Iteration 23Q: 3 clusters Score -4414224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4414248.500000 Penalty: 4963.624512
	Iteration 24Q: 3 clusters Score -4414248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4414247.000000 Penalty: 4963.624512
	Iteration 25Q: 3 clusters Score -4414247 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4414233.500000 Penalty: 4963.624512
	Iteration 26Q: 3 clusters Score -4414234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4414253.500000 Penalty: 4963.624512
	Iteration 27Q: 3 clusters Score -4414254 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -4414251.000000 Penalty: 4963.624512
	Iteration 28Q: 3 clusters Score -4414251 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4414259.000000 Penalty: 4963.624512
	Iteration 29Q: 3 clusters Score -4414259 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4414280.000000 Penalty: 4963.624512
	Iteration 30Q: 3 clusters Score -4414280 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4414285.500000 Penalty: 4963.624512
	Iteration 31Q: 3 clusters Score -4414286 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4414293.500000 Penalty: 4963.624512
	Iteration 32Q: 3 clusters Score -4414294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4414318.000000 Penalty: 4963.624512
	Iteration 33Q: 3 clusters Score -4414318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4414325.000000 Penalty: 4963.624512
	Iteration 34Q: 3 clusters Score -4414325 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4414327.000000 Penalty: 4963.624512
	Iteration 35Q: 3 clusters Score -4414327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4414335.000000 Penalty: 4963.624512
	Iteration 36Q: 3 clusters Score -4414335 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4414332.000000 Penalty: 4963.624512
	Iteration 37Q: 3 clusters Score -4414332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -4414343.000000 Penalty: 4963.624512
	Iteration 38Q: 3 clusters Score -4414343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4414369.000000 Penalty: 4963.624512
	Iteration 39Q: 3 clusters Score -4414369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4414374.500000 Penalty: 4963.624512
	Iteration 40F: 3 clusters Score -4414374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4414374.000000 Penalty: 4963.624512
	Iteration 41Q: 3 clusters Score -4414374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -4414410.000000 Penalty: 4963.624512
	Iteration 42Q: 3 clusters Score -4414410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4414423.500000 Penalty: 4963.624512
	Iteration 43Q: 3 clusters Score -4414424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4414452.000000 Penalty: 4963.624512
	Iteration 44Q: 3 clusters Score -4414452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4414457.500000 Penalty: 4963.624512
	Iteration 45Q: 3 clusters Score -4414458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4414470.500000 Penalty: 4963.624512
	Iteration 46Q: 3 clusters Score -4414470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4414481.500000 Penalty: 4963.624512
	Iteration 47Q: 3 clusters Score -4414482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4414501.500000 Penalty: 4963.624512
	Iteration 48Q: 3 clusters Score -4414502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4414528.500000 Penalty: 4963.624512
	Iteration 49Q: 3 clusters Score -4414528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4414539.000000 Penalty: 4963.624512
	Iteration 50Q: 3 clusters Score -4414539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4414558.000000 Penalty: 4963.624512
	Iteration 51Q: 3 clusters Score -4414558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4414572.000000 Penalty: 4963.624512
	Iteration 52Q: 3 clusters Score -4414572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4414570.000000 Penalty: 4963.624512
	Iteration 53Q: 3 clusters Score -4414570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4414586.500000 Penalty: 4963.624512
	Iteration 54Q: 3 clusters Score -4414586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4414592.500000 Penalty: 4963.624512
	Iteration 55Q: 3 clusters Score -4414592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4414604.500000 Penalty: 4963.624512
	Iteration 56Q: 3 clusters Score -4414604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4414617.500000 Penalty: 4963.624512
	Iteration 57Q: 3 clusters Score -4414618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4414614.000000 Penalty: 4963.624512
	Iteration 58Q: 3 clusters Score -4414614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4414618.500000 Penalty: 4963.624512
	Iteration 59Q: 3 clusters Score -4414618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4414624.000000 Penalty: 4963.624512
	Iteration 60F: 3 clusters Score -4414624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4414631.000000 Penalty: 4963.624512
	Iteration 61Q: 3 clusters Score -4414631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4414632.500000 Penalty: 4963.624512
	Iteration 62Q: 3 clusters Score -4414632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4414640.500000 Penalty: 4963.624512
	Iteration 63Q: 3 clusters Score -4414640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4414644.500000 Penalty: 4963.624512
	Iteration 64Q: 3 clusters Score -4414644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4414643.500000 Penalty: 4963.624512
	Iteration 65Q: 3 clusters Score -4414644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4414644.500000 Penalty: 4963.624512
	Iteration 66Q: 3 clusters Score -4414644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4414659.500000 Penalty: 4963.624512
	Iteration 67Q: 3 clusters Score -4414660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4414656.000000 Penalty: 4963.624512
	Iteration 68Q: 3 clusters Score -4414656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4414656.000000 Penalty: 4963.624512
	Iteration 69Q: 3 clusters Score -4414656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4414662.500000 Penalty: 4963.624512
	Iteration 70Q: 3 clusters Score -4414662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4414676.000000 Penalty: 4963.624512
	Iteration 71Q: 3 clusters Score -4414676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4414671.000000 Penalty: 4963.624512
	Iteration 72Q: 3 clusters Score -4414671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4414670.000000 Penalty: 4963.624512
	Iteration 73Q: 3 clusters Score -4414670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4414663.500000 Penalty: 4963.624512
	Iteration 74Q: 3 clusters Score -4414664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -4414672.500000 Penalty: 4963.624512
	Iteration 75Q: 3 clusters Score -4414672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4414672.500000 Penalty: 4963.624512
	Iteration 76Q: 3 clusters Score -4414672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4414674.500000 Penalty: 4963.624512
	Iteration 77Q: 3 clusters Score -4414674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4414670.500000 Penalty: 4963.624512
	Iteration 78Q: 3 clusters Score -4414670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4414671.500000 Penalty: 4963.624512
	Iteration 79Q: 3 clusters Score -4414672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4414677.500000 Penalty: 4963.624512
	Iteration 80F: 3 clusters Score -4414678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4414677.500000 Penalty: 4963.624512
	Iteration 81Q: 3 clusters Score -4414678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4414677.500000 Penalty: 4963.624512
	Iteration 82Q: 3 clusters Score -4414678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4414673.500000 Penalty: 4963.624512
	Iteration 83Q: 3 clusters Score -4414674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4414673.500000 Penalty: 4963.624512
	Iteration 84Q: 3 clusters Score -4414674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4414668.500000 Penalty: 4963.624512
	Iteration 85Q: 3 clusters Score -4414668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4414687.000000 Penalty: 4963.624512
	Iteration 86Q: 3 clusters Score -4414687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4414690.500000 Penalty: 4963.624512
	Iteration 87Q: 3 clusters Score -4414690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4414696.000000 Penalty: 4963.624512
	Iteration 88Q: 3 clusters Score -4414696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4414693.500000 Penalty: 4963.624512
	Iteration 89Q: 3 clusters Score -4414694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4414686.500000 Penalty: 4963.624512
	Iteration 90Q: 3 clusters Score -4414686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4414680.500000 Penalty: 4963.624512
	Iteration 91Q: 3 clusters Score -4414680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4414682.500000 Penalty: 4963.624512
	Iteration 92Q: 3 clusters Score -4414682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4414678.000000 Penalty: 4963.624512
	Iteration 93Q: 3 clusters Score -4414678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4414685.000000 Penalty: 4963.624512
	Iteration 94Q: 3 clusters Score -4414685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4414681.500000 Penalty: 4963.624512
	Iteration 95Q: 3 clusters Score -4414682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4414682.500000 Penalty: 4963.624512
	Iteration 96Q: 3 clusters Score -4414682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4414684.000000 Penalty: 4963.624512
	Iteration 97Q: 3 clusters Score -4414684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4414682.500000 Penalty: 4963.624512
	Iteration 98Q: 3 clusters Score -4414682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4414681.000000 Penalty: 4963.624512
	Iteration 99Q: 3 clusters Score -4414681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4414682.500000 Penalty: 4963.624512
	Iteration 100F: 3 clusters Score -4414682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4414680.500000 Penalty: 4963.624512
	Iteration 101Q: 3 clusters Score -4414680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4414681.000000 Penalty: 4963.624512
	Iteration 102Q: 3 clusters Score -4414681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4414681.000000 Penalty: 4963.624512
	Iteration 103F: 3 clusters Score -4414681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 43905 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 13 contains 38703 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21511 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17446 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 16583 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 27302 members 
Mstep: Class 27 contains 20885 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 11337 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13028 members 
Mstep: Class 34 contains 7938 members 
Mstep: Class 35 contains 2703 members 
Mstep: Class 36 contains 19361 members 
Mstep: Class 37 contains 13942 members 
Mstep: Class 38 contains 10851 members 
Entering Unmasked Estep 
Score: -87196672.000000 Penalty: 123093.132812
Splitting cluster 31 changes total score from -87196576.000000 to -87196672.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -146873.796875 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146873.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -147146.546875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147146.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -147264.578125 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147264.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -147370.671875 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147370.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147460.765625 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147460.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -147526.203125 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -147566.234375 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147601.484375 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147601.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -147641.671875 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147641.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -147691.093750 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -147719.187500 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -147749.203125 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -147768.093750 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -147777.890625 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -147787.531250 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -147803.750000 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147817.484375 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147829.156250 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -147840.421875 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -147860.687500 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -147860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -147901.546875 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -147901.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -147939.453125 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -147939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -147961.218750 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -147961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -147970.796875 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -147970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -147976.625000 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -147976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147978.390625 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -147978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -147979.234375 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -147979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -147979.234375 Penalty: 3361.712646
	Iteration 27F: 3 clusters Score -147979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Entering Unmasked Estep 
Score: -2429383.500000 Penalty: 2349.764404
	Iteration 0F: 2 clusters Score -2429384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2419814.500000 Penalty: 4699.528809
	Iteration 0F: 3 clusters Score -2419814 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2422806.500000 Penalty: 4699.528809
	Iteration 1F: 3 clusters Score -2422806 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2423107.500000 Penalty: 4699.528809
	Iteration 2F: 3 clusters Score -2423108 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2423305.750000 Penalty: 4699.528809
	Iteration 3Q: 3 clusters Score -2423306 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2423539.500000 Penalty: 4699.528809
	Iteration 4Q: 3 clusters Score -2423540 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2423770.250000 Penalty: 4699.528809
	Iteration 5Q: 3 clusters Score -2423770 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2424057.500000 Penalty: 4699.528809
	Iteration 6Q: 3 clusters Score -2424058 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2424364.750000 Penalty: 4699.528809
	Iteration 7Q: 3 clusters Score -2424365 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2424661.000000 Penalty: 4699.528809
	Iteration 8Q: 3 clusters Score -2424661 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2424978.000000 Penalty: 4699.528809
	Iteration 9Q: 3 clusters Score -2424978 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2425320.000000 Penalty: 4699.528809
	Iteration 10Q: 3 clusters Score -2425320 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2425702.000000 Penalty: 4699.528809
	Iteration 11Q: 3 clusters Score -2425702 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2426136.500000 Penalty: 4699.528809
	Iteration 12Q: 3 clusters Score -2426136 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2426565.500000 Penalty: 4699.528809
	Iteration 13Q: 3 clusters Score -2426566 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2426932.750000 Penalty: 4699.528809
	Iteration 14Q: 3 clusters Score -2426933 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2427167.500000 Penalty: 4699.528809
	Iteration 15Q: 3 clusters Score -2427168 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2427321.750000 Penalty: 4699.528809
	Iteration 16Q: 3 clusters Score -2427322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2427397.000000 Penalty: 4699.528809
	Iteration 17Q: 3 clusters Score -2427397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2427441.750000 Penalty: 4699.528809
	Iteration 18Q: 3 clusters Score -2427442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2427487.500000 Penalty: 4699.528809
	Iteration 19Q: 3 clusters Score -2427488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2427516.000000 Penalty: 4699.528809
	Iteration 20F: 3 clusters Score -2427516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2427529.750000 Penalty: 4699.528809
	Iteration 21Q: 3 clusters Score -2427530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2427533.750000 Penalty: 4699.528809
	Iteration 22Q: 3 clusters Score -2427534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2427533.000000 Penalty: 4699.528809
	Iteration 23Q: 3 clusters Score -2427533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2427539.000000 Penalty: 4699.528809
	Iteration 24Q: 3 clusters Score -2427539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2427544.500000 Penalty: 4699.528809
	Iteration 25Q: 3 clusters Score -2427544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2427553.250000 Penalty: 4699.528809
	Iteration 26Q: 3 clusters Score -2427553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2427556.250000 Penalty: 4699.528809
	Iteration 27Q: 3 clusters Score -2427556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2427556.500000 Penalty: 4699.528809
	Iteration 28Q: 3 clusters Score -2427556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2427561.750000 Penalty: 4699.528809
	Iteration 29Q: 3 clusters Score -2427562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2427561.500000 Penalty: 4699.528809
	Iteration 30Q: 3 clusters Score -2427562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2427565.750000 Penalty: 4699.528809
	Iteration 31Q: 3 clusters Score -2427566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2427566.500000 Penalty: 4699.528809
	Iteration 32Q: 3 clusters Score -2427566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2427567.000000 Penalty: 4699.528809
	Iteration 33Q: 3 clusters Score -2427567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2427569.750000 Penalty: 4699.528809
	Iteration 34Q: 3 clusters Score -2427570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2427574.500000 Penalty: 4699.528809
	Iteration 35Q: 3 clusters Score -2427574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2427572.500000 Penalty: 4699.528809
	Iteration 36Q: 3 clusters Score -2427572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2427571.000000 Penalty: 4699.528809
	Iteration 37Q: 3 clusters Score -2427571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2427572.750000 Penalty: 4699.528809
	Iteration 38Q: 3 clusters Score -2427573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2427584.750000 Penalty: 4699.528809
	Iteration 39Q: 3 clusters Score -2427585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2427587.000000 Penalty: 4699.528809
	Iteration 40F: 3 clusters Score -2427587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2427587.000000 Penalty: 4699.528809
	Iteration 41Q: 3 clusters Score -2427587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2427588.250000 Penalty: 4699.528809
	Iteration 42Q: 3 clusters Score -2427588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2427590.000000 Penalty: 4699.528809
	Iteration 43Q: 3 clusters Score -2427590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2427591.750000 Penalty: 4699.528809
	Iteration 44Q: 3 clusters Score -2427592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2427590.500000 Penalty: 4699.528809
	Iteration 45Q: 3 clusters Score -2427590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2427593.000000 Penalty: 4699.528809
	Iteration 46Q: 3 clusters Score -2427593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2427600.000000 Penalty: 4699.528809
	Iteration 47Q: 3 clusters Score -2427600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2427600.750000 Penalty: 4699.528809
	Iteration 48Q: 3 clusters Score -2427601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2427602.500000 Penalty: 4699.528809
	Iteration 49Q: 3 clusters Score -2427602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2427601.750000 Penalty: 4699.528809
	Iteration 50Q: 3 clusters Score -2427602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2427607.000000 Penalty: 4699.528809
	Iteration 51Q: 3 clusters Score -2427607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2427606.500000 Penalty: 4699.528809
	Iteration 52Q: 3 clusters Score -2427606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2427606.500000 Penalty: 4699.528809
	Iteration 53F: 3 clusters Score -2427606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Entering Unmasked Estep 
Score: -1582544.750000 Penalty: 2226.895264
	Iteration 0F: 2 clusters Score -1582545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1576172.750000 Penalty: 4453.790527
	Iteration 0F: 3 clusters Score -1576173 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1577865.125000 Penalty: 4453.790527
	Iteration 1F: 3 clusters Score -1577865 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1578113.125000 Penalty: 4453.790527
	Iteration 2F: 3 clusters Score -1578113 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1578251.875000 Penalty: 4453.790527
	Iteration 3Q: 3 clusters Score -1578252 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1578339.000000 Penalty: 4453.790527
	Iteration 4Q: 3 clusters Score -1578339 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1578400.125000 Penalty: 4453.790527
	Iteration 5Q: 3 clusters Score -1578400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1578452.125000 Penalty: 4453.790527
	Iteration 6Q: 3 clusters Score -1578452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1578500.625000 Penalty: 4453.790527
	Iteration 7Q: 3 clusters Score -1578501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1578547.375000 Penalty: 4453.790527
	Iteration 8Q: 3 clusters Score -1578547 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1578592.125000 Penalty: 4453.790527
	Iteration 9Q: 3 clusters Score -1578592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1578626.000000 Penalty: 4453.790527
	Iteration 10Q: 3 clusters Score -1578626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1578658.375000 Penalty: 4453.790527
	Iteration 11Q: 3 clusters Score -1578658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1578681.750000 Penalty: 4453.790527
	Iteration 12Q: 3 clusters Score -1578682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1578704.375000 Penalty: 4453.790527
	Iteration 13Q: 3 clusters Score -1578704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1578730.375000 Penalty: 4453.790527
	Iteration 14Q: 3 clusters Score -1578730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1578750.375000 Penalty: 4453.790527
	Iteration 15Q: 3 clusters Score -1578750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1578770.125000 Penalty: 4453.790527
	Iteration 16Q: 3 clusters Score -1578770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1578784.125000 Penalty: 4453.790527
	Iteration 17Q: 3 clusters Score -1578784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1578819.250000 Penalty: 4453.790527
	Iteration 18Q: 3 clusters Score -1578819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1578853.750000 Penalty: 4453.790527
	Iteration 19Q: 3 clusters Score -1578854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1578896.375000 Penalty: 4453.790527
	Iteration 20F: 3 clusters Score -1578896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1578945.875000 Penalty: 4453.790527
	Iteration 21Q: 3 clusters Score -1578946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1578997.250000 Penalty: 4453.790527
	Iteration 22Q: 3 clusters Score -1578997 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1579057.875000 Penalty: 4453.790527
	Iteration 23Q: 3 clusters Score -1579058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1579141.500000 Penalty: 4453.790527
	Iteration 24Q: 3 clusters Score -1579142 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1579245.000000 Penalty: 4453.790527
	Iteration 25Q: 3 clusters Score -1579245 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1579357.000000 Penalty: 4453.790527
	Iteration 26Q: 3 clusters Score -1579357 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1579489.250000 Penalty: 4453.790527
	Iteration 27Q: 3 clusters Score -1579489 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1579617.250000 Penalty: 4453.790527
	Iteration 28Q: 3 clusters Score -1579617 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1579759.000000 Penalty: 4453.790527
	Iteration 29Q: 3 clusters Score -1579759 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1579912.125000 Penalty: 4453.790527
	Iteration 30Q: 3 clusters Score -1579912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1580062.000000 Penalty: 4453.790527
	Iteration 31Q: 3 clusters Score -1580062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1580190.000000 Penalty: 4453.790527
	Iteration 32Q: 3 clusters Score -1580190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1580281.250000 Penalty: 4453.790527
	Iteration 33Q: 3 clusters Score -1580281 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1580358.500000 Penalty: 4453.790527
	Iteration 34Q: 3 clusters Score -1580358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1580395.250000 Penalty: 4453.790527
	Iteration 35Q: 3 clusters Score -1580395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1580428.250000 Penalty: 4453.790527
	Iteration 36Q: 3 clusters Score -1580428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1580458.375000 Penalty: 4453.790527
	Iteration 37Q: 3 clusters Score -1580458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1580479.375000 Penalty: 4453.790527
	Iteration 38Q: 3 clusters Score -1580479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1580492.125000 Penalty: 4453.790527
	Iteration 39Q: 3 clusters Score -1580492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1580504.500000 Penalty: 4453.790527
	Iteration 40F: 3 clusters Score -1580504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1580511.625000 Penalty: 4453.790527
	Iteration 41Q: 3 clusters Score -1580512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1580513.125000 Penalty: 4453.790527
	Iteration 42Q: 3 clusters Score -1580513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1580513.125000 Penalty: 4453.790527
	Iteration 43Q: 3 clusters Score -1580513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1580519.125000 Penalty: 4453.790527
	Iteration 44Q: 3 clusters Score -1580519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1580520.875000 Penalty: 4453.790527
	Iteration 45Q: 3 clusters Score -1580521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1580522.250000 Penalty: 4453.790527
	Iteration 46Q: 3 clusters Score -1580522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1580527.375000 Penalty: 4453.790527
	Iteration 47Q: 3 clusters Score -1580527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1580529.000000 Penalty: 4453.790527
	Iteration 48Q: 3 clusters Score -1580529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1580530.375000 Penalty: 4453.790527
	Iteration 49Q: 3 clusters Score -1580530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1580536.875000 Penalty: 4453.790527
	Iteration 50Q: 3 clusters Score -1580537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1580543.875000 Penalty: 4453.790527
	Iteration 51Q: 3 clusters Score -1580544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1580546.250000 Penalty: 4453.790527
	Iteration 52Q: 3 clusters Score -1580546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1580555.500000 Penalty: 4453.790527
	Iteration 53Q: 3 clusters Score -1580556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1580560.375000 Penalty: 4453.790527
	Iteration 54Q: 3 clusters Score -1580560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1580560.500000 Penalty: 4453.790527
	Iteration 55Q: 3 clusters Score -1580560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1580560.500000 Penalty: 4453.790527
	Iteration 56F: 3 clusters Score -1580560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -529003.937500 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -529003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -525938.750000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -525938.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -526512.312500 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -526512.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -526666.750000 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -526666.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -526748.562500 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -526748.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -526786.062500 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -526786.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -526804.687500 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -526804.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526821.812500 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -526821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -526829.437500 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -526829.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -526838.250000 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -526838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -526847.375000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -526847.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -526854.687500 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -526854.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -526859.187500 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -526859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -526860.562500 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -526860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -526863.562500 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -526863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -526865.000000 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -526865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -526865.562500 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -526865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -526867.562500 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -526867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -526867.687500 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -526867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -526867.687500 Penalty: 3919.450439
	Iteration 18F: 3 clusters Score -526867.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -3629720.250000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -3629720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3616391.000000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -3616391 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3620745.000000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -3620745 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3621086.750000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -3621087 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3621392.250000 Penalty: 4896.023926
	Iteration 3Q: 3 clusters Score -3621392 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3621631.750000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -3621632 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3621890.250000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -3621890 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3622113.500000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -3622114 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3622404.250000 Penalty: 4896.023926
	Iteration 7Q: 3 clusters Score -3622404 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3622749.250000 Penalty: 4896.023926
	Iteration 8Q: 3 clusters Score -3622749 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3623211.000000 Penalty: 4896.023926
	Iteration 9Q: 3 clusters Score -3623211 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3623838.250000 Penalty: 4896.023926
	Iteration 10Q: 3 clusters Score -3623838 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3624527.750000 Penalty: 4896.023926
	Iteration 11Q: 3 clusters Score -3624528 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3625247.250000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -3625247 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3625978.250000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -3625978 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3626547.750000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -3626548 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3626977.500000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -3626978 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3627205.000000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -3627205 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3627354.750000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -3627355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3627457.750000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -3627458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3627525.250000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -3627525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3627569.000000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -3627569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -3627607.000000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -3627607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3627624.000000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -3627624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3627625.000000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -3627625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3627642.000000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -3627642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3627642.750000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -3627643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3627651.000000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -3627651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3627664.250000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -3627664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3627671.750000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -3627672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3627680.000000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -3627680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3627684.500000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -3627684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3627694.250000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -3627694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3627698.000000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -3627698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3627705.000000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -3627705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3627709.500000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -3627710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3627719.000000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -3627719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3627723.750000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -3627724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3627726.000000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -3627726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3627727.250000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -3627727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3627727.250000 Penalty: 4896.023926
	Iteration 39Q: 3 clusters Score -3627727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3627729.000000 Penalty: 4896.023926
	Iteration 40F: 3 clusters Score -3627729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3627733.250000 Penalty: 4896.023926
	Iteration 41Q: 3 clusters Score -3627733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3627736.250000 Penalty: 4896.023926
	Iteration 42Q: 3 clusters Score -3627736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3627741.500000 Penalty: 4896.023926
	Iteration 43Q: 3 clusters Score -3627742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3627740.500000 Penalty: 4896.023926
	Iteration 44Q: 3 clusters Score -3627740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3627742.500000 Penalty: 4896.023926
	Iteration 45Q: 3 clusters Score -3627742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3627745.750000 Penalty: 4896.023926
	Iteration 46Q: 3 clusters Score -3627746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3627746.000000 Penalty: 4896.023926
	Iteration 47Q: 3 clusters Score -3627746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3627744.500000 Penalty: 4896.023926
	Iteration 48Q: 3 clusters Score -3627744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3627746.250000 Penalty: 4896.023926
	Iteration 49Q: 3 clusters Score -3627746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3627744.750000 Penalty: 4896.023926
	Iteration 50Q: 3 clusters Score -3627745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3627744.750000 Penalty: 4896.023926
	Iteration 51F: 3 clusters Score -3627745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Entering Unmasked Estep 
Score: -2772939.500000 Penalty: 2366.579834
	Iteration 0F: 2 clusters Score -2772940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2763257.250000 Penalty: 4733.159668
	Iteration 0F: 3 clusters Score -2763257 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2766341.750000 Penalty: 4733.159668
	Iteration 1F: 3 clusters Score -2766342 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2766672.000000 Penalty: 4733.159668
	Iteration 2F: 3 clusters Score -2766672 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2766882.000000 Penalty: 4733.159668
	Iteration 3Q: 3 clusters Score -2766882 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2767049.750000 Penalty: 4733.159668
	Iteration 4Q: 3 clusters Score -2767050 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2767183.250000 Penalty: 4733.159668
	Iteration 5Q: 3 clusters Score -2767183 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2767313.750000 Penalty: 4733.159668
	Iteration 6Q: 3 clusters Score -2767314 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2767450.750000 Penalty: 4733.159668
	Iteration 7Q: 3 clusters Score -2767451 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2767602.000000 Penalty: 4733.159668
	Iteration 8Q: 3 clusters Score -2767602 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2767737.750000 Penalty: 4733.159668
	Iteration 9Q: 3 clusters Score -2767738 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2767855.750000 Penalty: 4733.159668
	Iteration 10Q: 3 clusters Score -2767856 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2768010.250000 Penalty: 4733.159668
	Iteration 11Q: 3 clusters Score -2768010 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2768191.000000 Penalty: 4733.159668
	Iteration 12Q: 3 clusters Score -2768191 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2768405.750000 Penalty: 4733.159668
	Iteration 13Q: 3 clusters Score -2768406 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2768661.000000 Penalty: 4733.159668
	Iteration 14Q: 3 clusters Score -2768661 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2768890.250000 Penalty: 4733.159668
	Iteration 15Q: 3 clusters Score -2768890 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2769143.750000 Penalty: 4733.159668
	Iteration 16Q: 3 clusters Score -2769144 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2769408.750000 Penalty: 4733.159668
	Iteration 17Q: 3 clusters Score -2769409 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2769639.250000 Penalty: 4733.159668
	Iteration 18Q: 3 clusters Score -2769639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2769762.750000 Penalty: 4733.159668
	Iteration 19Q: 3 clusters Score -2769763 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2769855.000000 Penalty: 4733.159668
	Iteration 20F: 3 clusters Score -2769855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2769963.500000 Penalty: 4733.159668
	Iteration 21Q: 3 clusters Score -2769964 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2770062.250000 Penalty: 4733.159668
	Iteration 22Q: 3 clusters Score -2770062 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2770151.000000 Penalty: 4733.159668
	Iteration 23Q: 3 clusters Score -2770151 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2770211.500000 Penalty: 4733.159668
	Iteration 24Q: 3 clusters Score -2770212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2770238.500000 Penalty: 4733.159668
	Iteration 25Q: 3 clusters Score -2770238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2770281.000000 Penalty: 4733.159668
	Iteration 26Q: 3 clusters Score -2770281 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2770320.250000 Penalty: 4733.159668
	Iteration 27Q: 3 clusters Score -2770320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2770354.250000 Penalty: 4733.159668
	Iteration 28Q: 3 clusters Score -2770354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2770393.500000 Penalty: 4733.159668
	Iteration 29Q: 3 clusters Score -2770394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2770419.750000 Penalty: 4733.159668
	Iteration 30Q: 3 clusters Score -2770420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2770449.000000 Penalty: 4733.159668
	Iteration 31Q: 3 clusters Score -2770449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2770475.250000 Penalty: 4733.159668
	Iteration 32Q: 3 clusters Score -2770475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2770495.250000 Penalty: 4733.159668
	Iteration 33Q: 3 clusters Score -2770495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2770510.750000 Penalty: 4733.159668
	Iteration 34Q: 3 clusters Score -2770511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2770527.000000 Penalty: 4733.159668
	Iteration 35Q: 3 clusters Score -2770527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2770535.750000 Penalty: 4733.159668
	Iteration 36Q: 3 clusters Score -2770536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2770552.750000 Penalty: 4733.159668
	Iteration 37Q: 3 clusters Score -2770553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2770562.500000 Penalty: 4733.159668
	Iteration 38Q: 3 clusters Score -2770562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2770581.500000 Penalty: 4733.159668
	Iteration 39Q: 3 clusters Score -2770582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2770596.250000 Penalty: 4733.159668
	Iteration 40F: 3 clusters Score -2770596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2770614.750000 Penalty: 4733.159668
	Iteration 41Q: 3 clusters Score -2770615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2770635.500000 Penalty: 4733.159668
	Iteration 42Q: 3 clusters Score -2770636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2770653.000000 Penalty: 4733.159668
	Iteration 43Q: 3 clusters Score -2770653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2770673.250000 Penalty: 4733.159668
	Iteration 44Q: 3 clusters Score -2770673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2770683.250000 Penalty: 4733.159668
	Iteration 45Q: 3 clusters Score -2770683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2770692.000000 Penalty: 4733.159668
	Iteration 46Q: 3 clusters Score -2770692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2770700.750000 Penalty: 4733.159668
	Iteration 47Q: 3 clusters Score -2770701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2770709.250000 Penalty: 4733.159668
	Iteration 48Q: 3 clusters Score -2770709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2770721.500000 Penalty: 4733.159668
	Iteration 49Q: 3 clusters Score -2770722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2770730.500000 Penalty: 4733.159668
	Iteration 50Q: 3 clusters Score -2770730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2770738.750000 Penalty: 4733.159668
	Iteration 51Q: 3 clusters Score -2770739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2770746.250000 Penalty: 4733.159668
	Iteration 52Q: 3 clusters Score -2770746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2770758.250000 Penalty: 4733.159668
	Iteration 53Q: 3 clusters Score -2770758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2770767.500000 Penalty: 4733.159668
	Iteration 54Q: 3 clusters Score -2770768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2770772.500000 Penalty: 4733.159668
	Iteration 55Q: 3 clusters Score -2770772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2770783.250000 Penalty: 4733.159668
	Iteration 56Q: 3 clusters Score -2770783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2770787.500000 Penalty: 4733.159668
	Iteration 57Q: 3 clusters Score -2770788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2770790.500000 Penalty: 4733.159668
	Iteration 58Q: 3 clusters Score -2770790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2770794.000000 Penalty: 4733.159668
	Iteration 59Q: 3 clusters Score -2770794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2770791.750000 Penalty: 4733.159668
	Iteration 60F: 3 clusters Score -2770792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2770798.750000 Penalty: 4733.159668
	Iteration 61Q: 3 clusters Score -2770799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2770804.250000 Penalty: 4733.159668
	Iteration 62Q: 3 clusters Score -2770804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2770807.000000 Penalty: 4733.159668
	Iteration 63Q: 3 clusters Score -2770807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2770807.250000 Penalty: 4733.159668
	Iteration 64Q: 3 clusters Score -2770807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2770810.250000 Penalty: 4733.159668
	Iteration 65Q: 3 clusters Score -2770810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2770817.750000 Penalty: 4733.159668
	Iteration 66Q: 3 clusters Score -2770818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2770819.250000 Penalty: 4733.159668
	Iteration 67Q: 3 clusters Score -2770819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2770825.500000 Penalty: 4733.159668
	Iteration 68Q: 3 clusters Score -2770826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2770830.500000 Penalty: 4733.159668
	Iteration 69Q: 3 clusters Score -2770830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2770831.250000 Penalty: 4733.159668
	Iteration 70Q: 3 clusters Score -2770831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2770839.750000 Penalty: 4733.159668
	Iteration 71Q: 3 clusters Score -2770840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2770844.250000 Penalty: 4733.159668
	Iteration 72Q: 3 clusters Score -2770844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2770845.000000 Penalty: 4733.159668
	Iteration 73Q: 3 clusters Score -2770845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2770842.750000 Penalty: 4733.159668
	Iteration 74Q: 3 clusters Score -2770843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2770838.500000 Penalty: 4733.159668
	Iteration 75Q: 3 clusters Score -2770838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2770847.500000 Penalty: 4733.159668
	Iteration 76Q: 3 clusters Score -2770848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2770844.250000 Penalty: 4733.159668
	Iteration 77Q: 3 clusters Score -2770844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2770846.750000 Penalty: 4733.159668
	Iteration 78Q: 3 clusters Score -2770847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2770844.500000 Penalty: 4733.159668
	Iteration 79Q: 3 clusters Score -2770844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2770847.750000 Penalty: 4733.159668
	Iteration 80F: 3 clusters Score -2770848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2770847.500000 Penalty: 4733.159668
	Iteration 81Q: 3 clusters Score -2770848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2770843.000000 Penalty: 4733.159668
	Iteration 82Q: 3 clusters Score -2770843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2770848.000000 Penalty: 4733.159668
	Iteration 83Q: 3 clusters Score -2770848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2770848.000000 Penalty: 4733.159668
	Iteration 84Q: 3 clusters Score -2770848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2770846.250000 Penalty: 4733.159668
	Iteration 85Q: 3 clusters Score -2770846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2770850.000000 Penalty: 4733.159668
	Iteration 86Q: 3 clusters Score -2770850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2770852.500000 Penalty: 4733.159668
	Iteration 87Q: 3 clusters Score -2770852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2770857.000000 Penalty: 4733.159668
	Iteration 88Q: 3 clusters Score -2770857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2770856.000000 Penalty: 4733.159668
	Iteration 89Q: 3 clusters Score -2770856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2770859.750000 Penalty: 4733.159668
	Iteration 90Q: 3 clusters Score -2770860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2770858.750000 Penalty: 4733.159668
	Iteration 91Q: 3 clusters Score -2770859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2770858.750000 Penalty: 4733.159668
	Iteration 92F: 3 clusters Score -2770859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 43905 members 
Mstep: Class 8 contains 20592 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 13 contains 38703 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21511 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 17446 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 16583 members 
Mstep: Class 25 contains 21408 members 
Mstep: Class 26 contains 27302 members 
Mstep: Class 27 contains 20885 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 11337 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13028 members 
Mstep: Class 34 contains 7938 members 
Mstep: Class 35 contains 2703 members 
Mstep: Class 36 contains 19361 members 
Mstep: Class 37 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198536.000000 Penalty: 123093.132812
Iteration 119Q: 39 clusters Score -8.719854e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 19101 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 43959 members 
Mstep: Class 8 contains 20821 members 
Mstep: Class 9 contains 26039 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 38581 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 23350 members 
Mstep: Class 16 contains 20855 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21554 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 17437 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 16277 members 
Mstep: Class 25 contains 21342 members 
Mstep: Class 26 contains 27369 members 
Mstep: Class 27 contains 20990 members 
Mstep: Class 28 contains 12180 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20076 members 
Mstep: Class 31 contains 11485 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13091 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 2699 members 
Mstep: Class 36 contains 19457 members 
Mstep: Class 37 contains 14014 members 
Mstep: Class 38 contains 10596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199696.000000 Penalty: 123093.132812
Iteration 120F: 39 clusters Score -8.71997e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 18907 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44057 members 
Mstep: Class 8 contains 20631 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 38485 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 23298 members 
Mstep: Class 16 contains 20772 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21552 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 17698 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 21200 members 
Mstep: Class 26 contains 27421 members 
Mstep: Class 27 contains 20959 members 
Mstep: Class 28 contains 11730 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20427 members 
Mstep: Class 31 contains 11623 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13135 members 
Mstep: Class 34 contains 7386 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 19472 members 
Mstep: Class 37 contains 13634 members 
Mstep: Class 38 contains 11749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200096.000000 Penalty: 123093.132812
Iteration 121Q: 39 clusters Score -8.72001e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 44097 members 
Mstep: Class 8 contains 20401 members 
Mstep: Class 9 contains 25875 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 38398 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23256 members 
Mstep: Class 16 contains 20726 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21605 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 18136 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 15886 members 
Mstep: Class 25 contains 20897 members 
Mstep: Class 26 contains 27460 members 
Mstep: Class 27 contains 20995 members 
Mstep: Class 28 contains 11265 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20748 members 
Mstep: Class 31 contains 11942 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13192 members 
Mstep: Class 34 contains 6867 members 
Mstep: Class 35 contains 2718 members 
Mstep: Class 36 contains 19566 members 
Mstep: Class 37 contains 13260 members 
Mstep: Class 38 contains 12700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200424.000000 Penalty: 123093.132812
Iteration 122Q: 39 clusters Score -8.720042e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 44109 members 
Mstep: Class 8 contains 20181 members 
Mstep: Class 9 contains 25800 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 12475 members 
Mstep: Class 13 contains 38370 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23215 members 
Mstep: Class 16 contains 20734 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21675 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 18465 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4902 members 
Mstep: Class 24 contains 15702 members 
Mstep: Class 25 contains 20604 members 
Mstep: Class 26 contains 27478 members 
Mstep: Class 27 contains 20971 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21005 members 
Mstep: Class 31 contains 12307 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13269 members 
Mstep: Class 34 contains 6399 members 
Mstep: Class 35 contains 2717 members 
Mstep: Class 36 contains 19596 members 
Mstep: Class 37 contains 12784 members 
Mstep: Class 38 contains 13777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200336.000000 Penalty: 123093.132812
Iteration 123Q: 39 clusters Score -8.720034e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 44123 members 
Mstep: Class 8 contains 19992 members 
Mstep: Class 9 contains 25712 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2177 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 13 contains 38320 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 16 contains 20749 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21699 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4903 members 
Mstep: Class 24 contains 15511 members 
Mstep: Class 25 contains 20336 members 
Mstep: Class 26 contains 27514 members 
Mstep: Class 27 contains 20938 members 
Mstep: Class 28 contains 10288 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21189 members 
Mstep: Class 31 contains 12724 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13346 members 
Mstep: Class 34 contains 6015 members 
Mstep: Class 35 contains 2700 members 
Mstep: Class 36 contains 19658 members 
Mstep: Class 37 contains 12329 members 
Mstep: Class 38 contains 14971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200672.000000 Penalty: 123093.132812
Iteration 124Q: 39 clusters Score -8.720067e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8089 members 
Mstep: Class 5 contains 19005 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44144 members 
Mstep: Class 8 contains 19871 members 
Mstep: Class 9 contains 25623 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 38302 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23148 members 
Mstep: Class 16 contains 20770 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21670 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 18104 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 15299 members 
Mstep: Class 25 contains 20106 members 
Mstep: Class 26 contains 27549 members 
Mstep: Class 27 contains 20911 members 
Mstep: Class 28 contains 9928 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21351 members 
Mstep: Class 31 contains 13139 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13406 members 
Mstep: Class 34 contains 5679 members 
Mstep: Class 35 contains 2702 members 
Mstep: Class 36 contains 19715 members 
Mstep: Class 37 contains 11900 members 
Mstep: Class 38 contains 16249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200416.000000 Penalty: 123093.132812
Iteration 125Q: 39 clusters Score -8.720042e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 19185 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 44160 members 
Mstep: Class 8 contains 19794 members 
Mstep: Class 9 contains 25535 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 12830 members 
Mstep: Class 13 contains 38268 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23100 members 
Mstep: Class 16 contains 20766 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21597 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 17478 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 19924 members 
Mstep: Class 26 contains 27586 members 
Mstep: Class 27 contains 20886 members 
Mstep: Class 28 contains 9669 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21495 members 
Mstep: Class 31 contains 13579 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13453 members 
Mstep: Class 34 contains 5345 members 
Mstep: Class 35 contains 2705 members 
Mstep: Class 36 contains 19770 members 
Mstep: Class 37 contains 11488 members 
Mstep: Class 38 contains 17606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200696.000000 Penalty: 123093.132812
Iteration 126Q: 39 clusters Score -8.72007e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 19369 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44152 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 25513 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 38226 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23071 members 
Mstep: Class 16 contains 20763 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21555 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 16617 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 14945 members 
Mstep: Class 25 contains 19710 members 
Mstep: Class 26 contains 27632 members 
Mstep: Class 27 contains 20819 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21592 members 
Mstep: Class 31 contains 14107 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13509 members 
Mstep: Class 34 contains 4968 members 
Mstep: Class 35 contains 2687 members 
Mstep: Class 36 contains 19834 members 
Mstep: Class 37 contains 11155 members 
Mstep: Class 38 contains 18963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200480.000000 Penalty: 123093.132812
Iteration 127Q: 39 clusters Score -8.720048e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8102 members 
Mstep: Class 5 contains 19540 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 19520 members 
Mstep: Class 9 contains 25455 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 13088 members 
Mstep: Class 13 contains 38208 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23056 members 
Mstep: Class 16 contains 20744 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21462 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 14768 members 
Mstep: Class 25 contains 19602 members 
Mstep: Class 26 contains 27667 members 
Mstep: Class 27 contains 20743 members 
Mstep: Class 28 contains 9415 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21708 members 
Mstep: Class 31 contains 14691 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13587 members 
Mstep: Class 34 contains 4793 members 
Mstep: Class 35 contains 2688 members 
Mstep: Class 36 contains 19849 members 
Mstep: Class 37 contains 10939 members 
Mstep: Class 38 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200512.000000 Penalty: 123093.132812
Iteration 128Q: 39 clusters Score -8.720051e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 19762 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 19287 members 
Mstep: Class 9 contains 25382 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 13185 members 
Mstep: Class 13 contains 38155 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23042 members 
Mstep: Class 16 contains 20763 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21346 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 15759 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 14600 members 
Mstep: Class 25 contains 19543 members 
Mstep: Class 26 contains 27709 members 
Mstep: Class 27 contains 20637 members 
Mstep: Class 28 contains 9349 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21830 members 
Mstep: Class 31 contains 15172 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13668 members 
Mstep: Class 34 contains 4814 members 
Mstep: Class 35 contains 2695 members 
Mstep: Class 36 contains 19864 members 
Mstep: Class 37 contains 10817 members 
Mstep: Class 38 contains 19910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200192.000000 Penalty: 123093.132812
Iteration 129Q: 39 clusters Score -8.720019e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 19109 members 
Mstep: Class 9 contains 25374 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 38084 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 23015 members 
Mstep: Class 16 contains 20749 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 21100 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 15614 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 14439 members 
Mstep: Class 25 contains 19515 members 
Mstep: Class 26 contains 27732 members 
Mstep: Class 27 contains 20548 members 
Mstep: Class 28 contains 9330 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21966 members 
Mstep: Class 31 contains 15652 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13764 members 
Mstep: Class 34 contains 4904 members 
Mstep: Class 35 contains 2719 members 
Mstep: Class 36 contains 19851 members 
Mstep: Class 37 contains 10722 members 
Mstep: Class 38 contains 19909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200416.000000 Penalty: 123093.132812
Iteration 130Q: 39 clusters Score -8.720042e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 20192 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 44085 members 
Mstep: Class 8 contains 19033 members 
Mstep: Class 9 contains 25376 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2169 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 38045 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 22952 members 
Mstep: Class 16 contains 20745 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 15554 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 14267 members 
Mstep: Class 25 contains 19490 members 
Mstep: Class 26 contains 27769 members 
Mstep: Class 27 contains 20421 members 
Mstep: Class 28 contains 9312 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22104 members 
Mstep: Class 31 contains 16153 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13837 members 
Mstep: Class 34 contains 4990 members 
Mstep: Class 35 contains 2740 members 
Mstep: Class 36 contains 19849 members 
Mstep: Class 37 contains 10606 members 
Mstep: Class 38 contains 19780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200888.000000 Penalty: 123093.132812
Iteration 131Q: 39 clusters Score -8.720089e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 20370 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 44110 members 
Mstep: Class 8 contains 18952 members 
Mstep: Class 9 contains 25349 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 38017 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22917 members 
Mstep: Class 16 contains 20735 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20613 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 15509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 14111 members 
Mstep: Class 25 contains 19472 members 
Mstep: Class 26 contains 27808 members 
Mstep: Class 27 contains 20304 members 
Mstep: Class 28 contains 9289 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22250 members 
Mstep: Class 31 contains 16712 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 13912 members 
Mstep: Class 34 contains 5057 members 
Mstep: Class 35 contains 2749 members 
Mstep: Class 36 contains 19829 members 
Mstep: Class 37 contains 10526 members 
Mstep: Class 38 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201264.000000 Penalty: 123093.132812
Iteration 132Q: 39 clusters Score -8.720126e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 20541 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 44104 members 
Mstep: Class 8 contains 18948 members 
Mstep: Class 9 contains 25308 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 13270 members 
Mstep: Class 13 contains 37974 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22892 members 
Mstep: Class 16 contains 20679 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20449 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 14000 members 
Mstep: Class 25 contains 19466 members 
Mstep: Class 26 contains 27824 members 
Mstep: Class 27 contains 20225 members 
Mstep: Class 28 contains 9264 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 17237 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14016 members 
Mstep: Class 34 contains 5119 members 
Mstep: Class 35 contains 2769 members 
Mstep: Class 36 contains 19816 members 
Mstep: Class 37 contains 10451 members 
Mstep: Class 38 contains 19246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201632.000000 Penalty: 123093.132812
Iteration 133Q: 39 clusters Score -8.720163e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 20725 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 44072 members 
Mstep: Class 8 contains 18959 members 
Mstep: Class 9 contains 25282 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2168 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 37947 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22858 members 
Mstep: Class 16 contains 20654 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20281 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15422 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13908 members 
Mstep: Class 25 contains 19455 members 
Mstep: Class 26 contains 27838 members 
Mstep: Class 27 contains 20183 members 
Mstep: Class 28 contains 9255 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22407 members 
Mstep: Class 31 contains 17805 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14115 members 
Mstep: Class 34 contains 5143 members 
Mstep: Class 35 contains 2805 members 
Mstep: Class 36 contains 19787 members 
Mstep: Class 37 contains 10381 members 
Mstep: Class 38 contains 18843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201744.000000 Penalty: 123093.132812
Iteration 134Q: 39 clusters Score -8.720174e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 20887 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 18947 members 
Mstep: Class 9 contains 25214 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2167 members 
Mstep: Class 12 contains 13359 members 
Mstep: Class 13 contains 37936 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22822 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20177 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15367 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 13862 members 
Mstep: Class 25 contains 19458 members 
Mstep: Class 26 contains 27872 members 
Mstep: Class 27 contains 20166 members 
Mstep: Class 28 contains 9239 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22448 members 
Mstep: Class 31 contains 18464 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14172 members 
Mstep: Class 34 contains 5118 members 
Mstep: Class 35 contains 2852 members 
Mstep: Class 36 contains 19761 members 
Mstep: Class 37 contains 10322 members 
Mstep: Class 38 contains 18334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201856.000000 Penalty: 123093.132812
Iteration 135Q: 39 clusters Score -8.720186e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 20967 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 44005 members 
Mstep: Class 8 contains 18935 members 
Mstep: Class 9 contains 25161 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 13432 members 
Mstep: Class 13 contains 37909 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22803 members 
Mstep: Class 16 contains 20604 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20079 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15333 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 19437 members 
Mstep: Class 26 contains 27893 members 
Mstep: Class 27 contains 20168 members 
Mstep: Class 28 contains 9223 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22493 members 
Mstep: Class 31 contains 19323 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14246 members 
Mstep: Class 34 contains 5066 members 
Mstep: Class 35 contains 2879 members 
Mstep: Class 36 contains 19737 members 
Mstep: Class 37 contains 10267 members 
Mstep: Class 38 contains 17588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202760.000000 Penalty: 123093.132812
Iteration 136Q: 39 clusters Score -8.720276e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 43997 members 
Mstep: Class 8 contains 18684 members 
Mstep: Class 9 contains 25097 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 13456 members 
Mstep: Class 13 contains 37850 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22787 members 
Mstep: Class 16 contains 20607 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19984 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15293 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13951 members 
Mstep: Class 25 contains 19423 members 
Mstep: Class 26 contains 27917 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 28 contains 9209 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22488 members 
Mstep: Class 31 contains 20223 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14320 members 
Mstep: Class 34 contains 5048 members 
Mstep: Class 35 contains 2949 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 10230 members 
Mstep: Class 38 contains 16955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202384.000000 Penalty: 123093.132812
Iteration 137Q: 39 clusters Score -8.720238e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 43991 members 
Mstep: Class 8 contains 18288 members 
Mstep: Class 9 contains 25057 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 13430 members 
Mstep: Class 13 contains 37785 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22749 members 
Mstep: Class 16 contains 20617 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19945 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15276 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13996 members 
Mstep: Class 25 contains 19409 members 
Mstep: Class 26 contains 27931 members 
Mstep: Class 27 contains 20201 members 
Mstep: Class 28 contains 9202 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22485 members 
Mstep: Class 31 contains 21093 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14404 members 
Mstep: Class 34 contains 5067 members 
Mstep: Class 35 contains 3015 members 
Mstep: Class 36 contains 19719 members 
Mstep: Class 37 contains 10232 members 
Mstep: Class 38 contains 16425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201744.000000 Penalty: 123093.132812
Iteration 138Q: 39 clusters Score -8.720174e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 21190 members 
Mstep: Class 6 contains 4015 members 
Mstep: Class 7 contains 43955 members 
Mstep: Class 8 contains 17883 members 
Mstep: Class 9 contains 24987 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 13397 members 
Mstep: Class 13 contains 37780 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22708 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19934 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15261 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 14001 members 
Mstep: Class 25 contains 19389 members 
Mstep: Class 26 contains 27930 members 
Mstep: Class 27 contains 20248 members 
Mstep: Class 28 contains 9181 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22482 members 
Mstep: Class 31 contains 21722 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14481 members 
Mstep: Class 34 contains 5078 members 
Mstep: Class 35 contains 3081 members 
Mstep: Class 36 contains 19723 members 
Mstep: Class 37 contains 10236 members 
Mstep: Class 38 contains 16172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201232.000000 Penalty: 123093.132812
Iteration 139Q: 39 clusters Score -8.720123e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 21274 members 
Mstep: Class 6 contains 4012 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 24934 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 13252 members 
Mstep: Class 13 contains 37734 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22681 members 
Mstep: Class 16 contains 20698 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19947 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 15246 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13934 members 
Mstep: Class 25 contains 19364 members 
Mstep: Class 26 contains 27937 members 
Mstep: Class 27 contains 20305 members 
Mstep: Class 28 contains 9180 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22454 members 
Mstep: Class 31 contains 22133 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14537 members 
Mstep: Class 34 contains 5092 members 
Mstep: Class 35 contains 3154 members 
Mstep: Class 36 contains 19717 members 
Mstep: Class 37 contains 10245 members 
Mstep: Class 38 contains 16118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202056.000000 Penalty: 123093.132812
Iteration 140F: 39 clusters Score -8.720206e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 43910 members 
Mstep: Class 8 contains 17412 members 
Mstep: Class 9 contains 24914 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 37680 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22656 members 
Mstep: Class 16 contains 20734 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19980 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 14122 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 19359 members 
Mstep: Class 26 contains 27929 members 
Mstep: Class 27 contains 20325 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22371 members 
Mstep: Class 31 contains 22471 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14601 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 3215 members 
Mstep: Class 36 contains 19743 members 
Mstep: Class 37 contains 10021 members 
Mstep: Class 38 contains 17751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201144.000000 Penalty: 123093.132812
Iteration 141Q: 39 clusters Score -8.720114e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 43909 members 
Mstep: Class 8 contains 17271 members 
Mstep: Class 9 contains 24917 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 13027 members 
Mstep: Class 13 contains 37647 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22612 members 
Mstep: Class 16 contains 20800 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20072 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 12835 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 19363 members 
Mstep: Class 26 contains 27917 members 
Mstep: Class 27 contains 20352 members 
Mstep: Class 28 contains 8830 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22306 members 
Mstep: Class 31 contains 22778 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14641 members 
Mstep: Class 34 contains 4723 members 
Mstep: Class 35 contains 3247 members 
Mstep: Class 36 contains 19734 members 
Mstep: Class 37 contains 9831 members 
Mstep: Class 38 contains 19432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200312.000000 Penalty: 123093.132812
Iteration 142Q: 39 clusters Score -8.720031e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 21464 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 43931 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 24905 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12993 members 
Mstep: Class 13 contains 37593 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22576 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20107 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 12176 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 19363 members 
Mstep: Class 26 contains 27911 members 
Mstep: Class 27 contains 20367 members 
Mstep: Class 28 contains 8718 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22207 members 
Mstep: Class 31 contains 22715 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14689 members 
Mstep: Class 34 contains 4723 members 
Mstep: Class 35 contains 3282 members 
Mstep: Class 36 contains 19749 members 
Mstep: Class 37 contains 9716 members 
Mstep: Class 38 contains 20576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199400.000000 Penalty: 123093.132812
Iteration 143Q: 39 clusters Score -8.71994e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 21511 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 43942 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 24879 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12938 members 
Mstep: Class 13 contains 37532 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22569 members 
Mstep: Class 16 contains 20855 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20140 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 12017 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 19384 members 
Mstep: Class 26 contains 27910 members 
Mstep: Class 27 contains 20370 members 
Mstep: Class 28 contains 8640 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22095 members 
Mstep: Class 31 contains 22443 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14737 members 
Mstep: Class 34 contains 4910 members 
Mstep: Class 35 contains 3334 members 
Mstep: Class 36 contains 19756 members 
Mstep: Class 37 contains 9656 members 
Mstep: Class 38 contains 21168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198472.000000 Penalty: 123093.132812
Iteration 144Q: 39 clusters Score -8.719847e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 43945 members 
Mstep: Class 8 contains 16845 members 
Mstep: Class 9 contains 24875 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 12894 members 
Mstep: Class 13 contains 37460 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22568 members 
Mstep: Class 16 contains 20879 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20192 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 12007 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 13775 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 27900 members 
Mstep: Class 27 contains 20345 members 
Mstep: Class 28 contains 8550 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 22039 members 
Mstep: Class 31 contains 22189 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14784 members 
Mstep: Class 34 contains 5140 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 19747 members 
Mstep: Class 37 contains 9584 members 
Mstep: Class 38 contains 21449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198424.000000 Penalty: 123093.132812
Iteration 145Q: 39 clusters Score -8.719842e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 43950 members 
Mstep: Class 8 contains 16830 members 
Mstep: Class 9 contains 24859 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12858 members 
Mstep: Class 13 contains 37410 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22565 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 12069 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 19382 members 
Mstep: Class 26 contains 27894 members 
Mstep: Class 27 contains 20300 members 
Mstep: Class 28 contains 8486 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21989 members 
Mstep: Class 31 contains 21900 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14841 members 
Mstep: Class 34 contains 5387 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 19763 members 
Mstep: Class 37 contains 9506 members 
Mstep: Class 38 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198304.000000 Penalty: 123093.132812
Iteration 146Q: 39 clusters Score -8.71983e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 21769 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 43959 members 
Mstep: Class 8 contains 16821 members 
Mstep: Class 9 contains 24860 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12844 members 
Mstep: Class 13 contains 37360 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22534 members 
Mstep: Class 16 contains 20862 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 12141 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 13788 members 
Mstep: Class 25 contains 19378 members 
Mstep: Class 26 contains 27906 members 
Mstep: Class 27 contains 20276 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21945 members 
Mstep: Class 31 contains 21719 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14905 members 
Mstep: Class 34 contains 5633 members 
Mstep: Class 35 contains 3484 members 
Mstep: Class 36 contains 19732 members 
Mstep: Class 37 contains 9434 members 
Mstep: Class 38 contains 21560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198488.000000 Penalty: 123093.132812
Iteration 147Q: 39 clusters Score -8.719849e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 21868 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 43956 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 24866 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 37324 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22510 members 
Mstep: Class 16 contains 20850 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 12200 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13778 members 
Mstep: Class 25 contains 19359 members 
Mstep: Class 26 contains 27907 members 
Mstep: Class 27 contains 20265 members 
Mstep: Class 28 contains 8341 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21870 members 
Mstep: Class 31 contains 21602 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14954 members 
Mstep: Class 34 contains 5854 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 19702 members 
Mstep: Class 37 contains 9354 members 
Mstep: Class 38 contains 21543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198752.000000 Penalty: 123093.132812
Iteration 148Q: 39 clusters Score -8.719875e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 43960 members 
Mstep: Class 8 contains 16816 members 
Mstep: Class 9 contains 24867 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12824 members 
Mstep: Class 13 contains 37288 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22479 members 
Mstep: Class 16 contains 20823 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 1189 members 
Mstep: Class 21 contains 12230 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13808 members 
Mstep: Class 25 contains 19339 members 
Mstep: Class 26 contains 27916 members 
Mstep: Class 27 contains 20256 members 
Mstep: Class 28 contains 8277 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21820 members 
Mstep: Class 31 contains 21531 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 14993 members 
Mstep: Class 34 contains 6091 members 
Mstep: Class 35 contains 3565 members 
Mstep: Class 36 contains 19690 members 
Mstep: Class 37 contains 9303 members 
Mstep: Class 38 contains 21463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198896.000000 Penalty: 123093.132812
Iteration 149Q: 39 clusters Score -8.71989e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 22038 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 43985 members 
Mstep: Class 8 contains 16791 members 
Mstep: Class 9 contains 24878 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12818 members 
Mstep: Class 13 contains 37234 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22459 members 
Mstep: Class 16 contains 20800 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20361 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 13823 members 
Mstep: Class 25 contains 19327 members 
Mstep: Class 26 contains 27913 members 
Mstep: Class 27 contains 20233 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21756 members 
Mstep: Class 31 contains 21491 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15027 members 
Mstep: Class 34 contains 6335 members 
Mstep: Class 35 contains 3611 members 
Mstep: Class 36 contains 19684 members 
Mstep: Class 37 contains 9272 members 
Mstep: Class 38 contains 21331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199256.000000 Penalty: 123093.132812
Iteration 150Q: 39 clusters Score -8.719926e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 22114 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 43996 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 24904 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12834 members 
Mstep: Class 13 contains 37188 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22433 members 
Mstep: Class 16 contains 20775 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 12251 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13836 members 
Mstep: Class 25 contains 19297 members 
Mstep: Class 26 contains 27909 members 
Mstep: Class 27 contains 20208 members 
Mstep: Class 28 contains 8167 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21678 members 
Mstep: Class 31 contains 21499 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15071 members 
Mstep: Class 34 contains 6568 members 
Mstep: Class 35 contains 3645 members 
Mstep: Class 36 contains 19657 members 
Mstep: Class 37 contains 9239 members 
Mstep: Class 38 contains 21192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199592.000000 Penalty: 123093.132812
Iteration 151Q: 39 clusters Score -8.719959e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 22176 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 43999 members 
Mstep: Class 8 contains 16648 members 
Mstep: Class 9 contains 24923 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12837 members 
Mstep: Class 13 contains 37190 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22395 members 
Mstep: Class 16 contains 20762 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20500 members 
Mstep: Class 20 contains 1188 members 
Mstep: Class 21 contains 12224 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 19265 members 
Mstep: Class 26 contains 27904 members 
Mstep: Class 27 contains 20186 members 
Mstep: Class 28 contains 8138 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21587 members 
Mstep: Class 31 contains 21504 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15107 members 
Mstep: Class 34 contains 6804 members 
Mstep: Class 35 contains 3673 members 
Mstep: Class 36 contains 19641 members 
Mstep: Class 37 contains 9211 members 
Mstep: Class 38 contains 21115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199656.000000 Penalty: 123093.132812
Iteration 152Q: 39 clusters Score -8.719966e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8148 members 
Mstep: Class 5 contains 22211 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44009 members 
Mstep: Class 8 contains 16548 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 12883 members 
Mstep: Class 13 contains 37159 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22372 members 
Mstep: Class 16 contains 20725 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20553 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 12164 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 19248 members 
Mstep: Class 26 contains 27887 members 
Mstep: Class 27 contains 20163 members 
Mstep: Class 28 contains 8098 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21552 members 
Mstep: Class 31 contains 21469 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15168 members 
Mstep: Class 34 contains 7037 members 
Mstep: Class 35 contains 3699 members 
Mstep: Class 36 contains 19635 members 
Mstep: Class 37 contains 9188 members 
Mstep: Class 38 contains 21054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199904.000000 Penalty: 123093.132812
Iteration 153Q: 39 clusters Score -8.71999e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8149 members 
Mstep: Class 5 contains 22237 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 24975 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 12877 members 
Mstep: Class 13 contains 37127 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 16 contains 20690 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20589 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 12106 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 19210 members 
Mstep: Class 26 contains 27876 members 
Mstep: Class 27 contains 20156 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21517 members 
Mstep: Class 31 contains 21472 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15239 members 
Mstep: Class 34 contains 7289 members 
Mstep: Class 35 contains 3726 members 
Mstep: Class 36 contains 19619 members 
Mstep: Class 37 contains 9163 members 
Mstep: Class 38 contains 20972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200080.000000 Penalty: 123093.132812
Iteration 154Q: 39 clusters Score -8.720008e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44053 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 24992 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 12885 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22335 members 
Mstep: Class 16 contains 20666 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20614 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 12043 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 19176 members 
Mstep: Class 26 contains 27857 members 
Mstep: Class 27 contains 20138 members 
Mstep: Class 28 contains 8011 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21498 members 
Mstep: Class 31 contains 21479 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15290 members 
Mstep: Class 34 contains 7564 members 
Mstep: Class 35 contains 3752 members 
Mstep: Class 36 contains 19594 members 
Mstep: Class 37 contains 9133 members 
Mstep: Class 38 contains 20903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200000.000000 Penalty: 123093.132812
Iteration 155Q: 39 clusters Score -8.72e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 22285 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44063 members 
Mstep: Class 8 contains 16310 members 
Mstep: Class 9 contains 25005 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 12883 members 
Mstep: Class 13 contains 37097 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22316 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20629 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11980 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 13901 members 
Mstep: Class 25 contains 19154 members 
Mstep: Class 26 contains 27834 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 7981 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21462 members 
Mstep: Class 31 contains 21476 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15341 members 
Mstep: Class 34 contains 7833 members 
Mstep: Class 35 contains 3789 members 
Mstep: Class 36 contains 19587 members 
Mstep: Class 37 contains 9120 members 
Mstep: Class 38 contains 20847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200160.000000 Penalty: 123093.132812
Iteration 156Q: 39 clusters Score -8.720016e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 22289 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 16178 members 
Mstep: Class 9 contains 25012 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 12904 members 
Mstep: Class 13 contains 37076 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22304 members 
Mstep: Class 16 contains 20627 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20644 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11926 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 19140 members 
Mstep: Class 26 contains 27815 members 
Mstep: Class 27 contains 20143 members 
Mstep: Class 28 contains 7931 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21449 members 
Mstep: Class 31 contains 21472 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15393 members 
Mstep: Class 34 contains 8107 members 
Mstep: Class 35 contains 3823 members 
Mstep: Class 36 contains 19559 members 
Mstep: Class 37 contains 9084 members 
Mstep: Class 38 contains 20826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200488.000000 Penalty: 123093.132812
Iteration 157Q: 39 clusters Score -8.720049e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44071 members 
Mstep: Class 8 contains 16020 members 
Mstep: Class 9 contains 25022 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12913 members 
Mstep: Class 13 contains 37042 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22313 members 
Mstep: Class 16 contains 20587 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20632 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 19144 members 
Mstep: Class 26 contains 27799 members 
Mstep: Class 27 contains 20159 members 
Mstep: Class 28 contains 7871 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21444 members 
Mstep: Class 31 contains 21483 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15451 members 
Mstep: Class 34 contains 8373 members 
Mstep: Class 35 contains 3855 members 
Mstep: Class 36 contains 19530 members 
Mstep: Class 37 contains 9046 members 
Mstep: Class 38 contains 20835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200736.000000 Penalty: 123093.132812
Iteration 158Q: 39 clusters Score -8.720074e+07 nChanged 1872
Entering ConstructFrom: 
Score: -87200736.000000 Penalty: 123093.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -201902.453125 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201902.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202243.937500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202243.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202357.078125 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202357.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202431.187500 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202431.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202488.703125 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202488.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202556.156250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202556.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202668.046875 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202765.593750 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202765.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202846.703125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202846.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -202891.078125 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202891.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -202924.000000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -202961.609375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202961.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202992.250000 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203060.312500 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -203060.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203146.234375 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203146.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -203236.375000 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203316.390625 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203316.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -203383.703125 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203383.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -203445.328125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203445.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -203498.578125 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -203522.796875 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -203536.156250 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -203536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -203542.875000 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -203545.437500 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -203547.671875 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -203550.171875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203551.390625 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203551.390625 Penalty: 3506.657715
	Iteration 27F: 3 clusters Score -203551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27895.230469 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27895.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27986.175781 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27986.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28014.191406 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -28014.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28014.191406 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -28014.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 215 members 
Entering Unmasked Estep 
Score: -57422.156250 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57422.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57871.718750 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57871.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58088.781250 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -58088.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58198.722656 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -58198.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58277.691406 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58277.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58283.628906 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58283.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58288.050781 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58288.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58290.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58290.375000 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -58290.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -1476844.000000 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -1476844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1470417.750000 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -1470418 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1472356.125000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -1472356 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1472748.250000 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -1472748 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1473108.375000 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -1473108 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1473473.000000 Penalty: 4466.620117
	Iteration 4F: 3 clusters Score -1473473 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1473977.375000 Penalty: 4466.620117
	Iteration 5F: 3 clusters Score -1473977 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1474554.750000 Penalty: 4466.620117
	Iteration 6F: 3 clusters Score -1474555 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1475106.250000 Penalty: 4466.620117
	Iteration 7F: 3 clusters Score -1475106 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1475584.375000 Penalty: 4466.620117
	Iteration 8F: 3 clusters Score -1475584 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1475921.375000 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -1475921 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1476173.250000 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -1476173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1476338.750000 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -1476339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1476411.625000 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -1476412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1476447.250000 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -1476447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1476466.750000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -1476467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1476473.875000 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -1476474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1476478.375000 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -1476478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1476477.750000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -1476478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1476480.000000 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -1476480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1476481.625000 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -1476482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1476481.500000 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -1476482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1476482.875000 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -1476483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1476482.875000 Penalty: 4466.620117
	Iteration 22F: 3 clusters Score -1476483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Entering Unmasked Estep 
Score: -4170376.500000 Penalty: 2483.060791
	Iteration 0F: 2 clusters Score -4170376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4156161.750000 Penalty: 4966.121582
	Iteration 0F: 3 clusters Score -4156162 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4161502.750000 Penalty: 4966.121582
	Iteration 1F: 3 clusters Score -4161503 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4161821.500000 Penalty: 4966.121582
	Iteration 2Q: 3 clusters Score -4161822 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4162083.750000 Penalty: 4966.121582
	Iteration 3Q: 3 clusters Score -4162084 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4162283.000000 Penalty: 4966.121582
	Iteration 4Q: 3 clusters Score -4162283 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4162480.750000 Penalty: 4966.121582
	Iteration 5Q: 3 clusters Score -4162481 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4162717.500000 Penalty: 4966.121582
	Iteration 6Q: 3 clusters Score -4162718 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4163001.750000 Penalty: 4966.121582
	Iteration 7Q: 3 clusters Score -4163002 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4163320.500000 Penalty: 4966.121582
	Iteration 8Q: 3 clusters Score -4163320 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4163815.500000 Penalty: 4966.121582
	Iteration 9Q: 3 clusters Score -4163816 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4164380.000000 Penalty: 4966.121582
	Iteration 10Q: 3 clusters Score -4164380 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4165030.250000 Penalty: 4966.121582
	Iteration 11Q: 3 clusters Score -4165030 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4165705.250000 Penalty: 4966.121582
	Iteration 12Q: 3 clusters Score -4165705 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4166384.000000 Penalty: 4966.121582
	Iteration 13Q: 3 clusters Score -4166384 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4166980.250000 Penalty: 4966.121582
	Iteration 14Q: 3 clusters Score -4166980 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4167367.250000 Penalty: 4966.121582
	Iteration 15Q: 3 clusters Score -4167367 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4167615.500000 Penalty: 4966.121582
	Iteration 16Q: 3 clusters Score -4167616 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4167805.250000 Penalty: 4966.121582
	Iteration 17Q: 3 clusters Score -4167805 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4167952.750000 Penalty: 4966.121582
	Iteration 18Q: 3 clusters Score -4167953 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4168057.000000 Penalty: 4966.121582
	Iteration 19Q: 3 clusters Score -4168057 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4168155.500000 Penalty: 4966.121582
	Iteration 20F: 3 clusters Score -4168156 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4168202.250000 Penalty: 4966.121582
	Iteration 21Q: 3 clusters Score -4168202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4168257.500000 Penalty: 4966.121582
	Iteration 22Q: 3 clusters Score -4168258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4168296.000000 Penalty: 4966.121582
	Iteration 23Q: 3 clusters Score -4168296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4168334.250000 Penalty: 4966.121582
	Iteration 24Q: 3 clusters Score -4168334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4168369.750000 Penalty: 4966.121582
	Iteration 25Q: 3 clusters Score -4168370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4168387.500000 Penalty: 4966.121582
	Iteration 26Q: 3 clusters Score -4168388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4168390.500000 Penalty: 4966.121582
	Iteration 27Q: 3 clusters Score -4168390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4168400.500000 Penalty: 4966.121582
	Iteration 28Q: 3 clusters Score -4168400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4168401.750000 Penalty: 4966.121582
	Iteration 29Q: 3 clusters Score -4168402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4168404.500000 Penalty: 4966.121582
	Iteration 30Q: 3 clusters Score -4168404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -4168404.250000 Penalty: 4966.121582
	Iteration 31Q: 3 clusters Score -4168404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4168409.000000 Penalty: 4966.121582
	Iteration 32Q: 3 clusters Score -4168409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4168409.750000 Penalty: 4966.121582
	Iteration 33Q: 3 clusters Score -4168410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4168415.750000 Penalty: 4966.121582
	Iteration 34Q: 3 clusters Score -4168416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4168411.000000 Penalty: 4966.121582
	Iteration 35Q: 3 clusters Score -4168411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4168410.750000 Penalty: 4966.121582
	Iteration 36Q: 3 clusters Score -4168411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4168409.500000 Penalty: 4966.121582
	Iteration 37Q: 3 clusters Score -4168410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4168412.500000 Penalty: 4966.121582
	Iteration 38Q: 3 clusters Score -4168412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4168410.000000 Penalty: 4966.121582
	Iteration 39Q: 3 clusters Score -4168410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4168410.000000 Penalty: 4966.121582
	Iteration 40F: 3 clusters Score -4168410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -687297.875000 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -687297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -683385.187500 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -683385.2 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -684222.937500 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -684222.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -684431.937500 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -684431.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -684568.187500 Penalty: 4110.613770
	Iteration 3Q: 3 clusters Score -684568.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -684641.062500 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -684641.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -684686.437500 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -684686.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -684718.500000 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -684718.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -684752.062500 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -684752.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -684786.125000 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -684786.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -684813.375000 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -684813.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -684834.312500 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -684834.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -684849.500000 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -684849.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -684860.125000 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -684860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -684870.875000 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -684870.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -684885.062500 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -684885.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -684898.125000 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -684898.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -684912.750000 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -684912.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -684922.437500 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -684922.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -684930.437500 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -684930.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -684936.937500 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -684936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -684948.000000 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -684948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -684957.125000 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -684957.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -684970.125000 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -684970.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -684979.625000 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -684979.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -684989.000000 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -684989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -684996.062500 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -684996.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -685006.062500 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -685006.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -685012.312500 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -685012.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -685017.000000 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -685017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -685020.000000 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -685020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -685021.875000 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -685021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -685025.375000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -685025.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -685029.375000 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -685029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -685032.437500 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -685032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -685033.437500 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -685033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -685035.875000 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -685035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -685038.750000 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -685038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -685041.312500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -685041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -685043.437500 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -685043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -685044.812500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -685044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -685048.125000 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -685048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -685047.937500 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -685047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -685046.500000 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -685046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -685046.500000 Penalty: 4110.613770
	Iteration 43F: 3 clusters Score -685046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Entering Unmasked Estep 
Score: -7806987.000000 Penalty: 2652.030273
	Iteration 0F: 2 clusters Score -7806987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -7781826.500000 Penalty: 5304.060547
	Iteration 0F: 3 clusters Score -7781826 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -7792840.500000 Penalty: 5304.060547
	Iteration 1F: 3 clusters Score -7792840 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7793300.000000 Penalty: 5304.060547
	Iteration 2Q: 3 clusters Score -7793300 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -7793705.500000 Penalty: 5304.060547
	Iteration 3Q: 3 clusters Score -7793706 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7794134.500000 Penalty: 5304.060547
	Iteration 4Q: 3 clusters Score -7794134 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -7794653.500000 Penalty: 5304.060547
	Iteration 5Q: 3 clusters Score -7794654 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -7795470.000000 Penalty: 5304.060547
	Iteration 6Q: 3 clusters Score -7795470 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -7796719.000000 Penalty: 5304.060547
	Iteration 7F: 3 clusters Score -7796719 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -7798596.500000 Penalty: 5304.060547
	Iteration 8F: 3 clusters Score -7798596 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -7801104.500000 Penalty: 5304.060547
	Iteration 9F: 3 clusters Score -7801104 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -7803270.500000 Penalty: 5304.060547
	Iteration 10F: 3 clusters Score -7803270 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7804239.500000 Penalty: 5304.060547
	Iteration 11F: 3 clusters Score -7804240 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7804494.500000 Penalty: 5304.060547
	Iteration 12Q: 3 clusters Score -7804494 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7804641.500000 Penalty: 5304.060547
	Iteration 13Q: 3 clusters Score -7804642 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7804811.000000 Penalty: 5304.060547
	Iteration 14Q: 3 clusters Score -7804811 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7804907.500000 Penalty: 5304.060547
	Iteration 15Q: 3 clusters Score -7804908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7804932.000000 Penalty: 5304.060547
	Iteration 16Q: 3 clusters Score -7804932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7804947.000000 Penalty: 5304.060547
	Iteration 17Q: 3 clusters Score -7804947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7804999.500000 Penalty: 5304.060547
	Iteration 18Q: 3 clusters Score -7805000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7805002.500000 Penalty: 5304.060547
	Iteration 19Q: 3 clusters Score -7805002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7805004.000000 Penalty: 5304.060547
	Iteration 20F: 3 clusters Score -7805004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7805011.000000 Penalty: 5304.060547
	Iteration 21Q: 3 clusters Score -7805011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7805041.000000 Penalty: 5304.060547
	Iteration 22Q: 3 clusters Score -7805041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7805052.000000 Penalty: 5304.060547
	Iteration 23Q: 3 clusters Score -7805052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7805049.500000 Penalty: 5304.060547
	Iteration 24Q: 3 clusters Score -7805050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7805068.500000 Penalty: 5304.060547
	Iteration 25Q: 3 clusters Score -7805068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7805071.000000 Penalty: 5304.060547
	Iteration 26Q: 3 clusters Score -7805071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7805082.000000 Penalty: 5304.060547
	Iteration 27Q: 3 clusters Score -7805082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7805087.000000 Penalty: 5304.060547
	Iteration 28Q: 3 clusters Score -7805087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7805080.000000 Penalty: 5304.060547
	Iteration 29Q: 3 clusters Score -7805080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7805086.500000 Penalty: 5304.060547
	Iteration 30Q: 3 clusters Score -7805086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7805086.500000 Penalty: 5304.060547
	Iteration 31F: 3 clusters Score -7805086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Entering Unmasked Estep 
Score: -3154023.000000 Penalty: 2398.576904
	Iteration 0F: 2 clusters Score -3154023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3143877.500000 Penalty: 4797.153809
	Iteration 0F: 3 clusters Score -3143878 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3147433.500000 Penalty: 4797.153809
	Iteration 1F: 3 clusters Score -3147434 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3147769.750000 Penalty: 4797.153809
	Iteration 2F: 3 clusters Score -3147770 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -3148009.500000 Penalty: 4797.153809
	Iteration 3Q: 3 clusters Score -3148010 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3148213.250000 Penalty: 4797.153809
	Iteration 4Q: 3 clusters Score -3148213 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3148420.750000 Penalty: 4797.153809
	Iteration 5Q: 3 clusters Score -3148421 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3148614.250000 Penalty: 4797.153809
	Iteration 6Q: 3 clusters Score -3148614 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3148869.000000 Penalty: 4797.153809
	Iteration 7Q: 3 clusters Score -3148869 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3149119.000000 Penalty: 4797.153809
	Iteration 8Q: 3 clusters Score -3149119 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3149422.500000 Penalty: 4797.153809
	Iteration 9Q: 3 clusters Score -3149422 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3149759.000000 Penalty: 4797.153809
	Iteration 10Q: 3 clusters Score -3149759 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3150183.750000 Penalty: 4797.153809
	Iteration 11Q: 3 clusters Score -3150184 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3150679.250000 Penalty: 4797.153809
	Iteration 12Q: 3 clusters Score -3150679 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3151179.000000 Penalty: 4797.153809
	Iteration 13Q: 3 clusters Score -3151179 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3151601.000000 Penalty: 4797.153809
	Iteration 14Q: 3 clusters Score -3151601 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3151866.500000 Penalty: 4797.153809
	Iteration 15Q: 3 clusters Score -3151866 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3151979.000000 Penalty: 4797.153809
	Iteration 16Q: 3 clusters Score -3151979 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3152038.250000 Penalty: 4797.153809
	Iteration 17Q: 3 clusters Score -3152038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3152052.000000 Penalty: 4797.153809
	Iteration 18Q: 3 clusters Score -3152052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3152067.750000 Penalty: 4797.153809
	Iteration 19Q: 3 clusters Score -3152068 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3152083.250000 Penalty: 4797.153809
	Iteration 20F: 3 clusters Score -3152083 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3152081.750000 Penalty: 4797.153809
	Iteration 21Q: 3 clusters Score -3152082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3152083.500000 Penalty: 4797.153809
	Iteration 22Q: 3 clusters Score -3152084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3152097.250000 Penalty: 4797.153809
	Iteration 23Q: 3 clusters Score -3152097 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3152105.250000 Penalty: 4797.153809
	Iteration 24Q: 3 clusters Score -3152105 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3152108.250000 Penalty: 4797.153809
	Iteration 25Q: 3 clusters Score -3152108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3152126.500000 Penalty: 4797.153809
	Iteration 26Q: 3 clusters Score -3152126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3152132.250000 Penalty: 4797.153809
	Iteration 27Q: 3 clusters Score -3152132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3152137.250000 Penalty: 4797.153809
	Iteration 28Q: 3 clusters Score -3152137 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3152151.000000 Penalty: 4797.153809
	Iteration 29Q: 3 clusters Score -3152151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3152163.500000 Penalty: 4797.153809
	Iteration 30Q: 3 clusters Score -3152164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3152169.250000 Penalty: 4797.153809
	Iteration 31Q: 3 clusters Score -3152169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3152162.250000 Penalty: 4797.153809
	Iteration 32Q: 3 clusters Score -3152162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3152167.250000 Penalty: 4797.153809
	Iteration 33Q: 3 clusters Score -3152167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3152165.250000 Penalty: 4797.153809
	Iteration 34Q: 3 clusters Score -3152165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3152176.250000 Penalty: 4797.153809
	Iteration 35Q: 3 clusters Score -3152176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3152174.750000 Penalty: 4797.153809
	Iteration 36Q: 3 clusters Score -3152175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3152176.000000 Penalty: 4797.153809
	Iteration 37Q: 3 clusters Score -3152176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3152176.250000 Penalty: 4797.153809
	Iteration 38Q: 3 clusters Score -3152176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3152170.250000 Penalty: 4797.153809
	Iteration 39Q: 3 clusters Score -3152170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3152170.750000 Penalty: 4797.153809
	Iteration 40F: 3 clusters Score -3152171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3152172.750000 Penalty: 4797.153809
	Iteration 41Q: 3 clusters Score -3152173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3152172.250000 Penalty: 4797.153809
	Iteration 42Q: 3 clusters Score -3152172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3152172.250000 Penalty: 4797.153809
	Iteration 43F: 3 clusters Score -3152172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Entering Unmasked Estep 
Score: -4688489.000000 Penalty: 2511.771240
	Iteration 0F: 2 clusters Score -4688489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4672133.000000 Penalty: 5023.542480
	Iteration 0F: 3 clusters Score -4672133 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4678166.000000 Penalty: 5023.542480
	Iteration 1F: 3 clusters Score -4678166 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4678652.000000 Penalty: 5023.542480
	Iteration 2F: 3 clusters Score -4678652 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4679163.500000 Penalty: 5023.542480
	Iteration 3F: 3 clusters Score -4679164 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4679780.000000 Penalty: 5023.542480
	Iteration 4Q: 3 clusters Score -4679780 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4680553.000000 Penalty: 5023.542480
	Iteration 5F: 3 clusters Score -4680553 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4681585.500000 Penalty: 5023.542480
	Iteration 6F: 3 clusters Score -4681586 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4682770.000000 Penalty: 5023.542480
	Iteration 7F: 3 clusters Score -4682770 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4683954.500000 Penalty: 5023.542480
	Iteration 8F: 3 clusters Score -4683954 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4684997.000000 Penalty: 5023.542480
	Iteration 9F: 3 clusters Score -4684997 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4685751.000000 Penalty: 5023.542480
	Iteration 10Q: 3 clusters Score -4685751 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4686177.500000 Penalty: 5023.542480
	Iteration 11Q: 3 clusters Score -4686178 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4686420.000000 Penalty: 5023.542480
	Iteration 12Q: 3 clusters Score -4686420 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4686554.500000 Penalty: 5023.542480
	Iteration 13Q: 3 clusters Score -4686554 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4686677.000000 Penalty: 5023.542480
	Iteration 14Q: 3 clusters Score -4686677 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4686761.500000 Penalty: 5023.542480
	Iteration 15Q: 3 clusters Score -4686762 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4686781.000000 Penalty: 5023.542480
	Iteration 16Q: 3 clusters Score -4686781 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4686798.500000 Penalty: 5023.542480
	Iteration 17Q: 3 clusters Score -4686798 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4686802.500000 Penalty: 5023.542480
	Iteration 18Q: 3 clusters Score -4686802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4686826.500000 Penalty: 5023.542480
	Iteration 19Q: 3 clusters Score -4686826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4686810.500000 Penalty: 5023.542480
	Iteration 20F: 3 clusters Score -4686810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4686838.500000 Penalty: 5023.542480
	Iteration 21Q: 3 clusters Score -4686838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4686857.500000 Penalty: 5023.542480
	Iteration 22Q: 3 clusters Score -4686858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4686878.000000 Penalty: 5023.542480
	Iteration 23Q: 3 clusters Score -4686878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4686901.000000 Penalty: 5023.542480
	Iteration 24Q: 3 clusters Score -4686901 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4686901.000000 Penalty: 5023.542480
	Iteration 25Q: 3 clusters Score -4686901 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4686934.000000 Penalty: 5023.542480
	Iteration 26Q: 3 clusters Score -4686934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4686970.500000 Penalty: 5023.542480
	Iteration 27Q: 3 clusters Score -4686970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4686969.500000 Penalty: 5023.542480
	Iteration 28Q: 3 clusters Score -4686970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4686971.500000 Penalty: 5023.542480
	Iteration 29Q: 3 clusters Score -4686972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4686989.000000 Penalty: 5023.542480
	Iteration 30Q: 3 clusters Score -4686989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -4686994.500000 Penalty: 5023.542480
	Iteration 31Q: 3 clusters Score -4686994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4687000.000000 Penalty: 5023.542480
	Iteration 32Q: 3 clusters Score -4687000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4686996.500000 Penalty: 5023.542480
	Iteration 33Q: 3 clusters Score -4686996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4686973.500000 Penalty: 5023.542480
	Iteration 34Q: 3 clusters Score -4686974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4686974.500000 Penalty: 5023.542480
	Iteration 35Q: 3 clusters Score -4686974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4686959.000000 Penalty: 5023.542480
	Iteration 36Q: 3 clusters Score -4686959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4686960.000000 Penalty: 5023.542480
	Iteration 37Q: 3 clusters Score -4686960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4686957.000000 Penalty: 5023.542480
	Iteration 38Q: 3 clusters Score -4686957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -4686964.500000 Penalty: 5023.542480
	Iteration 39Q: 3 clusters Score -4686964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4686956.000000 Penalty: 5023.542480
	Iteration 40F: 3 clusters Score -4686956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4686956.500000 Penalty: 5023.542480
	Iteration 41Q: 3 clusters Score -4686956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -4686965.000000 Penalty: 5023.542480
	Iteration 42Q: 3 clusters Score -4686965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4686964.000000 Penalty: 5023.542480
	Iteration 43Q: 3 clusters Score -4686964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4686966.500000 Penalty: 5023.542480
	Iteration 44Q: 3 clusters Score -4686966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4686950.500000 Penalty: 5023.542480
	Iteration 45Q: 3 clusters Score -4686950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -4686954.000000 Penalty: 5023.542480
	Iteration 46Q: 3 clusters Score -4686954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4686960.500000 Penalty: 5023.542480
	Iteration 47Q: 3 clusters Score -4686960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4686958.000000 Penalty: 5023.542480
	Iteration 48Q: 3 clusters Score -4686958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4686957.500000 Penalty: 5023.542480
	Iteration 49Q: 3 clusters Score -4686958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4686960.000000 Penalty: 5023.542480
	Iteration 50Q: 3 clusters Score -4686960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4686954.500000 Penalty: 5023.542480
	Iteration 51Q: 3 clusters Score -4686954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4686955.500000 Penalty: 5023.542480
	Iteration 52Q: 3 clusters Score -4686956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4686962.000000 Penalty: 5023.542480
	Iteration 53Q: 3 clusters Score -4686962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4686954.500000 Penalty: 5023.542480
	Iteration 54Q: 3 clusters Score -4686954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4686956.500000 Penalty: 5023.542480
	Iteration 55Q: 3 clusters Score -4686956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -4686953.000000 Penalty: 5023.542480
	Iteration 56Q: 3 clusters Score -4686953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4686951.000000 Penalty: 5023.542480
	Iteration 57Q: 3 clusters Score -4686951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4686948.500000 Penalty: 5023.542480
	Iteration 58Q: 3 clusters Score -4686948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4686950.000000 Penalty: 5023.542480
	Iteration 59Q: 3 clusters Score -4686950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4686948.000000 Penalty: 5023.542480
	Iteration 60F: 3 clusters Score -4686948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4686949.500000 Penalty: 5023.542480
	Iteration 61Q: 3 clusters Score -4686950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4686947.000000 Penalty: 5023.542480
	Iteration 62Q: 3 clusters Score -4686947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4686945.500000 Penalty: 5023.542480
	Iteration 63Q: 3 clusters Score -4686946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4686950.000000 Penalty: 5023.542480
	Iteration 64Q: 3 clusters Score -4686950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4686947.000000 Penalty: 5023.542480
	Iteration 65Q: 3 clusters Score -4686947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4686943.000000 Penalty: 5023.542480
	Iteration 66Q: 3 clusters Score -4686943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4686945.000000 Penalty: 5023.542480
	Iteration 67Q: 3 clusters Score -4686945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4686937.000000 Penalty: 5023.542480
	Iteration 68Q: 3 clusters Score -4686937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4686935.500000 Penalty: 5023.542480
	Iteration 69Q: 3 clusters Score -4686936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4686930.500000 Penalty: 5023.542480
	Iteration 70Q: 3 clusters Score -4686930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4686921.500000 Penalty: 5023.542480
	Iteration 71Q: 3 clusters Score -4686922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4686922.500000 Penalty: 5023.542480
	Iteration 72Q: 3 clusters Score -4686922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4686921.500000 Penalty: 5023.542480
	Iteration 73Q: 3 clusters Score -4686922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4686919.500000 Penalty: 5023.542480
	Iteration 74Q: 3 clusters Score -4686920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4686912.000000 Penalty: 5023.542480
	Iteration 75Q: 3 clusters Score -4686912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4686911.500000 Penalty: 5023.542480
	Iteration 76Q: 3 clusters Score -4686912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4686906.500000 Penalty: 5023.542480
	Iteration 77Q: 3 clusters Score -4686906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4686901.500000 Penalty: 5023.542480
	Iteration 78Q: 3 clusters Score -4686902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -4686892.500000 Penalty: 5023.542480
	Iteration 79Q: 3 clusters Score -4686892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4686901.500000 Penalty: 5023.542480
	Iteration 80F: 3 clusters Score -4686902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4686901.000000 Penalty: 5023.542480
	Iteration 81Q: 3 clusters Score -4686901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4686896.000000 Penalty: 5023.542480
	Iteration 82Q: 3 clusters Score -4686896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4686895.500000 Penalty: 5023.542480
	Iteration 83Q: 3 clusters Score -4686896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4686894.500000 Penalty: 5023.542480
	Iteration 84Q: 3 clusters Score -4686894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4686897.500000 Penalty: 5023.542480
	Iteration 85Q: 3 clusters Score -4686898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4686896.500000 Penalty: 5023.542480
	Iteration 86Q: 3 clusters Score -4686896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4686896.500000 Penalty: 5023.542480
	Iteration 87F: 3 clusters Score -4686896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -80619.984375 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -80619.98 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 236 members 
Entering Unmasked Estep 
Score: -79188.554688 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -79188.55 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -79507.226562 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -79507.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79649.679688 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -79649.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -79725.921875 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -79725.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -79803.937500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -79803.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -79844.351562 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -79844.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -79883.367188 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -79883.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79904.367188 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -79904.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -79916.843750 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -79916.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79931.968750 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -79931.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79941.664062 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -79941.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79948.296875 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -79948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79949.445312 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -79949.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79964.265625 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -79964.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79968.515625 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -79968.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79976.445312 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -79976.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79976.445312 Penalty: 3089.341309
	Iteration 16F: 3 clusters Score -79976.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -372134.562500 Penalty: 1904.110229
	Iteration 0F: 2 clusters Score -372134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -369496.156250 Penalty: 3808.220459
	Iteration 0F: 3 clusters Score -369496.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -370276.531250 Penalty: 3808.220459
	Iteration 1F: 3 clusters Score -370276.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -370595.656250 Penalty: 3808.220459
	Iteration 2F: 3 clusters Score -370595.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -370793.656250 Penalty: 3808.220459
	Iteration 3F: 3 clusters Score -370793.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -370919.375000 Penalty: 3808.220459
	Iteration 4F: 3 clusters Score -370919.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -371011.093750 Penalty: 3808.220459
	Iteration 5Q: 3 clusters Score -371011.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -371063.406250 Penalty: 3808.220459
	Iteration 6Q: 3 clusters Score -371063.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -371102.156250 Penalty: 3808.220459
	Iteration 7Q: 3 clusters Score -371102.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -371123.625000 Penalty: 3808.220459
	Iteration 8Q: 3 clusters Score -371123.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -371145.000000 Penalty: 3808.220459
	Iteration 9Q: 3 clusters Score -371145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371179.312500 Penalty: 3808.220459
	Iteration 10Q: 3 clusters Score -371179.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -371230.562500 Penalty: 3808.220459
	Iteration 11Q: 3 clusters Score -371230.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371268.000000 Penalty: 3808.220459
	Iteration 12Q: 3 clusters Score -371268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -371285.531250 Penalty: 3808.220459
	Iteration 13Q: 3 clusters Score -371285.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -371299.593750 Penalty: 3808.220459
	Iteration 14Q: 3 clusters Score -371299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -371319.250000 Penalty: 3808.220459
	Iteration 15Q: 3 clusters Score -371319.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -371334.687500 Penalty: 3808.220459
	Iteration 16Q: 3 clusters Score -371334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -371345.187500 Penalty: 3808.220459
	Iteration 17Q: 3 clusters Score -371345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -371353.937500 Penalty: 3808.220459
	Iteration 18Q: 3 clusters Score -371353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -371369.906250 Penalty: 3808.220459
	Iteration 19Q: 3 clusters Score -371369.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -371381.062500 Penalty: 3808.220459
	Iteration 20F: 3 clusters Score -371381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -371388.906250 Penalty: 3808.220459
	Iteration 21Q: 3 clusters Score -371388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -371391.250000 Penalty: 3808.220459
	Iteration 22Q: 3 clusters Score -371391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -371394.187500 Penalty: 3808.220459
	Iteration 23Q: 3 clusters Score -371394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -371401.312500 Penalty: 3808.220459
	Iteration 24Q: 3 clusters Score -371401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -371407.968750 Penalty: 3808.220459
	Iteration 25Q: 3 clusters Score -371408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -371413.000000 Penalty: 3808.220459
	Iteration 26Q: 3 clusters Score -371413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -371414.562500 Penalty: 3808.220459
	Iteration 27Q: 3 clusters Score -371414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -371414.562500 Penalty: 3808.220459
	Iteration 28F: 3 clusters Score -371414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Entering Unmasked Estep 
Score: -2542679.000000 Penalty: 2348.026123
	Iteration 0F: 2 clusters Score -2542679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2533235.250000 Penalty: 4696.052246
	Iteration 0F: 3 clusters Score -2533235 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2536137.000000 Penalty: 4696.052246
	Iteration 1F: 3 clusters Score -2536137 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2536438.250000 Penalty: 4696.052246
	Iteration 2F: 3 clusters Score -2536438 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2536649.500000 Penalty: 4696.052246
	Iteration 3Q: 3 clusters Score -2536650 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2536814.250000 Penalty: 4696.052246
	Iteration 4Q: 3 clusters Score -2536814 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2536945.000000 Penalty: 4696.052246
	Iteration 5Q: 3 clusters Score -2536945 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2537036.000000 Penalty: 4696.052246
	Iteration 6Q: 3 clusters Score -2537036 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2537147.250000 Penalty: 4696.052246
	Iteration 7Q: 3 clusters Score -2537147 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2537215.500000 Penalty: 4696.052246
	Iteration 8Q: 3 clusters Score -2537216 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2537305.750000 Penalty: 4696.052246
	Iteration 9Q: 3 clusters Score -2537306 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2537398.750000 Penalty: 4696.052246
	Iteration 10Q: 3 clusters Score -2537399 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2537510.250000 Penalty: 4696.052246
	Iteration 11Q: 3 clusters Score -2537510 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2537648.500000 Penalty: 4696.052246
	Iteration 12Q: 3 clusters Score -2537648 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2537828.250000 Penalty: 4696.052246
	Iteration 13Q: 3 clusters Score -2537828 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2538042.000000 Penalty: 4696.052246
	Iteration 14Q: 3 clusters Score -2538042 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2538312.750000 Penalty: 4696.052246
	Iteration 15Q: 3 clusters Score -2538313 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2538621.500000 Penalty: 4696.052246
	Iteration 16Q: 3 clusters Score -2538622 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2538966.750000 Penalty: 4696.052246
	Iteration 17Q: 3 clusters Score -2538967 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2539256.750000 Penalty: 4696.052246
	Iteration 18Q: 3 clusters Score -2539257 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2539485.750000 Penalty: 4696.052246
	Iteration 19Q: 3 clusters Score -2539486 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2539694.500000 Penalty: 4696.052246
	Iteration 20F: 3 clusters Score -2539694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2539877.750000 Penalty: 4696.052246
	Iteration 21Q: 3 clusters Score -2539878 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2540019.250000 Penalty: 4696.052246
	Iteration 22Q: 3 clusters Score -2540019 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2540118.250000 Penalty: 4696.052246
	Iteration 23Q: 3 clusters Score -2540118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2540212.500000 Penalty: 4696.052246
	Iteration 24Q: 3 clusters Score -2540212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2540275.500000 Penalty: 4696.052246
	Iteration 25Q: 3 clusters Score -2540276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2540332.000000 Penalty: 4696.052246
	Iteration 26Q: 3 clusters Score -2540332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2540381.750000 Penalty: 4696.052246
	Iteration 27Q: 3 clusters Score -2540382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2540420.750000 Penalty: 4696.052246
	Iteration 28Q: 3 clusters Score -2540421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2540469.500000 Penalty: 4696.052246
	Iteration 29Q: 3 clusters Score -2540470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2540491.500000 Penalty: 4696.052246
	Iteration 30Q: 3 clusters Score -2540492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2540511.500000 Penalty: 4696.052246
	Iteration 31Q: 3 clusters Score -2540512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2540522.500000 Penalty: 4696.052246
	Iteration 32Q: 3 clusters Score -2540522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2540530.500000 Penalty: 4696.052246
	Iteration 33Q: 3 clusters Score -2540530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2540539.000000 Penalty: 4696.052246
	Iteration 34Q: 3 clusters Score -2540539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2540545.500000 Penalty: 4696.052246
	Iteration 35Q: 3 clusters Score -2540546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2540553.500000 Penalty: 4696.052246
	Iteration 36Q: 3 clusters Score -2540554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2540555.000000 Penalty: 4696.052246
	Iteration 37Q: 3 clusters Score -2540555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2540551.750000 Penalty: 4696.052246
	Iteration 38Q: 3 clusters Score -2540552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2540551.750000 Penalty: 4696.052246
	Iteration 39F: 3 clusters Score -2540552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Entering Unmasked Estep 
Score: -6935801.000000 Penalty: 2608.624268
	Iteration 0F: 2 clusters Score -6935801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -6914526.000000 Penalty: 5217.248535
	Iteration 0F: 3 clusters Score -6914526 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -6923789.000000 Penalty: 5217.248535
	Iteration 1F: 3 clusters Score -6923789 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6924353.500000 Penalty: 5217.248535
	Iteration 2Q: 3 clusters Score -6924354 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -6925043.000000 Penalty: 5217.248535
	Iteration 3Q: 3 clusters Score -6925043 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6925725.000000 Penalty: 5217.248535
	Iteration 4F: 3 clusters Score -6925725 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6926562.500000 Penalty: 5217.248535
	Iteration 5F: 3 clusters Score -6926562 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6927729.000000 Penalty: 5217.248535
	Iteration 6F: 3 clusters Score -6927729 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -6928945.500000 Penalty: 5217.248535
	Iteration 7F: 3 clusters Score -6928946 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6930234.500000 Penalty: 5217.248535
	Iteration 8F: 3 clusters Score -6930234 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6931137.000000 Penalty: 5217.248535
	Iteration 9Q: 3 clusters Score -6931137 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -6931563.000000 Penalty: 5217.248535
	Iteration 10Q: 3 clusters Score -6931563 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -6931693.500000 Penalty: 5217.248535
	Iteration 11Q: 3 clusters Score -6931694 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6931758.500000 Penalty: 5217.248535
	Iteration 12Q: 3 clusters Score -6931758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6931835.500000 Penalty: 5217.248535
	Iteration 13Q: 3 clusters Score -6931836 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -6931879.000000 Penalty: 5217.248535
	Iteration 14Q: 3 clusters Score -6931879 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6931934.500000 Penalty: 5217.248535
	Iteration 15Q: 3 clusters Score -6931934 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -6932019.000000 Penalty: 5217.248535
	Iteration 16Q: 3 clusters Score -6932019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6932065.500000 Penalty: 5217.248535
	Iteration 17Q: 3 clusters Score -6932066 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -6932129.000000 Penalty: 5217.248535
	Iteration 18Q: 3 clusters Score -6932129 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -6932172.000000 Penalty: 5217.248535
	Iteration 19Q: 3 clusters Score -6932172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -6932231.500000 Penalty: 5217.248535
	Iteration 20F: 3 clusters Score -6932232 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -6932271.500000 Penalty: 5217.248535
	Iteration 21Q: 3 clusters Score -6932272 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6932318.500000 Penalty: 5217.248535
	Iteration 22Q: 3 clusters Score -6932318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -6932341.000000 Penalty: 5217.248535
	Iteration 23Q: 3 clusters Score -6932341 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -6932377.000000 Penalty: 5217.248535
	Iteration 24Q: 3 clusters Score -6932377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -6932447.500000 Penalty: 5217.248535
	Iteration 25Q: 3 clusters Score -6932448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -6932504.500000 Penalty: 5217.248535
	Iteration 26Q: 3 clusters Score -6932504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6932544.000000 Penalty: 5217.248535
	Iteration 27Q: 3 clusters Score -6932544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -6932557.500000 Penalty: 5217.248535
	Iteration 28Q: 3 clusters Score -6932558 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -6932582.000000 Penalty: 5217.248535
	Iteration 29Q: 3 clusters Score -6932582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6932621.500000 Penalty: 5217.248535
	Iteration 30Q: 3 clusters Score -6932622 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -6932650.500000 Penalty: 5217.248535
	Iteration 31Q: 3 clusters Score -6932650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6932684.500000 Penalty: 5217.248535
	Iteration 32Q: 3 clusters Score -6932684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -6932722.000000 Penalty: 5217.248535
	Iteration 33Q: 3 clusters Score -6932722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -6932731.500000 Penalty: 5217.248535
	Iteration 34Q: 3 clusters Score -6932732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -6932781.500000 Penalty: 5217.248535
	Iteration 35Q: 3 clusters Score -6932782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6932802.500000 Penalty: 5217.248535
	Iteration 36Q: 3 clusters Score -6932802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -6932814.000000 Penalty: 5217.248535
	Iteration 37Q: 3 clusters Score -6932814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -6932835.000000 Penalty: 5217.248535
	Iteration 38Q: 3 clusters Score -6932835 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -6932854.500000 Penalty: 5217.248535
	Iteration 39Q: 3 clusters Score -6932854 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6932863.500000 Penalty: 5217.248535
	Iteration 40F: 3 clusters Score -6932864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -6932903.000000 Penalty: 5217.248535
	Iteration 41Q: 3 clusters Score -6932903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -6932919.500000 Penalty: 5217.248535
	Iteration 42Q: 3 clusters Score -6932920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6932956.000000 Penalty: 5217.248535
	Iteration 43Q: 3 clusters Score -6932956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -6932974.500000 Penalty: 5217.248535
	Iteration 44Q: 3 clusters Score -6932974 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -6932996.500000 Penalty: 5217.248535
	Iteration 45Q: 3 clusters Score -6932996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -6933030.500000 Penalty: 5217.248535
	Iteration 46Q: 3 clusters Score -6933030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -6933044.500000 Penalty: 5217.248535
	Iteration 47Q: 3 clusters Score -6933044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6933061.000000 Penalty: 5217.248535
	Iteration 48Q: 3 clusters Score -6933061 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -6933090.000000 Penalty: 5217.248535
	Iteration 49Q: 3 clusters Score -6933090 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -6933097.500000 Penalty: 5217.248535
	Iteration 50Q: 3 clusters Score -6933098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -6933120.500000 Penalty: 5217.248535
	Iteration 51Q: 3 clusters Score -6933120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -6933130.500000 Penalty: 5217.248535
	Iteration 52Q: 3 clusters Score -6933130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -6933158.500000 Penalty: 5217.248535
	Iteration 53Q: 3 clusters Score -6933158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6933162.000000 Penalty: 5217.248535
	Iteration 54Q: 3 clusters Score -6933162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -6933184.500000 Penalty: 5217.248535
	Iteration 55Q: 3 clusters Score -6933184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6933194.500000 Penalty: 5217.248535
	Iteration 56Q: 3 clusters Score -6933194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -6933204.000000 Penalty: 5217.248535
	Iteration 57Q: 3 clusters Score -6933204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -6933219.500000 Penalty: 5217.248535
	Iteration 58Q: 3 clusters Score -6933220 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -6933234.000000 Penalty: 5217.248535
	Iteration 59Q: 3 clusters Score -6933234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -6933248.500000 Penalty: 5217.248535
	Iteration 60F: 3 clusters Score -6933248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6933255.000000 Penalty: 5217.248535
	Iteration 61Q: 3 clusters Score -6933255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6933275.500000 Penalty: 5217.248535
	Iteration 62Q: 3 clusters Score -6933276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -6933277.000000 Penalty: 5217.248535
	Iteration 63Q: 3 clusters Score -6933277 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -6933298.500000 Penalty: 5217.248535
	Iteration 64Q: 3 clusters Score -6933298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6933316.000000 Penalty: 5217.248535
	Iteration 65Q: 3 clusters Score -6933316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -6933314.000000 Penalty: 5217.248535
	Iteration 66Q: 3 clusters Score -6933314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -6933329.500000 Penalty: 5217.248535
	Iteration 67Q: 3 clusters Score -6933330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6933333.500000 Penalty: 5217.248535
	Iteration 68Q: 3 clusters Score -6933334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6933359.500000 Penalty: 5217.248535
	Iteration 69Q: 3 clusters Score -6933360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -6933375.000000 Penalty: 5217.248535
	Iteration 70Q: 3 clusters Score -6933375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -6933381.000000 Penalty: 5217.248535
	Iteration 71Q: 3 clusters Score -6933381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -6933390.500000 Penalty: 5217.248535
	Iteration 72Q: 3 clusters Score -6933390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -6933386.000000 Penalty: 5217.248535
	Iteration 73Q: 3 clusters Score -6933386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -6933401.000000 Penalty: 5217.248535
	Iteration 74Q: 3 clusters Score -6933401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -6933402.500000 Penalty: 5217.248535
	Iteration 75Q: 3 clusters Score -6933402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -6933403.500000 Penalty: 5217.248535
	Iteration 76Q: 3 clusters Score -6933404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -6933398.500000 Penalty: 5217.248535
	Iteration 77Q: 3 clusters Score -6933398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -6933420.000000 Penalty: 5217.248535
	Iteration 78Q: 3 clusters Score -6933420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -6933389.500000 Penalty: 5217.248535
	Iteration 79Q: 3 clusters Score -6933390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -6933395.000000 Penalty: 5217.248535
	Iteration 80F: 3 clusters Score -6933395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -6933427.000000 Penalty: 5217.248535
	Iteration 81Q: 3 clusters Score -6933427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -6933432.500000 Penalty: 5217.248535
	Iteration 82Q: 3 clusters Score -6933432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -6933428.000000 Penalty: 5217.248535
	Iteration 83Q: 3 clusters Score -6933428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -6933431.500000 Penalty: 5217.248535
	Iteration 84Q: 3 clusters Score -6933432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -6933445.000000 Penalty: 5217.248535
	Iteration 85Q: 3 clusters Score -6933445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6933453.500000 Penalty: 5217.248535
	Iteration 86Q: 3 clusters Score -6933454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -6933472.000000 Penalty: 5217.248535
	Iteration 87Q: 3 clusters Score -6933472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -6933476.500000 Penalty: 5217.248535
	Iteration 88Q: 3 clusters Score -6933476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -6933476.000000 Penalty: 5217.248535
	Iteration 89Q: 3 clusters Score -6933476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -6933478.000000 Penalty: 5217.248535
	Iteration 90Q: 3 clusters Score -6933478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -6933479.500000 Penalty: 5217.248535
	Iteration 91Q: 3 clusters Score -6933480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -6933501.500000 Penalty: 5217.248535
	Iteration 92Q: 3 clusters Score -6933502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -6933499.000000 Penalty: 5217.248535
	Iteration 93Q: 3 clusters Score -6933499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6933503.000000 Penalty: 5217.248535
	Iteration 94Q: 3 clusters Score -6933503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -6933501.000000 Penalty: 5217.248535
	Iteration 95Q: 3 clusters Score -6933501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -6933517.000000 Penalty: 5217.248535
	Iteration 96Q: 3 clusters Score -6933517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -6933522.500000 Penalty: 5217.248535
	Iteration 97Q: 3 clusters Score -6933522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -6933511.500000 Penalty: 5217.248535
	Iteration 98Q: 3 clusters Score -6933512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -6933515.000000 Penalty: 5217.248535
	Iteration 99Q: 3 clusters Score -6933515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -6933525.000000 Penalty: 5217.248535
	Iteration 100F: 3 clusters Score -6933525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6933534.000000 Penalty: 5217.248535
	Iteration 101Q: 3 clusters Score -6933534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6933530.500000 Penalty: 5217.248535
	Iteration 102Q: 3 clusters Score -6933530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -6933539.000000 Penalty: 5217.248535
	Iteration 103Q: 3 clusters Score -6933539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -6933548.000000 Penalty: 5217.248535
	Iteration 104Q: 3 clusters Score -6933548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -6933551.500000 Penalty: 5217.248535
	Iteration 105Q: 3 clusters Score -6933552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -6933550.500000 Penalty: 5217.248535
	Iteration 106Q: 3 clusters Score -6933550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6933548.000000 Penalty: 5217.248535
	Iteration 107Q: 3 clusters Score -6933548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -6933547.000000 Penalty: 5217.248535
	Iteration 108Q: 3 clusters Score -6933547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -6933551.000000 Penalty: 5217.248535
	Iteration 109Q: 3 clusters Score -6933551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -6933550.500000 Penalty: 5217.248535
	Iteration 110Q: 3 clusters Score -6933550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -6933548.000000 Penalty: 5217.248535
	Iteration 111Q: 3 clusters Score -6933548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -6933549.000000 Penalty: 5217.248535
	Iteration 112Q: 3 clusters Score -6933549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -6933558.000000 Penalty: 5217.248535
	Iteration 113Q: 3 clusters Score -6933558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -6933568.500000 Penalty: 5217.248535
	Iteration 114Q: 3 clusters Score -6933568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -6933569.500000 Penalty: 5217.248535
	Iteration 115Q: 3 clusters Score -6933570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -6933568.000000 Penalty: 5217.248535
	Iteration 116Q: 3 clusters Score -6933568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -6933569.000000 Penalty: 5217.248535
	Iteration 117Q: 3 clusters Score -6933569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -6933576.500000 Penalty: 5217.248535
	Iteration 118Q: 3 clusters Score -6933576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6933570.500000 Penalty: 5217.248535
	Iteration 119Q: 3 clusters Score -6933570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -6933578.500000 Penalty: 5217.248535
	Iteration 120F: 3 clusters Score -6933578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6933580.500000 Penalty: 5217.248535
	Iteration 121Q: 3 clusters Score -6933580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -6933569.000000 Penalty: 5217.248535
	Iteration 122Q: 3 clusters Score -6933569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6933581.000000 Penalty: 5217.248535
	Iteration 123Q: 3 clusters Score -6933581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -6933572.500000 Penalty: 5217.248535
	Iteration 124Q: 3 clusters Score -6933572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6933577.000000 Penalty: 5217.248535
	Iteration 125Q: 3 clusters Score -6933577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6933571.500000 Penalty: 5217.248535
	Iteration 126Q: 3 clusters Score -6933572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -6933581.500000 Penalty: 5217.248535
	Iteration 127Q: 3 clusters Score -6933582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -6933577.500000 Penalty: 5217.248535
	Iteration 128Q: 3 clusters Score -6933578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -6933572.000000 Penalty: 5217.248535
	Iteration 129Q: 3 clusters Score -6933572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -6933567.500000 Penalty: 5217.248535
	Iteration 130Q: 3 clusters Score -6933568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -6933581.500000 Penalty: 5217.248535
	Iteration 131Q: 3 clusters Score -6933582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6933580.500000 Penalty: 5217.248535
	Iteration 132Q: 3 clusters Score -6933580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -6933578.500000 Penalty: 5217.248535
	Iteration 133Q: 3 clusters Score -6933578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -6933585.500000 Penalty: 5217.248535
	Iteration 134Q: 3 clusters Score -6933586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6933585.500000 Penalty: 5217.248535
	Iteration 135Q: 3 clusters Score -6933586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -6933585.500000 Penalty: 5217.248535
	Iteration 136F: 3 clusters Score -6933586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -145203.859375 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -145203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143405.718750 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -143405.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -143766.390625 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -143766.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143927.843750 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -143927.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143996.468750 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -143996.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144070.734375 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -144070.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144129.375000 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -144129.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144177.734375 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -144177.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -144252.187500 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -144252.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144320.390625 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -144320.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -144399.734375 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -144399.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -144478.078125 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -144478.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -144631.968750 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -144632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -144899.578125 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -144899.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -145023.531250 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -145023.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -145148.875000 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -145148.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -145277.046875 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -145277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -145398.875000 Penalty: 3345.637207
	Iteration 16Q: 3 clusters Score -145398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -145502.375000 Penalty: 3345.637207
	Iteration 17Q: 3 clusters Score -145502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -145517.093750 Penalty: 3345.637207
	Iteration 18Q: 3 clusters Score -145517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -145526.875000 Penalty: 3345.637207
	Iteration 19Q: 3 clusters Score -145526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145534.000000 Penalty: 3345.637207
	Iteration 20F: 3 clusters Score -145534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -145538.265625 Penalty: 3345.637207
	Iteration 21Q: 3 clusters Score -145538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -145542.453125 Penalty: 3345.637207
	Iteration 22Q: 3 clusters Score -145542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -145542.453125 Penalty: 3345.637207
	Iteration 23F: 3 clusters Score -145542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 25037 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 36999 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 20554 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 19144 members 
Mstep: Class 26 contains 27793 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21425 members 
Mstep: Class 31 contains 21516 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15508 members 
Mstep: Class 34 contains 8603 members 
Mstep: Class 35 contains 3885 members 
Mstep: Class 36 contains 19500 members 
Mstep: Class 37 contains 9005 members 
Mstep: Class 38 contains 20822 members 
Mstep: Class 39 contains 440 members 
Entering Unmasked Estep 
Score: -87199680.000000 Penalty: 126332.429688
Splitting cluster 14 changes total score from -87200736.000000 to -87199680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (22324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Entering Unmasked Estep 
Score: -4176070.500000 Penalty: 2483.327393
	Iteration 0F: 2 clusters Score -4176070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4161330.000000 Penalty: 4966.654785
	Iteration 0F: 3 clusters Score -4161330 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4166652.500000 Penalty: 4966.654785
	Iteration 1F: 3 clusters Score -4166652 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4167027.750000 Penalty: 4966.654785
	Iteration 2F: 3 clusters Score -4167028 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4167308.750000 Penalty: 4966.654785
	Iteration 3Q: 3 clusters Score -4167309 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4167579.250000 Penalty: 4966.654785
	Iteration 4Q: 3 clusters Score -4167579 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4167900.500000 Penalty: 4966.654785
	Iteration 5Q: 3 clusters Score -4167900 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -4168345.500000 Penalty: 4966.654785
	Iteration 6Q: 3 clusters Score -4168346 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4168926.000000 Penalty: 4966.654785
	Iteration 7Q: 3 clusters Score -4168926 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4169650.250000 Penalty: 4966.654785
	Iteration 8F: 3 clusters Score -4169650 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4170687.500000 Penalty: 4966.654785
	Iteration 9F: 3 clusters Score -4170688 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4171766.500000 Penalty: 4966.654785
	Iteration 10F: 3 clusters Score -4171766 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4172637.750000 Penalty: 4966.654785
	Iteration 11F: 3 clusters Score -4172638 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4173158.000000 Penalty: 4966.654785
	Iteration 12Q: 3 clusters Score -4173158 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4173487.750000 Penalty: 4966.654785
	Iteration 13Q: 3 clusters Score -4173488 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4173633.500000 Penalty: 4966.654785
	Iteration 14Q: 3 clusters Score -4173634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4173739.500000 Penalty: 4966.654785
	Iteration 15Q: 3 clusters Score -4173740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4173821.750000 Penalty: 4966.654785
	Iteration 16Q: 3 clusters Score -4173822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4173853.250000 Penalty: 4966.654785
	Iteration 17Q: 3 clusters Score -4173853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4173877.500000 Penalty: 4966.654785
	Iteration 18Q: 3 clusters Score -4173878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4173902.000000 Penalty: 4966.654785
	Iteration 19Q: 3 clusters Score -4173902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4173910.000000 Penalty: 4966.654785
	Iteration 20F: 3 clusters Score -4173910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4173929.000000 Penalty: 4966.654785
	Iteration 21Q: 3 clusters Score -4173929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4173943.750000 Penalty: 4966.654785
	Iteration 22Q: 3 clusters Score -4173944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4173952.250000 Penalty: 4966.654785
	Iteration 23Q: 3 clusters Score -4173952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4173954.500000 Penalty: 4966.654785
	Iteration 24Q: 3 clusters Score -4173954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4173962.000000 Penalty: 4966.654785
	Iteration 25Q: 3 clusters Score -4173962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4173969.750000 Penalty: 4966.654785
	Iteration 26Q: 3 clusters Score -4173970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4173973.750000 Penalty: 4966.654785
	Iteration 27Q: 3 clusters Score -4173974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4173972.750000 Penalty: 4966.654785
	Iteration 28Q: 3 clusters Score -4173973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4173982.500000 Penalty: 4966.654785
	Iteration 29Q: 3 clusters Score -4173982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4173982.250000 Penalty: 4966.654785
	Iteration 30Q: 3 clusters Score -4173982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4173992.750000 Penalty: 4966.654785
	Iteration 31Q: 3 clusters Score -4173993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4173989.250000 Penalty: 4966.654785
	Iteration 32Q: 3 clusters Score -4173989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4173992.250000 Penalty: 4966.654785
	Iteration 33Q: 3 clusters Score -4173992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4173988.750000 Penalty: 4966.654785
	Iteration 34Q: 3 clusters Score -4173989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4173991.750000 Penalty: 4966.654785
	Iteration 35Q: 3 clusters Score -4173992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4173996.250000 Penalty: 4966.654785
	Iteration 36Q: 3 clusters Score -4173996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4173999.500000 Penalty: 4966.654785
	Iteration 37Q: 3 clusters Score -4174000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4173998.250000 Penalty: 4966.654785
	Iteration 38Q: 3 clusters Score -4173998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4173998.250000 Penalty: 4966.654785
	Iteration 39F: 3 clusters Score -4173998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Entering Unmasked Estep 
Score: -3849206.750000 Penalty: 2462.841064
	Iteration 0F: 2 clusters Score -3849207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3835495.000000 Penalty: 4925.682129
	Iteration 0F: 3 clusters Score -3835495 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3840177.250000 Penalty: 4925.682129
	Iteration 1F: 3 clusters Score -3840177 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3840518.750000 Penalty: 4925.682129
	Iteration 2F: 3 clusters Score -3840519 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3840745.750000 Penalty: 4925.682129
	Iteration 3Q: 3 clusters Score -3840746 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3840971.500000 Penalty: 4925.682129
	Iteration 4Q: 3 clusters Score -3840972 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3841171.250000 Penalty: 4925.682129
	Iteration 5Q: 3 clusters Score -3841171 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3841356.750000 Penalty: 4925.682129
	Iteration 6Q: 3 clusters Score -3841357 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3841592.000000 Penalty: 4925.682129
	Iteration 7Q: 3 clusters Score -3841592 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3841830.500000 Penalty: 4925.682129
	Iteration 8Q: 3 clusters Score -3841830 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3842087.250000 Penalty: 4925.682129
	Iteration 9Q: 3 clusters Score -3842087 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3842555.750000 Penalty: 4925.682129
	Iteration 10Q: 3 clusters Score -3842556 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3843149.750000 Penalty: 4925.682129
	Iteration 11F: 3 clusters Score -3843150 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3843952.750000 Penalty: 4925.682129
	Iteration 12F: 3 clusters Score -3843953 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3844931.000000 Penalty: 4925.682129
	Iteration 13F: 3 clusters Score -3844931 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3845820.250000 Penalty: 4925.682129
	Iteration 14F: 3 clusters Score -3845820 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3846407.000000 Penalty: 4925.682129
	Iteration 15Q: 3 clusters Score -3846407 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3846678.500000 Penalty: 4925.682129
	Iteration 16Q: 3 clusters Score -3846678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3846840.500000 Penalty: 4925.682129
	Iteration 17Q: 3 clusters Score -3846840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3846908.750000 Penalty: 4925.682129
	Iteration 18Q: 3 clusters Score -3846909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3846954.500000 Penalty: 4925.682129
	Iteration 19Q: 3 clusters Score -3846954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3847006.000000 Penalty: 4925.682129
	Iteration 20F: 3 clusters Score -3847006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3847031.250000 Penalty: 4925.682129
	Iteration 21Q: 3 clusters Score -3847031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3847039.250000 Penalty: 4925.682129
	Iteration 22Q: 3 clusters Score -3847039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3847037.000000 Penalty: 4925.682129
	Iteration 23Q: 3 clusters Score -3847037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3847053.250000 Penalty: 4925.682129
	Iteration 24Q: 3 clusters Score -3847053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847058.500000 Penalty: 4925.682129
	Iteration 25Q: 3 clusters Score -3847058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847060.250000 Penalty: 4925.682129
	Iteration 26Q: 3 clusters Score -3847060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847059.000000 Penalty: 4925.682129
	Iteration 27Q: 3 clusters Score -3847059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847059.250000 Penalty: 4925.682129
	Iteration 28Q: 3 clusters Score -3847059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3847063.500000 Penalty: 4925.682129
	Iteration 29Q: 3 clusters Score -3847064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847061.250000 Penalty: 4925.682129
	Iteration 30Q: 3 clusters Score -3847061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3847061.250000 Penalty: 4925.682129
	Iteration 31F: 3 clusters Score -3847061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -581042.625000 Penalty: 1981.411011
	Iteration 0F: 2 clusters Score -581042.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -577796.875000 Penalty: 3962.822021
	Iteration 0F: 3 clusters Score -577796.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -578415.750000 Penalty: 3962.822021
	Iteration 1F: 3 clusters Score -578415.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -578554.562500 Penalty: 3962.822021
	Iteration 2F: 3 clusters Score -578554.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -578641.562500 Penalty: 3962.822021
	Iteration 3Q: 3 clusters Score -578641.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -578702.375000 Penalty: 3962.822021
	Iteration 4Q: 3 clusters Score -578702.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -578753.000000 Penalty: 3962.822021
	Iteration 5Q: 3 clusters Score -578753 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -578785.062500 Penalty: 3962.822021
	Iteration 6Q: 3 clusters Score -578785.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -578806.750000 Penalty: 3962.822021
	Iteration 7Q: 3 clusters Score -578806.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -578819.625000 Penalty: 3962.822021
	Iteration 8Q: 3 clusters Score -578819.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -578831.500000 Penalty: 3962.822021
	Iteration 9Q: 3 clusters Score -578831.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -578842.375000 Penalty: 3962.822021
	Iteration 10Q: 3 clusters Score -578842.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -578854.437500 Penalty: 3962.822021
	Iteration 11Q: 3 clusters Score -578854.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -578866.750000 Penalty: 3962.822021
	Iteration 12Q: 3 clusters Score -578866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -578876.625000 Penalty: 3962.822021
	Iteration 13Q: 3 clusters Score -578876.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -578883.312500 Penalty: 3962.822021
	Iteration 14Q: 3 clusters Score -578883.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -578890.187500 Penalty: 3962.822021
	Iteration 15Q: 3 clusters Score -578890.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -578895.875000 Penalty: 3962.822021
	Iteration 16Q: 3 clusters Score -578895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -578901.125000 Penalty: 3962.822021
	Iteration 17Q: 3 clusters Score -578901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -578904.000000 Penalty: 3962.822021
	Iteration 18Q: 3 clusters Score -578904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -578910.500000 Penalty: 3962.822021
	Iteration 19Q: 3 clusters Score -578910.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -578912.125000 Penalty: 3962.822021
	Iteration 20F: 3 clusters Score -578912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -578915.500000 Penalty: 3962.822021
	Iteration 21Q: 3 clusters Score -578915.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -578919.000000 Penalty: 3962.822021
	Iteration 22Q: 3 clusters Score -578919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -578921.250000 Penalty: 3962.822021
	Iteration 23Q: 3 clusters Score -578921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -578922.000000 Penalty: 3962.822021
	Iteration 24Q: 3 clusters Score -578922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -578923.250000 Penalty: 3962.822021
	Iteration 25Q: 3 clusters Score -578923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -578924.437500 Penalty: 3962.822021
	Iteration 26Q: 3 clusters Score -578924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -578928.000000 Penalty: 3962.822021
	Iteration 27Q: 3 clusters Score -578928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -578932.187500 Penalty: 3962.822021
	Iteration 28Q: 3 clusters Score -578932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -578938.875000 Penalty: 3962.822021
	Iteration 29Q: 3 clusters Score -578938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -578947.375000 Penalty: 3962.822021
	Iteration 30Q: 3 clusters Score -578947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -578951.875000 Penalty: 3962.822021
	Iteration 31Q: 3 clusters Score -578951.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -578955.187500 Penalty: 3962.822021
	Iteration 32Q: 3 clusters Score -578955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -578958.625000 Penalty: 3962.822021
	Iteration 33Q: 3 clusters Score -578958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -578961.000000 Penalty: 3962.822021
	Iteration 34Q: 3 clusters Score -578961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -578960.125000 Penalty: 3962.822021
	Iteration 35Q: 3 clusters Score -578960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -578960.125000 Penalty: 3962.822021
	Iteration 36F: 3 clusters Score -578960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -175195.000000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175195 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175541.671875 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175541.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -175655.656250 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175655.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -175795.703125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175795.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175861.578125 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175900.875000 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175900.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175938.234375 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175938.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -175971.406250 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175971.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -175989.046875 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -176006.406250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176030.343750 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -176044.187500 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176044.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176047.625000 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -176054.093750 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176060.640625 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176073.562500 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176081.406250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -176086.156250 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176087.046875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -176089.796875 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176095.390625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -176098.375000 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -176098.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -176107.734375 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -176107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176115.031250 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -176115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176121.640625 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -176121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -176126.250000 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -176126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176127.187500 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -176127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176127.187500 Penalty: 3438.010010
	Iteration 27F: 3 clusters Score -176127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -3868476.250000 Penalty: 2463.876465
	Iteration 0F: 2 clusters Score -3868476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3854673.250000 Penalty: 4927.752930
	Iteration 0F: 3 clusters Score -3854673 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3859555.250000 Penalty: 4927.752930
	Iteration 1F: 3 clusters Score -3859555 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3859948.500000 Penalty: 4927.752930
	Iteration 2F: 3 clusters Score -3859948 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3860246.500000 Penalty: 4927.752930
	Iteration 3Q: 3 clusters Score -3860246 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3860531.500000 Penalty: 4927.752930
	Iteration 4Q: 3 clusters Score -3860532 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3860836.750000 Penalty: 4927.752930
	Iteration 5Q: 3 clusters Score -3860837 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3861199.750000 Penalty: 4927.752930
	Iteration 6Q: 3 clusters Score -3861200 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3861649.250000 Penalty: 4927.752930
	Iteration 7Q: 3 clusters Score -3861649 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3862173.000000 Penalty: 4927.752930
	Iteration 8Q: 3 clusters Score -3862173 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3862844.750000 Penalty: 4927.752930
	Iteration 9Q: 3 clusters Score -3862845 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3863545.500000 Penalty: 4927.752930
	Iteration 10Q: 3 clusters Score -3863546 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3864329.500000 Penalty: 4927.752930
	Iteration 11Q: 3 clusters Score -3864330 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3864989.750000 Penalty: 4927.752930
	Iteration 12Q: 3 clusters Score -3864990 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3865403.250000 Penalty: 4927.752930
	Iteration 13Q: 3 clusters Score -3865403 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3865669.750000 Penalty: 4927.752930
	Iteration 14Q: 3 clusters Score -3865670 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3865854.750000 Penalty: 4927.752930
	Iteration 15Q: 3 clusters Score -3865855 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3866000.750000 Penalty: 4927.752930
	Iteration 16Q: 3 clusters Score -3866001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3866100.000000 Penalty: 4927.752930
	Iteration 17Q: 3 clusters Score -3866100 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3866186.250000 Penalty: 4927.752930
	Iteration 18Q: 3 clusters Score -3866186 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3866228.500000 Penalty: 4927.752930
	Iteration 19Q: 3 clusters Score -3866228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3866270.750000 Penalty: 4927.752930
	Iteration 20F: 3 clusters Score -3866271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3866316.000000 Penalty: 4927.752930
	Iteration 21Q: 3 clusters Score -3866316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3866358.000000 Penalty: 4927.752930
	Iteration 22Q: 3 clusters Score -3866358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3866377.500000 Penalty: 4927.752930
	Iteration 23Q: 3 clusters Score -3866378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3866396.750000 Penalty: 4927.752930
	Iteration 24Q: 3 clusters Score -3866397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3866417.250000 Penalty: 4927.752930
	Iteration 25Q: 3 clusters Score -3866417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3866431.750000 Penalty: 4927.752930
	Iteration 26Q: 3 clusters Score -3866432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3866436.500000 Penalty: 4927.752930
	Iteration 27Q: 3 clusters Score -3866436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3866452.750000 Penalty: 4927.752930
	Iteration 28Q: 3 clusters Score -3866453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3866468.000000 Penalty: 4927.752930
	Iteration 29Q: 3 clusters Score -3866468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3866494.250000 Penalty: 4927.752930
	Iteration 30Q: 3 clusters Score -3866494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3866506.000000 Penalty: 4927.752930
	Iteration 31Q: 3 clusters Score -3866506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3866510.250000 Penalty: 4927.752930
	Iteration 32Q: 3 clusters Score -3866510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3866517.250000 Penalty: 4927.752930
	Iteration 33Q: 3 clusters Score -3866517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3866531.250000 Penalty: 4927.752930
	Iteration 34Q: 3 clusters Score -3866531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3866526.500000 Penalty: 4927.752930
	Iteration 35Q: 3 clusters Score -3866526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3866527.500000 Penalty: 4927.752930
	Iteration 36Q: 3 clusters Score -3866528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3866525.000000 Penalty: 4927.752930
	Iteration 37Q: 3 clusters Score -3866525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3866526.250000 Penalty: 4927.752930
	Iteration 38Q: 3 clusters Score -3866526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3866526.500000 Penalty: 4927.752930
	Iteration 39Q: 3 clusters Score -3866526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3866532.250000 Penalty: 4927.752930
	Iteration 40F: 3 clusters Score -3866532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3866533.250000 Penalty: 4927.752930
	Iteration 41Q: 3 clusters Score -3866533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3866532.250000 Penalty: 4927.752930
	Iteration 42Q: 3 clusters Score -3866532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3866532.000000 Penalty: 4927.752930
	Iteration 43Q: 3 clusters Score -3866532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3866534.750000 Penalty: 4927.752930
	Iteration 44Q: 3 clusters Score -3866535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3866534.000000 Penalty: 4927.752930
	Iteration 45Q: 3 clusters Score -3866534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3866531.750000 Penalty: 4927.752930
	Iteration 46Q: 3 clusters Score -3866532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3866533.750000 Penalty: 4927.752930
	Iteration 47Q: 3 clusters Score -3866534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3866533.500000 Penalty: 4927.752930
	Iteration 48Q: 3 clusters Score -3866534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3866532.500000 Penalty: 4927.752930
	Iteration 49Q: 3 clusters Score -3866532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3866530.750000 Penalty: 4927.752930
	Iteration 50Q: 3 clusters Score -3866531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3866533.000000 Penalty: 4927.752930
	Iteration 51Q: 3 clusters Score -3866533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3866533.000000 Penalty: 4927.752930
	Iteration 52Q: 3 clusters Score -3866533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3866530.750000 Penalty: 4927.752930
	Iteration 53Q: 3 clusters Score -3866531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3866527.250000 Penalty: 4927.752930
	Iteration 54Q: 3 clusters Score -3866527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3866533.000000 Penalty: 4927.752930
	Iteration 55Q: 3 clusters Score -3866533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3866533.000000 Penalty: 4927.752930
	Iteration 56F: 3 clusters Score -3866533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -218172.765625 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -218172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -216140.718750 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -216140.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216422.187500 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -216422.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -216516.921875 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -216516.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -216608.437500 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -216608.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -216750.375000 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -216750.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -216935.984375 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -216936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -217082.828125 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -217082.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -217222.453125 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -217222.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -217320.125000 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -217320.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -217403.031250 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -217403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -217469.203125 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -217469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -217516.390625 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -217516.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -217548.359375 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -217548.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -217583.781250 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -217583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -217610.140625 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -217610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -217621.125000 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -217621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -217627.500000 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -217627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -217631.265625 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -217631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -217631.265625 Penalty: 3510.020264
	Iteration 18F: 3 clusters Score -217631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Entering Unmasked Estep 
Score: -2357059.750000 Penalty: 2326.093262
	Iteration 0F: 2 clusters Score -2357060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2348653.250000 Penalty: 4652.186523
	Iteration 0F: 3 clusters Score -2348653 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2351203.000000 Penalty: 4652.186523
	Iteration 1F: 3 clusters Score -2351203 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2351546.000000 Penalty: 4652.186523
	Iteration 2F: 3 clusters Score -2351546 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2351805.000000 Penalty: 4652.186523
	Iteration 3F: 3 clusters Score -2351805 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2352009.250000 Penalty: 4652.186523
	Iteration 4Q: 3 clusters Score -2352009 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2352187.500000 Penalty: 4652.186523
	Iteration 5Q: 3 clusters Score -2352188 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2352341.500000 Penalty: 4652.186523
	Iteration 6Q: 3 clusters Score -2352342 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2352515.750000 Penalty: 4652.186523
	Iteration 7Q: 3 clusters Score -2352516 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2352712.000000 Penalty: 4652.186523
	Iteration 8Q: 3 clusters Score -2352712 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2352935.250000 Penalty: 4652.186523
	Iteration 9Q: 3 clusters Score -2352935 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2353252.500000 Penalty: 4652.186523
	Iteration 10Q: 3 clusters Score -2353252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2353599.250000 Penalty: 4652.186523
	Iteration 11Q: 3 clusters Score -2353599 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2353953.500000 Penalty: 4652.186523
	Iteration 12Q: 3 clusters Score -2353954 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2354317.250000 Penalty: 4652.186523
	Iteration 13Q: 3 clusters Score -2354317 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2354573.000000 Penalty: 4652.186523
	Iteration 14Q: 3 clusters Score -2354573 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2354774.000000 Penalty: 4652.186523
	Iteration 15Q: 3 clusters Score -2354774 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2354904.750000 Penalty: 4652.186523
	Iteration 16Q: 3 clusters Score -2354905 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2354958.500000 Penalty: 4652.186523
	Iteration 17Q: 3 clusters Score -2354958 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2354990.750000 Penalty: 4652.186523
	Iteration 18Q: 3 clusters Score -2354991 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2355021.000000 Penalty: 4652.186523
	Iteration 19Q: 3 clusters Score -2355021 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2355047.750000 Penalty: 4652.186523
	Iteration 20F: 3 clusters Score -2355048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2355062.250000 Penalty: 4652.186523
	Iteration 21Q: 3 clusters Score -2355062 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2355065.000000 Penalty: 4652.186523
	Iteration 22Q: 3 clusters Score -2355065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2355087.000000 Penalty: 4652.186523
	Iteration 23Q: 3 clusters Score -2355087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2355094.500000 Penalty: 4652.186523
	Iteration 24Q: 3 clusters Score -2355094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2355093.500000 Penalty: 4652.186523
	Iteration 25Q: 3 clusters Score -2355094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2355105.500000 Penalty: 4652.186523
	Iteration 26Q: 3 clusters Score -2355106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2355113.000000 Penalty: 4652.186523
	Iteration 27Q: 3 clusters Score -2355113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2355136.750000 Penalty: 4652.186523
	Iteration 28Q: 3 clusters Score -2355137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2355146.250000 Penalty: 4652.186523
	Iteration 29Q: 3 clusters Score -2355146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2355164.250000 Penalty: 4652.186523
	Iteration 30Q: 3 clusters Score -2355164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2355158.750000 Penalty: 4652.186523
	Iteration 31Q: 3 clusters Score -2355159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2355167.500000 Penalty: 4652.186523
	Iteration 32Q: 3 clusters Score -2355168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2355173.500000 Penalty: 4652.186523
	Iteration 33Q: 3 clusters Score -2355174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2355174.500000 Penalty: 4652.186523
	Iteration 34Q: 3 clusters Score -2355174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2355178.500000 Penalty: 4652.186523
	Iteration 35Q: 3 clusters Score -2355178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2355178.000000 Penalty: 4652.186523
	Iteration 36Q: 3 clusters Score -2355178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2355189.250000 Penalty: 4652.186523
	Iteration 37Q: 3 clusters Score -2355189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2355187.000000 Penalty: 4652.186523
	Iteration 38Q: 3 clusters Score -2355187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2355188.500000 Penalty: 4652.186523
	Iteration 39Q: 3 clusters Score -2355188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2355194.000000 Penalty: 4652.186523
	Iteration 40F: 3 clusters Score -2355194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2355192.000000 Penalty: 4652.186523
	Iteration 41Q: 3 clusters Score -2355192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2355196.500000 Penalty: 4652.186523
	Iteration 42Q: 3 clusters Score -2355196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2355196.000000 Penalty: 4652.186523
	Iteration 43Q: 3 clusters Score -2355196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2355196.500000 Penalty: 4652.186523
	Iteration 44Q: 3 clusters Score -2355196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2355199.500000 Penalty: 4652.186523
	Iteration 45Q: 3 clusters Score -2355200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2355199.000000 Penalty: 4652.186523
	Iteration 46Q: 3 clusters Score -2355199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2355198.000000 Penalty: 4652.186523
	Iteration 47Q: 3 clusters Score -2355198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2355198.000000 Penalty: 4652.186523
	Iteration 48F: 3 clusters Score -2355198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17494.636719 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17494.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17677.767578 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17677.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17795.792969 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17795.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17843.533203 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17843.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17856.767578 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17856.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17878.451172 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -17878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17935.955078 Penalty: 2507.897949
	Iteration 6Q: 3 clusters Score -17935.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17935.955078 Penalty: 2507.897949
	Iteration 7F: 3 clusters Score -17935.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Entering Unmasked Estep 
Score: -903399.062500 Penalty: 2108.062256
	Iteration 0F: 2 clusters Score -903399.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -899010.000000 Penalty: 4216.124512
	Iteration 0F: 3 clusters Score -899010 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -900091.937500 Penalty: 4216.124512
	Iteration 1F: 3 clusters Score -900091.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -900313.250000 Penalty: 4216.124512
	Iteration 2F: 3 clusters Score -900313.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -900465.062500 Penalty: 4216.124512
	Iteration 3F: 3 clusters Score -900465.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -900579.687500 Penalty: 4216.124512
	Iteration 4Q: 3 clusters Score -900579.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -900695.187500 Penalty: 4216.124512
	Iteration 5Q: 3 clusters Score -900695.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -900813.625000 Penalty: 4216.124512
	Iteration 6Q: 3 clusters Score -900813.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -900916.000000 Penalty: 4216.124512
	Iteration 7Q: 3 clusters Score -900916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -901012.125000 Penalty: 4216.124512
	Iteration 8Q: 3 clusters Score -901012.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -901099.875000 Penalty: 4216.124512
	Iteration 9Q: 3 clusters Score -901099.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -901171.562500 Penalty: 4216.124512
	Iteration 10Q: 3 clusters Score -901171.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -901227.812500 Penalty: 4216.124512
	Iteration 11Q: 3 clusters Score -901227.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -901296.625000 Penalty: 4216.124512
	Iteration 12Q: 3 clusters Score -901296.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -901340.687500 Penalty: 4216.124512
	Iteration 13Q: 3 clusters Score -901340.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -901376.375000 Penalty: 4216.124512
	Iteration 14Q: 3 clusters Score -901376.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -901404.000000 Penalty: 4216.124512
	Iteration 15Q: 3 clusters Score -901404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -901423.187500 Penalty: 4216.124512
	Iteration 16Q: 3 clusters Score -901423.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -901437.125000 Penalty: 4216.124512
	Iteration 17Q: 3 clusters Score -901437.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -901443.250000 Penalty: 4216.124512
	Iteration 18Q: 3 clusters Score -901443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -901450.187500 Penalty: 4216.124512
	Iteration 19Q: 3 clusters Score -901450.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -901454.750000 Penalty: 4216.124512
	Iteration 20F: 3 clusters Score -901454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -901460.625000 Penalty: 4216.124512
	Iteration 21Q: 3 clusters Score -901460.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -901467.250000 Penalty: 4216.124512
	Iteration 22Q: 3 clusters Score -901467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -901473.125000 Penalty: 4216.124512
	Iteration 23Q: 3 clusters Score -901473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -901475.187500 Penalty: 4216.124512
	Iteration 24Q: 3 clusters Score -901475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -901478.375000 Penalty: 4216.124512
	Iteration 25Q: 3 clusters Score -901478.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -901481.437500 Penalty: 4216.124512
	Iteration 26Q: 3 clusters Score -901481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -901481.625000 Penalty: 4216.124512
	Iteration 27Q: 3 clusters Score -901481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -901486.625000 Penalty: 4216.124512
	Iteration 28Q: 3 clusters Score -901486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -901490.562500 Penalty: 4216.124512
	Iteration 29Q: 3 clusters Score -901490.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -901495.000000 Penalty: 4216.124512
	Iteration 30Q: 3 clusters Score -901495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -901498.437500 Penalty: 4216.124512
	Iteration 31Q: 3 clusters Score -901498.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -901504.000000 Penalty: 4216.124512
	Iteration 32Q: 3 clusters Score -901504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -901504.375000 Penalty: 4216.124512
	Iteration 33Q: 3 clusters Score -901504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -901506.437500 Penalty: 4216.124512
	Iteration 34Q: 3 clusters Score -901506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -901505.125000 Penalty: 4216.124512
	Iteration 35Q: 3 clusters Score -901505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -901505.125000 Penalty: 4216.124512
	Iteration 36F: 3 clusters Score -901505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Entering Unmasked Estep 
Score: -2743847.500000 Penalty: 2365.599854
	Iteration 0F: 2 clusters Score -2743848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2733972.250000 Penalty: 4731.199707
	Iteration 0F: 3 clusters Score -2733972 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2737066.500000 Penalty: 4731.199707
	Iteration 1F: 3 clusters Score -2737066 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2737335.750000 Penalty: 4731.199707
	Iteration 2F: 3 clusters Score -2737336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2737544.500000 Penalty: 4731.199707
	Iteration 3Q: 3 clusters Score -2737544 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2737743.000000 Penalty: 4731.199707
	Iteration 4Q: 3 clusters Score -2737743 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2737920.250000 Penalty: 4731.199707
	Iteration 5Q: 3 clusters Score -2737920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2738122.750000 Penalty: 4731.199707
	Iteration 6Q: 3 clusters Score -2738123 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2738374.500000 Penalty: 4731.199707
	Iteration 7Q: 3 clusters Score -2738374 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2738669.500000 Penalty: 4731.199707
	Iteration 8Q: 3 clusters Score -2738670 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2739077.250000 Penalty: 4731.199707
	Iteration 9Q: 3 clusters Score -2739077 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2739534.000000 Penalty: 4731.199707
	Iteration 10F: 3 clusters Score -2739534 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2739989.250000 Penalty: 4731.199707
	Iteration 11Q: 3 clusters Score -2739989 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2740471.500000 Penalty: 4731.199707
	Iteration 12Q: 3 clusters Score -2740472 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2740860.250000 Penalty: 4731.199707
	Iteration 13Q: 3 clusters Score -2740860 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2741229.750000 Penalty: 4731.199707
	Iteration 14Q: 3 clusters Score -2741230 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2741495.500000 Penalty: 4731.199707
	Iteration 15Q: 3 clusters Score -2741496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2741666.000000 Penalty: 4731.199707
	Iteration 16Q: 3 clusters Score -2741666 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2741755.250000 Penalty: 4731.199707
	Iteration 17Q: 3 clusters Score -2741755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2741792.000000 Penalty: 4731.199707
	Iteration 18Q: 3 clusters Score -2741792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2741832.000000 Penalty: 4731.199707
	Iteration 19Q: 3 clusters Score -2741832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2741846.500000 Penalty: 4731.199707
	Iteration 20F: 3 clusters Score -2741846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2741861.250000 Penalty: 4731.199707
	Iteration 21Q: 3 clusters Score -2741861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2741864.500000 Penalty: 4731.199707
	Iteration 22Q: 3 clusters Score -2741864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2741862.500000 Penalty: 4731.199707
	Iteration 23Q: 3 clusters Score -2741862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2741876.500000 Penalty: 4731.199707
	Iteration 24Q: 3 clusters Score -2741876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2741882.500000 Penalty: 4731.199707
	Iteration 25Q: 3 clusters Score -2741882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2741883.500000 Penalty: 4731.199707
	Iteration 26Q: 3 clusters Score -2741884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2741880.000000 Penalty: 4731.199707
	Iteration 27Q: 3 clusters Score -2741880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2741880.500000 Penalty: 4731.199707
	Iteration 28Q: 3 clusters Score -2741880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2741879.250000 Penalty: 4731.199707
	Iteration 29Q: 3 clusters Score -2741879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2741883.250000 Penalty: 4731.199707
	Iteration 30Q: 3 clusters Score -2741883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2741884.500000 Penalty: 4731.199707
	Iteration 31Q: 3 clusters Score -2741884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2741886.000000 Penalty: 4731.199707
	Iteration 32Q: 3 clusters Score -2741886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2741888.000000 Penalty: 4731.199707
	Iteration 33Q: 3 clusters Score -2741888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2741888.250000 Penalty: 4731.199707
	Iteration 34Q: 3 clusters Score -2741888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2741889.250000 Penalty: 4731.199707
	Iteration 35Q: 3 clusters Score -2741889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2741889.500000 Penalty: 4731.199707
	Iteration 36Q: 3 clusters Score -2741890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2741888.750000 Penalty: 4731.199707
	Iteration 37Q: 3 clusters Score -2741889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2741887.750000 Penalty: 4731.199707
	Iteration 38Q: 3 clusters Score -2741888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2741891.750000 Penalty: 4731.199707
	Iteration 39Q: 3 clusters Score -2741892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2741890.250000 Penalty: 4731.199707
	Iteration 40F: 3 clusters Score -2741890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2741895.750000 Penalty: 4731.199707
	Iteration 41Q: 3 clusters Score -2741896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2741895.750000 Penalty: 4731.199707
	Iteration 42Q: 3 clusters Score -2741896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2741902.250000 Penalty: 4731.199707
	Iteration 43Q: 3 clusters Score -2741902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2741900.250000 Penalty: 4731.199707
	Iteration 44Q: 3 clusters Score -2741900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2741901.750000 Penalty: 4731.199707
	Iteration 45Q: 3 clusters Score -2741902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2741904.250000 Penalty: 4731.199707
	Iteration 46Q: 3 clusters Score -2741904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2741904.250000 Penalty: 4731.199707
	Iteration 47Q: 3 clusters Score -2741904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2741902.250000 Penalty: 4731.199707
	Iteration 48Q: 3 clusters Score -2741902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2741903.000000 Penalty: 4731.199707
	Iteration 49Q: 3 clusters Score -2741903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2741903.000000 Penalty: 4731.199707
	Iteration 50F: 3 clusters Score -2741903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Entering Unmasked Estep 
Score: -3593059.750000 Penalty: 2445.216797
	Iteration 0F: 2 clusters Score -3593060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3579689.750000 Penalty: 4890.433594
	Iteration 0F: 3 clusters Score -3579690 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3584031.500000 Penalty: 4890.433594
	Iteration 1F: 3 clusters Score -3584032 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3584344.750000 Penalty: 4890.433594
	Iteration 2F: 3 clusters Score -3584345 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3584570.000000 Penalty: 4890.433594
	Iteration 3Q: 3 clusters Score -3584570 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3584785.000000 Penalty: 4890.433594
	Iteration 4Q: 3 clusters Score -3584785 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3584948.250000 Penalty: 4890.433594
	Iteration 5Q: 3 clusters Score -3584948 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3585133.000000 Penalty: 4890.433594
	Iteration 6Q: 3 clusters Score -3585133 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3585351.750000 Penalty: 4890.433594
	Iteration 7Q: 3 clusters Score -3585352 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3585603.500000 Penalty: 4890.433594
	Iteration 8Q: 3 clusters Score -3585604 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3585883.500000 Penalty: 4890.433594
	Iteration 9Q: 3 clusters Score -3585884 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3586304.000000 Penalty: 4890.433594
	Iteration 10Q: 3 clusters Score -3586304 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3586926.250000 Penalty: 4890.433594
	Iteration 11F: 3 clusters Score -3586926 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3587727.500000 Penalty: 4890.433594
	Iteration 12F: 3 clusters Score -3587728 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3588555.250000 Penalty: 4890.433594
	Iteration 13F: 3 clusters Score -3588555 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3589404.750000 Penalty: 4890.433594
	Iteration 14Q: 3 clusters Score -3589405 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3590078.750000 Penalty: 4890.433594
	Iteration 15Q: 3 clusters Score -3590079 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3590514.500000 Penalty: 4890.433594
	Iteration 16Q: 3 clusters Score -3590514 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3590816.750000 Penalty: 4890.433594
	Iteration 17Q: 3 clusters Score -3590817 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3590988.500000 Penalty: 4890.433594
	Iteration 18Q: 3 clusters Score -3590988 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -3591093.750000 Penalty: 4890.433594
	Iteration 19Q: 3 clusters Score -3591094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3591151.000000 Penalty: 4890.433594
	Iteration 20F: 3 clusters Score -3591151 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3591198.000000 Penalty: 4890.433594
	Iteration 21Q: 3 clusters Score -3591198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3591228.000000 Penalty: 4890.433594
	Iteration 22Q: 3 clusters Score -3591228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3591254.250000 Penalty: 4890.433594
	Iteration 23Q: 3 clusters Score -3591254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3591266.500000 Penalty: 4890.433594
	Iteration 24Q: 3 clusters Score -3591266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3591278.250000 Penalty: 4890.433594
	Iteration 25Q: 3 clusters Score -3591278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3591287.250000 Penalty: 4890.433594
	Iteration 26Q: 3 clusters Score -3591287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3591291.250000 Penalty: 4890.433594
	Iteration 27Q: 3 clusters Score -3591291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3591292.250000 Penalty: 4890.433594
	Iteration 28Q: 3 clusters Score -3591292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3591305.750000 Penalty: 4890.433594
	Iteration 29Q: 3 clusters Score -3591306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3591309.500000 Penalty: 4890.433594
	Iteration 30Q: 3 clusters Score -3591310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3591315.000000 Penalty: 4890.433594
	Iteration 31Q: 3 clusters Score -3591315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3591324.250000 Penalty: 4890.433594
	Iteration 32Q: 3 clusters Score -3591324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3591323.250000 Penalty: 4890.433594
	Iteration 33Q: 3 clusters Score -3591323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3591326.250000 Penalty: 4890.433594
	Iteration 34Q: 3 clusters Score -3591326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3591323.750000 Penalty: 4890.433594
	Iteration 35Q: 3 clusters Score -3591324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3591333.250000 Penalty: 4890.433594
	Iteration 36Q: 3 clusters Score -3591333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3591333.750000 Penalty: 4890.433594
	Iteration 37Q: 3 clusters Score -3591334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3591334.750000 Penalty: 4890.433594
	Iteration 38Q: 3 clusters Score -3591335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3591336.500000 Penalty: 4890.433594
	Iteration 39Q: 3 clusters Score -3591336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3591336.500000 Penalty: 4890.433594
	Iteration 40F: 3 clusters Score -3591336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3591333.250000 Penalty: 4890.433594
	Iteration 41Q: 3 clusters Score -3591333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3591335.750000 Penalty: 4890.433594
	Iteration 42Q: 3 clusters Score -3591336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3591336.250000 Penalty: 4890.433594
	Iteration 43Q: 3 clusters Score -3591336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3591336.250000 Penalty: 4890.433594
	Iteration 44F: 3 clusters Score -3591336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Entering Unmasked Estep 
Score: -5135443.500000 Penalty: 2537.669678
	Iteration 0F: 2 clusters Score -5135444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -5116796.500000 Penalty: 5075.339355
	Iteration 0F: 3 clusters Score -5116796 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -5123409.000000 Penalty: 5075.339355
	Iteration 1F: 3 clusters Score -5123409 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5123724.000000 Penalty: 5075.339355
	Iteration 2Q: 3 clusters Score -5123724 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5123960.000000 Penalty: 5075.339355
	Iteration 3Q: 3 clusters Score -5123960 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5124204.000000 Penalty: 5075.339355
	Iteration 4Q: 3 clusters Score -5124204 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -5124461.500000 Penalty: 5075.339355
	Iteration 5Q: 3 clusters Score -5124462 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5124742.500000 Penalty: 5075.339355
	Iteration 6Q: 3 clusters Score -5124742 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5125105.500000 Penalty: 5075.339355
	Iteration 7Q: 3 clusters Score -5125106 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -5125673.000000 Penalty: 5075.339355
	Iteration 8Q: 3 clusters Score -5125673 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5126482.500000 Penalty: 5075.339355
	Iteration 9F: 3 clusters Score -5126482 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5127643.000000 Penalty: 5075.339355
	Iteration 10F: 3 clusters Score -5127643 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5128978.500000 Penalty: 5075.339355
	Iteration 11F: 3 clusters Score -5128978 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5130250.500000 Penalty: 5075.339355
	Iteration 12F: 3 clusters Score -5130250 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5131250.500000 Penalty: 5075.339355
	Iteration 13Q: 3 clusters Score -5131250 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5131922.000000 Penalty: 5075.339355
	Iteration 14Q: 3 clusters Score -5131922 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5132360.500000 Penalty: 5075.339355
	Iteration 15Q: 3 clusters Score -5132360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5132678.500000 Penalty: 5075.339355
	Iteration 16Q: 3 clusters Score -5132678 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5132903.000000 Penalty: 5075.339355
	Iteration 17Q: 3 clusters Score -5132903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5133036.000000 Penalty: 5075.339355
	Iteration 18Q: 3 clusters Score -5133036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5133126.000000 Penalty: 5075.339355
	Iteration 19Q: 3 clusters Score -5133126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5133183.500000 Penalty: 5075.339355
	Iteration 20F: 3 clusters Score -5133184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5133226.000000 Penalty: 5075.339355
	Iteration 21Q: 3 clusters Score -5133226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5133263.000000 Penalty: 5075.339355
	Iteration 22Q: 3 clusters Score -5133263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5133289.500000 Penalty: 5075.339355
	Iteration 23Q: 3 clusters Score -5133290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5133315.500000 Penalty: 5075.339355
	Iteration 24Q: 3 clusters Score -5133316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5133338.500000 Penalty: 5075.339355
	Iteration 25Q: 3 clusters Score -5133338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5133362.000000 Penalty: 5075.339355
	Iteration 26Q: 3 clusters Score -5133362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5133377.500000 Penalty: 5075.339355
	Iteration 27Q: 3 clusters Score -5133378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5133385.000000 Penalty: 5075.339355
	Iteration 28Q: 3 clusters Score -5133385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5133391.500000 Penalty: 5075.339355
	Iteration 29Q: 3 clusters Score -5133392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5133394.000000 Penalty: 5075.339355
	Iteration 30Q: 3 clusters Score -5133394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5133396.500000 Penalty: 5075.339355
	Iteration 31Q: 3 clusters Score -5133396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5133399.000000 Penalty: 5075.339355
	Iteration 32Q: 3 clusters Score -5133399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5133396.000000 Penalty: 5075.339355
	Iteration 33Q: 3 clusters Score -5133396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5133392.500000 Penalty: 5075.339355
	Iteration 34Q: 3 clusters Score -5133392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5133392.500000 Penalty: 5075.339355
	Iteration 35F: 3 clusters Score -5133392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Entering Unmasked Estep 
Score: -3785226.000000 Penalty: 2458.164062
	Iteration 0F: 2 clusters Score -3785226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3771550.500000 Penalty: 4916.328125
	Iteration 0F: 3 clusters Score -3771550 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -3776367.250000 Penalty: 4916.328125
	Iteration 1F: 3 clusters Score -3776367 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3776742.000000 Penalty: 4916.328125
	Iteration 2F: 3 clusters Score -3776742 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3777026.750000 Penalty: 4916.328125
	Iteration 3Q: 3 clusters Score -3777027 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3777284.500000 Penalty: 4916.328125
	Iteration 4Q: 3 clusters Score -3777284 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3777569.000000 Penalty: 4916.328125
	Iteration 5Q: 3 clusters Score -3777569 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3777882.750000 Penalty: 4916.328125
	Iteration 6Q: 3 clusters Score -3777883 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3778275.000000 Penalty: 4916.328125
	Iteration 7Q: 3 clusters Score -3778275 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3778801.250000 Penalty: 4916.328125
	Iteration 8Q: 3 clusters Score -3778801 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3779468.750000 Penalty: 4916.328125
	Iteration 9F: 3 clusters Score -3779469 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3780249.500000 Penalty: 4916.328125
	Iteration 10F: 3 clusters Score -3780250 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3781021.250000 Penalty: 4916.328125
	Iteration 11Q: 3 clusters Score -3781021 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3781684.250000 Penalty: 4916.328125
	Iteration 12Q: 3 clusters Score -3781684 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3782176.500000 Penalty: 4916.328125
	Iteration 13Q: 3 clusters Score -3782176 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3782508.000000 Penalty: 4916.328125
	Iteration 14Q: 3 clusters Score -3782508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3782722.750000 Penalty: 4916.328125
	Iteration 15Q: 3 clusters Score -3782723 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3782855.250000 Penalty: 4916.328125
	Iteration 16Q: 3 clusters Score -3782855 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3782943.250000 Penalty: 4916.328125
	Iteration 17Q: 3 clusters Score -3782943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3783019.000000 Penalty: 4916.328125
	Iteration 18Q: 3 clusters Score -3783019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3783042.250000 Penalty: 4916.328125
	Iteration 19Q: 3 clusters Score -3783042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3783062.000000 Penalty: 4916.328125
	Iteration 20F: 3 clusters Score -3783062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3783082.000000 Penalty: 4916.328125
	Iteration 21Q: 3 clusters Score -3783082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3783101.000000 Penalty: 4916.328125
	Iteration 22Q: 3 clusters Score -3783101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3783111.250000 Penalty: 4916.328125
	Iteration 23Q: 3 clusters Score -3783111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3783124.250000 Penalty: 4916.328125
	Iteration 24Q: 3 clusters Score -3783124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3783135.500000 Penalty: 4916.328125
	Iteration 25Q: 3 clusters Score -3783136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3783142.750000 Penalty: 4916.328125
	Iteration 26Q: 3 clusters Score -3783143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3783156.750000 Penalty: 4916.328125
	Iteration 27Q: 3 clusters Score -3783157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3783160.250000 Penalty: 4916.328125
	Iteration 28Q: 3 clusters Score -3783160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3783158.250000 Penalty: 4916.328125
	Iteration 29Q: 3 clusters Score -3783158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3783162.250000 Penalty: 4916.328125
	Iteration 30Q: 3 clusters Score -3783162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3783173.250000 Penalty: 4916.328125
	Iteration 31Q: 3 clusters Score -3783173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3783176.500000 Penalty: 4916.328125
	Iteration 32Q: 3 clusters Score -3783176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3783176.500000 Penalty: 4916.328125
	Iteration 33Q: 3 clusters Score -3783176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3783177.500000 Penalty: 4916.328125
	Iteration 34Q: 3 clusters Score -3783178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3783185.250000 Penalty: 4916.328125
	Iteration 35Q: 3 clusters Score -3783185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3783187.250000 Penalty: 4916.328125
	Iteration 36Q: 3 clusters Score -3783187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3783187.250000 Penalty: 4916.328125
	Iteration 37Q: 3 clusters Score -3783187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3783190.750000 Penalty: 4916.328125
	Iteration 38Q: 3 clusters Score -3783191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3783190.750000 Penalty: 4916.328125
	Iteration 39F: 3 clusters Score -3783191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -1555006.750000 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -1555007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1548590.750000 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -1548591 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1550337.750000 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -1550338 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1550568.750000 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -1550569 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1550710.000000 Penalty: 4447.502441
	Iteration 3Q: 3 clusters Score -1550710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1550812.500000 Penalty: 4447.502441
	Iteration 4Q: 3 clusters Score -1550812 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1550896.000000 Penalty: 4447.502441
	Iteration 5Q: 3 clusters Score -1550896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1550954.250000 Penalty: 4447.502441
	Iteration 6Q: 3 clusters Score -1550954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1551002.500000 Penalty: 4447.502441
	Iteration 7Q: 3 clusters Score -1551002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1551047.250000 Penalty: 4447.502441
	Iteration 8Q: 3 clusters Score -1551047 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1551086.500000 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -1551086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1551132.375000 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -1551132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1551173.000000 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -1551173 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1551221.875000 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -1551222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1551267.125000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -1551267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1551317.375000 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -1551317 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1551363.750000 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -1551364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1551414.625000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -1551415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1551474.375000 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -1551474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1551569.000000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -1551569 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1551675.125000 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -1551675 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1551825.125000 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -1551825 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1551966.625000 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -1551967 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1552132.250000 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -1552132 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1552300.125000 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -1552300 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1552459.500000 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -1552460 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1552582.625000 Penalty: 4447.502441
	Iteration 25Q: 3 clusters Score -1552583 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1552695.375000 Penalty: 4447.502441
	Iteration 26Q: 3 clusters Score -1552695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1552770.000000 Penalty: 4447.502441
	Iteration 27Q: 3 clusters Score -1552770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1552818.750000 Penalty: 4447.502441
	Iteration 28Q: 3 clusters Score -1552819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1552868.375000 Penalty: 4447.502441
	Iteration 29Q: 3 clusters Score -1552868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1552906.125000 Penalty: 4447.502441
	Iteration 30Q: 3 clusters Score -1552906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1552928.500000 Penalty: 4447.502441
	Iteration 31Q: 3 clusters Score -1552928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1552943.000000 Penalty: 4447.502441
	Iteration 32Q: 3 clusters Score -1552943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1552952.750000 Penalty: 4447.502441
	Iteration 33Q: 3 clusters Score -1552953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1552972.500000 Penalty: 4447.502441
	Iteration 34Q: 3 clusters Score -1552972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1552984.250000 Penalty: 4447.502441
	Iteration 35Q: 3 clusters Score -1552984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1552991.000000 Penalty: 4447.502441
	Iteration 36Q: 3 clusters Score -1552991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1553000.500000 Penalty: 4447.502441
	Iteration 37Q: 3 clusters Score -1553000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1553002.375000 Penalty: 4447.502441
	Iteration 38Q: 3 clusters Score -1553002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1553006.125000 Penalty: 4447.502441
	Iteration 39Q: 3 clusters Score -1553006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1553006.125000 Penalty: 4447.502441
	Iteration 40F: 3 clusters Score -1553006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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 182 members 
Entering Unmasked Estep 
Score: -51769.847656 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51769.85 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51901.261719 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51901.26 nChanged 9
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: -51953.578125 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51953.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51979.878906 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51979.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51984.554688 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -51984.55 nChanged 2
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: -51990.363281 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -51990.36 nChanged 2
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: -51994.707031 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -51994.71 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: -51994.707031 Penalty: 2873.334717
	Iteration 7F: 3 clusters Score -51994.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Entering Unmasked Estep 
Score: -3978048.250000 Penalty: 2473.133789
	Iteration 0F: 2 clusters Score -3978048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3964001.500000 Penalty: 4946.267578
	Iteration 0F: 3 clusters Score -3964002 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3968987.500000 Penalty: 4946.267578
	Iteration 1F: 3 clusters Score -3968988 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3969457.000000 Penalty: 4946.267578
	Iteration 2F: 3 clusters Score -3969457 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3969864.750000 Penalty: 4946.267578
	Iteration 3Q: 3 clusters Score -3969865 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3970234.500000 Penalty: 4946.267578
	Iteration 4Q: 3 clusters Score -3970234 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3970590.750000 Penalty: 4946.267578
	Iteration 5Q: 3 clusters Score -3970591 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3971049.750000 Penalty: 4946.267578
	Iteration 6Q: 3 clusters Score -3971050 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3971656.000000 Penalty: 4946.267578
	Iteration 7Q: 3 clusters Score -3971656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3972395.000000 Penalty: 4946.267578
	Iteration 8F: 3 clusters Score -3972395 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3973364.750000 Penalty: 4946.267578
	Iteration 9F: 3 clusters Score -3973365 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3974364.250000 Penalty: 4946.267578
	Iteration 10F: 3 clusters Score -3974364 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3975267.250000 Penalty: 4946.267578
	Iteration 11Q: 3 clusters Score -3975267 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3975892.500000 Penalty: 4946.267578
	Iteration 12Q: 3 clusters Score -3975892 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3976235.500000 Penalty: 4946.267578
	Iteration 13Q: 3 clusters Score -3976236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3976505.000000 Penalty: 4946.267578
	Iteration 14Q: 3 clusters Score -3976505 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3976686.750000 Penalty: 4946.267578
	Iteration 15Q: 3 clusters Score -3976687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3976813.750000 Penalty: 4946.267578
	Iteration 16Q: 3 clusters Score -3976814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3976899.750000 Penalty: 4946.267578
	Iteration 17Q: 3 clusters Score -3976900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3976957.750000 Penalty: 4946.267578
	Iteration 18Q: 3 clusters Score -3976958 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3976985.000000 Penalty: 4946.267578
	Iteration 19Q: 3 clusters Score -3976985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3977006.000000 Penalty: 4946.267578
	Iteration 20F: 3 clusters Score -3977006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3977024.000000 Penalty: 4946.267578
	Iteration 21Q: 3 clusters Score -3977024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3977025.000000 Penalty: 4946.267578
	Iteration 22Q: 3 clusters Score -3977025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3977013.000000 Penalty: 4946.267578
	Iteration 23Q: 3 clusters Score -3977013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3977015.500000 Penalty: 4946.267578
	Iteration 24Q: 3 clusters Score -3977016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3977015.500000 Penalty: 4946.267578
	Iteration 25Q: 3 clusters Score -3977016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3977018.000000 Penalty: 4946.267578
	Iteration 26Q: 3 clusters Score -3977018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3977014.000000 Penalty: 4946.267578
	Iteration 27Q: 3 clusters Score -3977014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3977013.250000 Penalty: 4946.267578
	Iteration 28Q: 3 clusters Score -3977013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3977014.500000 Penalty: 4946.267578
	Iteration 29Q: 3 clusters Score -3977014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3977008.000000 Penalty: 4946.267578
	Iteration 30Q: 3 clusters Score -3977008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3977009.250000 Penalty: 4946.267578
	Iteration 31Q: 3 clusters Score -3977009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3977007.250000 Penalty: 4946.267578
	Iteration 32Q: 3 clusters Score -3977007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3977007.750000 Penalty: 4946.267578
	Iteration 33Q: 3 clusters Score -3977008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3977002.750000 Penalty: 4946.267578
	Iteration 34Q: 3 clusters Score -3977003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3977001.750000 Penalty: 4946.267578
	Iteration 35Q: 3 clusters Score -3977002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3977004.000000 Penalty: 4946.267578
	Iteration 36Q: 3 clusters Score -3977004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3977005.000000 Penalty: 4946.267578
	Iteration 37Q: 3 clusters Score -3977005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3976998.250000 Penalty: 4946.267578
	Iteration 38Q: 3 clusters Score -3976998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3976990.750000 Penalty: 4946.267578
	Iteration 39Q: 3 clusters Score -3976991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3977002.250000 Penalty: 4946.267578
	Iteration 40F: 3 clusters Score -3977002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3976998.250000 Penalty: 4946.267578
	Iteration 41Q: 3 clusters Score -3976998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3976985.000000 Penalty: 4946.267578
	Iteration 42Q: 3 clusters Score -3976985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3976995.000000 Penalty: 4946.267578
	Iteration 43Q: 3 clusters Score -3976995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3976994.000000 Penalty: 4946.267578
	Iteration 44Q: 3 clusters Score -3976994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3977000.500000 Penalty: 4946.267578
	Iteration 45Q: 3 clusters Score -3977000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3976993.000000 Penalty: 4946.267578
	Iteration 46Q: 3 clusters Score -3976993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3976992.750000 Penalty: 4946.267578
	Iteration 47Q: 3 clusters Score -3976993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3976984.250000 Penalty: 4946.267578
	Iteration 48Q: 3 clusters Score -3976984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3976984.000000 Penalty: 4946.267578
	Iteration 49Q: 3 clusters Score -3976984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3976974.750000 Penalty: 4946.267578
	Iteration 50Q: 3 clusters Score -3976975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3976975.500000 Penalty: 4946.267578
	Iteration 51Q: 3 clusters Score -3976976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3976979.500000 Penalty: 4946.267578
	Iteration 52Q: 3 clusters Score -3976980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3976974.250000 Penalty: 4946.267578
	Iteration 53Q: 3 clusters Score -3976974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3976971.500000 Penalty: 4946.267578
	Iteration 54Q: 3 clusters Score -3976972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3976971.750000 Penalty: 4946.267578
	Iteration 55Q: 3 clusters Score -3976972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3976968.250000 Penalty: 4946.267578
	Iteration 56Q: 3 clusters Score -3976968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -3976968.250000 Penalty: 4946.267578
	Iteration 57F: 3 clusters Score -3976968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Entering Unmasked Estep 
Score: -4286990.500000 Penalty: 2474.184814
	Iteration 0F: 2 clusters Score -4286990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4276760.000000 Penalty: 4948.369629
	Iteration 0F: 3 clusters Score -4276760 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4281853.500000 Penalty: 4948.369629
	Iteration 1F: 3 clusters Score -4281854 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4282197.000000 Penalty: 4948.369629
	Iteration 2F: 3 clusters Score -4282197 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4282498.000000 Penalty: 4948.369629
	Iteration 3Q: 3 clusters Score -4282498 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4282730.500000 Penalty: 4948.369629
	Iteration 4Q: 3 clusters Score -4282730 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4282974.000000 Penalty: 4948.369629
	Iteration 5Q: 3 clusters Score -4282974 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4283217.000000 Penalty: 4948.369629
	Iteration 6Q: 3 clusters Score -4283217 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4283472.000000 Penalty: 4948.369629
	Iteration 7Q: 3 clusters Score -4283472 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4283743.000000 Penalty: 4948.369629
	Iteration 8Q: 3 clusters Score -4283743 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4284107.500000 Penalty: 4948.369629
	Iteration 9Q: 3 clusters Score -4284108 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4284581.500000 Penalty: 4948.369629
	Iteration 10Q: 3 clusters Score -4284582 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4285097.500000 Penalty: 4948.369629
	Iteration 11Q: 3 clusters Score -4285098 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4285555.000000 Penalty: 4948.369629
	Iteration 12Q: 3 clusters Score -4285555 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4285908.500000 Penalty: 4948.369629
	Iteration 13Q: 3 clusters Score -4285908 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4286089.000000 Penalty: 4948.369629
	Iteration 14Q: 3 clusters Score -4286089 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4286183.500000 Penalty: 4948.369629
	Iteration 15Q: 3 clusters Score -4286184 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4286234.000000 Penalty: 4948.369629
	Iteration 16Q: 3 clusters Score -4286234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4286275.000000 Penalty: 4948.369629
	Iteration 17Q: 3 clusters Score -4286275 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4286321.500000 Penalty: 4948.369629
	Iteration 18Q: 3 clusters Score -4286322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4286360.000000 Penalty: 4948.369629
	Iteration 19Q: 3 clusters Score -4286360 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4286381.500000 Penalty: 4948.369629
	Iteration 20F: 3 clusters Score -4286382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4286412.000000 Penalty: 4948.369629
	Iteration 21Q: 3 clusters Score -4286412 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4286443.500000 Penalty: 4948.369629
	Iteration 22Q: 3 clusters Score -4286444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4286464.500000 Penalty: 4948.369629
	Iteration 23Q: 3 clusters Score -4286464 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4286490.500000 Penalty: 4948.369629
	Iteration 24Q: 3 clusters Score -4286490 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4286513.500000 Penalty: 4948.369629
	Iteration 25Q: 3 clusters Score -4286514 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4286540.500000 Penalty: 4948.369629
	Iteration 26Q: 3 clusters Score -4286540 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4286561.000000 Penalty: 4948.369629
	Iteration 27Q: 3 clusters Score -4286561 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4286570.500000 Penalty: 4948.369629
	Iteration 28Q: 3 clusters Score -4286570 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4286594.500000 Penalty: 4948.369629
	Iteration 29Q: 3 clusters Score -4286594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4286627.000000 Penalty: 4948.369629
	Iteration 30Q: 3 clusters Score -4286627 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4286673.500000 Penalty: 4948.369629
	Iteration 31Q: 3 clusters Score -4286674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4286716.000000 Penalty: 4948.369629
	Iteration 32Q: 3 clusters Score -4286716 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4286751.500000 Penalty: 4948.369629
	Iteration 33Q: 3 clusters Score -4286752 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4286787.000000 Penalty: 4948.369629
	Iteration 34Q: 3 clusters Score -4286787 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4286827.500000 Penalty: 4948.369629
	Iteration 35Q: 3 clusters Score -4286828 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4286825.500000 Penalty: 4948.369629
	Iteration 36Q: 3 clusters Score -4286826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4286843.500000 Penalty: 4948.369629
	Iteration 37Q: 3 clusters Score -4286844 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4286864.500000 Penalty: 4948.369629
	Iteration 38Q: 3 clusters Score -4286864 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4286878.500000 Penalty: 4948.369629
	Iteration 39Q: 3 clusters Score -4286878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4286959.000000 Penalty: 4948.369629
	Iteration 40F: 3 clusters Score -4286959 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -4287014.500000 Penalty: 4948.369629
	Iteration 41Q: 3 clusters Score -4287014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4287064.000000 Penalty: 4948.369629
	Iteration 42Q: 3 clusters Score -4287064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4287114.000000 Penalty: 4948.369629
	Iteration 43Q: 3 clusters Score -4287114 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -4287151.500000 Penalty: 4948.369629
	Iteration 44Q: 3 clusters Score -4287152 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4287167.500000 Penalty: 4948.369629
	Iteration 45Q: 3 clusters Score -4287168 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4287187.500000 Penalty: 4948.369629
	Iteration 46Q: 3 clusters Score -4287188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4287204.000000 Penalty: 4948.369629
	Iteration 47Q: 3 clusters Score -4287204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -4287267.500000 Penalty: 4948.369629
	Iteration 48Q: 3 clusters Score -4287268 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4287289.000000 Penalty: 4948.369629
	Iteration 49Q: 3 clusters Score -4287289 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4287302.000000 Penalty: 4948.369629
	Iteration 50Q: 3 clusters Score -4287302 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4287324.500000 Penalty: 4948.369629
	Iteration 51Q: 3 clusters Score -4287324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4287328.000000 Penalty: 4948.369629
	Iteration 52Q: 3 clusters Score -4287328 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4287349.000000 Penalty: 4948.369629
	Iteration 53Q: 3 clusters Score -4287349 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -4287365.500000 Penalty: 4948.369629
	Iteration 54Q: 3 clusters Score -4287366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4287356.500000 Penalty: 4948.369629
	Iteration 55Q: 3 clusters Score -4287356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4287375.500000 Penalty: 4948.369629
	Iteration 56Q: 3 clusters Score -4287376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4287395.500000 Penalty: 4948.369629
	Iteration 57Q: 3 clusters Score -4287396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4287396.000000 Penalty: 4948.369629
	Iteration 58Q: 3 clusters Score -4287396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4287384.500000 Penalty: 4948.369629
	Iteration 59Q: 3 clusters Score -4287384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4287386.500000 Penalty: 4948.369629
	Iteration 60F: 3 clusters Score -4287386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4287401.000000 Penalty: 4948.369629
	Iteration 61Q: 3 clusters Score -4287401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4287408.500000 Penalty: 4948.369629
	Iteration 62Q: 3 clusters Score -4287408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4287428.500000 Penalty: 4948.369629
	Iteration 63Q: 3 clusters Score -4287428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4287417.000000 Penalty: 4948.369629
	Iteration 64Q: 3 clusters Score -4287417 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4287426.500000 Penalty: 4948.369629
	Iteration 65Q: 3 clusters Score -4287426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4287428.500000 Penalty: 4948.369629
	Iteration 66Q: 3 clusters Score -4287428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4287427.500000 Penalty: 4948.369629
	Iteration 67Q: 3 clusters Score -4287428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4287432.000000 Penalty: 4948.369629
	Iteration 68Q: 3 clusters Score -4287432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4287427.000000 Penalty: 4948.369629
	Iteration 69Q: 3 clusters Score -4287427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4287448.000000 Penalty: 4948.369629
	Iteration 70Q: 3 clusters Score -4287448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4287439.500000 Penalty: 4948.369629
	Iteration 71Q: 3 clusters Score -4287440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4287449.500000 Penalty: 4948.369629
	Iteration 72Q: 3 clusters Score -4287450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -4287469.000000 Penalty: 4948.369629
	Iteration 73Q: 3 clusters Score -4287469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -4287492.500000 Penalty: 4948.369629
	Iteration 74Q: 3 clusters Score -4287492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4287508.000000 Penalty: 4948.369629
	Iteration 75Q: 3 clusters Score -4287508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4287524.000000 Penalty: 4948.369629
	Iteration 76Q: 3 clusters Score -4287524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4287541.500000 Penalty: 4948.369629
	Iteration 77Q: 3 clusters Score -4287542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4287542.500000 Penalty: 4948.369629
	Iteration 78Q: 3 clusters Score -4287542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4287551.500000 Penalty: 4948.369629
	Iteration 79Q: 3 clusters Score -4287552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4287563.500000 Penalty: 4948.369629
	Iteration 80F: 3 clusters Score -4287564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4287568.000000 Penalty: 4948.369629
	Iteration 81Q: 3 clusters Score -4287568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4287592.500000 Penalty: 4948.369629
	Iteration 82Q: 3 clusters Score -4287592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4287581.000000 Penalty: 4948.369629
	Iteration 83Q: 3 clusters Score -4287581 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4287580.500000 Penalty: 4948.369629
	Iteration 84Q: 3 clusters Score -4287580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4287599.000000 Penalty: 4948.369629
	Iteration 85Q: 3 clusters Score -4287599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4287608.000000 Penalty: 4948.369629
	Iteration 86Q: 3 clusters Score -4287608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -4287605.500000 Penalty: 4948.369629
	Iteration 87Q: 3 clusters Score -4287606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4287622.000000 Penalty: 4948.369629
	Iteration 88Q: 3 clusters Score -4287622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4287627.500000 Penalty: 4948.369629
	Iteration 89Q: 3 clusters Score -4287628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4287638.000000 Penalty: 4948.369629
	Iteration 90Q: 3 clusters Score -4287638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4287632.000000 Penalty: 4948.369629
	Iteration 91Q: 3 clusters Score -4287632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4287653.500000 Penalty: 4948.369629
	Iteration 92Q: 3 clusters Score -4287654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4287648.000000 Penalty: 4948.369629
	Iteration 93Q: 3 clusters Score -4287648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4287664.500000 Penalty: 4948.369629
	Iteration 94Q: 3 clusters Score -4287664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4287679.500000 Penalty: 4948.369629
	Iteration 95Q: 3 clusters Score -4287680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4287677.000000 Penalty: 4948.369629
	Iteration 96Q: 3 clusters Score -4287677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4287668.500000 Penalty: 4948.369629
	Iteration 97Q: 3 clusters Score -4287668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -4287700.000000 Penalty: 4948.369629
	Iteration 98Q: 3 clusters Score -4287700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4287721.000000 Penalty: 4948.369629
	Iteration 99Q: 3 clusters Score -4287721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4287730.500000 Penalty: 4948.369629
	Iteration 100F: 3 clusters Score -4287730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4287726.000000 Penalty: 4948.369629
	Iteration 101Q: 3 clusters Score -4287726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4287750.000000 Penalty: 4948.369629
	Iteration 102Q: 3 clusters Score -4287750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4287768.000000 Penalty: 4948.369629
	Iteration 103Q: 3 clusters Score -4287768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4287784.500000 Penalty: 4948.369629
	Iteration 104Q: 3 clusters Score -4287784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4287797.000000 Penalty: 4948.369629
	Iteration 105Q: 3 clusters Score -4287797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4287813.000000 Penalty: 4948.369629
	Iteration 106Q: 3 clusters Score -4287813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4287829.000000 Penalty: 4948.369629
	Iteration 107Q: 3 clusters Score -4287829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4287821.000000 Penalty: 4948.369629
	Iteration 108Q: 3 clusters Score -4287821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4287827.500000 Penalty: 4948.369629
	Iteration 109Q: 3 clusters Score -4287828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4287838.500000 Penalty: 4948.369629
	Iteration 110Q: 3 clusters Score -4287838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4287840.500000 Penalty: 4948.369629
	Iteration 111Q: 3 clusters Score -4287840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4287839.000000 Penalty: 4948.369629
	Iteration 112Q: 3 clusters Score -4287839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4287838.500000 Penalty: 4948.369629
	Iteration 113Q: 3 clusters Score -4287838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4287828.500000 Penalty: 4948.369629
	Iteration 114Q: 3 clusters Score -4287828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4287828.000000 Penalty: 4948.369629
	Iteration 115Q: 3 clusters Score -4287828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4287788.500000 Penalty: 4948.369629
	Iteration 116Q: 3 clusters Score -4287788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4287781.000000 Penalty: 4948.369629
	Iteration 117Q: 3 clusters Score -4287781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4287773.000000 Penalty: 4948.369629
	Iteration 118Q: 3 clusters Score -4287773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4287750.500000 Penalty: 4948.369629
	Iteration 119Q: 3 clusters Score -4287750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4287690.500000 Penalty: 4948.369629
	Iteration 120F: 3 clusters Score -4287690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4287648.500000 Penalty: 4948.369629
	Iteration 121Q: 3 clusters Score -4287648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4287599.500000 Penalty: 4948.369629
	Iteration 122Q: 3 clusters Score -4287600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4287558.000000 Penalty: 4948.369629
	Iteration 123Q: 3 clusters Score -4287558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4287502.500000 Penalty: 4948.369629
	Iteration 124Q: 3 clusters Score -4287502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4287431.000000 Penalty: 4948.369629
	Iteration 125Q: 3 clusters Score -4287431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4287378.500000 Penalty: 4948.369629
	Iteration 126Q: 3 clusters Score -4287378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4287303.500000 Penalty: 4948.369629
	Iteration 127Q: 3 clusters Score -4287304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4287257.000000 Penalty: 4948.369629
	Iteration 128Q: 3 clusters Score -4287257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4287215.500000 Penalty: 4948.369629
	Iteration 129Q: 3 clusters Score -4287216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4287169.000000 Penalty: 4948.369629
	Iteration 130Q: 3 clusters Score -4287169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4287150.500000 Penalty: 4948.369629
	Iteration 131Q: 3 clusters Score -4287150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4287119.000000 Penalty: 4948.369629
	Iteration 132Q: 3 clusters Score -4287119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4287086.500000 Penalty: 4948.369629
	Iteration 133Q: 3 clusters Score -4287086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4287056.000000 Penalty: 4948.369629
	Iteration 134Q: 3 clusters Score -4287056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4287005.000000 Penalty: 4948.369629
	Iteration 135Q: 3 clusters Score -4287005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4286976.000000 Penalty: 4948.369629
	Iteration 136Q: 3 clusters Score -4286976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4286944.500000 Penalty: 4948.369629
	Iteration 137Q: 3 clusters Score -4286944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4286927.000000 Penalty: 4948.369629
	Iteration 138Q: 3 clusters Score -4286927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4286925.500000 Penalty: 4948.369629
	Iteration 139Q: 3 clusters Score -4286926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4286904.000000 Penalty: 4948.369629
	Iteration 140F: 3 clusters Score -4286904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4286870.500000 Penalty: 4948.369629
	Iteration 141Q: 3 clusters Score -4286870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4286857.000000 Penalty: 4948.369629
	Iteration 142Q: 3 clusters Score -4286857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4286820.500000 Penalty: 4948.369629
	Iteration 143Q: 3 clusters Score -4286820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4286807.000000 Penalty: 4948.369629
	Iteration 144Q: 3 clusters Score -4286807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4286797.500000 Penalty: 4948.369629
	Iteration 145Q: 3 clusters Score -4286798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4286790.500000 Penalty: 4948.369629
	Iteration 146Q: 3 clusters Score -4286790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4286777.000000 Penalty: 4948.369629
	Iteration 147Q: 3 clusters Score -4286777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4286766.500000 Penalty: 4948.369629
	Iteration 148Q: 3 clusters Score -4286766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4286766.500000 Penalty: 4948.369629
	Iteration 149F: 3 clusters Score -4286766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146939.687500 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146939.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -147231.750000 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147231.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147342.968750 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -147495.375000 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147495.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -147632.359375 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -147632.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147747.734375 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -147747.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -147843.906250 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147843.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147906.390625 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147906.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147965.453125 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147965.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147988.656250 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -148003.015625 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -148003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148009.875000 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -148009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148013.578125 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -148013.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148013.578125 Penalty: 3361.712646
	Iteration 13F: 3 clusters Score -148013.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Entering Unmasked Estep 
Score: -2894341.250000 Penalty: 2392.979736
	Iteration 0F: 2 clusters Score -2894341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2883150.500000 Penalty: 4785.959473
	Iteration 0F: 3 clusters Score -2883150 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2886696.000000 Penalty: 4785.959473
	Iteration 1F: 3 clusters Score -2886696 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2886983.750000 Penalty: 4785.959473
	Iteration 2F: 3 clusters Score -2886984 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2887197.750000 Penalty: 4785.959473
	Iteration 3Q: 3 clusters Score -2887198 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2887395.000000 Penalty: 4785.959473
	Iteration 4Q: 3 clusters Score -2887395 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2887631.250000 Penalty: 4785.959473
	Iteration 5Q: 3 clusters Score -2887631 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2887897.250000 Penalty: 4785.959473
	Iteration 6Q: 3 clusters Score -2887897 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2888218.500000 Penalty: 4785.959473
	Iteration 7Q: 3 clusters Score -2888218 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2888658.500000 Penalty: 4785.959473
	Iteration 8Q: 3 clusters Score -2888658 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2889241.500000 Penalty: 4785.959473
	Iteration 9F: 3 clusters Score -2889242 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2890003.750000 Penalty: 4785.959473
	Iteration 10F: 3 clusters Score -2890004 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2890831.000000 Penalty: 4785.959473
	Iteration 11F: 3 clusters Score -2890831 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2891435.500000 Penalty: 4785.959473
	Iteration 12Q: 3 clusters Score -2891436 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2891760.500000 Penalty: 4785.959473
	Iteration 13Q: 3 clusters Score -2891760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2891957.500000 Penalty: 4785.959473
	Iteration 14Q: 3 clusters Score -2891958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2892072.250000 Penalty: 4785.959473
	Iteration 15Q: 3 clusters Score -2892072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2892136.250000 Penalty: 4785.959473
	Iteration 16Q: 3 clusters Score -2892136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2892175.000000 Penalty: 4785.959473
	Iteration 17Q: 3 clusters Score -2892175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2892196.500000 Penalty: 4785.959473
	Iteration 18Q: 3 clusters Score -2892196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2892202.000000 Penalty: 4785.959473
	Iteration 19Q: 3 clusters Score -2892202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2892208.750000 Penalty: 4785.959473
	Iteration 20F: 3 clusters Score -2892209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2892219.250000 Penalty: 4785.959473
	Iteration 21Q: 3 clusters Score -2892219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2892222.500000 Penalty: 4785.959473
	Iteration 22Q: 3 clusters Score -2892222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2892228.500000 Penalty: 4785.959473
	Iteration 23Q: 3 clusters Score -2892228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2892230.500000 Penalty: 4785.959473
	Iteration 24Q: 3 clusters Score -2892230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2892230.500000 Penalty: 4785.959473
	Iteration 25F: 3 clusters Score -2892230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -1722496.375000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -1722496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1715781.125000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -1715781 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1717598.375000 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -1717598 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1717835.500000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -1717836 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1717982.375000 Penalty: 4493.693359
	Iteration 3Q: 3 clusters Score -1717982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1718089.375000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -1718089 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1718175.000000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -1718175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1718248.375000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -1718248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1718308.250000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -1718308 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1718350.875000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -1718351 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1718391.125000 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -1718391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1718412.375000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -1718412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1718437.500000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -1718438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1718454.125000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -1718454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1718473.125000 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -1718473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1718494.875000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -1718495 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1718515.125000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -1718515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1718544.000000 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -1718544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1718559.750000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -1718560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1718590.750000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -1718591 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1718618.125000 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -1718618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1718664.125000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -1718664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1718710.875000 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -1718711 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1718765.000000 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -1718765 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1718831.000000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -1718831 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1718904.625000 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -1718905 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1718996.375000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -1718996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1719115.875000 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -1719116 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1719265.000000 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -1719265 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1719405.750000 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -1719406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1719565.000000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -1719565 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1719731.375000 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -1719731 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1719891.375000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -1719891 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1720021.875000 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -1720022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1720129.125000 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -1720129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1720202.000000 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -1720202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1720258.250000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -1720258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1720298.625000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -1720299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1720328.500000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -1720328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1720355.625000 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -1720356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1720369.375000 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -1720369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1720383.500000 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -1720384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1720390.750000 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -1720391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1720399.375000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -1720399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1720399.625000 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -1720400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1720405.000000 Penalty: 4493.693359
	Iteration 44Q: 3 clusters Score -1720405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1720408.125000 Penalty: 4493.693359
	Iteration 45Q: 3 clusters Score -1720408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1720412.500000 Penalty: 4493.693359
	Iteration 46Q: 3 clusters Score -1720412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1720414.500000 Penalty: 4493.693359
	Iteration 47Q: 3 clusters Score -1720414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1720423.000000 Penalty: 4493.693359
	Iteration 48Q: 3 clusters Score -1720423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1720433.000000 Penalty: 4493.693359
	Iteration 49Q: 3 clusters Score -1720433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1720444.375000 Penalty: 4493.693359
	Iteration 50Q: 3 clusters Score -1720444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1720460.125000 Penalty: 4493.693359
	Iteration 51Q: 3 clusters Score -1720460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1720470.125000 Penalty: 4493.693359
	Iteration 52Q: 3 clusters Score -1720470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1720478.750000 Penalty: 4493.693359
	Iteration 53Q: 3 clusters Score -1720479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1720500.625000 Penalty: 4493.693359
	Iteration 54Q: 3 clusters Score -1720501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1720508.125000 Penalty: 4493.693359
	Iteration 55Q: 3 clusters Score -1720508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1720510.625000 Penalty: 4493.693359
	Iteration 56Q: 3 clusters Score -1720511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1720514.375000 Penalty: 4493.693359
	Iteration 57Q: 3 clusters Score -1720514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1720518.750000 Penalty: 4493.693359
	Iteration 58Q: 3 clusters Score -1720519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1720529.375000 Penalty: 4493.693359
	Iteration 59Q: 3 clusters Score -1720529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1720534.500000 Penalty: 4493.693359
	Iteration 60F: 3 clusters Score -1720534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1720537.500000 Penalty: 4493.693359
	Iteration 61Q: 3 clusters Score -1720538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1720539.625000 Penalty: 4493.693359
	Iteration 62Q: 3 clusters Score -1720540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1720539.625000 Penalty: 4493.693359
	Iteration 63F: 3 clusters Score -1720540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -756858.125000 Penalty: 2049.689697
	Iteration 0F: 2 clusters Score -756858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -753032.875000 Penalty: 4099.379395
	Iteration 0F: 3 clusters Score -753032.9 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -753807.500000 Penalty: 4099.379395
	Iteration 1F: 3 clusters Score -753807.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -753982.625000 Penalty: 4099.379395
	Iteration 2F: 3 clusters Score -753982.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -754094.312500 Penalty: 4099.379395
	Iteration 3Q: 3 clusters Score -754094.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -754161.687500 Penalty: 4099.379395
	Iteration 4Q: 3 clusters Score -754161.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -754217.687500 Penalty: 4099.379395
	Iteration 5Q: 3 clusters Score -754217.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -754255.250000 Penalty: 4099.379395
	Iteration 6Q: 3 clusters Score -754255.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -754285.625000 Penalty: 4099.379395
	Iteration 7Q: 3 clusters Score -754285.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -754306.312500 Penalty: 4099.379395
	Iteration 8Q: 3 clusters Score -754306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -754320.437500 Penalty: 4099.379395
	Iteration 9Q: 3 clusters Score -754320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -754330.312500 Penalty: 4099.379395
	Iteration 10Q: 3 clusters Score -754330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -754341.500000 Penalty: 4099.379395
	Iteration 11Q: 3 clusters Score -754341.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -754346.812500 Penalty: 4099.379395
	Iteration 12Q: 3 clusters Score -754346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -754355.562500 Penalty: 4099.379395
	Iteration 13Q: 3 clusters Score -754355.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -754360.250000 Penalty: 4099.379395
	Iteration 14Q: 3 clusters Score -754360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -754364.750000 Penalty: 4099.379395
	Iteration 15Q: 3 clusters Score -754364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -754369.437500 Penalty: 4099.379395
	Iteration 16Q: 3 clusters Score -754369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -754374.250000 Penalty: 4099.379395
	Iteration 17Q: 3 clusters Score -754374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -754375.937500 Penalty: 4099.379395
	Iteration 18Q: 3 clusters Score -754375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -754381.062500 Penalty: 4099.379395
	Iteration 19Q: 3 clusters Score -754381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -754386.187500 Penalty: 4099.379395
	Iteration 20F: 3 clusters Score -754386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -754389.812500 Penalty: 4099.379395
	Iteration 21Q: 3 clusters Score -754389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -754391.937500 Penalty: 4099.379395
	Iteration 22Q: 3 clusters Score -754391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -754393.312500 Penalty: 4099.379395
	Iteration 23Q: 3 clusters Score -754393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -754395.000000 Penalty: 4099.379395
	Iteration 24Q: 3 clusters Score -754395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -754393.562500 Penalty: 4099.379395
	Iteration 25Q: 3 clusters Score -754393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -754395.062500 Penalty: 4099.379395
	Iteration 26Q: 3 clusters Score -754395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -754395.500000 Penalty: 4099.379395
	Iteration 27Q: 3 clusters Score -754395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -754395.500000 Penalty: 4099.379395
	Iteration 28F: 3 clusters Score -754395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Entering Unmasked Estep 
Score: -3660466.750000 Penalty: 2449.786133
	Iteration 0F: 2 clusters Score -3660467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3647110.250000 Penalty: 4899.572266
	Iteration 0F: 3 clusters Score -3647110 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3651611.500000 Penalty: 4899.572266
	Iteration 1F: 3 clusters Score -3651612 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3652031.750000 Penalty: 4899.572266
	Iteration 2F: 3 clusters Score -3652032 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3652445.250000 Penalty: 4899.572266
	Iteration 3F: 3 clusters Score -3652445 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3652862.250000 Penalty: 4899.572266
	Iteration 4Q: 3 clusters Score -3652862 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3653334.500000 Penalty: 4899.572266
	Iteration 5Q: 3 clusters Score -3653334 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3653990.000000 Penalty: 4899.572266
	Iteration 6F: 3 clusters Score -3653990 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3654847.500000 Penalty: 4899.572266
	Iteration 7F: 3 clusters Score -3654848 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3655974.250000 Penalty: 4899.572266
	Iteration 8F: 3 clusters Score -3655974 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3657017.750000 Penalty: 4899.572266
	Iteration 9F: 3 clusters Score -3657018 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3657672.000000 Penalty: 4899.572266
	Iteration 10Q: 3 clusters Score -3657672 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3658005.500000 Penalty: 4899.572266
	Iteration 11Q: 3 clusters Score -3658006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3658150.500000 Penalty: 4899.572266
	Iteration 12Q: 3 clusters Score -3658150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3658230.250000 Penalty: 4899.572266
	Iteration 13Q: 3 clusters Score -3658230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3658293.750000 Penalty: 4899.572266
	Iteration 14Q: 3 clusters Score -3658294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3658328.000000 Penalty: 4899.572266
	Iteration 15Q: 3 clusters Score -3658328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3658356.000000 Penalty: 4899.572266
	Iteration 16Q: 3 clusters Score -3658356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3658364.000000 Penalty: 4899.572266
	Iteration 17Q: 3 clusters Score -3658364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3658374.500000 Penalty: 4899.572266
	Iteration 18Q: 3 clusters Score -3658374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3658382.500000 Penalty: 4899.572266
	Iteration 19Q: 3 clusters Score -3658382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3658391.000000 Penalty: 4899.572266
	Iteration 20F: 3 clusters Score -3658391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3658407.250000 Penalty: 4899.572266
	Iteration 21Q: 3 clusters Score -3658407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3658410.250000 Penalty: 4899.572266
	Iteration 22Q: 3 clusters Score -3658410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3658410.000000 Penalty: 4899.572266
	Iteration 23Q: 3 clusters Score -3658410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3658412.750000 Penalty: 4899.572266
	Iteration 24Q: 3 clusters Score -3658413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3658417.250000 Penalty: 4899.572266
	Iteration 25Q: 3 clusters Score -3658417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3658423.250000 Penalty: 4899.572266
	Iteration 26Q: 3 clusters Score -3658423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3658427.500000 Penalty: 4899.572266
	Iteration 27Q: 3 clusters Score -3658428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3658426.250000 Penalty: 4899.572266
	Iteration 28Q: 3 clusters Score -3658426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3658426.250000 Penalty: 4899.572266
	Iteration 29F: 3 clusters Score -3658426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Entering Unmasked Estep 
Score: -1788295.750000 Penalty: 2258.172852
	Iteration 0F: 2 clusters Score -1788296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1781273.250000 Penalty: 4516.345703
	Iteration 0F: 3 clusters Score -1781273 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1783309.125000 Penalty: 4516.345703
	Iteration 1F: 3 clusters Score -1783309 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1783584.250000 Penalty: 4516.345703
	Iteration 2F: 3 clusters Score -1783584 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1783757.375000 Penalty: 4516.345703
	Iteration 3Q: 3 clusters Score -1783757 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1783879.250000 Penalty: 4516.345703
	Iteration 4Q: 3 clusters Score -1783879 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1783979.000000 Penalty: 4516.345703
	Iteration 5Q: 3 clusters Score -1783979 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1784080.500000 Penalty: 4516.345703
	Iteration 6Q: 3 clusters Score -1784080 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1784142.375000 Penalty: 4516.345703
	Iteration 7Q: 3 clusters Score -1784142 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1784193.875000 Penalty: 4516.345703
	Iteration 8Q: 3 clusters Score -1784194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1784236.125000 Penalty: 4516.345703
	Iteration 9Q: 3 clusters Score -1784236 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1784282.875000 Penalty: 4516.345703
	Iteration 10Q: 3 clusters Score -1784283 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1784322.125000 Penalty: 4516.345703
	Iteration 11Q: 3 clusters Score -1784322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1784361.125000 Penalty: 4516.345703
	Iteration 12Q: 3 clusters Score -1784361 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1784384.750000 Penalty: 4516.345703
	Iteration 13Q: 3 clusters Score -1784385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1784417.500000 Penalty: 4516.345703
	Iteration 14Q: 3 clusters Score -1784418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1784452.750000 Penalty: 4516.345703
	Iteration 15Q: 3 clusters Score -1784453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1784495.875000 Penalty: 4516.345703
	Iteration 16Q: 3 clusters Score -1784496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1784539.375000 Penalty: 4516.345703
	Iteration 17Q: 3 clusters Score -1784539 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1784589.125000 Penalty: 4516.345703
	Iteration 18Q: 3 clusters Score -1784589 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1784636.500000 Penalty: 4516.345703
	Iteration 19Q: 3 clusters Score -1784636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1784693.375000 Penalty: 4516.345703
	Iteration 20F: 3 clusters Score -1784693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1784776.500000 Penalty: 4516.345703
	Iteration 21Q: 3 clusters Score -1784776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1784872.000000 Penalty: 4516.345703
	Iteration 22Q: 3 clusters Score -1784872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1784988.000000 Penalty: 4516.345703
	Iteration 23Q: 3 clusters Score -1784988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1785113.375000 Penalty: 4516.345703
	Iteration 24Q: 3 clusters Score -1785113 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1785237.750000 Penalty: 4516.345703
	Iteration 25Q: 3 clusters Score -1785238 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1785362.000000 Penalty: 4516.345703
	Iteration 26Q: 3 clusters Score -1785362 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1785461.375000 Penalty: 4516.345703
	Iteration 27Q: 3 clusters Score -1785461 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1785548.500000 Penalty: 4516.345703
	Iteration 28Q: 3 clusters Score -1785548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1785626.500000 Penalty: 4516.345703
	Iteration 29Q: 3 clusters Score -1785626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1785668.500000 Penalty: 4516.345703
	Iteration 30Q: 3 clusters Score -1785668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1785715.750000 Penalty: 4516.345703
	Iteration 31Q: 3 clusters Score -1785716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1785756.625000 Penalty: 4516.345703
	Iteration 32Q: 3 clusters Score -1785757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1785791.750000 Penalty: 4516.345703
	Iteration 33Q: 3 clusters Score -1785792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1785813.125000 Penalty: 4516.345703
	Iteration 34Q: 3 clusters Score -1785813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1785830.875000 Penalty: 4516.345703
	Iteration 35Q: 3 clusters Score -1785831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1785847.625000 Penalty: 4516.345703
	Iteration 36Q: 3 clusters Score -1785848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1785855.500000 Penalty: 4516.345703
	Iteration 37Q: 3 clusters Score -1785856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1785873.250000 Penalty: 4516.345703
	Iteration 38Q: 3 clusters Score -1785873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1785879.750000 Penalty: 4516.345703
	Iteration 39Q: 3 clusters Score -1785880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1785886.250000 Penalty: 4516.345703
	Iteration 40F: 3 clusters Score -1785886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1785894.250000 Penalty: 4516.345703
	Iteration 41Q: 3 clusters Score -1785894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1785912.375000 Penalty: 4516.345703
	Iteration 42Q: 3 clusters Score -1785912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1785933.125000 Penalty: 4516.345703
	Iteration 43Q: 3 clusters Score -1785933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1785948.625000 Penalty: 4516.345703
	Iteration 44Q: 3 clusters Score -1785949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1785964.250000 Penalty: 4516.345703
	Iteration 45Q: 3 clusters Score -1785964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1785971.000000 Penalty: 4516.345703
	Iteration 46Q: 3 clusters Score -1785971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1785983.750000 Penalty: 4516.345703
	Iteration 47Q: 3 clusters Score -1785984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1785993.625000 Penalty: 4516.345703
	Iteration 48Q: 3 clusters Score -1785994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1786004.875000 Penalty: 4516.345703
	Iteration 49Q: 3 clusters Score -1786005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1786013.625000 Penalty: 4516.345703
	Iteration 50Q: 3 clusters Score -1786014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1786021.500000 Penalty: 4516.345703
	Iteration 51Q: 3 clusters Score -1786022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1786029.750000 Penalty: 4516.345703
	Iteration 52Q: 3 clusters Score -1786030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1786034.750000 Penalty: 4516.345703
	Iteration 53Q: 3 clusters Score -1786035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1786041.875000 Penalty: 4516.345703
	Iteration 54Q: 3 clusters Score -1786042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1786052.750000 Penalty: 4516.345703
	Iteration 55Q: 3 clusters Score -1786053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1786065.250000 Penalty: 4516.345703
	Iteration 56Q: 3 clusters Score -1786065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1786075.000000 Penalty: 4516.345703
	Iteration 57Q: 3 clusters Score -1786075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1786092.750000 Penalty: 4516.345703
	Iteration 58Q: 3 clusters Score -1786093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1786096.500000 Penalty: 4516.345703
	Iteration 59Q: 3 clusters Score -1786096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1786103.000000 Penalty: 4516.345703
	Iteration 60F: 3 clusters Score -1786103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1786112.875000 Penalty: 4516.345703
	Iteration 61Q: 3 clusters Score -1786113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1786118.375000 Penalty: 4516.345703
	Iteration 62Q: 3 clusters Score -1786118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1786124.375000 Penalty: 4516.345703
	Iteration 63Q: 3 clusters Score -1786124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1786132.625000 Penalty: 4516.345703
	Iteration 64Q: 3 clusters Score -1786133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1786136.125000 Penalty: 4516.345703
	Iteration 65Q: 3 clusters Score -1786136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1786137.750000 Penalty: 4516.345703
	Iteration 66Q: 3 clusters Score -1786138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1786140.625000 Penalty: 4516.345703
	Iteration 67Q: 3 clusters Score -1786141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1786142.625000 Penalty: 4516.345703
	Iteration 68Q: 3 clusters Score -1786143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1786145.250000 Penalty: 4516.345703
	Iteration 69Q: 3 clusters Score -1786145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1786144.250000 Penalty: 4516.345703
	Iteration 70Q: 3 clusters Score -1786144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1786143.625000 Penalty: 4516.345703
	Iteration 71Q: 3 clusters Score -1786144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1786144.750000 Penalty: 4516.345703
	Iteration 72Q: 3 clusters Score -1786145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1786144.500000 Penalty: 4516.345703
	Iteration 73Q: 3 clusters Score -1786144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1786148.125000 Penalty: 4516.345703
	Iteration 74Q: 3 clusters Score -1786148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1786149.250000 Penalty: 4516.345703
	Iteration 75Q: 3 clusters Score -1786149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1786149.250000 Penalty: 4516.345703
	Iteration 76Q: 3 clusters Score -1786149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1786154.000000 Penalty: 4516.345703
	Iteration 77Q: 3 clusters Score -1786154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1786154.000000 Penalty: 4516.345703
	Iteration 78Q: 3 clusters Score -1786154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1786154.250000 Penalty: 4516.345703
	Iteration 79Q: 3 clusters Score -1786154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1786153.000000 Penalty: 4516.345703
	Iteration 80F: 3 clusters Score -1786153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1786154.125000 Penalty: 4516.345703
	Iteration 81Q: 3 clusters Score -1786154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1786154.125000 Penalty: 4516.345703
	Iteration 82F: 3 clusters Score -1786154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Entering Unmasked Estep 
Score: -4154027.500000 Penalty: 2466.053955
	Iteration 0F: 2 clusters Score -4154028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4143554.000000 Penalty: 4932.107910
	Iteration 0F: 3 clusters Score -4143554 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -4148410.250000 Penalty: 4932.107910
	Iteration 1F: 3 clusters Score -4148410 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4148865.000000 Penalty: 4932.107910
	Iteration 2F: 3 clusters Score -4148865 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4149256.500000 Penalty: 4932.107910
	Iteration 3F: 3 clusters Score -4149256 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4149588.500000 Penalty: 4932.107910
	Iteration 4F: 3 clusters Score -4149588 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4149933.500000 Penalty: 4932.107910
	Iteration 5Q: 3 clusters Score -4149934 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4150343.250000 Penalty: 4932.107910
	Iteration 6Q: 3 clusters Score -4150343 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4150945.000000 Penalty: 4932.107910
	Iteration 7F: 3 clusters Score -4150945 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4151737.750000 Penalty: 4932.107910
	Iteration 8F: 3 clusters Score -4151738 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -4152583.500000 Penalty: 4932.107910
	Iteration 9F: 3 clusters Score -4152584 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4153141.500000 Penalty: 4932.107910
	Iteration 10F: 3 clusters Score -4153142 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4153477.750000 Penalty: 4932.107910
	Iteration 11Q: 3 clusters Score -4153478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4153731.750000 Penalty: 4932.107910
	Iteration 12Q: 3 clusters Score -4153732 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4153918.500000 Penalty: 4932.107910
	Iteration 13Q: 3 clusters Score -4153918 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4154207.250000 Penalty: 4932.107910
	Iteration 14Q: 3 clusters Score -4154207 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4154398.500000 Penalty: 4932.107910
	Iteration 15Q: 3 clusters Score -4154398 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4154564.000000 Penalty: 4932.107910
	Iteration 16Q: 3 clusters Score -4154564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4154667.750000 Penalty: 4932.107910
	Iteration 17Q: 3 clusters Score -4154668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4154724.500000 Penalty: 4932.107910
	Iteration 18Q: 3 clusters Score -4154724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4154772.500000 Penalty: 4932.107910
	Iteration 19Q: 3 clusters Score -4154772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4154825.500000 Penalty: 4932.107910
	Iteration 20F: 3 clusters Score -4154826 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4154843.000000 Penalty: 4932.107910
	Iteration 21Q: 3 clusters Score -4154843 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4154876.750000 Penalty: 4932.107910
	Iteration 22Q: 3 clusters Score -4154877 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4154891.250000 Penalty: 4932.107910
	Iteration 23Q: 3 clusters Score -4154891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4154905.750000 Penalty: 4932.107910
	Iteration 24Q: 3 clusters Score -4154906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4154912.750000 Penalty: 4932.107910
	Iteration 25Q: 3 clusters Score -4154913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -4154922.250000 Penalty: 4932.107910
	Iteration 26Q: 3 clusters Score -4154922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4154922.500000 Penalty: 4932.107910
	Iteration 27Q: 3 clusters Score -4154922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4154916.750000 Penalty: 4932.107910
	Iteration 28Q: 3 clusters Score -4154917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4154917.000000 Penalty: 4932.107910
	Iteration 29Q: 3 clusters Score -4154917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4154917.750000 Penalty: 4932.107910
	Iteration 30Q: 3 clusters Score -4154918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4154913.750000 Penalty: 4932.107910
	Iteration 31Q: 3 clusters Score -4154914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4154911.750000 Penalty: 4932.107910
	Iteration 32Q: 3 clusters Score -4154912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4154911.500000 Penalty: 4932.107910
	Iteration 33Q: 3 clusters Score -4154912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -4154906.500000 Penalty: 4932.107910
	Iteration 34Q: 3 clusters Score -4154906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4154912.000000 Penalty: 4932.107910
	Iteration 35Q: 3 clusters Score -4154912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4154912.250000 Penalty: 4932.107910
	Iteration 36Q: 3 clusters Score -4154912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4154911.750000 Penalty: 4932.107910
	Iteration 37Q: 3 clusters Score -4154912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4154912.250000 Penalty: 4932.107910
	Iteration 38Q: 3 clusters Score -4154912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4154912.250000 Penalty: 4932.107910
	Iteration 39Q: 3 clusters Score -4154912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4154910.000000 Penalty: 4932.107910
	Iteration 40F: 3 clusters Score -4154910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4154914.250000 Penalty: 4932.107910
	Iteration 41Q: 3 clusters Score -4154914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4154915.500000 Penalty: 4932.107910
	Iteration 42Q: 3 clusters Score -4154916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4154904.250000 Penalty: 4932.107910
	Iteration 43Q: 3 clusters Score -4154904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4154903.750000 Penalty: 4932.107910
	Iteration 44Q: 3 clusters Score -4154904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -4154912.750000 Penalty: 4932.107910
	Iteration 45Q: 3 clusters Score -4154913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4154907.750000 Penalty: 4932.107910
	Iteration 46Q: 3 clusters Score -4154908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4154909.000000 Penalty: 4932.107910
	Iteration 47Q: 3 clusters Score -4154909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4154911.250000 Penalty: 4932.107910
	Iteration 48Q: 3 clusters Score -4154911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4154912.000000 Penalty: 4932.107910
	Iteration 49Q: 3 clusters Score -4154912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4154913.500000 Penalty: 4932.107910
	Iteration 50Q: 3 clusters Score -4154914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4154914.250000 Penalty: 4932.107910
	Iteration 51Q: 3 clusters Score -4154914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4154909.000000 Penalty: 4932.107910
	Iteration 52Q: 3 clusters Score -4154909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4154910.000000 Penalty: 4932.107910
	Iteration 53Q: 3 clusters Score -4154910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4154916.250000 Penalty: 4932.107910
	Iteration 54Q: 3 clusters Score -4154916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4154916.250000 Penalty: 4932.107910
	Iteration 55Q: 3 clusters Score -4154916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4154916.250000 Penalty: 4932.107910
	Iteration 56F: 3 clusters Score -4154916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 25037 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 36999 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 20554 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 19144 members 
Mstep: Class 26 contains 27793 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21425 members 
Mstep: Class 31 contains 21516 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15508 members 
Mstep: Class 34 contains 8603 members 
Mstep: Class 35 contains 3885 members 
Mstep: Class 36 contains 19500 members 
Mstep: Class 37 contains 9005 members 
Mstep: Class 38 contains 8777 members 
Mstep: Class 39 contains 12045 members 
Entering Unmasked Estep 
Score: -87200584.000000 Penalty: 126332.429688
Splitting cluster 38 changes total score from -87200736.000000 to -87200584.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 25037 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12937 members 
Mstep: Class 13 contains 36999 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22324 members 
Mstep: Class 16 contains 20554 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11842 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 19144 members 
Mstep: Class 26 contains 27793 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 28 contains 7838 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21425 members 
Mstep: Class 31 contains 21516 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15508 members 
Mstep: Class 34 contains 8603 members 
Mstep: Class 35 contains 3885 members 
Mstep: Class 36 contains 19500 members 
Mstep: Class 37 contains 9005 members 
Mstep: Class 38 contains 20822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200984.000000 Penalty: 123093.132812
Iteration 159Q: 39 clusters Score -8.720098e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8150 members 
Mstep: Class 5 contains 22299 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 44075 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 25045 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12948 members 
Mstep: Class 13 contains 36952 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22322 members 
Mstep: Class 16 contains 20550 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 13894 members 
Mstep: Class 25 contains 19128 members 
Mstep: Class 26 contains 27789 members 
Mstep: Class 27 contains 20179 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21393 members 
Mstep: Class 31 contains 21509 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15560 members 
Mstep: Class 34 contains 8835 members 
Mstep: Class 35 contains 3922 members 
Mstep: Class 36 contains 19473 members 
Mstep: Class 37 contains 8969 members 
Mstep: Class 38 contains 20812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201256.000000 Penalty: 123093.132812
Iteration 160F: 39 clusters Score -8.720126e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8151 members 
Mstep: Class 5 contains 22303 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 44068 members 
Mstep: Class 8 contains 15551 members 
Mstep: Class 9 contains 25042 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12942 members 
Mstep: Class 13 contains 36937 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22302 members 
Mstep: Class 16 contains 20519 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20676 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13899 members 
Mstep: Class 25 contains 19122 members 
Mstep: Class 26 contains 27788 members 
Mstep: Class 27 contains 20201 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21384 members 
Mstep: Class 31 contains 21512 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15614 members 
Mstep: Class 34 contains 9103 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 19441 members 
Mstep: Class 37 contains 8910 members 
Mstep: Class 38 contains 20829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201552.000000 Penalty: 123093.132812
Iteration 161Q: 39 clusters Score -8.720155e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8148 members 
Mstep: Class 5 contains 22321 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44079 members 
Mstep: Class 8 contains 15401 members 
Mstep: Class 9 contains 25044 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 36902 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 20484 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20687 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11748 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 19116 members 
Mstep: Class 26 contains 27786 members 
Mstep: Class 27 contains 20197 members 
Mstep: Class 28 contains 7725 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21366 members 
Mstep: Class 31 contains 21458 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15671 members 
Mstep: Class 34 contains 9358 members 
Mstep: Class 35 contains 3972 members 
Mstep: Class 36 contains 19423 members 
Mstep: Class 37 contains 8834 members 
Mstep: Class 38 contains 20895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201448.000000 Penalty: 123093.132812
Iteration 162Q: 39 clusters Score -8.720145e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 22337 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44090 members 
Mstep: Class 8 contains 15251 members 
Mstep: Class 9 contains 25028 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 12980 members 
Mstep: Class 13 contains 36892 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22284 members 
Mstep: Class 16 contains 20453 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20690 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11748 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 13912 members 
Mstep: Class 25 contains 19096 members 
Mstep: Class 26 contains 27796 members 
Mstep: Class 27 contains 20199 members 
Mstep: Class 28 contains 7632 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21350 members 
Mstep: Class 31 contains 21443 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15731 members 
Mstep: Class 34 contains 9632 members 
Mstep: Class 35 contains 3994 members 
Mstep: Class 36 contains 19401 members 
Mstep: Class 37 contains 8739 members 
Mstep: Class 38 contains 20982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200968.000000 Penalty: 123093.132812
Iteration 163Q: 39 clusters Score -8.720097e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44110 members 
Mstep: Class 8 contains 15133 members 
Mstep: Class 9 contains 25002 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 12986 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 20430 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20676 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11770 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 19083 members 
Mstep: Class 26 contains 27798 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 28 contains 7525 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21348 members 
Mstep: Class 31 contains 21418 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15788 members 
Mstep: Class 34 contains 9901 members 
Mstep: Class 35 contains 4033 members 
Mstep: Class 36 contains 19390 members 
Mstep: Class 37 contains 8640 members 
Mstep: Class 38 contains 21049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200976.000000 Penalty: 123093.132812
Iteration 164Q: 39 clusters Score -8.720098e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8142 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44127 members 
Mstep: Class 8 contains 14976 members 
Mstep: Class 9 contains 24989 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 13022 members 
Mstep: Class 13 contains 36805 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22332 members 
Mstep: Class 16 contains 20409 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20673 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11806 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 19075 members 
Mstep: Class 26 contains 27803 members 
Mstep: Class 27 contains 20148 members 
Mstep: Class 28 contains 7434 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21349 members 
Mstep: Class 31 contains 21388 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15831 members 
Mstep: Class 34 contains 10217 members 
Mstep: Class 35 contains 4069 members 
Mstep: Class 36 contains 19400 members 
Mstep: Class 37 contains 8502 members 
Mstep: Class 38 contains 21078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201072.000000 Penalty: 123093.132812
Iteration 165Q: 39 clusters Score -8.720107e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44140 members 
Mstep: Class 8 contains 14816 members 
Mstep: Class 9 contains 24963 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 13039 members 
Mstep: Class 13 contains 36774 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20675 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11843 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 19055 members 
Mstep: Class 26 contains 27807 members 
Mstep: Class 27 contains 20138 members 
Mstep: Class 28 contains 7325 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21336 members 
Mstep: Class 31 contains 21377 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15867 members 
Mstep: Class 34 contains 10558 members 
Mstep: Class 35 contains 4120 members 
Mstep: Class 36 contains 19421 members 
Mstep: Class 37 contains 8344 members 
Mstep: Class 38 contains 21137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200800.000000 Penalty: 123093.132812
Iteration 166Q: 39 clusters Score -8.72008e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 44145 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13094 members 
Mstep: Class 13 contains 36744 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22351 members 
Mstep: Class 16 contains 20375 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20665 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 13849 members 
Mstep: Class 25 contains 19040 members 
Mstep: Class 26 contains 27812 members 
Mstep: Class 27 contains 20150 members 
Mstep: Class 28 contains 7198 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21322 members 
Mstep: Class 31 contains 21382 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15887 members 
Mstep: Class 34 contains 10896 members 
Mstep: Class 35 contains 4160 members 
Mstep: Class 36 contains 19416 members 
Mstep: Class 37 contains 8181 members 
Mstep: Class 38 contains 21172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200776.000000 Penalty: 123093.132812
Iteration 167Q: 39 clusters Score -8.720078e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22342 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 44146 members 
Mstep: Class 8 contains 14490 members 
Mstep: Class 9 contains 24922 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13135 members 
Mstep: Class 13 contains 36720 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22345 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20662 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11962 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 19025 members 
Mstep: Class 26 contains 27813 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 28 contains 7049 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21311 members 
Mstep: Class 31 contains 21369 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15909 members 
Mstep: Class 34 contains 11257 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 19422 members 
Mstep: Class 37 contains 7951 members 
Mstep: Class 38 contains 21245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200312.000000 Penalty: 123093.132812
Iteration 168Q: 39 clusters Score -8.720031e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22339 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 14338 members 
Mstep: Class 9 contains 24887 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13155 members 
Mstep: Class 13 contains 36696 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22351 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20676 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12063 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13872 members 
Mstep: Class 25 contains 19021 members 
Mstep: Class 26 contains 27817 members 
Mstep: Class 27 contains 20191 members 
Mstep: Class 28 contains 6875 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 21349 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15921 members 
Mstep: Class 34 contains 11608 members 
Mstep: Class 35 contains 4233 members 
Mstep: Class 36 contains 19420 members 
Mstep: Class 37 contains 7690 members 
Mstep: Class 38 contains 21337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200184.000000 Penalty: 123093.132812
Iteration 169Q: 39 clusters Score -8.720018e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22321 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 44176 members 
Mstep: Class 8 contains 14223 members 
Mstep: Class 9 contains 24835 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13166 members 
Mstep: Class 13 contains 36690 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22356 members 
Mstep: Class 16 contains 20360 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20697 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12164 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 13877 members 
Mstep: Class 25 contains 19030 members 
Mstep: Class 26 contains 27819 members 
Mstep: Class 27 contains 20223 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21280 members 
Mstep: Class 31 contains 21320 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15941 members 
Mstep: Class 34 contains 11982 members 
Mstep: Class 35 contains 4265 members 
Mstep: Class 36 contains 19421 members 
Mstep: Class 37 contains 7438 members 
Mstep: Class 38 contains 21410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200144.000000 Penalty: 123093.132812
Iteration 170Q: 39 clusters Score -8.720014e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 44186 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 24797 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 36669 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 20361 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20703 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 13884 members 
Mstep: Class 25 contains 19016 members 
Mstep: Class 26 contains 27826 members 
Mstep: Class 27 contains 20234 members 
Mstep: Class 28 contains 6538 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21284 members 
Mstep: Class 31 contains 21339 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 15974 members 
Mstep: Class 34 contains 12359 members 
Mstep: Class 35 contains 4307 members 
Mstep: Class 36 contains 19419 members 
Mstep: Class 37 contains 7171 members 
Mstep: Class 38 contains 21440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200376.000000 Penalty: 123093.132812
Iteration 171Q: 39 clusters Score -8.720038e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 22295 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 44203 members 
Mstep: Class 8 contains 13924 members 
Mstep: Class 9 contains 24754 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13214 members 
Mstep: Class 13 contains 36642 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22338 members 
Mstep: Class 16 contains 20349 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20726 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12393 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13911 members 
Mstep: Class 25 contains 19017 members 
Mstep: Class 26 contains 27835 members 
Mstep: Class 27 contains 20249 members 
Mstep: Class 28 contains 6367 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21280 members 
Mstep: Class 31 contains 21339 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16013 members 
Mstep: Class 34 contains 12700 members 
Mstep: Class 35 contains 4363 members 
Mstep: Class 36 contains 19412 members 
Mstep: Class 37 contains 6907 members 
Mstep: Class 38 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200728.000000 Penalty: 123093.132812
Iteration 172Q: 39 clusters Score -8.720073e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 22284 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 13786 members 
Mstep: Class 9 contains 24725 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13226 members 
Mstep: Class 13 contains 36632 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22322 members 
Mstep: Class 16 contains 20353 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20750 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13923 members 
Mstep: Class 25 contains 19005 members 
Mstep: Class 26 contains 27837 members 
Mstep: Class 27 contains 20263 members 
Mstep: Class 28 contains 6201 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21277 members 
Mstep: Class 31 contains 21317 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16044 members 
Mstep: Class 34 contains 13026 members 
Mstep: Class 35 contains 4410 members 
Mstep: Class 36 contains 19390 members 
Mstep: Class 37 contains 6680 members 
Mstep: Class 38 contains 21544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200432.000000 Penalty: 123093.132812
Iteration 173Q: 39 clusters Score -8.720043e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 22296 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 44232 members 
Mstep: Class 8 contains 13651 members 
Mstep: Class 9 contains 24703 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 36618 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22306 members 
Mstep: Class 16 contains 20372 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20746 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12621 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13912 members 
Mstep: Class 25 contains 19002 members 
Mstep: Class 26 contains 27835 members 
Mstep: Class 27 contains 20281 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21281 members 
Mstep: Class 31 contains 21351 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16063 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 4444 members 
Mstep: Class 36 contains 19390 members 
Mstep: Class 37 contains 6485 members 
Mstep: Class 38 contains 21602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200104.000000 Penalty: 123093.132812
Iteration 174Q: 39 clusters Score -8.72001e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 22294 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 13538 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 36587 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22296 members 
Mstep: Class 16 contains 20361 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20752 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12761 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13901 members 
Mstep: Class 25 contains 19010 members 
Mstep: Class 26 contains 27836 members 
Mstep: Class 27 contains 20302 members 
Mstep: Class 28 contains 5898 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21269 members 
Mstep: Class 31 contains 21359 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16096 members 
Mstep: Class 34 contains 13421 members 
Mstep: Class 35 contains 4478 members 
Mstep: Class 36 contains 19393 members 
Mstep: Class 37 contains 6313 members 
Mstep: Class 38 contains 21665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199856.000000 Penalty: 123093.132812
Iteration 175Q: 39 clusters Score -8.719986e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 22298 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 13425 members 
Mstep: Class 9 contains 24654 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13362 members 
Mstep: Class 13 contains 36544 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22290 members 
Mstep: Class 16 contains 20354 members 
Mstep: Class 17 contains 2885 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20753 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 13920 members 
Mstep: Class 25 contains 18996 members 
Mstep: Class 26 contains 27841 members 
Mstep: Class 27 contains 20316 members 
Mstep: Class 28 contains 5752 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21262 members 
Mstep: Class 31 contains 21349 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16128 members 
Mstep: Class 34 contains 13554 members 
Mstep: Class 35 contains 4533 members 
Mstep: Class 36 contains 19379 members 
Mstep: Class 37 contains 6163 members 
Mstep: Class 38 contains 21754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199920.000000 Penalty: 123093.132812
Iteration 176Q: 39 clusters Score -8.719992e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 22296 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 44241 members 
Mstep: Class 8 contains 13329 members 
Mstep: Class 9 contains 24631 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 36518 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22281 members 
Mstep: Class 16 contains 20358 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20747 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13026 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13925 members 
Mstep: Class 25 contains 18969 members 
Mstep: Class 26 contains 27841 members 
Mstep: Class 27 contains 20320 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21251 members 
Mstep: Class 31 contains 21360 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16164 members 
Mstep: Class 34 contains 13653 members 
Mstep: Class 35 contains 4596 members 
Mstep: Class 36 contains 19382 members 
Mstep: Class 37 contains 6084 members 
Mstep: Class 38 contains 21801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200064.000000 Penalty: 123093.132812
Iteration 177Q: 39 clusters Score -8.720006e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 22308 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 13244 members 
Mstep: Class 9 contains 24630 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 36482 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 20349 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20733 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13132 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13934 members 
Mstep: Class 25 contains 18967 members 
Mstep: Class 26 contains 27833 members 
Mstep: Class 27 contains 20341 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21250 members 
Mstep: Class 31 contains 21379 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16188 members 
Mstep: Class 34 contains 13701 members 
Mstep: Class 35 contains 4643 members 
Mstep: Class 36 contains 19386 members 
Mstep: Class 37 contains 6010 members 
Mstep: Class 38 contains 21841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200152.000000 Penalty: 123093.132812
Iteration 178Q: 39 clusters Score -8.720015e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 22307 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 44246 members 
Mstep: Class 8 contains 13156 members 
Mstep: Class 9 contains 24622 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 36426 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22258 members 
Mstep: Class 16 contains 20327 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20741 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13244 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 13947 members 
Mstep: Class 25 contains 18983 members 
Mstep: Class 26 contains 27831 members 
Mstep: Class 27 contains 20361 members 
Mstep: Class 28 contains 5376 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21252 members 
Mstep: Class 31 contains 21416 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16219 members 
Mstep: Class 34 contains 13755 members 
Mstep: Class 35 contains 4699 members 
Mstep: Class 36 contains 19365 members 
Mstep: Class 37 contains 5936 members 
Mstep: Class 38 contains 21881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200288.000000 Penalty: 123093.132812
Iteration 179Q: 39 clusters Score -8.720029e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 22277 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 13067 members 
Mstep: Class 9 contains 24624 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13480 members 
Mstep: Class 13 contains 36371 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20736 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13358 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 13962 members 
Mstep: Class 25 contains 18996 members 
Mstep: Class 26 contains 27811 members 
Mstep: Class 27 contains 20369 members 
Mstep: Class 28 contains 5280 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21253 members 
Mstep: Class 31 contains 21440 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16254 members 
Mstep: Class 34 contains 13760 members 
Mstep: Class 35 contains 4759 members 
Mstep: Class 36 contains 19361 members 
Mstep: Class 37 contains 5894 members 
Mstep: Class 38 contains 21932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200424.000000 Penalty: 123093.132812
Iteration 180F: 39 clusters Score -8.720042e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 22264 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 13007 members 
Mstep: Class 9 contains 24626 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 36307 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 20276 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20736 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13475 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 13975 members 
Mstep: Class 25 contains 18996 members 
Mstep: Class 26 contains 27801 members 
Mstep: Class 27 contains 20367 members 
Mstep: Class 28 contains 5074 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21262 members 
Mstep: Class 31 contains 21443 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16284 members 
Mstep: Class 34 contains 14258 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 19363 members 
Mstep: Class 37 contains 5527 members 
Mstep: Class 38 contains 21947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200456.000000 Penalty: 123093.132812
Iteration 181Q: 39 clusters Score -8.720046e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 22240 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 44314 members 
Mstep: Class 8 contains 12946 members 
Mstep: Class 9 contains 24619 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13562 members 
Mstep: Class 13 contains 36274 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22236 members 
Mstep: Class 16 contains 20246 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20716 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 13594 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 13982 members 
Mstep: Class 25 contains 18983 members 
Mstep: Class 26 contains 27777 members 
Mstep: Class 27 contains 20397 members 
Mstep: Class 28 contains 4901 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21249 members 
Mstep: Class 31 contains 21451 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16308 members 
Mstep: Class 34 contains 14630 members 
Mstep: Class 35 contains 4853 members 
Mstep: Class 36 contains 19369 members 
Mstep: Class 37 contains 5226 members 
Mstep: Class 38 contains 21959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200544.000000 Penalty: 123093.132812
Iteration 182Q: 39 clusters Score -8.720054e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8141 members 
Mstep: Class 5 contains 22222 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 44310 members 
Mstep: Class 8 contains 12877 members 
Mstep: Class 9 contains 24606 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13629 members 
Mstep: Class 13 contains 36243 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22247 members 
Mstep: Class 16 contains 20223 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20736 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 13984 members 
Mstep: Class 25 contains 18985 members 
Mstep: Class 26 contains 27759 members 
Mstep: Class 27 contains 20411 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21245 members 
Mstep: Class 31 contains 21463 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16364 members 
Mstep: Class 34 contains 14959 members 
Mstep: Class 35 contains 4892 members 
Mstep: Class 36 contains 19359 members 
Mstep: Class 37 contains 4947 members 
Mstep: Class 38 contains 21941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200608.000000 Penalty: 123093.132812
Iteration 183Q: 39 clusters Score -8.720061e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8136 members 
Mstep: Class 5 contains 22207 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 44317 members 
Mstep: Class 8 contains 12825 members 
Mstep: Class 9 contains 24596 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13666 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22240 members 
Mstep: Class 16 contains 20221 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20733 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 13780 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 13998 members 
Mstep: Class 25 contains 18978 members 
Mstep: Class 26 contains 27761 members 
Mstep: Class 27 contains 20424 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21237 members 
Mstep: Class 31 contains 21447 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16407 members 
Mstep: Class 34 contains 15277 members 
Mstep: Class 35 contains 4937 members 
Mstep: Class 36 contains 19346 members 
Mstep: Class 37 contains 4706 members 
Mstep: Class 38 contains 21950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200736.000000 Penalty: 123093.132812
Iteration 184Q: 39 clusters Score -8.720074e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 22200 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 44327 members 
Mstep: Class 8 contains 12764 members 
Mstep: Class 9 contains 24588 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 36167 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22216 members 
Mstep: Class 16 contains 20207 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20716 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 13843 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 14005 members 
Mstep: Class 25 contains 18982 members 
Mstep: Class 26 contains 27772 members 
Mstep: Class 27 contains 20467 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21219 members 
Mstep: Class 31 contains 21427 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16455 members 
Mstep: Class 34 contains 15563 members 
Mstep: Class 35 contains 4978 members 
Mstep: Class 36 contains 19314 members 
Mstep: Class 37 contains 4510 members 
Mstep: Class 38 contains 21923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200896.000000 Penalty: 123093.132812
Iteration 185Q: 39 clusters Score -8.72009e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 22210 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 44343 members 
Mstep: Class 8 contains 12702 members 
Mstep: Class 9 contains 24570 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13811 members 
Mstep: Class 13 contains 36146 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22185 members 
Mstep: Class 16 contains 20195 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20720 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13908 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 14014 members 
Mstep: Class 25 contains 18975 members 
Mstep: Class 26 contains 27788 members 
Mstep: Class 27 contains 20474 members 
Mstep: Class 28 contains 4339 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21199 members 
Mstep: Class 31 contains 21412 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16506 members 
Mstep: Class 34 contains 15811 members 
Mstep: Class 35 contains 5037 members 
Mstep: Class 36 contains 19259 members 
Mstep: Class 37 contains 4329 members 
Mstep: Class 38 contains 21908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201072.000000 Penalty: 123093.132812
Iteration 186Q: 39 clusters Score -8.720107e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 24557 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 36112 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22163 members 
Mstep: Class 16 contains 20167 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20715 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13957 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 14013 members 
Mstep: Class 25 contains 18970 members 
Mstep: Class 26 contains 27787 members 
Mstep: Class 27 contains 20479 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21184 members 
Mstep: Class 31 contains 21371 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16572 members 
Mstep: Class 34 contains 16063 members 
Mstep: Class 35 contains 5093 members 
Mstep: Class 36 contains 19227 members 
Mstep: Class 37 contains 4187 members 
Mstep: Class 38 contains 21918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201056.000000 Penalty: 123093.132812
Iteration 187Q: 39 clusters Score -8.720106e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22192 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 12625 members 
Mstep: Class 9 contains 24526 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13918 members 
Mstep: Class 13 contains 36090 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22140 members 
Mstep: Class 16 contains 20131 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20684 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 13998 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 14018 members 
Mstep: Class 25 contains 18973 members 
Mstep: Class 26 contains 27782 members 
Mstep: Class 27 contains 20496 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21174 members 
Mstep: Class 31 contains 21318 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16627 members 
Mstep: Class 34 contains 16307 members 
Mstep: Class 35 contains 5171 members 
Mstep: Class 36 contains 19203 members 
Mstep: Class 37 contains 4063 members 
Mstep: Class 38 contains 21932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201064.000000 Penalty: 123093.132812
Iteration 188Q: 39 clusters Score -8.720106e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 22207 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 44386 members 
Mstep: Class 8 contains 12594 members 
Mstep: Class 9 contains 24498 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 36056 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22134 members 
Mstep: Class 16 contains 20119 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20667 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 14027 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 14010 members 
Mstep: Class 25 contains 18960 members 
Mstep: Class 26 contains 27781 members 
Mstep: Class 27 contains 20495 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21169 members 
Mstep: Class 31 contains 21270 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16671 members 
Mstep: Class 34 contains 16541 members 
Mstep: Class 35 contains 5242 members 
Mstep: Class 36 contains 19185 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 21942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201120.000000 Penalty: 123093.132812
Iteration 189Q: 39 clusters Score -8.720112e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 22205 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 44399 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 24478 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 36003 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22134 members 
Mstep: Class 16 contains 20087 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20669 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 14054 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 13993 members 
Mstep: Class 25 contains 18943 members 
Mstep: Class 26 contains 27770 members 
Mstep: Class 27 contains 20512 members 
Mstep: Class 28 contains 3879 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21165 members 
Mstep: Class 31 contains 21250 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16718 members 
Mstep: Class 34 contains 16742 members 
Mstep: Class 35 contains 5305 members 
Mstep: Class 36 contains 19164 members 
Mstep: Class 37 contains 3835 members 
Mstep: Class 38 contains 21954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201168.000000 Penalty: 123093.132812
Iteration 190Q: 39 clusters Score -8.720117e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 22190 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 12539 members 
Mstep: Class 9 contains 24482 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14049 members 
Mstep: Class 13 contains 35952 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22113 members 
Mstep: Class 16 contains 20046 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20663 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 14093 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13982 members 
Mstep: Class 25 contains 18930 members 
Mstep: Class 26 contains 27777 members 
Mstep: Class 27 contains 20530 members 
Mstep: Class 28 contains 3802 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21164 members 
Mstep: Class 31 contains 21236 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16776 members 
Mstep: Class 34 contains 16894 members 
Mstep: Class 35 contains 5367 members 
Mstep: Class 36 contains 19125 members 
Mstep: Class 37 contains 3747 members 
Mstep: Class 38 contains 21956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201488.000000 Penalty: 123093.132812
Iteration 191Q: 39 clusters Score -8.720149e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8129 members 
Mstep: Class 5 contains 22186 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 12513 members 
Mstep: Class 9 contains 24457 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 35918 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22098 members 
Mstep: Class 16 contains 20004 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20640 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 14125 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13961 members 
Mstep: Class 25 contains 18932 members 
Mstep: Class 26 contains 27790 members 
Mstep: Class 27 contains 20556 members 
Mstep: Class 28 contains 3718 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21152 members 
Mstep: Class 31 contains 21234 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16822 members 
Mstep: Class 34 contains 17051 members 
Mstep: Class 35 contains 5438 members 
Mstep: Class 36 contains 19098 members 
Mstep: Class 37 contains 3672 members 
Mstep: Class 38 contains 21949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201504.000000 Penalty: 123093.132812
Iteration 192Q: 39 clusters Score -8.72015e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 12491 members 
Mstep: Class 9 contains 24441 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14122 members 
Mstep: Class 13 contains 35859 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 19962 members 
Mstep: Class 17 contains 2818 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20625 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13938 members 
Mstep: Class 25 contains 18932 members 
Mstep: Class 26 contains 27806 members 
Mstep: Class 27 contains 20570 members 
Mstep: Class 28 contains 3632 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21144 members 
Mstep: Class 31 contains 21221 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16867 members 
Mstep: Class 34 contains 17216 members 
Mstep: Class 35 contains 5523 members 
Mstep: Class 36 contains 19092 members 
Mstep: Class 37 contains 3577 members 
Mstep: Class 38 contains 21956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201480.000000 Penalty: 123093.132812
Iteration 193Q: 39 clusters Score -8.720148e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 22154 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 44457 members 
Mstep: Class 8 contains 12450 members 
Mstep: Class 9 contains 24426 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14159 members 
Mstep: Class 13 contains 35803 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22078 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20610 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13913 members 
Mstep: Class 25 contains 18924 members 
Mstep: Class 26 contains 27823 members 
Mstep: Class 27 contains 20584 members 
Mstep: Class 28 contains 3556 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21141 members 
Mstep: Class 31 contains 21210 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16905 members 
Mstep: Class 34 contains 17380 members 
Mstep: Class 35 contains 5596 members 
Mstep: Class 36 contains 19083 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 21971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201560.000000 Penalty: 123093.132812
Iteration 194Q: 39 clusters Score -8.720156e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 22146 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 44445 members 
Mstep: Class 8 contains 12417 members 
Mstep: Class 9 contains 24424 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14194 members 
Mstep: Class 13 contains 35768 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22085 members 
Mstep: Class 16 contains 19904 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20594 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14222 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 18929 members 
Mstep: Class 26 contains 27836 members 
Mstep: Class 27 contains 20597 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21136 members 
Mstep: Class 31 contains 21194 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16940 members 
Mstep: Class 34 contains 17515 members 
Mstep: Class 35 contains 5636 members 
Mstep: Class 36 contains 19070 members 
Mstep: Class 37 contains 3400 members 
Mstep: Class 38 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201264.000000 Penalty: 123093.132812
Iteration 195Q: 39 clusters Score -8.720126e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 22142 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 44441 members 
Mstep: Class 8 contains 12380 members 
Mstep: Class 9 contains 24416 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14245 members 
Mstep: Class 13 contains 35725 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22080 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 2828 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14281 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13868 members 
Mstep: Class 25 contains 18926 members 
Mstep: Class 26 contains 27854 members 
Mstep: Class 27 contains 20604 members 
Mstep: Class 28 contains 3408 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21126 members 
Mstep: Class 31 contains 21174 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 16978 members 
Mstep: Class 34 contains 17642 members 
Mstep: Class 35 contains 5664 members 
Mstep: Class 36 contains 19064 members 
Mstep: Class 37 contains 3311 members 
Mstep: Class 38 contains 22025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201376.000000 Penalty: 123093.132812
Iteration 196Q: 39 clusters Score -8.720138e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 22141 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 12367 members 
Mstep: Class 9 contains 24410 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14293 members 
Mstep: Class 13 contains 35661 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22070 members 
Mstep: Class 16 contains 19881 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14318 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13836 members 
Mstep: Class 25 contains 18926 members 
Mstep: Class 26 contains 27873 members 
Mstep: Class 27 contains 20614 members 
Mstep: Class 28 contains 3340 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21134 members 
Mstep: Class 31 contains 21136 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17013 members 
Mstep: Class 34 contains 17776 members 
Mstep: Class 35 contains 5717 members 
Mstep: Class 36 contains 19046 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 22054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200992.000000 Penalty: 123093.132812
Iteration 197Q: 39 clusters Score -8.720099e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8123 members 
Mstep: Class 5 contains 22130 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 12334 members 
Mstep: Class 9 contains 24400 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14337 members 
Mstep: Class 13 contains 35601 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20536 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14347 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 13813 members 
Mstep: Class 25 contains 18924 members 
Mstep: Class 26 contains 27894 members 
Mstep: Class 27 contains 20609 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21136 members 
Mstep: Class 31 contains 21112 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17038 members 
Mstep: Class 34 contains 17908 members 
Mstep: Class 35 contains 5791 members 
Mstep: Class 36 contains 19055 members 
Mstep: Class 37 contains 3135 members 
Mstep: Class 38 contains 22064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201344.000000 Penalty: 123093.132812
Iteration 198Q: 39 clusters Score -8.720134e+07 nChanged 1231
Entering ConstructFrom: 
Score: -87201344.000000 Penalty: 123093.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -201847.562500 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201847.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202148.125000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202148.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -202272.265625 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202272.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -202350.031250 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -202395.359375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202395.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -202450.312500 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202450.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -202488.546875 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202488.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202529.406250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202561.375000 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202589.859375 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202589.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202615.875000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202615.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202646.093750 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202646.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202673.046875 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202697.593750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202729.796875 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -202729.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -202763.625000 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -202763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -202785.968750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -202786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202825.828125 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -202825.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202881.546875 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -202881.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -202917.140625 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -202917.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -202950.796875 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -202950.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -202987.656250 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -202987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203004.796875 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203004.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -203037.531250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -203059.968750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203085.296875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -203105.187500 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -203118.578125 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -203124.125000 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203133.140625 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203141.250000 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203145.140625 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -203145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203145.140625 Penalty: 3506.657715
	Iteration 32F: 3 clusters Score -203145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27877.906250 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27877.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27928.431641 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27928.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27939.005859 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27939.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27943.033203 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -27943.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27949.263672 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -27949.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27954.599609 Penalty: 2578.454346
	Iteration 5Q: 3 clusters Score -27954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27954.599609 Penalty: 2578.454346
	Iteration 6F: 3 clusters Score -27954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57354.562500 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57354.56 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57749.523438 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57749.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57932.859375 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -57932.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58032.558594 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -58032.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58100.191406 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58100.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58145.886719 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58145.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58179.933594 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58179.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58228.398438 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58345.078125 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58345.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58367.300781 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -58367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58434.417969 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -58434.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58514.269531 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -58514.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58540.199219 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -58540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58566.738281 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -58566.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58582.808594 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -58582.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58591.484375 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -58591.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58599.160156 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -58599.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58607.316406 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -58607.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58608.554688 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -58608.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58612.769531 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -58612.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58612.769531 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -58612.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 166 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 35567 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 27921 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 21094 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17061 members 
Mstep: Class 34 contains 18019 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 19046 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 22059 members 
Mstep: Class 39 contains 255 members 
Entering Unmasked Estep 
Score: -87199648.000000 Penalty: 126332.429688
Splitting cluster 3 changes total score from -87201344.000000 to -87199648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -1472848.625000 Penalty: 2232.639404
	Iteration 0F: 2 clusters Score -1472849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1466400.500000 Penalty: 4465.278809
	Iteration 0F: 3 clusters Score -1466400 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1468315.000000 Penalty: 4465.278809
	Iteration 1F: 3 clusters Score -1468315 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1468983.750000 Penalty: 4465.278809
	Iteration 2F: 3 clusters Score -1468984 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1469413.750000 Penalty: 4465.278809
	Iteration 3F: 3 clusters Score -1469414 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1469682.250000 Penalty: 4465.278809
	Iteration 4F: 3 clusters Score -1469682 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1469873.500000 Penalty: 4465.278809
	Iteration 5Q: 3 clusters Score -1469874 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1470008.750000 Penalty: 4465.278809
	Iteration 6Q: 3 clusters Score -1470009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1470102.125000 Penalty: 4465.278809
	Iteration 7Q: 3 clusters Score -1470102 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1470197.500000 Penalty: 4465.278809
	Iteration 8Q: 3 clusters Score -1470198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1470284.125000 Penalty: 4465.278809
	Iteration 9Q: 3 clusters Score -1470284 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1470374.750000 Penalty: 4465.278809
	Iteration 10Q: 3 clusters Score -1470375 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1470501.250000 Penalty: 4465.278809
	Iteration 11Q: 3 clusters Score -1470501 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1470653.250000 Penalty: 4465.278809
	Iteration 12Q: 3 clusters Score -1470653 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1470832.500000 Penalty: 4465.278809
	Iteration 13Q: 3 clusters Score -1470832 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1471061.000000 Penalty: 4465.278809
	Iteration 14Q: 3 clusters Score -1471061 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1471345.000000 Penalty: 4465.278809
	Iteration 15Q: 3 clusters Score -1471345 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1471601.375000 Penalty: 4465.278809
	Iteration 16Q: 3 clusters Score -1471601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1471816.375000 Penalty: 4465.278809
	Iteration 17Q: 3 clusters Score -1471816 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1472008.500000 Penalty: 4465.278809
	Iteration 18Q: 3 clusters Score -1472008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1472144.250000 Penalty: 4465.278809
	Iteration 19Q: 3 clusters Score -1472144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1472205.625000 Penalty: 4465.278809
	Iteration 20F: 3 clusters Score -1472206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1472252.000000 Penalty: 4465.278809
	Iteration 21Q: 3 clusters Score -1472252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1472278.875000 Penalty: 4465.278809
	Iteration 22Q: 3 clusters Score -1472279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1472291.125000 Penalty: 4465.278809
	Iteration 23Q: 3 clusters Score -1472291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1472305.500000 Penalty: 4465.278809
	Iteration 24Q: 3 clusters Score -1472306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1472307.500000 Penalty: 4465.278809
	Iteration 25Q: 3 clusters Score -1472308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1472310.000000 Penalty: 4465.278809
	Iteration 26Q: 3 clusters Score -1472310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1472320.000000 Penalty: 4465.278809
	Iteration 27Q: 3 clusters Score -1472320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1472322.625000 Penalty: 4465.278809
	Iteration 28Q: 3 clusters Score -1472323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1472325.625000 Penalty: 4465.278809
	Iteration 29Q: 3 clusters Score -1472326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1472324.125000 Penalty: 4465.278809
	Iteration 30Q: 3 clusters Score -1472324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1472325.375000 Penalty: 4465.278809
	Iteration 31Q: 3 clusters Score -1472325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1472325.375000 Penalty: 4465.278809
	Iteration 32Q: 3 clusters Score -1472325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1472328.375000 Penalty: 4465.278809
	Iteration 33Q: 3 clusters Score -1472328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1472327.500000 Penalty: 4465.278809
	Iteration 34Q: 3 clusters Score -1472328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1472328.625000 Penalty: 4465.278809
	Iteration 35Q: 3 clusters Score -1472329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1472328.625000 Penalty: 4465.278809
	Iteration 36Q: 3 clusters Score -1472329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1472329.250000 Penalty: 4465.278809
	Iteration 37Q: 3 clusters Score -1472329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1472329.875000 Penalty: 4465.278809
	Iteration 38Q: 3 clusters Score -1472330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1472329.875000 Penalty: 4465.278809
	Iteration 39F: 3 clusters Score -1472330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Entering Unmasked Estep 
Score: -4137770.000000 Penalty: 2481.017334
	Iteration 0F: 2 clusters Score -4137770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4123581.250000 Penalty: 4962.034668
	Iteration 0F: 3 clusters Score -4123581 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4128874.500000 Penalty: 4962.034668
	Iteration 1F: 3 clusters Score -4128874 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -4129314.000000 Penalty: 4962.034668
	Iteration 2F: 3 clusters Score -4129314 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4129686.250000 Penalty: 4962.034668
	Iteration 3Q: 3 clusters Score -4129686 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4130039.500000 Penalty: 4962.034668
	Iteration 4Q: 3 clusters Score -4130040 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4130456.500000 Penalty: 4962.034668
	Iteration 5Q: 3 clusters Score -4130456 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4131029.750000 Penalty: 4962.034668
	Iteration 6Q: 3 clusters Score -4131030 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4131886.750000 Penalty: 4962.034668
	Iteration 7F: 3 clusters Score -4131887 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -4133019.000000 Penalty: 4962.034668
	Iteration 8F: 3 clusters Score -4133019 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4134115.250000 Penalty: 4962.034668
	Iteration 9F: 3 clusters Score -4134115 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4134801.250000 Penalty: 4962.034668
	Iteration 10F: 3 clusters Score -4134801 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4135200.500000 Penalty: 4962.034668
	Iteration 11Q: 3 clusters Score -4135200 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4135382.250000 Penalty: 4962.034668
	Iteration 12Q: 3 clusters Score -4135382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4135495.250000 Penalty: 4962.034668
	Iteration 13Q: 3 clusters Score -4135495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4135551.000000 Penalty: 4962.034668
	Iteration 14Q: 3 clusters Score -4135551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4135591.500000 Penalty: 4962.034668
	Iteration 15Q: 3 clusters Score -4135592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4135608.500000 Penalty: 4962.034668
	Iteration 16Q: 3 clusters Score -4135608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4135635.750000 Penalty: 4962.034668
	Iteration 17Q: 3 clusters Score -4135636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4135653.000000 Penalty: 4962.034668
	Iteration 18Q: 3 clusters Score -4135653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4135653.500000 Penalty: 4962.034668
	Iteration 19Q: 3 clusters Score -4135654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4135659.000000 Penalty: 4962.034668
	Iteration 20F: 3 clusters Score -4135659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4135659.250000 Penalty: 4962.034668
	Iteration 21Q: 3 clusters Score -4135659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4135664.750000 Penalty: 4962.034668
	Iteration 22Q: 3 clusters Score -4135665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4135674.500000 Penalty: 4962.034668
	Iteration 23Q: 3 clusters Score -4135674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4135677.250000 Penalty: 4962.034668
	Iteration 24Q: 3 clusters Score -4135677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4135681.250000 Penalty: 4962.034668
	Iteration 25Q: 3 clusters Score -4135681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4135686.750000 Penalty: 4962.034668
	Iteration 26Q: 3 clusters Score -4135687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4135692.750000 Penalty: 4962.034668
	Iteration 27Q: 3 clusters Score -4135693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4135692.750000 Penalty: 4962.034668
	Iteration 28F: 3 clusters Score -4135693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -686249.937500 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -686249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -682345.187500 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -682345.2 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -683277.687500 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -683277.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -683432.750000 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -683432.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -683516.375000 Penalty: 4109.864746
	Iteration 3Q: 3 clusters Score -683516.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -683581.375000 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -683581.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -683624.937500 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -683624.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -683653.000000 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -683653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -683676.187500 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -683676.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -683690.937500 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -683690.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -683701.000000 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -683701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -683708.562500 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -683708.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -683719.687500 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -683719.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -683723.937500 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -683723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -683728.562500 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -683728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -683732.875000 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -683732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -683737.375000 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -683737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -683742.750000 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -683742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -683746.500000 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -683746.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -683754.250000 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -683754.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -683760.062500 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -683760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -683765.562500 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -683765.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -683769.937500 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -683769.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -683776.500000 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -683776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -683777.312500 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -683777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -683780.062500 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -683780.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -683783.625000 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -683783.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -683785.562500 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -683785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -683787.437500 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -683787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -683789.375000 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -683789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -683791.375000 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -683791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -683792.625000 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -683792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -683792.312500 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -683792.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -683796.875000 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -683796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -683798.437500 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -683798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -683800.000000 Penalty: 4109.864746
	Iteration 34Q: 3 clusters Score -683800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -683800.562500 Penalty: 4109.864746
	Iteration 35Q: 3 clusters Score -683800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -683804.375000 Penalty: 4109.864746
	Iteration 36Q: 3 clusters Score -683804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -683804.875000 Penalty: 4109.864746
	Iteration 37Q: 3 clusters Score -683804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -683806.062500 Penalty: 4109.864746
	Iteration 38Q: 3 clusters Score -683806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -683807.562500 Penalty: 4109.864746
	Iteration 39Q: 3 clusters Score -683807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -683807.500000 Penalty: 4109.864746
	Iteration 40F: 3 clusters Score -683807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -683809.250000 Penalty: 4109.864746
	Iteration 41Q: 3 clusters Score -683809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -683809.250000 Penalty: 4109.864746
	Iteration 42Q: 3 clusters Score -683809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -683810.000000 Penalty: 4109.864746
	Iteration 43Q: 3 clusters Score -683810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683812.187500 Penalty: 4109.864746
	Iteration 44Q: 3 clusters Score -683812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -683812.312500 Penalty: 4109.864746
	Iteration 45Q: 3 clusters Score -683812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683813.750000 Penalty: 4109.864746
	Iteration 46Q: 3 clusters Score -683813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -683813.750000 Penalty: 4109.864746
	Iteration 47F: 3 clusters Score -683813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Entering Unmasked Estep 
Score: -7873707.500000 Penalty: 2654.114502
	Iteration 0F: 2 clusters Score -7873708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7848715.500000 Penalty: 5308.229004
	Iteration 0F: 3 clusters Score -7848716 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -7859815.500000 Penalty: 5308.229004
	Iteration 1F: 3 clusters Score -7859816 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7860274.500000 Penalty: 5308.229004
	Iteration 2Q: 3 clusters Score -7860274 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -7860741.000000 Penalty: 5308.229004
	Iteration 3Q: 3 clusters Score -7860741 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -7861087.000000 Penalty: 5308.229004
	Iteration 4Q: 3 clusters Score -7861087 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7861524.500000 Penalty: 5308.229004
	Iteration 5Q: 3 clusters Score -7861524 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -7861960.000000 Penalty: 5308.229004
	Iteration 6Q: 3 clusters Score -7861960 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7862449.500000 Penalty: 5308.229004
	Iteration 7Q: 3 clusters Score -7862450 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -7863036.500000 Penalty: 5308.229004
	Iteration 8Q: 3 clusters Score -7863036 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -7863767.500000 Penalty: 5308.229004
	Iteration 9Q: 3 clusters Score -7863768 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -7864770.000000 Penalty: 5308.229004
	Iteration 10Q: 3 clusters Score -7864770 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7866001.500000 Penalty: 5308.229004
	Iteration 11Q: 3 clusters Score -7866002 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -7867440.500000 Penalty: 5308.229004
	Iteration 12Q: 3 clusters Score -7867440 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7868868.500000 Penalty: 5308.229004
	Iteration 13Q: 3 clusters Score -7868868 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7869763.000000 Penalty: 5308.229004
	Iteration 14Q: 3 clusters Score -7869763 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -7870177.500000 Penalty: 5308.229004
	Iteration 15Q: 3 clusters Score -7870178 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7870439.500000 Penalty: 5308.229004
	Iteration 16Q: 3 clusters Score -7870440 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7870628.000000 Penalty: 5308.229004
	Iteration 17Q: 3 clusters Score -7870628 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -7870811.500000 Penalty: 5308.229004
	Iteration 18Q: 3 clusters Score -7870812 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7871051.500000 Penalty: 5308.229004
	Iteration 19Q: 3 clusters Score -7871052 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -7871140.500000 Penalty: 5308.229004
	Iteration 20F: 3 clusters Score -7871140 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -7871201.000000 Penalty: 5308.229004
	Iteration 21Q: 3 clusters Score -7871201 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7871236.000000 Penalty: 5308.229004
	Iteration 22Q: 3 clusters Score -7871236 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7871218.000000 Penalty: 5308.229004
	Iteration 23Q: 3 clusters Score -7871218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -7871227.500000 Penalty: 5308.229004
	Iteration 24Q: 3 clusters Score -7871228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -7871246.500000 Penalty: 5308.229004
	Iteration 25Q: 3 clusters Score -7871246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7871276.000000 Penalty: 5308.229004
	Iteration 26Q: 3 clusters Score -7871276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7871315.500000 Penalty: 5308.229004
	Iteration 27Q: 3 clusters Score -7871316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -7871397.000000 Penalty: 5308.229004
	Iteration 28Q: 3 clusters Score -7871397 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -7871434.500000 Penalty: 5308.229004
	Iteration 29Q: 3 clusters Score -7871434 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -7871448.500000 Penalty: 5308.229004
	Iteration 30Q: 3 clusters Score -7871448 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7871426.000000 Penalty: 5308.229004
	Iteration 31Q: 3 clusters Score -7871426 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7871445.500000 Penalty: 5308.229004
	Iteration 32Q: 3 clusters Score -7871446 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -7871430.000000 Penalty: 5308.229004
	Iteration 33Q: 3 clusters Score -7871430 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7871426.000000 Penalty: 5308.229004
	Iteration 34Q: 3 clusters Score -7871426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7871453.000000 Penalty: 5308.229004
	Iteration 35Q: 3 clusters Score -7871453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7871440.500000 Penalty: 5308.229004
	Iteration 36Q: 3 clusters Score -7871440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -7871453.500000 Penalty: 5308.229004
	Iteration 37Q: 3 clusters Score -7871454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -7871483.000000 Penalty: 5308.229004
	Iteration 38Q: 3 clusters Score -7871483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7871477.500000 Penalty: 5308.229004
	Iteration 39Q: 3 clusters Score -7871478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -7871470.500000 Penalty: 5308.229004
	Iteration 40F: 3 clusters Score -7871470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7871461.500000 Penalty: 5308.229004
	Iteration 41Q: 3 clusters Score -7871462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7871470.000000 Penalty: 5308.229004
	Iteration 42Q: 3 clusters Score -7871470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7871470.000000 Penalty: 5308.229004
	Iteration 43Q: 3 clusters Score -7871470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7871454.000000 Penalty: 5308.229004
	Iteration 44Q: 3 clusters Score -7871454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7871464.000000 Penalty: 5308.229004
	Iteration 45Q: 3 clusters Score -7871464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7871442.000000 Penalty: 5308.229004
	Iteration 46Q: 3 clusters Score -7871442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7871434.000000 Penalty: 5308.229004
	Iteration 47Q: 3 clusters Score -7871434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7871431.000000 Penalty: 5308.229004
	Iteration 48Q: 3 clusters Score -7871431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7871435.000000 Penalty: 5308.229004
	Iteration 49Q: 3 clusters Score -7871435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7871431.500000 Penalty: 5308.229004
	Iteration 50Q: 3 clusters Score -7871432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7871408.000000 Penalty: 5308.229004
	Iteration 51Q: 3 clusters Score -7871408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -7871411.500000 Penalty: 5308.229004
	Iteration 52Q: 3 clusters Score -7871412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7871418.500000 Penalty: 5308.229004
	Iteration 53Q: 3 clusters Score -7871418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -7871409.500000 Penalty: 5308.229004
	Iteration 54Q: 3 clusters Score -7871410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7871408.500000 Penalty: 5308.229004
	Iteration 55Q: 3 clusters Score -7871408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7871414.500000 Penalty: 5308.229004
	Iteration 56Q: 3 clusters Score -7871414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7871422.500000 Penalty: 5308.229004
	Iteration 57Q: 3 clusters Score -7871422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7871430.000000 Penalty: 5308.229004
	Iteration 58Q: 3 clusters Score -7871430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7871422.000000 Penalty: 5308.229004
	Iteration 59Q: 3 clusters Score -7871422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7871429.000000 Penalty: 5308.229004
	Iteration 60F: 3 clusters Score -7871429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7871411.500000 Penalty: 5308.229004
	Iteration 61Q: 3 clusters Score -7871412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7871396.500000 Penalty: 5308.229004
	Iteration 62Q: 3 clusters Score -7871396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7871387.500000 Penalty: 5308.229004
	Iteration 63Q: 3 clusters Score -7871388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7871376.000000 Penalty: 5308.229004
	Iteration 64Q: 3 clusters Score -7871376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7871375.000000 Penalty: 5308.229004
	Iteration 65Q: 3 clusters Score -7871375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7871365.500000 Penalty: 5308.229004
	Iteration 66Q: 3 clusters Score -7871366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7871363.500000 Penalty: 5308.229004
	Iteration 67Q: 3 clusters Score -7871364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7871350.500000 Penalty: 5308.229004
	Iteration 68Q: 3 clusters Score -7871350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7871358.500000 Penalty: 5308.229004
	Iteration 69Q: 3 clusters Score -7871358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -7871368.500000 Penalty: 5308.229004
	Iteration 70Q: 3 clusters Score -7871368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -7871367.000000 Penalty: 5308.229004
	Iteration 71Q: 3 clusters Score -7871367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7871349.500000 Penalty: 5308.229004
	Iteration 72Q: 3 clusters Score -7871350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -7871335.500000 Penalty: 5308.229004
	Iteration 73Q: 3 clusters Score -7871336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7871320.000000 Penalty: 5308.229004
	Iteration 74Q: 3 clusters Score -7871320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7871310.500000 Penalty: 5308.229004
	Iteration 75Q: 3 clusters Score -7871310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7871321.500000 Penalty: 5308.229004
	Iteration 76Q: 3 clusters Score -7871322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -7871322.500000 Penalty: 5308.229004
	Iteration 77Q: 3 clusters Score -7871322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -7871323.500000 Penalty: 5308.229004
	Iteration 78Q: 3 clusters Score -7871324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -7871331.000000 Penalty: 5308.229004
	Iteration 79Q: 3 clusters Score -7871331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7871333.000000 Penalty: 5308.229004
	Iteration 80F: 3 clusters Score -7871333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7871345.000000 Penalty: 5308.229004
	Iteration 81Q: 3 clusters Score -7871345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7871347.500000 Penalty: 5308.229004
	Iteration 82Q: 3 clusters Score -7871348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7871357.000000 Penalty: 5308.229004
	Iteration 83Q: 3 clusters Score -7871357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7871368.000000 Penalty: 5308.229004
	Iteration 84Q: 3 clusters Score -7871368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7871363.000000 Penalty: 5308.229004
	Iteration 85Q: 3 clusters Score -7871363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -7871367.000000 Penalty: 5308.229004
	Iteration 86Q: 3 clusters Score -7871367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -7871358.500000 Penalty: 5308.229004
	Iteration 87Q: 3 clusters Score -7871358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7871366.000000 Penalty: 5308.229004
	Iteration 88Q: 3 clusters Score -7871366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -7871362.000000 Penalty: 5308.229004
	Iteration 89Q: 3 clusters Score -7871362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -7871368.000000 Penalty: 5308.229004
	Iteration 90Q: 3 clusters Score -7871368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7871363.000000 Penalty: 5308.229004
	Iteration 91Q: 3 clusters Score -7871363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7871365.500000 Penalty: 5308.229004
	Iteration 92Q: 3 clusters Score -7871366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7871373.000000 Penalty: 5308.229004
	Iteration 93Q: 3 clusters Score -7871373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7871374.000000 Penalty: 5308.229004
	Iteration 94Q: 3 clusters Score -7871374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7871371.000000 Penalty: 5308.229004
	Iteration 95Q: 3 clusters Score -7871371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7871368.000000 Penalty: 5308.229004
	Iteration 96Q: 3 clusters Score -7871368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -7871359.000000 Penalty: 5308.229004
	Iteration 97Q: 3 clusters Score -7871359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7871362.500000 Penalty: 5308.229004
	Iteration 98Q: 3 clusters Score -7871362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7871356.500000 Penalty: 5308.229004
	Iteration 99Q: 3 clusters Score -7871356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -7871368.000000 Penalty: 5308.229004
	Iteration 100F: 3 clusters Score -7871368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7871360.500000 Penalty: 5308.229004
	Iteration 101Q: 3 clusters Score -7871360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7871353.000000 Penalty: 5308.229004
	Iteration 102Q: 3 clusters Score -7871353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7871363.000000 Penalty: 5308.229004
	Iteration 103Q: 3 clusters Score -7871363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7871367.000000 Penalty: 5308.229004
	Iteration 104Q: 3 clusters Score -7871367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7871356.000000 Penalty: 5308.229004
	Iteration 105Q: 3 clusters Score -7871356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -7871355.500000 Penalty: 5308.229004
	Iteration 106Q: 3 clusters Score -7871356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7871357.000000 Penalty: 5308.229004
	Iteration 107Q: 3 clusters Score -7871357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7871342.500000 Penalty: 5308.229004
	Iteration 108Q: 3 clusters Score -7871342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7871341.500000 Penalty: 5308.229004
	Iteration 109Q: 3 clusters Score -7871342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7871346.000000 Penalty: 5308.229004
	Iteration 110Q: 3 clusters Score -7871346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7871355.500000 Penalty: 5308.229004
	Iteration 111Q: 3 clusters Score -7871356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7871328.500000 Penalty: 5308.229004
	Iteration 112Q: 3 clusters Score -7871328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -7871329.500000 Penalty: 5308.229004
	Iteration 113Q: 3 clusters Score -7871330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7871311.500000 Penalty: 5308.229004
	Iteration 114Q: 3 clusters Score -7871312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7871344.500000 Penalty: 5308.229004
	Iteration 115Q: 3 clusters Score -7871344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -7871340.000000 Penalty: 5308.229004
	Iteration 116Q: 3 clusters Score -7871340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7871333.000000 Penalty: 5308.229004
	Iteration 117Q: 3 clusters Score -7871333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7871330.000000 Penalty: 5308.229004
	Iteration 118Q: 3 clusters Score -7871330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7871337.500000 Penalty: 5308.229004
	Iteration 119Q: 3 clusters Score -7871338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -7871335.000000 Penalty: 5308.229004
	Iteration 120F: 3 clusters Score -7871335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -7871340.500000 Penalty: 5308.229004
	Iteration 121Q: 3 clusters Score -7871340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7871343.500000 Penalty: 5308.229004
	Iteration 122Q: 3 clusters Score -7871344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7871335.000000 Penalty: 5308.229004
	Iteration 123Q: 3 clusters Score -7871335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -7871333.500000 Penalty: 5308.229004
	Iteration 124Q: 3 clusters Score -7871334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7871340.500000 Penalty: 5308.229004
	Iteration 125Q: 3 clusters Score -7871340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -7871334.500000 Penalty: 5308.229004
	Iteration 126Q: 3 clusters Score -7871334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -7871335.500000 Penalty: 5308.229004
	Iteration 127Q: 3 clusters Score -7871336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7871337.000000 Penalty: 5308.229004
	Iteration 128Q: 3 clusters Score -7871337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7871342.500000 Penalty: 5308.229004
	Iteration 129Q: 3 clusters Score -7871342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7871334.500000 Penalty: 5308.229004
	Iteration 130Q: 3 clusters Score -7871334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7871334.500000 Penalty: 5308.229004
	Iteration 131F: 3 clusters Score -7871334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -2439135.250000 Penalty: 2335.423340
	Iteration 0F: 2 clusters Score -2439135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2430416.500000 Penalty: 4670.846680
	Iteration 0F: 3 clusters Score -2430416 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2433228.500000 Penalty: 4670.846680
	Iteration 1F: 3 clusters Score -2433228 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2433554.750000 Penalty: 4670.846680
	Iteration 2F: 3 clusters Score -2433555 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2433817.000000 Penalty: 4670.846680
	Iteration 3F: 3 clusters Score -2433817 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2434010.500000 Penalty: 4670.846680
	Iteration 4Q: 3 clusters Score -2434010 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2434226.250000 Penalty: 4670.846680
	Iteration 5Q: 3 clusters Score -2434226 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2434468.750000 Penalty: 4670.846680
	Iteration 6Q: 3 clusters Score -2434469 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2434772.750000 Penalty: 4670.846680
	Iteration 7Q: 3 clusters Score -2434773 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2435169.250000 Penalty: 4670.846680
	Iteration 8F: 3 clusters Score -2435169 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2435635.500000 Penalty: 4670.846680
	Iteration 9Q: 3 clusters Score -2435636 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2436140.000000 Penalty: 4670.846680
	Iteration 10F: 3 clusters Score -2436140 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2436521.500000 Penalty: 4670.846680
	Iteration 11Q: 3 clusters Score -2436522 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2436714.500000 Penalty: 4670.846680
	Iteration 12Q: 3 clusters Score -2436714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2436792.750000 Penalty: 4670.846680
	Iteration 13Q: 3 clusters Score -2436793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2436850.250000 Penalty: 4670.846680
	Iteration 14Q: 3 clusters Score -2436850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2436880.250000 Penalty: 4670.846680
	Iteration 15Q: 3 clusters Score -2436880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2436928.500000 Penalty: 4670.846680
	Iteration 16Q: 3 clusters Score -2436928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2436963.000000 Penalty: 4670.846680
	Iteration 17Q: 3 clusters Score -2436963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2436994.000000 Penalty: 4670.846680
	Iteration 18Q: 3 clusters Score -2436994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2437010.750000 Penalty: 4670.846680
	Iteration 19Q: 3 clusters Score -2437011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2437024.250000 Penalty: 4670.846680
	Iteration 20F: 3 clusters Score -2437024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2437042.500000 Penalty: 4670.846680
	Iteration 21Q: 3 clusters Score -2437042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2437052.000000 Penalty: 4670.846680
	Iteration 22Q: 3 clusters Score -2437052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2437069.250000 Penalty: 4670.846680
	Iteration 23Q: 3 clusters Score -2437069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2437073.250000 Penalty: 4670.846680
	Iteration 24Q: 3 clusters Score -2437073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2437074.750000 Penalty: 4670.846680
	Iteration 25Q: 3 clusters Score -2437075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2437077.250000 Penalty: 4670.846680
	Iteration 26Q: 3 clusters Score -2437077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2437080.750000 Penalty: 4670.846680
	Iteration 27Q: 3 clusters Score -2437081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2437084.500000 Penalty: 4670.846680
	Iteration 28Q: 3 clusters Score -2437084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2437094.250000 Penalty: 4670.846680
	Iteration 29Q: 3 clusters Score -2437094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2437093.250000 Penalty: 4670.846680
	Iteration 30Q: 3 clusters Score -2437093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2437097.000000 Penalty: 4670.846680
	Iteration 31Q: 3 clusters Score -2437097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2437093.750000 Penalty: 4670.846680
	Iteration 32Q: 3 clusters Score -2437094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2437092.000000 Penalty: 4670.846680
	Iteration 33Q: 3 clusters Score -2437092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2437093.500000 Penalty: 4670.846680
	Iteration 34Q: 3 clusters Score -2437094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2437094.500000 Penalty: 4670.846680
	Iteration 35Q: 3 clusters Score -2437094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2437102.250000 Penalty: 4670.846680
	Iteration 36Q: 3 clusters Score -2437102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2437102.750000 Penalty: 4670.846680
	Iteration 37Q: 3 clusters Score -2437103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2437104.500000 Penalty: 4670.846680
	Iteration 38Q: 3 clusters Score -2437104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2437108.000000 Penalty: 4670.846680
	Iteration 39Q: 3 clusters Score -2437108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2437108.750000 Penalty: 4670.846680
	Iteration 40F: 3 clusters Score -2437109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2437105.000000 Penalty: 4670.846680
	Iteration 41Q: 3 clusters Score -2437105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2437103.000000 Penalty: 4670.846680
	Iteration 42Q: 3 clusters Score -2437103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2437102.250000 Penalty: 4670.846680
	Iteration 43Q: 3 clusters Score -2437102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2437105.750000 Penalty: 4670.846680
	Iteration 44Q: 3 clusters Score -2437106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2437107.750000 Penalty: 4670.846680
	Iteration 45Q: 3 clusters Score -2437108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2437108.000000 Penalty: 4670.846680
	Iteration 46Q: 3 clusters Score -2437108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2437110.250000 Penalty: 4670.846680
	Iteration 47Q: 3 clusters Score -2437110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2437110.250000 Penalty: 4670.846680
	Iteration 48F: 3 clusters Score -2437110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Entering Unmasked Estep 
Score: -4562884.000000 Penalty: 2505.227539
	Iteration 0F: 2 clusters Score -4562884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4546638.000000 Penalty: 5010.455078
	Iteration 0F: 3 clusters Score -4546638 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4552486.500000 Penalty: 5010.455078
	Iteration 1F: 3 clusters Score -4552486 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -4552812.000000 Penalty: 5010.455078
	Iteration 2Q: 3 clusters Score -4552812 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4553101.500000 Penalty: 5010.455078
	Iteration 3Q: 3 clusters Score -4553102 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4553365.000000 Penalty: 5010.455078
	Iteration 4Q: 3 clusters Score -4553365 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4553680.500000 Penalty: 5010.455078
	Iteration 5Q: 3 clusters Score -4553680 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4554092.000000 Penalty: 5010.455078
	Iteration 6Q: 3 clusters Score -4554092 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4554669.500000 Penalty: 5010.455078
	Iteration 7Q: 3 clusters Score -4554670 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -4555341.500000 Penalty: 5010.455078
	Iteration 8F: 3 clusters Score -4555342 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4556192.000000 Penalty: 5010.455078
	Iteration 9F: 3 clusters Score -4556192 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4557180.500000 Penalty: 5010.455078
	Iteration 10F: 3 clusters Score -4557180 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4558317.500000 Penalty: 5010.455078
	Iteration 11F: 3 clusters Score -4558318 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4559279.000000 Penalty: 5010.455078
	Iteration 12F: 3 clusters Score -4559279 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4559788.000000 Penalty: 5010.455078
	Iteration 13Q: 3 clusters Score -4559788 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -4560063.500000 Penalty: 5010.455078
	Iteration 14Q: 3 clusters Score -4560064 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4560258.500000 Penalty: 5010.455078
	Iteration 15Q: 3 clusters Score -4560258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4560409.000000 Penalty: 5010.455078
	Iteration 16Q: 3 clusters Score -4560409 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4560526.000000 Penalty: 5010.455078
	Iteration 17Q: 3 clusters Score -4560526 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4560637.000000 Penalty: 5010.455078
	Iteration 18Q: 3 clusters Score -4560637 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4560715.000000 Penalty: 5010.455078
	Iteration 19Q: 3 clusters Score -4560715 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4560795.000000 Penalty: 5010.455078
	Iteration 20F: 3 clusters Score -4560795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4560853.500000 Penalty: 5010.455078
	Iteration 21Q: 3 clusters Score -4560854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4560917.000000 Penalty: 5010.455078
	Iteration 22Q: 3 clusters Score -4560917 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4560984.500000 Penalty: 5010.455078
	Iteration 23Q: 3 clusters Score -4560984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4561045.000000 Penalty: 5010.455078
	Iteration 24Q: 3 clusters Score -4561045 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4561091.500000 Penalty: 5010.455078
	Iteration 25Q: 3 clusters Score -4561092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4561138.500000 Penalty: 5010.455078
	Iteration 26Q: 3 clusters Score -4561138 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -4561140.500000 Penalty: 5010.455078
	Iteration 27Q: 3 clusters Score -4561140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4561151.000000 Penalty: 5010.455078
	Iteration 28Q: 3 clusters Score -4561151 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -4561167.000000 Penalty: 5010.455078
	Iteration 29Q: 3 clusters Score -4561167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4561203.000000 Penalty: 5010.455078
	Iteration 30Q: 3 clusters Score -4561203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4561227.000000 Penalty: 5010.455078
	Iteration 31Q: 3 clusters Score -4561227 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4561243.000000 Penalty: 5010.455078
	Iteration 32Q: 3 clusters Score -4561243 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4561247.000000 Penalty: 5010.455078
	Iteration 33Q: 3 clusters Score -4561247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4561261.000000 Penalty: 5010.455078
	Iteration 34Q: 3 clusters Score -4561261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4561262.500000 Penalty: 5010.455078
	Iteration 35Q: 3 clusters Score -4561262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4561264.000000 Penalty: 5010.455078
	Iteration 36Q: 3 clusters Score -4561264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4561258.000000 Penalty: 5010.455078
	Iteration 37Q: 3 clusters Score -4561258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4561280.000000 Penalty: 5010.455078
	Iteration 38Q: 3 clusters Score -4561280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4561278.500000 Penalty: 5010.455078
	Iteration 39Q: 3 clusters Score -4561278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4561275.000000 Penalty: 5010.455078
	Iteration 40F: 3 clusters Score -4561275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4561268.000000 Penalty: 5010.455078
	Iteration 41Q: 3 clusters Score -4561268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4561277.500000 Penalty: 5010.455078
	Iteration 42Q: 3 clusters Score -4561278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4561278.500000 Penalty: 5010.455078
	Iteration 43Q: 3 clusters Score -4561278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -4561285.000000 Penalty: 5010.455078
	Iteration 44Q: 3 clusters Score -4561285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4561282.500000 Penalty: 5010.455078
	Iteration 45Q: 3 clusters Score -4561282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4561288.500000 Penalty: 5010.455078
	Iteration 46Q: 3 clusters Score -4561288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4561288.000000 Penalty: 5010.455078
	Iteration 47Q: 3 clusters Score -4561288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4561302.500000 Penalty: 5010.455078
	Iteration 48Q: 3 clusters Score -4561302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4561298.000000 Penalty: 5010.455078
	Iteration 49Q: 3 clusters Score -4561298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4561296.500000 Penalty: 5010.455078
	Iteration 50Q: 3 clusters Score -4561296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4561309.000000 Penalty: 5010.455078
	Iteration 51Q: 3 clusters Score -4561309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4561311.500000 Penalty: 5010.455078
	Iteration 52Q: 3 clusters Score -4561312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4561310.500000 Penalty: 5010.455078
	Iteration 53Q: 3 clusters Score -4561310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4561317.000000 Penalty: 5010.455078
	Iteration 54Q: 3 clusters Score -4561317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4561310.500000 Penalty: 5010.455078
	Iteration 55Q: 3 clusters Score -4561310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4561312.500000 Penalty: 5010.455078
	Iteration 56Q: 3 clusters Score -4561312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4561309.500000 Penalty: 5010.455078
	Iteration 57Q: 3 clusters Score -4561310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4561311.500000 Penalty: 5010.455078
	Iteration 58Q: 3 clusters Score -4561312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4561317.500000 Penalty: 5010.455078
	Iteration 59Q: 3 clusters Score -4561318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4561318.500000 Penalty: 5010.455078
	Iteration 60F: 3 clusters Score -4561318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4561316.500000 Penalty: 5010.455078
	Iteration 61Q: 3 clusters Score -4561316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4561314.500000 Penalty: 5010.455078
	Iteration 62Q: 3 clusters Score -4561314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4561319.000000 Penalty: 5010.455078
	Iteration 63Q: 3 clusters Score -4561319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4561319.000000 Penalty: 5010.455078
	Iteration 64F: 3 clusters Score -4561319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -80619.984375 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -80619.98 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 254 members 
Entering Unmasked Estep 
Score: -79152.851562 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -79152.85 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79433.468750 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -79433.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79550.890625 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -79550.89 nChanged 25
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: -79611.289062 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -79611.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79640.726562 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -79640.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79653.265625 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -79653.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79662.835938 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -79662.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79670.273438 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -79670.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79671.046875 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -79671.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79671.046875 Penalty: 3089.341309
	Iteration 9F: 3 clusters Score -79671.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -371243.437500 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -371243.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -368548.250000 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -368548.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -369076.875000 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -369076.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -369330.000000 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -369330 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -369631.906250 Penalty: 3807.070801
	Iteration 3F: 3 clusters Score -369631.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -369960.187500 Penalty: 3807.070801
	Iteration 4F: 3 clusters Score -369960.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -370161.218750 Penalty: 3807.070801
	Iteration 5F: 3 clusters Score -370161.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -370258.062500 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -370258.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -370308.281250 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -370308.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -370332.687500 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -370332.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -370359.250000 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -370359.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -370384.125000 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -370384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -370392.312500 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -370392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -370398.875000 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -370398.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -370407.312500 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -370407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -370410.375000 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -370410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -370413.125000 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -370413.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -370417.843750 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -370417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -370418.843750 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -370418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -370418.843750 Penalty: 3807.070801
	Iteration 18F: 3 clusters Score -370418.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Entering Unmasked Estep 
Score: -2819199.000000 Penalty: 2373.888672
	Iteration 0F: 2 clusters Score -2819199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2808970.250000 Penalty: 4747.777344
	Iteration 0F: 3 clusters Score -2808970 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2812221.250000 Penalty: 4747.777344
	Iteration 1F: 3 clusters Score -2812221 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2812538.000000 Penalty: 4747.777344
	Iteration 2F: 3 clusters Score -2812538 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2812778.000000 Penalty: 4747.777344
	Iteration 3Q: 3 clusters Score -2812778 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2812935.000000 Penalty: 4747.777344
	Iteration 4Q: 3 clusters Score -2812935 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2813092.250000 Penalty: 4747.777344
	Iteration 5Q: 3 clusters Score -2813092 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2813198.250000 Penalty: 4747.777344
	Iteration 6Q: 3 clusters Score -2813198 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2813299.500000 Penalty: 4747.777344
	Iteration 7Q: 3 clusters Score -2813300 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2813356.250000 Penalty: 4747.777344
	Iteration 8Q: 3 clusters Score -2813356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2813434.250000 Penalty: 4747.777344
	Iteration 9Q: 3 clusters Score -2813434 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2813518.750000 Penalty: 4747.777344
	Iteration 10Q: 3 clusters Score -2813519 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2813621.000000 Penalty: 4747.777344
	Iteration 11Q: 3 clusters Score -2813621 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2813775.250000 Penalty: 4747.777344
	Iteration 12Q: 3 clusters Score -2813775 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2813968.250000 Penalty: 4747.777344
	Iteration 13Q: 3 clusters Score -2813968 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2814184.750000 Penalty: 4747.777344
	Iteration 14Q: 3 clusters Score -2814185 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2814507.500000 Penalty: 4747.777344
	Iteration 15Q: 3 clusters Score -2814508 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2814862.750000 Penalty: 4747.777344
	Iteration 16Q: 3 clusters Score -2814863 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2815286.250000 Penalty: 4747.777344
	Iteration 17Q: 3 clusters Score -2815286 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2815719.750000 Penalty: 4747.777344
	Iteration 18Q: 3 clusters Score -2815720 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2816126.250000 Penalty: 4747.777344
	Iteration 19Q: 3 clusters Score -2816126 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2816435.750000 Penalty: 4747.777344
	Iteration 20F: 3 clusters Score -2816436 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2816639.750000 Penalty: 4747.777344
	Iteration 21Q: 3 clusters Score -2816640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2816805.750000 Penalty: 4747.777344
	Iteration 22Q: 3 clusters Score -2816806 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2816906.250000 Penalty: 4747.777344
	Iteration 23Q: 3 clusters Score -2816906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2816965.750000 Penalty: 4747.777344
	Iteration 24Q: 3 clusters Score -2816966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2816996.000000 Penalty: 4747.777344
	Iteration 25Q: 3 clusters Score -2816996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2817013.500000 Penalty: 4747.777344
	Iteration 26Q: 3 clusters Score -2817014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2817029.500000 Penalty: 4747.777344
	Iteration 27Q: 3 clusters Score -2817030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2817049.250000 Penalty: 4747.777344
	Iteration 28Q: 3 clusters Score -2817049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2817061.000000 Penalty: 4747.777344
	Iteration 29Q: 3 clusters Score -2817061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2817063.000000 Penalty: 4747.777344
	Iteration 30Q: 3 clusters Score -2817063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2817069.250000 Penalty: 4747.777344
	Iteration 31Q: 3 clusters Score -2817069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2817068.750000 Penalty: 4747.777344
	Iteration 32Q: 3 clusters Score -2817069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2817071.500000 Penalty: 4747.777344
	Iteration 33Q: 3 clusters Score -2817072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2817076.750000 Penalty: 4747.777344
	Iteration 34Q: 3 clusters Score -2817077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2817081.750000 Penalty: 4747.777344
	Iteration 35Q: 3 clusters Score -2817082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2817088.500000 Penalty: 4747.777344
	Iteration 36Q: 3 clusters Score -2817088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2817091.000000 Penalty: 4747.777344
	Iteration 37Q: 3 clusters Score -2817091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2817091.000000 Penalty: 4747.777344
	Iteration 38F: 3 clusters Score -2817091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Entering Unmasked Estep 
Score: -6665027.500000 Penalty: 2598.834961
	Iteration 0F: 2 clusters Score -6665028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -6643746.500000 Penalty: 5197.669922
	Iteration 0F: 3 clusters Score -6643746 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -6652323.000000 Penalty: 5197.669922
	Iteration 1F: 3 clusters Score -6652323 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -6652815.000000 Penalty: 5197.669922
	Iteration 2Q: 3 clusters Score -6652815 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -6653249.500000 Penalty: 5197.669922
	Iteration 3Q: 3 clusters Score -6653250 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -6653604.000000 Penalty: 5197.669922
	Iteration 4Q: 3 clusters Score -6653604 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -6653940.500000 Penalty: 5197.669922
	Iteration 5Q: 3 clusters Score -6653940 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -6654416.500000 Penalty: 5197.669922
	Iteration 6Q: 3 clusters Score -6654416 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -6655009.500000 Penalty: 5197.669922
	Iteration 7Q: 3 clusters Score -6655010 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -6655908.000000 Penalty: 5197.669922
	Iteration 8Q: 3 clusters Score -6655908 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6657092.500000 Penalty: 5197.669922
	Iteration 9F: 3 clusters Score -6657092 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -6658314.000000 Penalty: 5197.669922
	Iteration 10F: 3 clusters Score -6658314 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -6659228.500000 Penalty: 5197.669922
	Iteration 11Q: 3 clusters Score -6659228 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -6659691.000000 Penalty: 5197.669922
	Iteration 12Q: 3 clusters Score -6659691 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6659806.000000 Penalty: 5197.669922
	Iteration 13Q: 3 clusters Score -6659806 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -6659897.500000 Penalty: 5197.669922
	Iteration 14Q: 3 clusters Score -6659898 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -6659935.000000 Penalty: 5197.669922
	Iteration 15Q: 3 clusters Score -6659935 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6659949.000000 Penalty: 5197.669922
	Iteration 16Q: 3 clusters Score -6659949 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -6659977.500000 Penalty: 5197.669922
	Iteration 17Q: 3 clusters Score -6659978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -6660000.000000 Penalty: 5197.669922
	Iteration 18Q: 3 clusters Score -6660000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6660032.000000 Penalty: 5197.669922
	Iteration 19Q: 3 clusters Score -6660032 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -6660045.500000 Penalty: 5197.669922
	Iteration 20F: 3 clusters Score -6660046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -6660070.500000 Penalty: 5197.669922
	Iteration 21Q: 3 clusters Score -6660070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -6660095.000000 Penalty: 5197.669922
	Iteration 22Q: 3 clusters Score -6660095 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6660108.500000 Penalty: 5197.669922
	Iteration 23Q: 3 clusters Score -6660108 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6660105.500000 Penalty: 5197.669922
	Iteration 24Q: 3 clusters Score -6660106 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -6660145.000000 Penalty: 5197.669922
	Iteration 25Q: 3 clusters Score -6660145 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -6660198.000000 Penalty: 5197.669922
	Iteration 26Q: 3 clusters Score -6660198 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -6660234.500000 Penalty: 5197.669922
	Iteration 27Q: 3 clusters Score -6660234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6660273.000000 Penalty: 5197.669922
	Iteration 28Q: 3 clusters Score -6660273 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -6660321.500000 Penalty: 5197.669922
	Iteration 29Q: 3 clusters Score -6660322 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -6660334.000000 Penalty: 5197.669922
	Iteration 30Q: 3 clusters Score -6660334 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6660362.000000 Penalty: 5197.669922
	Iteration 31Q: 3 clusters Score -6660362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6660378.500000 Penalty: 5197.669922
	Iteration 32Q: 3 clusters Score -6660378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -6660408.000000 Penalty: 5197.669922
	Iteration 33Q: 3 clusters Score -6660408 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6660427.500000 Penalty: 5197.669922
	Iteration 34Q: 3 clusters Score -6660428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6660450.000000 Penalty: 5197.669922
	Iteration 35Q: 3 clusters Score -6660450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -6660486.500000 Penalty: 5197.669922
	Iteration 36Q: 3 clusters Score -6660486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -6660501.500000 Penalty: 5197.669922
	Iteration 37Q: 3 clusters Score -6660502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -6660529.500000 Penalty: 5197.669922
	Iteration 38Q: 3 clusters Score -6660530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -6660564.500000 Penalty: 5197.669922
	Iteration 39Q: 3 clusters Score -6660564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -6660574.500000 Penalty: 5197.669922
	Iteration 40F: 3 clusters Score -6660574 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6660613.500000 Penalty: 5197.669922
	Iteration 41Q: 3 clusters Score -6660614 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -6660645.500000 Penalty: 5197.669922
	Iteration 42Q: 3 clusters Score -6660646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6660680.000000 Penalty: 5197.669922
	Iteration 43Q: 3 clusters Score -6660680 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -6660736.000000 Penalty: 5197.669922
	Iteration 44Q: 3 clusters Score -6660736 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6660766.500000 Penalty: 5197.669922
	Iteration 45Q: 3 clusters Score -6660766 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6660791.500000 Penalty: 5197.669922
	Iteration 46Q: 3 clusters Score -6660792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6660811.000000 Penalty: 5197.669922
	Iteration 47Q: 3 clusters Score -6660811 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6660846.000000 Penalty: 5197.669922
	Iteration 48Q: 3 clusters Score -6660846 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -6660878.000000 Penalty: 5197.669922
	Iteration 49Q: 3 clusters Score -6660878 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -6660949.500000 Penalty: 5197.669922
	Iteration 50Q: 3 clusters Score -6660950 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -6660984.000000 Penalty: 5197.669922
	Iteration 51Q: 3 clusters Score -6660984 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -6661043.500000 Penalty: 5197.669922
	Iteration 52Q: 3 clusters Score -6661044 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6661106.000000 Penalty: 5197.669922
	Iteration 53Q: 3 clusters Score -6661106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6661152.000000 Penalty: 5197.669922
	Iteration 54Q: 3 clusters Score -6661152 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6661216.000000 Penalty: 5197.669922
	Iteration 55Q: 3 clusters Score -6661216 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6661264.500000 Penalty: 5197.669922
	Iteration 56Q: 3 clusters Score -6661264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -6661319.500000 Penalty: 5197.669922
	Iteration 57Q: 3 clusters Score -6661320 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -6661350.500000 Penalty: 5197.669922
	Iteration 58Q: 3 clusters Score -6661350 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6661369.000000 Penalty: 5197.669922
	Iteration 59Q: 3 clusters Score -6661369 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -6661451.000000 Penalty: 5197.669922
	Iteration 60F: 3 clusters Score -6661451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6661495.000000 Penalty: 5197.669922
	Iteration 61Q: 3 clusters Score -6661495 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -6661534.500000 Penalty: 5197.669922
	Iteration 62Q: 3 clusters Score -6661534 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -6661557.000000 Penalty: 5197.669922
	Iteration 63Q: 3 clusters Score -6661557 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6661607.500000 Penalty: 5197.669922
	Iteration 64Q: 3 clusters Score -6661608 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -6661642.000000 Penalty: 5197.669922
	Iteration 65Q: 3 clusters Score -6661642 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -6661664.000000 Penalty: 5197.669922
	Iteration 66Q: 3 clusters Score -6661664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -6661743.000000 Penalty: 5197.669922
	Iteration 67Q: 3 clusters Score -6661743 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -6661768.500000 Penalty: 5197.669922
	Iteration 68Q: 3 clusters Score -6661768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6661798.000000 Penalty: 5197.669922
	Iteration 69Q: 3 clusters Score -6661798 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -6661809.000000 Penalty: 5197.669922
	Iteration 70Q: 3 clusters Score -6661809 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -6661843.500000 Penalty: 5197.669922
	Iteration 71Q: 3 clusters Score -6661844 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -6661850.000000 Penalty: 5197.669922
	Iteration 72Q: 3 clusters Score -6661850 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -6661826.000000 Penalty: 5197.669922
	Iteration 73Q: 3 clusters Score -6661826 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -6661827.000000 Penalty: 5197.669922
	Iteration 74Q: 3 clusters Score -6661827 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6661846.500000 Penalty: 5197.669922
	Iteration 75Q: 3 clusters Score -6661846 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -6661790.000000 Penalty: 5197.669922
	Iteration 76Q: 3 clusters Score -6661790 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -6661777.500000 Penalty: 5197.669922
	Iteration 77Q: 3 clusters Score -6661778 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -6661750.500000 Penalty: 5197.669922
	Iteration 78Q: 3 clusters Score -6661750 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -6661769.000000 Penalty: 5197.669922
	Iteration 79Q: 3 clusters Score -6661769 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6661898.000000 Penalty: 5197.669922
	Iteration 80F: 3 clusters Score -6661898 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -6661887.500000 Penalty: 5197.669922
	Iteration 81Q: 3 clusters Score -6661888 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -6661855.000000 Penalty: 5197.669922
	Iteration 82Q: 3 clusters Score -6661855 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6661842.500000 Penalty: 5197.669922
	Iteration 83Q: 3 clusters Score -6661842 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6661833.000000 Penalty: 5197.669922
	Iteration 84Q: 3 clusters Score -6661833 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6661818.000000 Penalty: 5197.669922
	Iteration 85Q: 3 clusters Score -6661818 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6661907.500000 Penalty: 5197.669922
	Iteration 86Q: 3 clusters Score -6661908 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6661958.500000 Penalty: 5197.669922
	Iteration 87Q: 3 clusters Score -6661958 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6662061.500000 Penalty: 5197.669922
	Iteration 88Q: 3 clusters Score -6662062 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6662150.000000 Penalty: 5197.669922
	Iteration 89Q: 3 clusters Score -6662150 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6662217.000000 Penalty: 5197.669922
	Iteration 90Q: 3 clusters Score -6662217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6662252.500000 Penalty: 5197.669922
	Iteration 91Q: 3 clusters Score -6662252 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6662333.500000 Penalty: 5197.669922
	Iteration 92Q: 3 clusters Score -6662334 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6662433.000000 Penalty: 5197.669922
	Iteration 93Q: 3 clusters Score -6662433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6662526.500000 Penalty: 5197.669922
	Iteration 94Q: 3 clusters Score -6662526 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6662573.500000 Penalty: 5197.669922
	Iteration 95Q: 3 clusters Score -6662574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6662644.000000 Penalty: 5197.669922
	Iteration 96Q: 3 clusters Score -6662644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6662689.500000 Penalty: 5197.669922
	Iteration 97Q: 3 clusters Score -6662690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6662739.500000 Penalty: 5197.669922
	Iteration 98Q: 3 clusters Score -6662740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6662786.000000 Penalty: 5197.669922
	Iteration 99Q: 3 clusters Score -6662786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6662818.500000 Penalty: 5197.669922
	Iteration 100F: 3 clusters Score -6662818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6662876.500000 Penalty: 5197.669922
	Iteration 101Q: 3 clusters Score -6662876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6662902.500000 Penalty: 5197.669922
	Iteration 102Q: 3 clusters Score -6662902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6662929.000000 Penalty: 5197.669922
	Iteration 103Q: 3 clusters Score -6662929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6662948.000000 Penalty: 5197.669922
	Iteration 104Q: 3 clusters Score -6662948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6662979.000000 Penalty: 5197.669922
	Iteration 105Q: 3 clusters Score -6662979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6662995.500000 Penalty: 5197.669922
	Iteration 106Q: 3 clusters Score -6662996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6663012.500000 Penalty: 5197.669922
	Iteration 107Q: 3 clusters Score -6663012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6663034.500000 Penalty: 5197.669922
	Iteration 108Q: 3 clusters Score -6663034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6663040.500000 Penalty: 5197.669922
	Iteration 109Q: 3 clusters Score -6663040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6663032.500000 Penalty: 5197.669922
	Iteration 110Q: 3 clusters Score -6663032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6663038.500000 Penalty: 5197.669922
	Iteration 111Q: 3 clusters Score -6663038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6663057.000000 Penalty: 5197.669922
	Iteration 112Q: 3 clusters Score -6663057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6663054.500000 Penalty: 5197.669922
	Iteration 113Q: 3 clusters Score -6663054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6663059.500000 Penalty: 5197.669922
	Iteration 114Q: 3 clusters Score -6663060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6663065.000000 Penalty: 5197.669922
	Iteration 115Q: 3 clusters Score -6663065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6663083.000000 Penalty: 5197.669922
	Iteration 116Q: 3 clusters Score -6663083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6663083.000000 Penalty: 5197.669922
	Iteration 117Q: 3 clusters Score -6663083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6663072.000000 Penalty: 5197.669922
	Iteration 118Q: 3 clusters Score -6663072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6663085.500000 Penalty: 5197.669922
	Iteration 119Q: 3 clusters Score -6663086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6663080.500000 Penalty: 5197.669922
	Iteration 120F: 3 clusters Score -6663080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6663072.500000 Penalty: 5197.669922
	Iteration 121Q: 3 clusters Score -6663072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6663085.000000 Penalty: 5197.669922
	Iteration 122Q: 3 clusters Score -6663085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6663094.500000 Penalty: 5197.669922
	Iteration 123Q: 3 clusters Score -6663094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6663110.000000 Penalty: 5197.669922
	Iteration 124Q: 3 clusters Score -6663110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6663107.000000 Penalty: 5197.669922
	Iteration 125Q: 3 clusters Score -6663107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6663112.500000 Penalty: 5197.669922
	Iteration 126Q: 3 clusters Score -6663112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6663113.500000 Penalty: 5197.669922
	Iteration 127Q: 3 clusters Score -6663114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6663119.500000 Penalty: 5197.669922
	Iteration 128Q: 3 clusters Score -6663120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6663108.000000 Penalty: 5197.669922
	Iteration 129Q: 3 clusters Score -6663108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6663128.500000 Penalty: 5197.669922
	Iteration 130Q: 3 clusters Score -6663128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6663120.500000 Penalty: 5197.669922
	Iteration 131Q: 3 clusters Score -6663120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6663126.000000 Penalty: 5197.669922
	Iteration 132Q: 3 clusters Score -6663126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6663131.000000 Penalty: 5197.669922
	Iteration 133Q: 3 clusters Score -6663131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6663131.000000 Penalty: 5197.669922
	Iteration 134F: 3 clusters Score -6663131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -145203.859375 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -145203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -143427.906250 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -143427.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143841.718750 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -143841.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144060.109375 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -144060.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144278.984375 Penalty: 3345.637207
	Iteration 3F: 3 clusters Score -144279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -144483.421875 Penalty: 3345.637207
	Iteration 4F: 3 clusters Score -144483.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144848.453125 Penalty: 3345.637207
	Iteration 5F: 3 clusters Score -144848.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -145231.484375 Penalty: 3345.637207
	Iteration 6F: 3 clusters Score -145231.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -145463.218750 Penalty: 3345.637207
	Iteration 7F: 3 clusters Score -145463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -145566.156250 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -145566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -145607.187500 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -145607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -145630.656250 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -145630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -145639.546875 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -145639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -145641.828125 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -145641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -145647.203125 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -145647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -145647.203125 Penalty: 3345.637207
	Iteration 14F: 3 clusters Score -145647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 35567 members 
Mstep: Class 14 contains 446 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 27921 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 21094 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17061 members 
Mstep: Class 34 contains 18019 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 19046 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 22059 members 
Mstep: Class 39 contains 404 members 
Entering Unmasked Estep 
Score: -87200288.000000 Penalty: 126332.429688
Splitting cluster 14 changes total score from -87201344.000000 to -87200288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (22030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Entering Unmasked Estep 
Score: -4119976.000000 Penalty: 2480.039795
	Iteration 0F: 2 clusters Score -4119976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4105341.000000 Penalty: 4960.079590
	Iteration 0F: 3 clusters Score -4105341 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4110573.500000 Penalty: 4960.079590
	Iteration 1F: 3 clusters Score -4110574 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4110961.000000 Penalty: 4960.079590
	Iteration 2F: 3 clusters Score -4110961 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4111297.000000 Penalty: 4960.079590
	Iteration 3Q: 3 clusters Score -4111297 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4111569.750000 Penalty: 4960.079590
	Iteration 4Q: 3 clusters Score -4111570 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4111856.250000 Penalty: 4960.079590
	Iteration 5Q: 3 clusters Score -4111856 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4112195.750000 Penalty: 4960.079590
	Iteration 6Q: 3 clusters Score -4112196 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4112565.500000 Penalty: 4960.079590
	Iteration 7Q: 3 clusters Score -4112566 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4112999.500000 Penalty: 4960.079590
	Iteration 8Q: 3 clusters Score -4113000 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4113479.750000 Penalty: 4960.079590
	Iteration 9Q: 3 clusters Score -4113480 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4113949.250000 Penalty: 4960.079590
	Iteration 10Q: 3 clusters Score -4113949 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4114490.750000 Penalty: 4960.079590
	Iteration 11Q: 3 clusters Score -4114491 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4114972.500000 Penalty: 4960.079590
	Iteration 12Q: 3 clusters Score -4114972 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4115423.500000 Penalty: 4960.079590
	Iteration 13Q: 3 clusters Score -4115424 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4115853.250000 Penalty: 4960.079590
	Iteration 14Q: 3 clusters Score -4115853 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4116194.500000 Penalty: 4960.079590
	Iteration 15Q: 3 clusters Score -4116194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4116434.250000 Penalty: 4960.079590
	Iteration 16Q: 3 clusters Score -4116434 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4116600.250000 Penalty: 4960.079590
	Iteration 17Q: 3 clusters Score -4116600 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4116713.500000 Penalty: 4960.079590
	Iteration 18Q: 3 clusters Score -4116714 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4116801.500000 Penalty: 4960.079590
	Iteration 19Q: 3 clusters Score -4116802 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4116864.000000 Penalty: 4960.079590
	Iteration 20F: 3 clusters Score -4116864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4116929.000000 Penalty: 4960.079590
	Iteration 21Q: 3 clusters Score -4116929 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4116978.000000 Penalty: 4960.079590
	Iteration 22Q: 3 clusters Score -4116978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4117014.250000 Penalty: 4960.079590
	Iteration 23Q: 3 clusters Score -4117014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4117057.500000 Penalty: 4960.079590
	Iteration 24Q: 3 clusters Score -4117058 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4117101.750000 Penalty: 4960.079590
	Iteration 25Q: 3 clusters Score -4117102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4117129.500000 Penalty: 4960.079590
	Iteration 26Q: 3 clusters Score -4117130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4117168.250000 Penalty: 4960.079590
	Iteration 27Q: 3 clusters Score -4117168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4117204.250000 Penalty: 4960.079590
	Iteration 28Q: 3 clusters Score -4117204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4117242.000000 Penalty: 4960.079590
	Iteration 29Q: 3 clusters Score -4117242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4117287.500000 Penalty: 4960.079590
	Iteration 30Q: 3 clusters Score -4117288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4117329.250000 Penalty: 4960.079590
	Iteration 31Q: 3 clusters Score -4117329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4117355.750000 Penalty: 4960.079590
	Iteration 32Q: 3 clusters Score -4117356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4117390.250000 Penalty: 4960.079590
	Iteration 33Q: 3 clusters Score -4117390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4117411.000000 Penalty: 4960.079590
	Iteration 34Q: 3 clusters Score -4117411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4117441.000000 Penalty: 4960.079590
	Iteration 35Q: 3 clusters Score -4117441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4117457.500000 Penalty: 4960.079590
	Iteration 36Q: 3 clusters Score -4117458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4117477.750000 Penalty: 4960.079590
	Iteration 37Q: 3 clusters Score -4117478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4117507.500000 Penalty: 4960.079590
	Iteration 38Q: 3 clusters Score -4117508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4117526.500000 Penalty: 4960.079590
	Iteration 39Q: 3 clusters Score -4117526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4117539.250000 Penalty: 4960.079590
	Iteration 40F: 3 clusters Score -4117539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4117559.000000 Penalty: 4960.079590
	Iteration 41Q: 3 clusters Score -4117559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4117566.750000 Penalty: 4960.079590
	Iteration 42Q: 3 clusters Score -4117567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4117584.250000 Penalty: 4960.079590
	Iteration 43Q: 3 clusters Score -4117584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4117596.000000 Penalty: 4960.079590
	Iteration 44Q: 3 clusters Score -4117596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4117621.500000 Penalty: 4960.079590
	Iteration 45Q: 3 clusters Score -4117622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4117628.250000 Penalty: 4960.079590
	Iteration 46Q: 3 clusters Score -4117628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4117638.500000 Penalty: 4960.079590
	Iteration 47Q: 3 clusters Score -4117638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4117651.000000 Penalty: 4960.079590
	Iteration 48Q: 3 clusters Score -4117651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4117658.250000 Penalty: 4960.079590
	Iteration 49Q: 3 clusters Score -4117658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4117686.250000 Penalty: 4960.079590
	Iteration 50Q: 3 clusters Score -4117686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4117696.000000 Penalty: 4960.079590
	Iteration 51Q: 3 clusters Score -4117696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4117704.000000 Penalty: 4960.079590
	Iteration 52Q: 3 clusters Score -4117704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4117708.500000 Penalty: 4960.079590
	Iteration 53Q: 3 clusters Score -4117708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4117729.750000 Penalty: 4960.079590
	Iteration 54Q: 3 clusters Score -4117730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4117729.000000 Penalty: 4960.079590
	Iteration 55Q: 3 clusters Score -4117729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -4117736.000000 Penalty: 4960.079590
	Iteration 56Q: 3 clusters Score -4117736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4117733.750000 Penalty: 4960.079590
	Iteration 57Q: 3 clusters Score -4117734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4117743.250000 Penalty: 4960.079590
	Iteration 58Q: 3 clusters Score -4117743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4117747.000000 Penalty: 4960.079590
	Iteration 59Q: 3 clusters Score -4117747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4117754.500000 Penalty: 4960.079590
	Iteration 60F: 3 clusters Score -4117754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4117766.250000 Penalty: 4960.079590
	Iteration 61Q: 3 clusters Score -4117766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4117767.250000 Penalty: 4960.079590
	Iteration 62Q: 3 clusters Score -4117767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4117768.250000 Penalty: 4960.079590
	Iteration 63Q: 3 clusters Score -4117768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4117772.500000 Penalty: 4960.079590
	Iteration 64Q: 3 clusters Score -4117772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -4117776.750000 Penalty: 4960.079590
	Iteration 65Q: 3 clusters Score -4117777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4117776.000000 Penalty: 4960.079590
	Iteration 66Q: 3 clusters Score -4117776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4117775.750000 Penalty: 4960.079590
	Iteration 67Q: 3 clusters Score -4117776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4117781.500000 Penalty: 4960.079590
	Iteration 68Q: 3 clusters Score -4117782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4117787.750000 Penalty: 4960.079590
	Iteration 69Q: 3 clusters Score -4117788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4117785.250000 Penalty: 4960.079590
	Iteration 70Q: 3 clusters Score -4117785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4117787.250000 Penalty: 4960.079590
	Iteration 71Q: 3 clusters Score -4117787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4117789.750000 Penalty: 4960.079590
	Iteration 72Q: 3 clusters Score -4117790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4117799.000000 Penalty: 4960.079590
	Iteration 73Q: 3 clusters Score -4117799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4117808.250000 Penalty: 4960.079590
	Iteration 74Q: 3 clusters Score -4117808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4117810.000000 Penalty: 4960.079590
	Iteration 75Q: 3 clusters Score -4117810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4117821.250000 Penalty: 4960.079590
	Iteration 76Q: 3 clusters Score -4117821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4117824.750000 Penalty: 4960.079590
	Iteration 77Q: 3 clusters Score -4117825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4117830.000000 Penalty: 4960.079590
	Iteration 78Q: 3 clusters Score -4117830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -4117830.250000 Penalty: 4960.079590
	Iteration 79Q: 3 clusters Score -4117830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -4117838.000000 Penalty: 4960.079590
	Iteration 80F: 3 clusters Score -4117838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4117836.750000 Penalty: 4960.079590
	Iteration 81Q: 3 clusters Score -4117837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4117839.250000 Penalty: 4960.079590
	Iteration 82Q: 3 clusters Score -4117839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4117846.750000 Penalty: 4960.079590
	Iteration 83Q: 3 clusters Score -4117847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4117846.500000 Penalty: 4960.079590
	Iteration 84Q: 3 clusters Score -4117846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4117852.250000 Penalty: 4960.079590
	Iteration 85Q: 3 clusters Score -4117852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4117854.500000 Penalty: 4960.079590
	Iteration 86Q: 3 clusters Score -4117854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4117859.000000 Penalty: 4960.079590
	Iteration 87Q: 3 clusters Score -4117859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4117866.500000 Penalty: 4960.079590
	Iteration 88Q: 3 clusters Score -4117866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4117871.000000 Penalty: 4960.079590
	Iteration 89Q: 3 clusters Score -4117871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -4117875.500000 Penalty: 4960.079590
	Iteration 90Q: 3 clusters Score -4117876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4117877.000000 Penalty: 4960.079590
	Iteration 91Q: 3 clusters Score -4117877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4117881.500000 Penalty: 4960.079590
	Iteration 92Q: 3 clusters Score -4117882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4117886.750000 Penalty: 4960.079590
	Iteration 93Q: 3 clusters Score -4117887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4117879.750000 Penalty: 4960.079590
	Iteration 94Q: 3 clusters Score -4117880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4117884.500000 Penalty: 4960.079590
	Iteration 95Q: 3 clusters Score -4117884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4117894.250000 Penalty: 4960.079590
	Iteration 96Q: 3 clusters Score -4117894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4117887.750000 Penalty: 4960.079590
	Iteration 97Q: 3 clusters Score -4117888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4117884.250000 Penalty: 4960.079590
	Iteration 98Q: 3 clusters Score -4117884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4117886.750000 Penalty: 4960.079590
	Iteration 99Q: 3 clusters Score -4117887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4117895.250000 Penalty: 4960.079590
	Iteration 100F: 3 clusters Score -4117895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4117897.750000 Penalty: 4960.079590
	Iteration 101Q: 3 clusters Score -4117898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4117895.500000 Penalty: 4960.079590
	Iteration 102Q: 3 clusters Score -4117896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4117898.750000 Penalty: 4960.079590
	Iteration 103Q: 3 clusters Score -4117899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4117897.000000 Penalty: 4960.079590
	Iteration 104Q: 3 clusters Score -4117897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4117900.250000 Penalty: 4960.079590
	Iteration 105Q: 3 clusters Score -4117900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4117910.750000 Penalty: 4960.079590
	Iteration 106Q: 3 clusters Score -4117911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4117904.750000 Penalty: 4960.079590
	Iteration 107Q: 3 clusters Score -4117905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4117901.750000 Penalty: 4960.079590
	Iteration 108Q: 3 clusters Score -4117902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4117907.500000 Penalty: 4960.079590
	Iteration 109Q: 3 clusters Score -4117908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4117909.500000 Penalty: 4960.079590
	Iteration 110Q: 3 clusters Score -4117910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4117910.500000 Penalty: 4960.079590
	Iteration 111Q: 3 clusters Score -4117910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4117910.000000 Penalty: 4960.079590
	Iteration 112Q: 3 clusters Score -4117910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4117910.500000 Penalty: 4960.079590
	Iteration 113Q: 3 clusters Score -4117910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4117914.250000 Penalty: 4960.079590
	Iteration 114Q: 3 clusters Score -4117914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4117913.250000 Penalty: 4960.079590
	Iteration 115Q: 3 clusters Score -4117913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4117920.250000 Penalty: 4960.079590
	Iteration 116Q: 3 clusters Score -4117920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4117920.500000 Penalty: 4960.079590
	Iteration 117Q: 3 clusters Score -4117920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4117921.000000 Penalty: 4960.079590
	Iteration 118Q: 3 clusters Score -4117921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4117927.750000 Penalty: 4960.079590
	Iteration 119Q: 3 clusters Score -4117928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4117928.250000 Penalty: 4960.079590
	Iteration 120F: 3 clusters Score -4117928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4117929.500000 Penalty: 4960.079590
	Iteration 121Q: 3 clusters Score -4117930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4117927.750000 Penalty: 4960.079590
	Iteration 122Q: 3 clusters Score -4117928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -4117927.250000 Penalty: 4960.079590
	Iteration 123Q: 3 clusters Score -4117927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4117928.750000 Penalty: 4960.079590
	Iteration 124Q: 3 clusters Score -4117929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4117931.000000 Penalty: 4960.079590
	Iteration 125Q: 3 clusters Score -4117931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4117935.000000 Penalty: 4960.079590
	Iteration 126Q: 3 clusters Score -4117935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4117937.000000 Penalty: 4960.079590
	Iteration 127Q: 3 clusters Score -4117937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -4117939.750000 Penalty: 4960.079590
	Iteration 128Q: 3 clusters Score -4117940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -4117939.500000 Penalty: 4960.079590
	Iteration 129Q: 3 clusters Score -4117940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4117941.250000 Penalty: 4960.079590
	Iteration 130Q: 3 clusters Score -4117941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4117925.500000 Penalty: 4960.079590
	Iteration 131Q: 3 clusters Score -4117926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4117935.250000 Penalty: 4960.079590
	Iteration 132Q: 3 clusters Score -4117935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4117942.250000 Penalty: 4960.079590
	Iteration 133Q: 3 clusters Score -4117942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4117951.000000 Penalty: 4960.079590
	Iteration 134Q: 3 clusters Score -4117951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4117958.250000 Penalty: 4960.079590
	Iteration 135Q: 3 clusters Score -4117958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4117960.750000 Penalty: 4960.079590
	Iteration 136Q: 3 clusters Score -4117961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4117963.250000 Penalty: 4960.079590
	Iteration 137Q: 3 clusters Score -4117963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4117958.750000 Penalty: 4960.079590
	Iteration 138Q: 3 clusters Score -4117959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4117956.500000 Penalty: 4960.079590
	Iteration 139Q: 3 clusters Score -4117956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4117952.250000 Penalty: 4960.079590
	Iteration 140F: 3 clusters Score -4117952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4117963.250000 Penalty: 4960.079590
	Iteration 141Q: 3 clusters Score -4117963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4117967.500000 Penalty: 4960.079590
	Iteration 142Q: 3 clusters Score -4117968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4117968.750000 Penalty: 4960.079590
	Iteration 143Q: 3 clusters Score -4117969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4117971.250000 Penalty: 4960.079590
	Iteration 144Q: 3 clusters Score -4117971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4117968.250000 Penalty: 4960.079590
	Iteration 145Q: 3 clusters Score -4117968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4117969.500000 Penalty: 4960.079590
	Iteration 146Q: 3 clusters Score -4117970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4117969.500000 Penalty: 4960.079590
	Iteration 147Q: 3 clusters Score -4117970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4117966.750000 Penalty: 4960.079590
	Iteration 148Q: 3 clusters Score -4117967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -4117966.000000 Penalty: 4960.079590
	Iteration 149Q: 3 clusters Score -4117966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4117966.250000 Penalty: 4960.079590
	Iteration 150Q: 3 clusters Score -4117966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4117968.750000 Penalty: 4960.079590
	Iteration 151Q: 3 clusters Score -4117969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4117970.250000 Penalty: 4960.079590
	Iteration 152Q: 3 clusters Score -4117970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4117971.250000 Penalty: 4960.079590
	Iteration 153Q: 3 clusters Score -4117971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4117969.750000 Penalty: 4960.079590
	Iteration 154Q: 3 clusters Score -4117970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4117970.000000 Penalty: 4960.079590
	Iteration 155Q: 3 clusters Score -4117970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4117970.000000 Penalty: 4960.079590
	Iteration 156F: 3 clusters Score -4117970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Entering Unmasked Estep 
Score: -3718773.500000 Penalty: 2454.022949
	Iteration 0F: 2 clusters Score -3718774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3705184.500000 Penalty: 4908.045898
	Iteration 0F: 3 clusters Score -3705184 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3709843.750000 Penalty: 4908.045898
	Iteration 1F: 3 clusters Score -3709844 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3710254.250000 Penalty: 4908.045898
	Iteration 2F: 3 clusters Score -3710254 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3710559.500000 Penalty: 4908.045898
	Iteration 3Q: 3 clusters Score -3710560 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3710799.000000 Penalty: 4908.045898
	Iteration 4Q: 3 clusters Score -3710799 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3710980.000000 Penalty: 4908.045898
	Iteration 5Q: 3 clusters Score -3710980 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3711180.250000 Penalty: 4908.045898
	Iteration 6Q: 3 clusters Score -3711180 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3711405.500000 Penalty: 4908.045898
	Iteration 7Q: 3 clusters Score -3711406 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3711637.250000 Penalty: 4908.045898
	Iteration 8Q: 3 clusters Score -3711637 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3711920.750000 Penalty: 4908.045898
	Iteration 9Q: 3 clusters Score -3711921 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3712327.500000 Penalty: 4908.045898
	Iteration 10Q: 3 clusters Score -3712328 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3712911.250000 Penalty: 4908.045898
	Iteration 11Q: 3 clusters Score -3712911 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3713679.250000 Penalty: 4908.045898
	Iteration 12F: 3 clusters Score -3713679 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3714534.750000 Penalty: 4908.045898
	Iteration 13F: 3 clusters Score -3714535 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3715293.750000 Penalty: 4908.045898
	Iteration 14Q: 3 clusters Score -3715294 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3715845.750000 Penalty: 4908.045898
	Iteration 15Q: 3 clusters Score -3715846 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3716210.750000 Penalty: 4908.045898
	Iteration 16Q: 3 clusters Score -3716211 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3716421.500000 Penalty: 4908.045898
	Iteration 17Q: 3 clusters Score -3716422 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3716549.750000 Penalty: 4908.045898
	Iteration 18Q: 3 clusters Score -3716550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3716604.250000 Penalty: 4908.045898
	Iteration 19Q: 3 clusters Score -3716604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3716642.750000 Penalty: 4908.045898
	Iteration 20F: 3 clusters Score -3716643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3716678.750000 Penalty: 4908.045898
	Iteration 21Q: 3 clusters Score -3716679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3716700.500000 Penalty: 4908.045898
	Iteration 22Q: 3 clusters Score -3716700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3716708.250000 Penalty: 4908.045898
	Iteration 23Q: 3 clusters Score -3716708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3716725.500000 Penalty: 4908.045898
	Iteration 24Q: 3 clusters Score -3716726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3716724.750000 Penalty: 4908.045898
	Iteration 25Q: 3 clusters Score -3716725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3716733.000000 Penalty: 4908.045898
	Iteration 26Q: 3 clusters Score -3716733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3716736.250000 Penalty: 4908.045898
	Iteration 27Q: 3 clusters Score -3716736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3716741.250000 Penalty: 4908.045898
	Iteration 28Q: 3 clusters Score -3716741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3716746.250000 Penalty: 4908.045898
	Iteration 29Q: 3 clusters Score -3716746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3716745.250000 Penalty: 4908.045898
	Iteration 30Q: 3 clusters Score -3716745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3716747.250000 Penalty: 4908.045898
	Iteration 31Q: 3 clusters Score -3716747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3716749.250000 Penalty: 4908.045898
	Iteration 32Q: 3 clusters Score -3716749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3716750.500000 Penalty: 4908.045898
	Iteration 33Q: 3 clusters Score -3716750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3716758.250000 Penalty: 4908.045898
	Iteration 34Q: 3 clusters Score -3716758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3716761.000000 Penalty: 4908.045898
	Iteration 35Q: 3 clusters Score -3716761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3716761.000000 Penalty: 4908.045898
	Iteration 36F: 3 clusters Score -3716761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -558271.812500 Penalty: 1971.199585
	Iteration 0F: 2 clusters Score -558271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -555079.125000 Penalty: 3942.399170
	Iteration 0F: 3 clusters Score -555079.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -555729.625000 Penalty: 3942.399170
	Iteration 1F: 3 clusters Score -555729.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -555863.375000 Penalty: 3942.399170
	Iteration 2F: 3 clusters Score -555863.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -555943.875000 Penalty: 3942.399170
	Iteration 3Q: 3 clusters Score -555943.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -555992.750000 Penalty: 3942.399170
	Iteration 4Q: 3 clusters Score -555992.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -556026.250000 Penalty: 3942.399170
	Iteration 5Q: 3 clusters Score -556026.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -556052.750000 Penalty: 3942.399170
	Iteration 6Q: 3 clusters Score -556052.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -556079.062500 Penalty: 3942.399170
	Iteration 7Q: 3 clusters Score -556079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -556106.437500 Penalty: 3942.399170
	Iteration 8Q: 3 clusters Score -556106.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -556126.312500 Penalty: 3942.399170
	Iteration 9Q: 3 clusters Score -556126.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -556142.000000 Penalty: 3942.399170
	Iteration 10Q: 3 clusters Score -556142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -556150.687500 Penalty: 3942.399170
	Iteration 11Q: 3 clusters Score -556150.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -556161.187500 Penalty: 3942.399170
	Iteration 12Q: 3 clusters Score -556161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -556173.500000 Penalty: 3942.399170
	Iteration 13Q: 3 clusters Score -556173.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -556187.000000 Penalty: 3942.399170
	Iteration 14Q: 3 clusters Score -556187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -556202.875000 Penalty: 3942.399170
	Iteration 15Q: 3 clusters Score -556202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -556219.125000 Penalty: 3942.399170
	Iteration 16Q: 3 clusters Score -556219.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -556227.125000 Penalty: 3942.399170
	Iteration 17Q: 3 clusters Score -556227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -556231.812500 Penalty: 3942.399170
	Iteration 18Q: 3 clusters Score -556231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -556234.750000 Penalty: 3942.399170
	Iteration 19Q: 3 clusters Score -556234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -556238.000000 Penalty: 3942.399170
	Iteration 20F: 3 clusters Score -556238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -556242.062500 Penalty: 3942.399170
	Iteration 21Q: 3 clusters Score -556242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -556247.187500 Penalty: 3942.399170
	Iteration 22Q: 3 clusters Score -556247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -556251.625000 Penalty: 3942.399170
	Iteration 23Q: 3 clusters Score -556251.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -556259.062500 Penalty: 3942.399170
	Iteration 24Q: 3 clusters Score -556259.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -556266.500000 Penalty: 3942.399170
	Iteration 25Q: 3 clusters Score -556266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -556271.812500 Penalty: 3942.399170
	Iteration 26Q: 3 clusters Score -556271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -556278.312500 Penalty: 3942.399170
	Iteration 27Q: 3 clusters Score -556278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -556285.437500 Penalty: 3942.399170
	Iteration 28Q: 3 clusters Score -556285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -556288.687500 Penalty: 3942.399170
	Iteration 29Q: 3 clusters Score -556288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -556291.812500 Penalty: 3942.399170
	Iteration 30Q: 3 clusters Score -556291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -556295.375000 Penalty: 3942.399170
	Iteration 31Q: 3 clusters Score -556295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -556296.812500 Penalty: 3942.399170
	Iteration 32Q: 3 clusters Score -556296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -556299.937500 Penalty: 3942.399170
	Iteration 33Q: 3 clusters Score -556299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -556301.875000 Penalty: 3942.399170
	Iteration 34Q: 3 clusters Score -556301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -556307.062500 Penalty: 3942.399170
	Iteration 35Q: 3 clusters Score -556307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -556311.187500 Penalty: 3942.399170
	Iteration 36Q: 3 clusters Score -556311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -556315.125000 Penalty: 3942.399170
	Iteration 37Q: 3 clusters Score -556315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556316.625000 Penalty: 3942.399170
	Iteration 38Q: 3 clusters Score -556316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556318.062500 Penalty: 3942.399170
	Iteration 39Q: 3 clusters Score -556318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -556319.500000 Penalty: 3942.399170
	Iteration 40F: 3 clusters Score -556319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -556320.937500 Penalty: 3942.399170
	Iteration 41Q: 3 clusters Score -556320.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -556326.375000 Penalty: 3942.399170
	Iteration 42Q: 3 clusters Score -556326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556332.812500 Penalty: 3942.399170
	Iteration 43Q: 3 clusters Score -556332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556334.187500 Penalty: 3942.399170
	Iteration 44Q: 3 clusters Score -556334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556335.312500 Penalty: 3942.399170
	Iteration 45Q: 3 clusters Score -556335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -556338.250000 Penalty: 3942.399170
	Iteration 46Q: 3 clusters Score -556338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -556340.437500 Penalty: 3942.399170
	Iteration 47Q: 3 clusters Score -556340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -556340.125000 Penalty: 3942.399170
	Iteration 48Q: 3 clusters Score -556340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -556341.062500 Penalty: 3942.399170
	Iteration 49Q: 3 clusters Score -556341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -556344.062500 Penalty: 3942.399170
	Iteration 50Q: 3 clusters Score -556344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -556344.250000 Penalty: 3942.399170
	Iteration 51Q: 3 clusters Score -556344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -556344.250000 Penalty: 3942.399170
	Iteration 52F: 3 clusters Score -556344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -175203.171875 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175203.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175619.562500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175619.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -175733.812500 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175733.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -175815.937500 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175815.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -175878.921875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175878.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -175923.671875 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175923.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -175967.765625 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175967.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -176031.390625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -176031.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -176093.281250 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -176093.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -176137.890625 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176137.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -176175.062500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -176217.062500 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176240.703125 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176251.500000 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -176278.500000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -176314.765625 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -176332.187500 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -176342.734375 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -176350.796875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -176360.062500 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -176367.187500 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -176373.046875 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -176373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -176379.703125 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -176379.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -176379.703125 Penalty: 3438.010010
	Iteration 23F: 3 clusters Score -176379.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Entering Unmasked Estep 
Score: -3851222.750000 Penalty: 2462.635742
	Iteration 0F: 2 clusters Score -3851223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3837556.250000 Penalty: 4925.271484
	Iteration 0F: 3 clusters Score -3837556 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3842264.500000 Penalty: 4925.271484
	Iteration 1F: 3 clusters Score -3842264 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3842625.750000 Penalty: 4925.271484
	Iteration 2F: 3 clusters Score -3842626 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3842898.500000 Penalty: 4925.271484
	Iteration 3Q: 3 clusters Score -3842898 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3843145.500000 Penalty: 4925.271484
	Iteration 4Q: 3 clusters Score -3843146 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -3843411.500000 Penalty: 4925.271484
	Iteration 5Q: 3 clusters Score -3843412 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3843743.750000 Penalty: 4925.271484
	Iteration 6Q: 3 clusters Score -3843744 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3844092.500000 Penalty: 4925.271484
	Iteration 7Q: 3 clusters Score -3844092 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3844545.000000 Penalty: 4925.271484
	Iteration 8Q: 3 clusters Score -3844545 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3845165.500000 Penalty: 4925.271484
	Iteration 9F: 3 clusters Score -3845166 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3845949.000000 Penalty: 4925.271484
	Iteration 10F: 3 clusters Score -3845949 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3846851.750000 Penalty: 4925.271484
	Iteration 11F: 3 clusters Score -3846852 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3847788.500000 Penalty: 4925.271484
	Iteration 12F: 3 clusters Score -3847788 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3848397.500000 Penalty: 4925.271484
	Iteration 13Q: 3 clusters Score -3848398 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3848712.000000 Penalty: 4925.271484
	Iteration 14Q: 3 clusters Score -3848712 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3848890.000000 Penalty: 4925.271484
	Iteration 15Q: 3 clusters Score -3848890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3848991.500000 Penalty: 4925.271484
	Iteration 16Q: 3 clusters Score -3848992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3849048.000000 Penalty: 4925.271484
	Iteration 17Q: 3 clusters Score -3849048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3849079.500000 Penalty: 4925.271484
	Iteration 18Q: 3 clusters Score -3849080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3849095.000000 Penalty: 4925.271484
	Iteration 19Q: 3 clusters Score -3849095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3849120.250000 Penalty: 4925.271484
	Iteration 20F: 3 clusters Score -3849120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3849145.500000 Penalty: 4925.271484
	Iteration 21Q: 3 clusters Score -3849146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3849161.000000 Penalty: 4925.271484
	Iteration 22Q: 3 clusters Score -3849161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3849172.250000 Penalty: 4925.271484
	Iteration 23Q: 3 clusters Score -3849172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3849180.500000 Penalty: 4925.271484
	Iteration 24Q: 3 clusters Score -3849180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3849184.250000 Penalty: 4925.271484
	Iteration 25Q: 3 clusters Score -3849184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3849184.250000 Penalty: 4925.271484
	Iteration 26F: 3 clusters Score -3849184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -217454.250000 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -217454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -215434.593750 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -215434.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215787.062500 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -215787.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -215936.000000 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -215936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -216049.765625 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -216049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216177.234375 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -216177.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -216295.656250 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -216295.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -216416.421875 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -216416.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -216527.031250 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -216527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216643.531250 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -216643.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -216741.687500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -216741.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -216805.046875 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -216805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -216854.890625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -216854.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -216879.218750 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -216879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -216899.421875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -216899.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -216913.828125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -216913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -216921.796875 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -216921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -216930.031250 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -216930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -216936.828125 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -216936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -216942.125000 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -216942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -216945.265625 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -216945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -216947.015625 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -216947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -216948.968750 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -216949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216951.593750 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -216951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -216954.843750 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -216954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216957.328125 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -216957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216958.109375 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -216958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -216959.328125 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -216959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -216959.859375 Penalty: 3508.341797
	Iteration 27Q: 3 clusters Score -216959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -216959.859375 Penalty: 3508.341797
	Iteration 28F: 3 clusters Score -216959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Entering Unmasked Estep 
Score: -2857686.250000 Penalty: 2374.182373
	Iteration 0F: 2 clusters Score -2857686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2848353.000000 Penalty: 4748.364746
	Iteration 0F: 3 clusters Score -2848353 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2851698.000000 Penalty: 4748.364746
	Iteration 1F: 3 clusters Score -2851698 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2852031.500000 Penalty: 4748.364746
	Iteration 2F: 3 clusters Score -2852032 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2852287.750000 Penalty: 4748.364746
	Iteration 3Q: 3 clusters Score -2852288 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2852481.500000 Penalty: 4748.364746
	Iteration 4Q: 3 clusters Score -2852482 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2852715.750000 Penalty: 4748.364746
	Iteration 5Q: 3 clusters Score -2852716 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2852966.500000 Penalty: 4748.364746
	Iteration 6Q: 3 clusters Score -2852966 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2853230.750000 Penalty: 4748.364746
	Iteration 7Q: 3 clusters Score -2853231 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2853524.000000 Penalty: 4748.364746
	Iteration 8Q: 3 clusters Score -2853524 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2853829.250000 Penalty: 4748.364746
	Iteration 9Q: 3 clusters Score -2853829 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2854142.750000 Penalty: 4748.364746
	Iteration 10Q: 3 clusters Score -2854143 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2854404.000000 Penalty: 4748.364746
	Iteration 11Q: 3 clusters Score -2854404 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2854676.750000 Penalty: 4748.364746
	Iteration 12Q: 3 clusters Score -2854677 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2854882.750000 Penalty: 4748.364746
	Iteration 13Q: 3 clusters Score -2854883 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2855057.750000 Penalty: 4748.364746
	Iteration 14Q: 3 clusters Score -2855058 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2855216.750000 Penalty: 4748.364746
	Iteration 15Q: 3 clusters Score -2855217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2855316.000000 Penalty: 4748.364746
	Iteration 16Q: 3 clusters Score -2855316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2855407.250000 Penalty: 4748.364746
	Iteration 17Q: 3 clusters Score -2855407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2855481.250000 Penalty: 4748.364746
	Iteration 18Q: 3 clusters Score -2855481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2855555.750000 Penalty: 4748.364746
	Iteration 19Q: 3 clusters Score -2855556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2855595.500000 Penalty: 4748.364746
	Iteration 20F: 3 clusters Score -2855596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2855619.500000 Penalty: 4748.364746
	Iteration 21Q: 3 clusters Score -2855620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2855644.000000 Penalty: 4748.364746
	Iteration 22Q: 3 clusters Score -2855644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2855661.500000 Penalty: 4748.364746
	Iteration 23Q: 3 clusters Score -2855662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2855683.250000 Penalty: 4748.364746
	Iteration 24Q: 3 clusters Score -2855683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2855694.750000 Penalty: 4748.364746
	Iteration 25Q: 3 clusters Score -2855695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2855705.000000 Penalty: 4748.364746
	Iteration 26Q: 3 clusters Score -2855705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2855719.500000 Penalty: 4748.364746
	Iteration 27Q: 3 clusters Score -2855720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2855737.250000 Penalty: 4748.364746
	Iteration 28Q: 3 clusters Score -2855737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2855752.250000 Penalty: 4748.364746
	Iteration 29Q: 3 clusters Score -2855752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2855753.750000 Penalty: 4748.364746
	Iteration 30Q: 3 clusters Score -2855754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2855764.250000 Penalty: 4748.364746
	Iteration 31Q: 3 clusters Score -2855764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2855770.500000 Penalty: 4748.364746
	Iteration 32Q: 3 clusters Score -2855770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2855774.250000 Penalty: 4748.364746
	Iteration 33Q: 3 clusters Score -2855774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2855783.000000 Penalty: 4748.364746
	Iteration 34Q: 3 clusters Score -2855783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2855782.750000 Penalty: 4748.364746
	Iteration 35Q: 3 clusters Score -2855783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2855782.250000 Penalty: 4748.364746
	Iteration 36Q: 3 clusters Score -2855782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2855782.750000 Penalty: 4748.364746
	Iteration 37Q: 3 clusters Score -2855783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2855778.750000 Penalty: 4748.364746
	Iteration 38Q: 3 clusters Score -2855779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2855778.750000 Penalty: 4748.364746
	Iteration 39Q: 3 clusters Score -2855779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2855778.750000 Penalty: 4748.364746
	Iteration 40F: 3 clusters Score -2855779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17534.078125 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17534.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17695.363281 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17695.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17737.027344 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17737.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17740.482422 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17740.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17740.482422 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -17740.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -905164.187500 Penalty: 2108.565918
	Iteration 0F: 2 clusters Score -905164.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -900694.312500 Penalty: 4217.131836
	Iteration 0F: 3 clusters Score -900694.3 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -901789.250000 Penalty: 4217.131836
	Iteration 1F: 3 clusters Score -901789.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -902011.562500 Penalty: 4217.131836
	Iteration 2F: 3 clusters Score -902011.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -902140.812500 Penalty: 4217.131836
	Iteration 3Q: 3 clusters Score -902140.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -902242.875000 Penalty: 4217.131836
	Iteration 4Q: 3 clusters Score -902242.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -902344.375000 Penalty: 4217.131836
	Iteration 5Q: 3 clusters Score -902344.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -902424.875000 Penalty: 4217.131836
	Iteration 6Q: 3 clusters Score -902424.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -902499.375000 Penalty: 4217.131836
	Iteration 7Q: 3 clusters Score -902499.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -902588.125000 Penalty: 4217.131836
	Iteration 8Q: 3 clusters Score -902588.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -902682.937500 Penalty: 4217.131836
	Iteration 9Q: 3 clusters Score -902682.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -902789.875000 Penalty: 4217.131836
	Iteration 10Q: 3 clusters Score -902789.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -902913.000000 Penalty: 4217.131836
	Iteration 11Q: 3 clusters Score -902913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -903065.687500 Penalty: 4217.131836
	Iteration 12Q: 3 clusters Score -903065.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -903217.500000 Penalty: 4217.131836
	Iteration 13Q: 3 clusters Score -903217.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -903346.750000 Penalty: 4217.131836
	Iteration 14Q: 3 clusters Score -903346.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -903439.437500 Penalty: 4217.131836
	Iteration 15Q: 3 clusters Score -903439.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -903496.125000 Penalty: 4217.131836
	Iteration 16Q: 3 clusters Score -903496.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -903535.312500 Penalty: 4217.131836
	Iteration 17Q: 3 clusters Score -903535.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -903566.625000 Penalty: 4217.131836
	Iteration 18Q: 3 clusters Score -903566.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -903596.812500 Penalty: 4217.131836
	Iteration 19Q: 3 clusters Score -903596.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -903628.250000 Penalty: 4217.131836
	Iteration 20F: 3 clusters Score -903628.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -903651.312500 Penalty: 4217.131836
	Iteration 21Q: 3 clusters Score -903651.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -903665.062500 Penalty: 4217.131836
	Iteration 22Q: 3 clusters Score -903665.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -903674.812500 Penalty: 4217.131836
	Iteration 23Q: 3 clusters Score -903674.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -903692.437500 Penalty: 4217.131836
	Iteration 24Q: 3 clusters Score -903692.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -903702.187500 Penalty: 4217.131836
	Iteration 25Q: 3 clusters Score -903702.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -903705.187500 Penalty: 4217.131836
	Iteration 26Q: 3 clusters Score -903705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -903706.250000 Penalty: 4217.131836
	Iteration 27Q: 3 clusters Score -903706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -903705.812500 Penalty: 4217.131836
	Iteration 28Q: 3 clusters Score -903705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -903705.812500 Penalty: 4217.131836
	Iteration 29F: 3 clusters Score -903705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -2729900.750000 Penalty: 2364.005127
	Iteration 0F: 2 clusters Score -2729901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2720144.000000 Penalty: 4728.010254
	Iteration 0F: 3 clusters Score -2720144 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2723397.750000 Penalty: 4728.010254
	Iteration 1F: 3 clusters Score -2723398 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2723686.750000 Penalty: 4728.010254
	Iteration 2F: 3 clusters Score -2723687 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2723896.750000 Penalty: 4728.010254
	Iteration 3Q: 3 clusters Score -2723897 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2724073.500000 Penalty: 4728.010254
	Iteration 4Q: 3 clusters Score -2724074 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2724260.250000 Penalty: 4728.010254
	Iteration 5Q: 3 clusters Score -2724260 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2724453.750000 Penalty: 4728.010254
	Iteration 6Q: 3 clusters Score -2724454 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2724696.250000 Penalty: 4728.010254
	Iteration 7Q: 3 clusters Score -2724696 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2725024.250000 Penalty: 4728.010254
	Iteration 8Q: 3 clusters Score -2725024 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2725435.750000 Penalty: 4728.010254
	Iteration 9Q: 3 clusters Score -2725436 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2725942.750000 Penalty: 4728.010254
	Iteration 10F: 3 clusters Score -2725943 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2726451.250000 Penalty: 4728.010254
	Iteration 11Q: 3 clusters Score -2726451 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2726880.750000 Penalty: 4728.010254
	Iteration 12Q: 3 clusters Score -2726881 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2727170.000000 Penalty: 4728.010254
	Iteration 13Q: 3 clusters Score -2727170 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2727339.000000 Penalty: 4728.010254
	Iteration 14Q: 3 clusters Score -2727339 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2727464.750000 Penalty: 4728.010254
	Iteration 15Q: 3 clusters Score -2727465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2727567.750000 Penalty: 4728.010254
	Iteration 16Q: 3 clusters Score -2727568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2727656.250000 Penalty: 4728.010254
	Iteration 17Q: 3 clusters Score -2727656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2727704.000000 Penalty: 4728.010254
	Iteration 18Q: 3 clusters Score -2727704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2727750.250000 Penalty: 4728.010254
	Iteration 19Q: 3 clusters Score -2727750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2727781.000000 Penalty: 4728.010254
	Iteration 20F: 3 clusters Score -2727781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2727799.750000 Penalty: 4728.010254
	Iteration 21Q: 3 clusters Score -2727800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2727824.750000 Penalty: 4728.010254
	Iteration 22Q: 3 clusters Score -2727825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2727840.000000 Penalty: 4728.010254
	Iteration 23Q: 3 clusters Score -2727840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2727850.500000 Penalty: 4728.010254
	Iteration 24Q: 3 clusters Score -2727850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2727859.000000 Penalty: 4728.010254
	Iteration 25Q: 3 clusters Score -2727859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2727865.750000 Penalty: 4728.010254
	Iteration 26Q: 3 clusters Score -2727866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2727869.500000 Penalty: 4728.010254
	Iteration 27Q: 3 clusters Score -2727870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2727872.750000 Penalty: 4728.010254
	Iteration 28Q: 3 clusters Score -2727873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2727877.250000 Penalty: 4728.010254
	Iteration 29Q: 3 clusters Score -2727877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2727879.000000 Penalty: 4728.010254
	Iteration 30Q: 3 clusters Score -2727879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2727875.750000 Penalty: 4728.010254
	Iteration 31Q: 3 clusters Score -2727876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2727875.750000 Penalty: 4728.010254
	Iteration 32F: 3 clusters Score -2727876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Entering Unmasked Estep 
Score: -3547685.000000 Penalty: 2442.245117
	Iteration 0F: 2 clusters Score -3547685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3534411.750000 Penalty: 4884.490234
	Iteration 0F: 3 clusters Score -3534412 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3538840.500000 Penalty: 4884.490234
	Iteration 1F: 3 clusters Score -3538840 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3539175.750000 Penalty: 4884.490234
	Iteration 2F: 3 clusters Score -3539176 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3539464.500000 Penalty: 4884.490234
	Iteration 3Q: 3 clusters Score -3539464 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3539783.750000 Penalty: 4884.490234
	Iteration 4Q: 3 clusters Score -3539784 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3540073.250000 Penalty: 4884.490234
	Iteration 5Q: 3 clusters Score -3540073 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3540366.500000 Penalty: 4884.490234
	Iteration 6Q: 3 clusters Score -3540366 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3540633.250000 Penalty: 4884.490234
	Iteration 7Q: 3 clusters Score -3540633 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3540916.250000 Penalty: 4884.490234
	Iteration 8Q: 3 clusters Score -3540916 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3541245.500000 Penalty: 4884.490234
	Iteration 9Q: 3 clusters Score -3541246 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3541659.750000 Penalty: 4884.490234
	Iteration 10Q: 3 clusters Score -3541660 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3542188.250000 Penalty: 4884.490234
	Iteration 11Q: 3 clusters Score -3542188 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3542794.000000 Penalty: 4884.490234
	Iteration 12Q: 3 clusters Score -3542794 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3543379.750000 Penalty: 4884.490234
	Iteration 13Q: 3 clusters Score -3543380 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3543812.250000 Penalty: 4884.490234
	Iteration 14Q: 3 clusters Score -3543812 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3544083.250000 Penalty: 4884.490234
	Iteration 15Q: 3 clusters Score -3544083 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3544249.750000 Penalty: 4884.490234
	Iteration 16Q: 3 clusters Score -3544250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3544359.000000 Penalty: 4884.490234
	Iteration 17Q: 3 clusters Score -3544359 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3544459.000000 Penalty: 4884.490234
	Iteration 18Q: 3 clusters Score -3544459 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3544512.250000 Penalty: 4884.490234
	Iteration 19Q: 3 clusters Score -3544512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3544544.000000 Penalty: 4884.490234
	Iteration 20F: 3 clusters Score -3544544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3544573.500000 Penalty: 4884.490234
	Iteration 21Q: 3 clusters Score -3544574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3544587.750000 Penalty: 4884.490234
	Iteration 22Q: 3 clusters Score -3544588 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3544609.000000 Penalty: 4884.490234
	Iteration 23Q: 3 clusters Score -3544609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3544626.750000 Penalty: 4884.490234
	Iteration 24Q: 3 clusters Score -3544627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3544648.750000 Penalty: 4884.490234
	Iteration 25Q: 3 clusters Score -3544649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3544653.500000 Penalty: 4884.490234
	Iteration 26Q: 3 clusters Score -3544654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3544671.000000 Penalty: 4884.490234
	Iteration 27Q: 3 clusters Score -3544671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3544675.750000 Penalty: 4884.490234
	Iteration 28Q: 3 clusters Score -3544676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3544687.500000 Penalty: 4884.490234
	Iteration 29Q: 3 clusters Score -3544688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3544702.000000 Penalty: 4884.490234
	Iteration 30Q: 3 clusters Score -3544702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3544711.750000 Penalty: 4884.490234
	Iteration 31Q: 3 clusters Score -3544712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3544730.500000 Penalty: 4884.490234
	Iteration 32Q: 3 clusters Score -3544730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3544730.750000 Penalty: 4884.490234
	Iteration 33Q: 3 clusters Score -3544731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3544733.500000 Penalty: 4884.490234
	Iteration 34Q: 3 clusters Score -3544734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3544736.250000 Penalty: 4884.490234
	Iteration 35Q: 3 clusters Score -3544736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3544738.750000 Penalty: 4884.490234
	Iteration 36Q: 3 clusters Score -3544739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3544741.750000 Penalty: 4884.490234
	Iteration 37Q: 3 clusters Score -3544742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3544739.000000 Penalty: 4884.490234
	Iteration 38Q: 3 clusters Score -3544739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3544744.000000 Penalty: 4884.490234
	Iteration 39Q: 3 clusters Score -3544744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3544746.250000 Penalty: 4884.490234
	Iteration 40F: 3 clusters Score -3544746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -3544753.000000 Penalty: 4884.490234
	Iteration 41Q: 3 clusters Score -3544753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3544756.250000 Penalty: 4884.490234
	Iteration 42Q: 3 clusters Score -3544756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3544756.500000 Penalty: 4884.490234
	Iteration 43Q: 3 clusters Score -3544756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3544760.500000 Penalty: 4884.490234
	Iteration 44Q: 3 clusters Score -3544760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3544758.000000 Penalty: 4884.490234
	Iteration 45Q: 3 clusters Score -3544758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3544765.000000 Penalty: 4884.490234
	Iteration 46Q: 3 clusters Score -3544765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3544771.750000 Penalty: 4884.490234
	Iteration 47Q: 3 clusters Score -3544772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3544766.750000 Penalty: 4884.490234
	Iteration 48Q: 3 clusters Score -3544767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3544772.750000 Penalty: 4884.490234
	Iteration 49Q: 3 clusters Score -3544773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3544780.750000 Penalty: 4884.490234
	Iteration 50Q: 3 clusters Score -3544781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3544785.250000 Penalty: 4884.490234
	Iteration 51Q: 3 clusters Score -3544785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3544787.250000 Penalty: 4884.490234
	Iteration 52Q: 3 clusters Score -3544787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3544786.250000 Penalty: 4884.490234
	Iteration 53Q: 3 clusters Score -3544786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3544791.750000 Penalty: 4884.490234
	Iteration 54Q: 3 clusters Score -3544792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3544803.000000 Penalty: 4884.490234
	Iteration 55Q: 3 clusters Score -3544803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3544797.000000 Penalty: 4884.490234
	Iteration 56Q: 3 clusters Score -3544797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3544800.750000 Penalty: 4884.490234
	Iteration 57Q: 3 clusters Score -3544801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -3544812.750000 Penalty: 4884.490234
	Iteration 58Q: 3 clusters Score -3544813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3544810.250000 Penalty: 4884.490234
	Iteration 59Q: 3 clusters Score -3544810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3544815.500000 Penalty: 4884.490234
	Iteration 60F: 3 clusters Score -3544816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3544818.000000 Penalty: 4884.490234
	Iteration 61Q: 3 clusters Score -3544818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3544821.500000 Penalty: 4884.490234
	Iteration 62Q: 3 clusters Score -3544822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -3544817.000000 Penalty: 4884.490234
	Iteration 63Q: 3 clusters Score -3544817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3544816.500000 Penalty: 4884.490234
	Iteration 64Q: 3 clusters Score -3544816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3544813.000000 Penalty: 4884.490234
	Iteration 65Q: 3 clusters Score -3544813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3544813.000000 Penalty: 4884.490234
	Iteration 66F: 3 clusters Score -3544813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Entering Unmasked Estep 
Score: -5160055.500000 Penalty: 2538.809326
	Iteration 0F: 2 clusters Score -5160056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -5141512.000000 Penalty: 5077.618652
	Iteration 0F: 3 clusters Score -5141512 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5148135.500000 Penalty: 5077.618652
	Iteration 1F: 3 clusters Score -5148136 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5148581.000000 Penalty: 5077.618652
	Iteration 2Q: 3 clusters Score -5148581 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5149004.000000 Penalty: 5077.618652
	Iteration 3Q: 3 clusters Score -5149004 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5149442.500000 Penalty: 5077.618652
	Iteration 4Q: 3 clusters Score -5149442 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5150078.000000 Penalty: 5077.618652
	Iteration 5Q: 3 clusters Score -5150078 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5150878.500000 Penalty: 5077.618652
	Iteration 6F: 3 clusters Score -5150878 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5151988.500000 Penalty: 5077.618652
	Iteration 7F: 3 clusters Score -5151988 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5153344.500000 Penalty: 5077.618652
	Iteration 8F: 3 clusters Score -5153344 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -5154607.500000 Penalty: 5077.618652
	Iteration 9F: 3 clusters Score -5154608 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5155532.500000 Penalty: 5077.618652
	Iteration 10Q: 3 clusters Score -5155532 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5156164.000000 Penalty: 5077.618652
	Iteration 11Q: 3 clusters Score -5156164 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5156624.000000 Penalty: 5077.618652
	Iteration 12Q: 3 clusters Score -5156624 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5156974.500000 Penalty: 5077.618652
	Iteration 13Q: 3 clusters Score -5156974 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5157278.000000 Penalty: 5077.618652
	Iteration 14Q: 3 clusters Score -5157278 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5157523.500000 Penalty: 5077.618652
	Iteration 15Q: 3 clusters Score -5157524 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -5157705.500000 Penalty: 5077.618652
	Iteration 16Q: 3 clusters Score -5157706 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -5157805.500000 Penalty: 5077.618652
	Iteration 17Q: 3 clusters Score -5157806 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5157876.000000 Penalty: 5077.618652
	Iteration 18Q: 3 clusters Score -5157876 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5157924.500000 Penalty: 5077.618652
	Iteration 19Q: 3 clusters Score -5157924 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5157974.000000 Penalty: 5077.618652
	Iteration 20F: 3 clusters Score -5157974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -5158034.500000 Penalty: 5077.618652
	Iteration 21Q: 3 clusters Score -5158034 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -5158063.500000 Penalty: 5077.618652
	Iteration 22Q: 3 clusters Score -5158064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5158110.000000 Penalty: 5077.618652
	Iteration 23Q: 3 clusters Score -5158110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -5158134.000000 Penalty: 5077.618652
	Iteration 24Q: 3 clusters Score -5158134 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5158134.500000 Penalty: 5077.618652
	Iteration 25Q: 3 clusters Score -5158134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5158143.500000 Penalty: 5077.618652
	Iteration 26Q: 3 clusters Score -5158144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5158129.000000 Penalty: 5077.618652
	Iteration 27Q: 3 clusters Score -5158129 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5158136.000000 Penalty: 5077.618652
	Iteration 28Q: 3 clusters Score -5158136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5158149.500000 Penalty: 5077.618652
	Iteration 29Q: 3 clusters Score -5158150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -5158165.500000 Penalty: 5077.618652
	Iteration 30Q: 3 clusters Score -5158166 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5158168.000000 Penalty: 5077.618652
	Iteration 31Q: 3 clusters Score -5158168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5158175.500000 Penalty: 5077.618652
	Iteration 32Q: 3 clusters Score -5158176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5158174.000000 Penalty: 5077.618652
	Iteration 33Q: 3 clusters Score -5158174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5158189.000000 Penalty: 5077.618652
	Iteration 34Q: 3 clusters Score -5158189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5158180.000000 Penalty: 5077.618652
	Iteration 35Q: 3 clusters Score -5158180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -5158176.000000 Penalty: 5077.618652
	Iteration 36Q: 3 clusters Score -5158176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -5158184.000000 Penalty: 5077.618652
	Iteration 37Q: 3 clusters Score -5158184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5158195.500000 Penalty: 5077.618652
	Iteration 38Q: 3 clusters Score -5158196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -5158216.500000 Penalty: 5077.618652
	Iteration 39Q: 3 clusters Score -5158216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5158200.000000 Penalty: 5077.618652
	Iteration 40F: 3 clusters Score -5158200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5158192.500000 Penalty: 5077.618652
	Iteration 41Q: 3 clusters Score -5158192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5158191.000000 Penalty: 5077.618652
	Iteration 42Q: 3 clusters Score -5158191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5158201.000000 Penalty: 5077.618652
	Iteration 43Q: 3 clusters Score -5158201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5158205.500000 Penalty: 5077.618652
	Iteration 44Q: 3 clusters Score -5158206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5158214.500000 Penalty: 5077.618652
	Iteration 45Q: 3 clusters Score -5158214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5158205.000000 Penalty: 5077.618652
	Iteration 46Q: 3 clusters Score -5158205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -5158208.000000 Penalty: 5077.618652
	Iteration 47Q: 3 clusters Score -5158208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5158205.500000 Penalty: 5077.618652
	Iteration 48Q: 3 clusters Score -5158206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5158200.500000 Penalty: 5077.618652
	Iteration 49Q: 3 clusters Score -5158200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -5158202.000000 Penalty: 5077.618652
	Iteration 50Q: 3 clusters Score -5158202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -5158197.000000 Penalty: 5077.618652
	Iteration 51Q: 3 clusters Score -5158197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -5158205.000000 Penalty: 5077.618652
	Iteration 52Q: 3 clusters Score -5158205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5158207.500000 Penalty: 5077.618652
	Iteration 53Q: 3 clusters Score -5158208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5158212.000000 Penalty: 5077.618652
	Iteration 54Q: 3 clusters Score -5158212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5158213.000000 Penalty: 5077.618652
	Iteration 55Q: 3 clusters Score -5158213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5158203.500000 Penalty: 5077.618652
	Iteration 56Q: 3 clusters Score -5158204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -5158205.000000 Penalty: 5077.618652
	Iteration 57Q: 3 clusters Score -5158205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5158213.000000 Penalty: 5077.618652
	Iteration 58Q: 3 clusters Score -5158213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5158214.500000 Penalty: 5077.618652
	Iteration 59Q: 3 clusters Score -5158214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -5158214.500000 Penalty: 5077.618652
	Iteration 60F: 3 clusters Score -5158214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5158208.500000 Penalty: 5077.618652
	Iteration 61Q: 3 clusters Score -5158208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5158207.500000 Penalty: 5077.618652
	Iteration 62Q: 3 clusters Score -5158208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5158210.000000 Penalty: 5077.618652
	Iteration 63Q: 3 clusters Score -5158210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5158204.500000 Penalty: 5077.618652
	Iteration 64Q: 3 clusters Score -5158204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5158205.500000 Penalty: 5077.618652
	Iteration 65Q: 3 clusters Score -5158206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5158207.000000 Penalty: 5077.618652
	Iteration 66Q: 3 clusters Score -5158207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -5158203.000000 Penalty: 5077.618652
	Iteration 67Q: 3 clusters Score -5158203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5158199.000000 Penalty: 5077.618652
	Iteration 68Q: 3 clusters Score -5158199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -5158196.500000 Penalty: 5077.618652
	Iteration 69Q: 3 clusters Score -5158196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -5158196.500000 Penalty: 5077.618652
	Iteration 70Q: 3 clusters Score -5158196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5158196.000000 Penalty: 5077.618652
	Iteration 71Q: 3 clusters Score -5158196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -5158198.500000 Penalty: 5077.618652
	Iteration 72Q: 3 clusters Score -5158198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -5158200.000000 Penalty: 5077.618652
	Iteration 73Q: 3 clusters Score -5158200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5158200.500000 Penalty: 5077.618652
	Iteration 74Q: 3 clusters Score -5158200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5158203.000000 Penalty: 5077.618652
	Iteration 75Q: 3 clusters Score -5158203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5158203.000000 Penalty: 5077.618652
	Iteration 76F: 3 clusters Score -5158203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Entering Unmasked Estep 
Score: -3872456.250000 Penalty: 2463.720215
	Iteration 0F: 2 clusters Score -3872456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3858626.500000 Penalty: 4927.440430
	Iteration 0F: 3 clusters Score -3858626 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3863647.750000 Penalty: 4927.440430
	Iteration 1F: 3 clusters Score -3863648 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3864024.500000 Penalty: 4927.440430
	Iteration 2F: 3 clusters Score -3864024 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3864305.000000 Penalty: 4927.440430
	Iteration 3Q: 3 clusters Score -3864305 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3864514.500000 Penalty: 4927.440430
	Iteration 4Q: 3 clusters Score -3864514 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3864706.250000 Penalty: 4927.440430
	Iteration 5Q: 3 clusters Score -3864706 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3864879.000000 Penalty: 4927.440430
	Iteration 6Q: 3 clusters Score -3864879 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3865107.000000 Penalty: 4927.440430
	Iteration 7Q: 3 clusters Score -3865107 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3865366.250000 Penalty: 4927.440430
	Iteration 8Q: 3 clusters Score -3865366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3865680.000000 Penalty: 4927.440430
	Iteration 9Q: 3 clusters Score -3865680 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3866071.500000 Penalty: 4927.440430
	Iteration 10Q: 3 clusters Score -3866072 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3866564.000000 Penalty: 4927.440430
	Iteration 11Q: 3 clusters Score -3866564 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3867152.500000 Penalty: 4927.440430
	Iteration 12Q: 3 clusters Score -3867152 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3867749.500000 Penalty: 4927.440430
	Iteration 13Q: 3 clusters Score -3867750 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3868312.250000 Penalty: 4927.440430
	Iteration 14Q: 3 clusters Score -3868312 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3868811.750000 Penalty: 4927.440430
	Iteration 15Q: 3 clusters Score -3868812 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3869200.000000 Penalty: 4927.440430
	Iteration 16Q: 3 clusters Score -3869200 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3869460.500000 Penalty: 4927.440430
	Iteration 17Q: 3 clusters Score -3869460 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3869692.500000 Penalty: 4927.440430
	Iteration 18Q: 3 clusters Score -3869692 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3869884.000000 Penalty: 4927.440430
	Iteration 19Q: 3 clusters Score -3869884 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3870008.500000 Penalty: 4927.440430
	Iteration 20F: 3 clusters Score -3870008 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3870090.000000 Penalty: 4927.440430
	Iteration 21Q: 3 clusters Score -3870090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3870154.750000 Penalty: 4927.440430
	Iteration 22Q: 3 clusters Score -3870155 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3870210.750000 Penalty: 4927.440430
	Iteration 23Q: 3 clusters Score -3870211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3870272.250000 Penalty: 4927.440430
	Iteration 24Q: 3 clusters Score -3870272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3870290.500000 Penalty: 4927.440430
	Iteration 25Q: 3 clusters Score -3870290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3870314.750000 Penalty: 4927.440430
	Iteration 26Q: 3 clusters Score -3870315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3870345.250000 Penalty: 4927.440430
	Iteration 27Q: 3 clusters Score -3870345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3870349.500000 Penalty: 4927.440430
	Iteration 28Q: 3 clusters Score -3870350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3870366.500000 Penalty: 4927.440430
	Iteration 29Q: 3 clusters Score -3870366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3870376.250000 Penalty: 4927.440430
	Iteration 30Q: 3 clusters Score -3870376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3870381.250000 Penalty: 4927.440430
	Iteration 31Q: 3 clusters Score -3870381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3870396.000000 Penalty: 4927.440430
	Iteration 32Q: 3 clusters Score -3870396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3870414.000000 Penalty: 4927.440430
	Iteration 33Q: 3 clusters Score -3870414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3870429.750000 Penalty: 4927.440430
	Iteration 34Q: 3 clusters Score -3870430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3870434.500000 Penalty: 4927.440430
	Iteration 35Q: 3 clusters Score -3870434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3870437.500000 Penalty: 4927.440430
	Iteration 36Q: 3 clusters Score -3870438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3870438.750000 Penalty: 4927.440430
	Iteration 37Q: 3 clusters Score -3870439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3870434.500000 Penalty: 4927.440430
	Iteration 38Q: 3 clusters Score -3870434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3870435.000000 Penalty: 4927.440430
	Iteration 39Q: 3 clusters Score -3870435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3870435.750000 Penalty: 4927.440430
	Iteration 40F: 3 clusters Score -3870436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -644523.500000 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -644523.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -641130.437500 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -641130.4 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -641810.937500 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -641810.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -641938.437500 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -641938.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -642010.312500 Penalty: 4010.553955
	Iteration 3Q: 3 clusters Score -642010.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -642054.437500 Penalty: 4010.553955
	Iteration 4Q: 3 clusters Score -642054.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -642085.500000 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -642085.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -642113.250000 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -642113.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -642131.687500 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -642131.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -642149.312500 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -642149.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -642160.375000 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -642160.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -642172.062500 Penalty: 4010.553955
	Iteration 10Q: 3 clusters Score -642172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -642176.375000 Penalty: 4010.553955
	Iteration 11Q: 3 clusters Score -642176.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -642185.125000 Penalty: 4010.553955
	Iteration 12Q: 3 clusters Score -642185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -642190.437500 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -642190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -642195.812500 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -642195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -642198.750000 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -642198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -642201.375000 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -642201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -642204.062500 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -642204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -642207.375000 Penalty: 4010.553955
	Iteration 18Q: 3 clusters Score -642207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -642210.437500 Penalty: 4010.553955
	Iteration 19Q: 3 clusters Score -642210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -642215.125000 Penalty: 4010.553955
	Iteration 20F: 3 clusters Score -642215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -642218.437500 Penalty: 4010.553955
	Iteration 21Q: 3 clusters Score -642218.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -642219.437500 Penalty: 4010.553955
	Iteration 22Q: 3 clusters Score -642219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -642220.125000 Penalty: 4010.553955
	Iteration 23Q: 3 clusters Score -642220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -642222.187500 Penalty: 4010.553955
	Iteration 24Q: 3 clusters Score -642222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -642222.687500 Penalty: 4010.553955
	Iteration 25Q: 3 clusters Score -642222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -642223.937500 Penalty: 4010.553955
	Iteration 26Q: 3 clusters Score -642223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -642225.375000 Penalty: 4010.553955
	Iteration 27Q: 3 clusters Score -642225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -642225.937500 Penalty: 4010.553955
	Iteration 28Q: 3 clusters Score -642225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -642226.062500 Penalty: 4010.553955
	Iteration 29Q: 3 clusters Score -642226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -642226.000000 Penalty: 4010.553955
	Iteration 30Q: 3 clusters Score -642226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -642226.000000 Penalty: 4010.553955
	Iteration 31F: 3 clusters Score -642226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51798.152344 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51798.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51918.062500 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51918.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -51987.355469 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -51987.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -52015.914062 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -52015.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -52057.226562 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -52057.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -52063.355469 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -52063.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -52070.960938 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -52070.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -52073.789062 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -52073.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -52073.789062 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -52073.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Entering Unmasked Estep 
Score: -3924319.250000 Penalty: 2469.754150
	Iteration 0F: 2 clusters Score -3924319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3910494.500000 Penalty: 4939.508301
	Iteration 0F: 3 clusters Score -3910494 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3915615.750000 Penalty: 4939.508301
	Iteration 1F: 3 clusters Score -3915616 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3916261.250000 Penalty: 4939.508301
	Iteration 2F: 3 clusters Score -3916261 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3916836.250000 Penalty: 4939.508301
	Iteration 3F: 3 clusters Score -3916836 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3917476.500000 Penalty: 4939.508301
	Iteration 4F: 3 clusters Score -3917476 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3918272.500000 Penalty: 4939.508301
	Iteration 5F: 3 clusters Score -3918272 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3919210.500000 Penalty: 4939.508301
	Iteration 6F: 3 clusters Score -3919210 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3920103.000000 Penalty: 4939.508301
	Iteration 7F: 3 clusters Score -3920103 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3920878.750000 Penalty: 4939.508301
	Iteration 8F: 3 clusters Score -3920879 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3921338.750000 Penalty: 4939.508301
	Iteration 9Q: 3 clusters Score -3921339 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3921638.250000 Penalty: 4939.508301
	Iteration 10Q: 3 clusters Score -3921638 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3921801.250000 Penalty: 4939.508301
	Iteration 11Q: 3 clusters Score -3921801 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3921939.500000 Penalty: 4939.508301
	Iteration 12Q: 3 clusters Score -3921940 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3922047.000000 Penalty: 4939.508301
	Iteration 13Q: 3 clusters Score -3922047 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3922151.000000 Penalty: 4939.508301
	Iteration 14Q: 3 clusters Score -3922151 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3922259.500000 Penalty: 4939.508301
	Iteration 15Q: 3 clusters Score -3922260 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3922370.250000 Penalty: 4939.508301
	Iteration 16Q: 3 clusters Score -3922370 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3922459.750000 Penalty: 4939.508301
	Iteration 17Q: 3 clusters Score -3922460 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3922594.000000 Penalty: 4939.508301
	Iteration 18Q: 3 clusters Score -3922594 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3922676.250000 Penalty: 4939.508301
	Iteration 19Q: 3 clusters Score -3922676 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3922737.250000 Penalty: 4939.508301
	Iteration 20F: 3 clusters Score -3922737 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3922802.000000 Penalty: 4939.508301
	Iteration 21Q: 3 clusters Score -3922802 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3922843.750000 Penalty: 4939.508301
	Iteration 22Q: 3 clusters Score -3922844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -3922863.000000 Penalty: 4939.508301
	Iteration 23Q: 3 clusters Score -3922863 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3922897.750000 Penalty: 4939.508301
	Iteration 24Q: 3 clusters Score -3922898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3922923.750000 Penalty: 4939.508301
	Iteration 25Q: 3 clusters Score -3922924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3922948.750000 Penalty: 4939.508301
	Iteration 26Q: 3 clusters Score -3922949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3922948.750000 Penalty: 4939.508301
	Iteration 27Q: 3 clusters Score -3922949 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3922976.750000 Penalty: 4939.508301
	Iteration 28Q: 3 clusters Score -3922977 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3922986.750000 Penalty: 4939.508301
	Iteration 29Q: 3 clusters Score -3922987 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -3923018.500000 Penalty: 4939.508301
	Iteration 30Q: 3 clusters Score -3923018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3923027.000000 Penalty: 4939.508301
	Iteration 31Q: 3 clusters Score -3923027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3923031.500000 Penalty: 4939.508301
	Iteration 32Q: 3 clusters Score -3923032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3923052.250000 Penalty: 4939.508301
	Iteration 33Q: 3 clusters Score -3923052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3923059.000000 Penalty: 4939.508301
	Iteration 34Q: 3 clusters Score -3923059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3923069.250000 Penalty: 4939.508301
	Iteration 35Q: 3 clusters Score -3923069 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3923073.750000 Penalty: 4939.508301
	Iteration 36Q: 3 clusters Score -3923074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3923078.750000 Penalty: 4939.508301
	Iteration 37Q: 3 clusters Score -3923079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3923087.500000 Penalty: 4939.508301
	Iteration 38Q: 3 clusters Score -3923088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3923099.250000 Penalty: 4939.508301
	Iteration 39Q: 3 clusters Score -3923099 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3923112.500000 Penalty: 4939.508301
	Iteration 40F: 3 clusters Score -3923112 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3923112.000000 Penalty: 4939.508301
	Iteration 41Q: 3 clusters Score -3923112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3923127.750000 Penalty: 4939.508301
	Iteration 42Q: 3 clusters Score -3923128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3923131.250000 Penalty: 4939.508301
	Iteration 43Q: 3 clusters Score -3923131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3923138.750000 Penalty: 4939.508301
	Iteration 44Q: 3 clusters Score -3923139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3923145.250000 Penalty: 4939.508301
	Iteration 45Q: 3 clusters Score -3923145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3923150.500000 Penalty: 4939.508301
	Iteration 46Q: 3 clusters Score -3923150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3923152.000000 Penalty: 4939.508301
	Iteration 47Q: 3 clusters Score -3923152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3923158.000000 Penalty: 4939.508301
	Iteration 48Q: 3 clusters Score -3923158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3923164.500000 Penalty: 4939.508301
	Iteration 49Q: 3 clusters Score -3923164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3923159.500000 Penalty: 4939.508301
	Iteration 50Q: 3 clusters Score -3923160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3923173.250000 Penalty: 4939.508301
	Iteration 51Q: 3 clusters Score -3923173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3923169.000000 Penalty: 4939.508301
	Iteration 52Q: 3 clusters Score -3923169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3923175.500000 Penalty: 4939.508301
	Iteration 53Q: 3 clusters Score -3923176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3923183.000000 Penalty: 4939.508301
	Iteration 54Q: 3 clusters Score -3923183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3923188.500000 Penalty: 4939.508301
	Iteration 55Q: 3 clusters Score -3923188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3923195.500000 Penalty: 4939.508301
	Iteration 56Q: 3 clusters Score -3923196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3923193.250000 Penalty: 4939.508301
	Iteration 57Q: 3 clusters Score -3923193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3923204.500000 Penalty: 4939.508301
	Iteration 58Q: 3 clusters Score -3923204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3923196.750000 Penalty: 4939.508301
	Iteration 59Q: 3 clusters Score -3923197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3923194.750000 Penalty: 4939.508301
	Iteration 60F: 3 clusters Score -3923195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3923210.750000 Penalty: 4939.508301
	Iteration 61Q: 3 clusters Score -3923211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3923214.500000 Penalty: 4939.508301
	Iteration 62Q: 3 clusters Score -3923214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3923215.750000 Penalty: 4939.508301
	Iteration 63Q: 3 clusters Score -3923216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3923224.500000 Penalty: 4939.508301
	Iteration 64Q: 3 clusters Score -3923224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3923218.500000 Penalty: 4939.508301
	Iteration 65Q: 3 clusters Score -3923218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3923212.750000 Penalty: 4939.508301
	Iteration 66Q: 3 clusters Score -3923213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3923223.250000 Penalty: 4939.508301
	Iteration 67Q: 3 clusters Score -3923223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3923227.250000 Penalty: 4939.508301
	Iteration 68Q: 3 clusters Score -3923227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3923219.250000 Penalty: 4939.508301
	Iteration 69Q: 3 clusters Score -3923219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3923232.750000 Penalty: 4939.508301
	Iteration 70Q: 3 clusters Score -3923233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3923231.250000 Penalty: 4939.508301
	Iteration 71Q: 3 clusters Score -3923231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3923228.750000 Penalty: 4939.508301
	Iteration 72Q: 3 clusters Score -3923229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3923228.500000 Penalty: 4939.508301
	Iteration 73Q: 3 clusters Score -3923228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3923225.750000 Penalty: 4939.508301
	Iteration 74Q: 3 clusters Score -3923226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3923233.000000 Penalty: 4939.508301
	Iteration 75Q: 3 clusters Score -3923233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3923229.000000 Penalty: 4939.508301
	Iteration 76Q: 3 clusters Score -3923229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3923230.250000 Penalty: 4939.508301
	Iteration 77Q: 3 clusters Score -3923230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3923228.500000 Penalty: 4939.508301
	Iteration 78Q: 3 clusters Score -3923228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3923234.000000 Penalty: 4939.508301
	Iteration 79Q: 3 clusters Score -3923234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3923236.250000 Penalty: 4939.508301
	Iteration 80F: 3 clusters Score -3923236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3923234.250000 Penalty: 4939.508301
	Iteration 81Q: 3 clusters Score -3923234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3923236.250000 Penalty: 4939.508301
	Iteration 82Q: 3 clusters Score -3923236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3923241.750000 Penalty: 4939.508301
	Iteration 83Q: 3 clusters Score -3923242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3923238.500000 Penalty: 4939.508301
	Iteration 84Q: 3 clusters Score -3923238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3923239.250000 Penalty: 4939.508301
	Iteration 85Q: 3 clusters Score -3923239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3923243.000000 Penalty: 4939.508301
	Iteration 86Q: 3 clusters Score -3923243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3923243.500000 Penalty: 4939.508301
	Iteration 87Q: 3 clusters Score -3923244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3923242.750000 Penalty: 4939.508301
	Iteration 88Q: 3 clusters Score -3923243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3923241.000000 Penalty: 4939.508301
	Iteration 89Q: 3 clusters Score -3923241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3923244.750000 Penalty: 4939.508301
	Iteration 90Q: 3 clusters Score -3923245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3923247.000000 Penalty: 4939.508301
	Iteration 91Q: 3 clusters Score -3923247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3923246.000000 Penalty: 4939.508301
	Iteration 92Q: 3 clusters Score -3923246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3923242.750000 Penalty: 4939.508301
	Iteration 93Q: 3 clusters Score -3923243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3923242.750000 Penalty: 4939.508301
	Iteration 94Q: 3 clusters Score -3923243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3923241.250000 Penalty: 4939.508301
	Iteration 95Q: 3 clusters Score -3923241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3923243.250000 Penalty: 4939.508301
	Iteration 96Q: 3 clusters Score -3923243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3923240.750000 Penalty: 4939.508301
	Iteration 97Q: 3 clusters Score -3923241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3923244.750000 Penalty: 4939.508301
	Iteration 98Q: 3 clusters Score -3923245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3923241.250000 Penalty: 4939.508301
	Iteration 99Q: 3 clusters Score -3923241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3923239.500000 Penalty: 4939.508301
	Iteration 100F: 3 clusters Score -3923240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3923246.000000 Penalty: 4939.508301
	Iteration 101Q: 3 clusters Score -3923246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3923244.500000 Penalty: 4939.508301
	Iteration 102Q: 3 clusters Score -3923244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3923246.000000 Penalty: 4939.508301
	Iteration 103Q: 3 clusters Score -3923246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3923244.250000 Penalty: 4939.508301
	Iteration 104Q: 3 clusters Score -3923244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3923249.000000 Penalty: 4939.508301
	Iteration 105Q: 3 clusters Score -3923249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3923240.500000 Penalty: 4939.508301
	Iteration 106Q: 3 clusters Score -3923240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3923240.250000 Penalty: 4939.508301
	Iteration 107Q: 3 clusters Score -3923240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3923246.250000 Penalty: 4939.508301
	Iteration 108Q: 3 clusters Score -3923246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3923235.250000 Penalty: 4939.508301
	Iteration 109Q: 3 clusters Score -3923235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3923238.500000 Penalty: 4939.508301
	Iteration 110Q: 3 clusters Score -3923238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3923241.500000 Penalty: 4939.508301
	Iteration 111Q: 3 clusters Score -3923242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3923240.500000 Penalty: 4939.508301
	Iteration 112Q: 3 clusters Score -3923240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3923238.250000 Penalty: 4939.508301
	Iteration 113Q: 3 clusters Score -3923238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3923241.750000 Penalty: 4939.508301
	Iteration 114Q: 3 clusters Score -3923242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3923240.250000 Penalty: 4939.508301
	Iteration 115Q: 3 clusters Score -3923240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3923243.000000 Penalty: 4939.508301
	Iteration 116Q: 3 clusters Score -3923243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3923241.750000 Penalty: 4939.508301
	Iteration 117Q: 3 clusters Score -3923242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3923241.750000 Penalty: 4939.508301
	Iteration 118Q: 3 clusters Score -3923242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3923237.750000 Penalty: 4939.508301
	Iteration 119Q: 3 clusters Score -3923238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3923237.750000 Penalty: 4939.508301
	Iteration 120F: 3 clusters Score -3923238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Entering Unmasked Estep 
Score: -4206211.000000 Penalty: 2469.272461
	Iteration 0F: 2 clusters Score -4206211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4195777.500000 Penalty: 4938.544922
	Iteration 0F: 3 clusters Score -4195778 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4200534.500000 Penalty: 4938.544922
	Iteration 1F: 3 clusters Score -4200534 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4200882.500000 Penalty: 4938.544922
	Iteration 2F: 3 clusters Score -4200882 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4201149.500000 Penalty: 4938.544922
	Iteration 3Q: 3 clusters Score -4201150 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4201426.000000 Penalty: 4938.544922
	Iteration 4Q: 3 clusters Score -4201426 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4201703.500000 Penalty: 4938.544922
	Iteration 5Q: 3 clusters Score -4201704 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4201975.500000 Penalty: 4938.544922
	Iteration 6Q: 3 clusters Score -4201976 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4202329.500000 Penalty: 4938.544922
	Iteration 7Q: 3 clusters Score -4202330 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4202756.000000 Penalty: 4938.544922
	Iteration 8Q: 3 clusters Score -4202756 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4203291.500000 Penalty: 4938.544922
	Iteration 9Q: 3 clusters Score -4203292 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4203835.500000 Penalty: 4938.544922
	Iteration 10F: 3 clusters Score -4203836 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4204370.500000 Penalty: 4938.544922
	Iteration 11Q: 3 clusters Score -4204370 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4204690.000000 Penalty: 4938.544922
	Iteration 12Q: 3 clusters Score -4204690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4204859.500000 Penalty: 4938.544922
	Iteration 13Q: 3 clusters Score -4204860 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4204945.000000 Penalty: 4938.544922
	Iteration 14Q: 3 clusters Score -4204945 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4205052.000000 Penalty: 4938.544922
	Iteration 15Q: 3 clusters Score -4205052 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4205126.500000 Penalty: 4938.544922
	Iteration 16Q: 3 clusters Score -4205126 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4205204.500000 Penalty: 4938.544922
	Iteration 17Q: 3 clusters Score -4205204 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4205260.500000 Penalty: 4938.544922
	Iteration 18Q: 3 clusters Score -4205260 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4205295.500000 Penalty: 4938.544922
	Iteration 19Q: 3 clusters Score -4205296 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4205193.500000 Penalty: 4938.544922
	Iteration 20F: 3 clusters Score -4205194 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4205203.500000 Penalty: 4938.544922
	Iteration 21Q: 3 clusters Score -4205204 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4205201.500000 Penalty: 4938.544922
	Iteration 22Q: 3 clusters Score -4205202 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4205204.000000 Penalty: 4938.544922
	Iteration 23Q: 3 clusters Score -4205204 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4205217.000000 Penalty: 4938.544922
	Iteration 24Q: 3 clusters Score -4205217 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4205320.500000 Penalty: 4938.544922
	Iteration 25Q: 3 clusters Score -4205320 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4205425.000000 Penalty: 4938.544922
	Iteration 26Q: 3 clusters Score -4205425 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4205608.500000 Penalty: 4938.544922
	Iteration 27Q: 3 clusters Score -4205608 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4205768.000000 Penalty: 4938.544922
	Iteration 28Q: 3 clusters Score -4205768 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4205793.000000 Penalty: 4938.544922
	Iteration 29Q: 3 clusters Score -4205793 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4205701.000000 Penalty: 4938.544922
	Iteration 30Q: 3 clusters Score -4205701 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4205535.500000 Penalty: 4938.544922
	Iteration 31Q: 3 clusters Score -4205536 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4205372.000000 Penalty: 4938.544922
	Iteration 32Q: 3 clusters Score -4205372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4205189.500000 Penalty: 4938.544922
	Iteration 33Q: 3 clusters Score -4205190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4205085.500000 Penalty: 4938.544922
	Iteration 34Q: 3 clusters Score -4205086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4204997.000000 Penalty: 4938.544922
	Iteration 35Q: 3 clusters Score -4204997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4204940.500000 Penalty: 4938.544922
	Iteration 36Q: 3 clusters Score -4204940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4204889.000000 Penalty: 4938.544922
	Iteration 37Q: 3 clusters Score -4204889 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4204843.500000 Penalty: 4938.544922
	Iteration 38Q: 3 clusters Score -4204844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4204816.500000 Penalty: 4938.544922
	Iteration 39Q: 3 clusters Score -4204816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4204878.000000 Penalty: 4938.544922
	Iteration 40F: 3 clusters Score -4204878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4204841.500000 Penalty: 4938.544922
	Iteration 41Q: 3 clusters Score -4204842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4204805.000000 Penalty: 4938.544922
	Iteration 42Q: 3 clusters Score -4204805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4204783.500000 Penalty: 4938.544922
	Iteration 43Q: 3 clusters Score -4204784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4204791.500000 Penalty: 4938.544922
	Iteration 44Q: 3 clusters Score -4204792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4204776.500000 Penalty: 4938.544922
	Iteration 45Q: 3 clusters Score -4204776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4204782.500000 Penalty: 4938.544922
	Iteration 46Q: 3 clusters Score -4204782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4204789.500000 Penalty: 4938.544922
	Iteration 47Q: 3 clusters Score -4204790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4204801.500000 Penalty: 4938.544922
	Iteration 48Q: 3 clusters Score -4204802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4204799.500000 Penalty: 4938.544922
	Iteration 49Q: 3 clusters Score -4204800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4204795.500000 Penalty: 4938.544922
	Iteration 50Q: 3 clusters Score -4204796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4204803.000000 Penalty: 4938.544922
	Iteration 51Q: 3 clusters Score -4204803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4204802.000000 Penalty: 4938.544922
	Iteration 52Q: 3 clusters Score -4204802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4204799.000000 Penalty: 4938.544922
	Iteration 53Q: 3 clusters Score -4204799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4204800.000000 Penalty: 4938.544922
	Iteration 54Q: 3 clusters Score -4204800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4204794.000000 Penalty: 4938.544922
	Iteration 55Q: 3 clusters Score -4204794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4204790.500000 Penalty: 4938.544922
	Iteration 56Q: 3 clusters Score -4204790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4204789.500000 Penalty: 4938.544922
	Iteration 57Q: 3 clusters Score -4204790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4204792.500000 Penalty: 4938.544922
	Iteration 58Q: 3 clusters Score -4204792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4204780.000000 Penalty: 4938.544922
	Iteration 59Q: 3 clusters Score -4204780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4204783.000000 Penalty: 4938.544922
	Iteration 60F: 3 clusters Score -4204783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4204783.500000 Penalty: 4938.544922
	Iteration 61Q: 3 clusters Score -4204784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4204782.500000 Penalty: 4938.544922
	Iteration 62Q: 3 clusters Score -4204782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4204783.500000 Penalty: 4938.544922
	Iteration 63Q: 3 clusters Score -4204784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4204781.000000 Penalty: 4938.544922
	Iteration 64Q: 3 clusters Score -4204781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4204785.000000 Penalty: 4938.544922
	Iteration 65Q: 3 clusters Score -4204785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4204785.000000 Penalty: 4938.544922
	Iteration 66F: 3 clusters Score -4204785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -146923.937500 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146923.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147251.390625 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147251.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147399.437500 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147399.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -147526.984375 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -147527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147632.359375 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -147684.828125 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147718.796875 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -147730.453125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147730.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -147740.937500 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147747.484375 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147755.218750 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147757.687500 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147758.765625 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147762.671875 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147762.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147769.500000 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147773.218750 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147773.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147773.218750 Penalty: 3361.712646
	Iteration 16F: 3 clusters Score -147773.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Entering Unmasked Estep 
Score: -3185234.750000 Penalty: 2416.648682
	Iteration 0F: 2 clusters Score -3185235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3173102.000000 Penalty: 4833.297363
	Iteration 0F: 3 clusters Score -3173102 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3177019.250000 Penalty: 4833.297363
	Iteration 1F: 3 clusters Score -3177019 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3177394.500000 Penalty: 4833.297363
	Iteration 2F: 3 clusters Score -3177394 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3177718.500000 Penalty: 4833.297363
	Iteration 3Q: 3 clusters Score -3177718 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3178044.750000 Penalty: 4833.297363
	Iteration 4Q: 3 clusters Score -3178045 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3178415.750000 Penalty: 4833.297363
	Iteration 5Q: 3 clusters Score -3178416 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3178812.250000 Penalty: 4833.297363
	Iteration 6Q: 3 clusters Score -3178812 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3179190.750000 Penalty: 4833.297363
	Iteration 7Q: 3 clusters Score -3179191 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3179634.500000 Penalty: 4833.297363
	Iteration 8Q: 3 clusters Score -3179634 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3180249.250000 Penalty: 4833.297363
	Iteration 9F: 3 clusters Score -3180249 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3180992.000000 Penalty: 4833.297363
	Iteration 10F: 3 clusters Score -3180992 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3181789.000000 Penalty: 4833.297363
	Iteration 11F: 3 clusters Score -3181789 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3182481.000000 Penalty: 4833.297363
	Iteration 12F: 3 clusters Score -3182481 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3182924.250000 Penalty: 4833.297363
	Iteration 13Q: 3 clusters Score -3182924 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3183130.750000 Penalty: 4833.297363
	Iteration 14Q: 3 clusters Score -3183131 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3183255.000000 Penalty: 4833.297363
	Iteration 15Q: 3 clusters Score -3183255 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3183325.000000 Penalty: 4833.297363
	Iteration 16Q: 3 clusters Score -3183325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3183342.250000 Penalty: 4833.297363
	Iteration 17Q: 3 clusters Score -3183342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3183371.000000 Penalty: 4833.297363
	Iteration 18Q: 3 clusters Score -3183371 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3183389.500000 Penalty: 4833.297363
	Iteration 19Q: 3 clusters Score -3183390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3183401.750000 Penalty: 4833.297363
	Iteration 20F: 3 clusters Score -3183402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3183420.250000 Penalty: 4833.297363
	Iteration 21Q: 3 clusters Score -3183420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3183422.500000 Penalty: 4833.297363
	Iteration 22Q: 3 clusters Score -3183422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3183423.000000 Penalty: 4833.297363
	Iteration 23Q: 3 clusters Score -3183423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3183429.500000 Penalty: 4833.297363
	Iteration 24Q: 3 clusters Score -3183430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3183433.250000 Penalty: 4833.297363
	Iteration 25Q: 3 clusters Score -3183433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3183442.500000 Penalty: 4833.297363
	Iteration 26Q: 3 clusters Score -3183442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3183441.750000 Penalty: 4833.297363
	Iteration 27Q: 3 clusters Score -3183442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3183449.000000 Penalty: 4833.297363
	Iteration 28Q: 3 clusters Score -3183449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3183442.000000 Penalty: 4833.297363
	Iteration 29Q: 3 clusters Score -3183442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3183451.500000 Penalty: 4833.297363
	Iteration 30Q: 3 clusters Score -3183452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3183449.750000 Penalty: 4833.297363
	Iteration 31Q: 3 clusters Score -3183450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3183457.250000 Penalty: 4833.297363
	Iteration 32Q: 3 clusters Score -3183457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3183457.250000 Penalty: 4833.297363
	Iteration 33Q: 3 clusters Score -3183457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3183457.750000 Penalty: 4833.297363
	Iteration 34Q: 3 clusters Score -3183458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3183461.000000 Penalty: 4833.297363
	Iteration 35Q: 3 clusters Score -3183461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3183460.000000 Penalty: 4833.297363
	Iteration 36Q: 3 clusters Score -3183460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3183456.750000 Penalty: 4833.297363
	Iteration 37Q: 3 clusters Score -3183457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3183460.000000 Penalty: 4833.297363
	Iteration 38Q: 3 clusters Score -3183460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3183463.500000 Penalty: 4833.297363
	Iteration 39Q: 3 clusters Score -3183464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3183458.500000 Penalty: 4833.297363
	Iteration 40F: 3 clusters Score -3183458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3183462.250000 Penalty: 4833.297363
	Iteration 41Q: 3 clusters Score -3183462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3183457.750000 Penalty: 4833.297363
	Iteration 42Q: 3 clusters Score -3183458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3183459.500000 Penalty: 4833.297363
	Iteration 43Q: 3 clusters Score -3183460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3183461.000000 Penalty: 4833.297363
	Iteration 44Q: 3 clusters Score -3183461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3183460.500000 Penalty: 4833.297363
	Iteration 45Q: 3 clusters Score -3183460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3183465.000000 Penalty: 4833.297363
	Iteration 46Q: 3 clusters Score -3183465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3183462.250000 Penalty: 4833.297363
	Iteration 47Q: 3 clusters Score -3183462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3183463.500000 Penalty: 4833.297363
	Iteration 48Q: 3 clusters Score -3183464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3183466.750000 Penalty: 4833.297363
	Iteration 49Q: 3 clusters Score -3183467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3183463.250000 Penalty: 4833.297363
	Iteration 50Q: 3 clusters Score -3183463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3183466.250000 Penalty: 4833.297363
	Iteration 51Q: 3 clusters Score -3183466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3183471.250000 Penalty: 4833.297363
	Iteration 52Q: 3 clusters Score -3183471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3183469.500000 Penalty: 4833.297363
	Iteration 53Q: 3 clusters Score -3183470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3183472.000000 Penalty: 4833.297363
	Iteration 54Q: 3 clusters Score -3183472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3183476.250000 Penalty: 4833.297363
	Iteration 55Q: 3 clusters Score -3183476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3183474.500000 Penalty: 4833.297363
	Iteration 56Q: 3 clusters Score -3183474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3183472.750000 Penalty: 4833.297363
	Iteration 57Q: 3 clusters Score -3183473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3183472.250000 Penalty: 4833.297363
	Iteration 58Q: 3 clusters Score -3183472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3183473.750000 Penalty: 4833.297363
	Iteration 59Q: 3 clusters Score -3183474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3183472.750000 Penalty: 4833.297363
	Iteration 60F: 3 clusters Score -3183473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3183475.500000 Penalty: 4833.297363
	Iteration 61Q: 3 clusters Score -3183476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3183478.000000 Penalty: 4833.297363
	Iteration 62Q: 3 clusters Score -3183478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3183475.250000 Penalty: 4833.297363
	Iteration 63Q: 3 clusters Score -3183475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3183475.500000 Penalty: 4833.297363
	Iteration 64Q: 3 clusters Score -3183476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3183475.500000 Penalty: 4833.297363
	Iteration 65F: 3 clusters Score -3183476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Entering Unmasked Estep 
Score: -3586449.250000 Penalty: 2430.197021
	Iteration 0F: 2 clusters Score -3586449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3574865.750000 Penalty: 4860.394043
	Iteration 0F: 3 clusters Score -3574866 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3579036.000000 Penalty: 4860.394043
	Iteration 1F: 3 clusters Score -3579036 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -3579408.750000 Penalty: 4860.394043
	Iteration 2F: 3 clusters Score -3579409 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3579696.750000 Penalty: 4860.394043
	Iteration 3Q: 3 clusters Score -3579697 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3579956.500000 Penalty: 4860.394043
	Iteration 4Q: 3 clusters Score -3579956 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3580240.750000 Penalty: 4860.394043
	Iteration 5Q: 3 clusters Score -3580241 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3580629.000000 Penalty: 4860.394043
	Iteration 6Q: 3 clusters Score -3580629 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3581068.250000 Penalty: 4860.394043
	Iteration 7Q: 3 clusters Score -3581068 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3581558.250000 Penalty: 4860.394043
	Iteration 8Q: 3 clusters Score -3581558 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3582073.750000 Penalty: 4860.394043
	Iteration 9Q: 3 clusters Score -3582074 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3582521.250000 Penalty: 4860.394043
	Iteration 10Q: 3 clusters Score -3582521 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3582933.500000 Penalty: 4860.394043
	Iteration 11Q: 3 clusters Score -3582934 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3583235.750000 Penalty: 4860.394043
	Iteration 12Q: 3 clusters Score -3583236 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3583444.250000 Penalty: 4860.394043
	Iteration 13Q: 3 clusters Score -3583444 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3583613.000000 Penalty: 4860.394043
	Iteration 14Q: 3 clusters Score -3583613 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3583759.250000 Penalty: 4860.394043
	Iteration 15Q: 3 clusters Score -3583759 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3583828.500000 Penalty: 4860.394043
	Iteration 16Q: 3 clusters Score -3583828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3583887.750000 Penalty: 4860.394043
	Iteration 17Q: 3 clusters Score -3583888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3583928.500000 Penalty: 4860.394043
	Iteration 18Q: 3 clusters Score -3583928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3583973.250000 Penalty: 4860.394043
	Iteration 19Q: 3 clusters Score -3583973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3584004.750000 Penalty: 4860.394043
	Iteration 20F: 3 clusters Score -3584005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3584034.250000 Penalty: 4860.394043
	Iteration 21Q: 3 clusters Score -3584034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3584049.000000 Penalty: 4860.394043
	Iteration 22Q: 3 clusters Score -3584049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3584063.750000 Penalty: 4860.394043
	Iteration 23Q: 3 clusters Score -3584064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3584074.500000 Penalty: 4860.394043
	Iteration 24Q: 3 clusters Score -3584074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3584081.500000 Penalty: 4860.394043
	Iteration 25Q: 3 clusters Score -3584082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3584095.500000 Penalty: 4860.394043
	Iteration 26Q: 3 clusters Score -3584096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3584094.500000 Penalty: 4860.394043
	Iteration 27Q: 3 clusters Score -3584094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3584094.250000 Penalty: 4860.394043
	Iteration 28Q: 3 clusters Score -3584094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3584106.750000 Penalty: 4860.394043
	Iteration 29Q: 3 clusters Score -3584107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3584121.750000 Penalty: 4860.394043
	Iteration 30Q: 3 clusters Score -3584122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3584117.500000 Penalty: 4860.394043
	Iteration 31Q: 3 clusters Score -3584118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3584131.000000 Penalty: 4860.394043
	Iteration 32Q: 3 clusters Score -3584131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3584136.000000 Penalty: 4860.394043
	Iteration 33Q: 3 clusters Score -3584136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3584137.000000 Penalty: 4860.394043
	Iteration 34Q: 3 clusters Score -3584137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3584136.250000 Penalty: 4860.394043
	Iteration 35Q: 3 clusters Score -3584136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3584134.750000 Penalty: 4860.394043
	Iteration 36Q: 3 clusters Score -3584135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3584136.500000 Penalty: 4860.394043
	Iteration 37Q: 3 clusters Score -3584136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3584136.500000 Penalty: 4860.394043
	Iteration 38F: 3 clusters Score -3584136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -1130086.625000 Penalty: 2151.115967
	Iteration 0F: 2 clusters Score -1130087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1125041.500000 Penalty: 4302.231934
	Iteration 0F: 3 clusters Score -1125042 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1126262.875000 Penalty: 4302.231934
	Iteration 1F: 3 clusters Score -1126263 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1126454.125000 Penalty: 4302.231934
	Iteration 2F: 3 clusters Score -1126454 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1126586.375000 Penalty: 4302.231934
	Iteration 3Q: 3 clusters Score -1126586 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1126685.125000 Penalty: 4302.231934
	Iteration 4Q: 3 clusters Score -1126685 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1126755.625000 Penalty: 4302.231934
	Iteration 5Q: 3 clusters Score -1126756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1126812.625000 Penalty: 4302.231934
	Iteration 6Q: 3 clusters Score -1126813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1126874.000000 Penalty: 4302.231934
	Iteration 7Q: 3 clusters Score -1126874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1126926.375000 Penalty: 4302.231934
	Iteration 8Q: 3 clusters Score -1126926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1126971.250000 Penalty: 4302.231934
	Iteration 9Q: 3 clusters Score -1126971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1127016.500000 Penalty: 4302.231934
	Iteration 10Q: 3 clusters Score -1127016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1127067.000000 Penalty: 4302.231934
	Iteration 11Q: 3 clusters Score -1127067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1127116.750000 Penalty: 4302.231934
	Iteration 12Q: 3 clusters Score -1127117 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1127179.750000 Penalty: 4302.231934
	Iteration 13Q: 3 clusters Score -1127180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1127231.875000 Penalty: 4302.231934
	Iteration 14Q: 3 clusters Score -1127232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1127296.500000 Penalty: 4302.231934
	Iteration 15Q: 3 clusters Score -1127296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1127360.500000 Penalty: 4302.231934
	Iteration 16Q: 3 clusters Score -1127360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1127438.125000 Penalty: 4302.231934
	Iteration 17Q: 3 clusters Score -1127438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1127526.000000 Penalty: 4302.231934
	Iteration 18Q: 3 clusters Score -1127526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1127598.500000 Penalty: 4302.231934
	Iteration 19Q: 3 clusters Score -1127598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1127678.375000 Penalty: 4302.231934
	Iteration 20F: 3 clusters Score -1127678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1127752.125000 Penalty: 4302.231934
	Iteration 21Q: 3 clusters Score -1127752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1127816.625000 Penalty: 4302.231934
	Iteration 22Q: 3 clusters Score -1127817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1127877.125000 Penalty: 4302.231934
	Iteration 23Q: 3 clusters Score -1127877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1127941.125000 Penalty: 4302.231934
	Iteration 24Q: 3 clusters Score -1127941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1127985.375000 Penalty: 4302.231934
	Iteration 25Q: 3 clusters Score -1127985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1128031.875000 Penalty: 4302.231934
	Iteration 26Q: 3 clusters Score -1128032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1128054.000000 Penalty: 4302.231934
	Iteration 27Q: 3 clusters Score -1128054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1128078.500000 Penalty: 4302.231934
	Iteration 28Q: 3 clusters Score -1128078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1128099.250000 Penalty: 4302.231934
	Iteration 29Q: 3 clusters Score -1128099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1128120.000000 Penalty: 4302.231934
	Iteration 30Q: 3 clusters Score -1128120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1128135.125000 Penalty: 4302.231934
	Iteration 31Q: 3 clusters Score -1128135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1128146.375000 Penalty: 4302.231934
	Iteration 32Q: 3 clusters Score -1128146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1128151.375000 Penalty: 4302.231934
	Iteration 33Q: 3 clusters Score -1128151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1128157.125000 Penalty: 4302.231934
	Iteration 34Q: 3 clusters Score -1128157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1128165.750000 Penalty: 4302.231934
	Iteration 35Q: 3 clusters Score -1128166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1128171.250000 Penalty: 4302.231934
	Iteration 36Q: 3 clusters Score -1128171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1128175.750000 Penalty: 4302.231934
	Iteration 37Q: 3 clusters Score -1128176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1128176.250000 Penalty: 4302.231934
	Iteration 38Q: 3 clusters Score -1128176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1128176.250000 Penalty: 4302.231934
	Iteration 39F: 3 clusters Score -1128176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Entering Unmasked Estep 
Score: -3578022.000000 Penalty: 2443.943848
	Iteration 0F: 2 clusters Score -3578022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3564785.500000 Penalty: 4887.887695
	Iteration 0F: 3 clusters Score -3564786 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3569058.000000 Penalty: 4887.887695
	Iteration 1F: 3 clusters Score -3569058 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3569448.500000 Penalty: 4887.887695
	Iteration 2F: 3 clusters Score -3569448 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3569760.750000 Penalty: 4887.887695
	Iteration 3Q: 3 clusters Score -3569761 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3570016.250000 Penalty: 4887.887695
	Iteration 4Q: 3 clusters Score -3570016 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3570258.000000 Penalty: 4887.887695
	Iteration 5Q: 3 clusters Score -3570258 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3570470.500000 Penalty: 4887.887695
	Iteration 6Q: 3 clusters Score -3570470 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3570697.250000 Penalty: 4887.887695
	Iteration 7Q: 3 clusters Score -3570697 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3570961.750000 Penalty: 4887.887695
	Iteration 8Q: 3 clusters Score -3570962 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3571295.750000 Penalty: 4887.887695
	Iteration 9Q: 3 clusters Score -3571296 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3571780.750000 Penalty: 4887.887695
	Iteration 10Q: 3 clusters Score -3571781 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3572426.000000 Penalty: 4887.887695
	Iteration 11F: 3 clusters Score -3572426 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3573202.750000 Penalty: 4887.887695
	Iteration 12F: 3 clusters Score -3573203 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3574026.250000 Penalty: 4887.887695
	Iteration 13F: 3 clusters Score -3574026 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3574761.000000 Penalty: 4887.887695
	Iteration 14Q: 3 clusters Score -3574761 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3575272.500000 Penalty: 4887.887695
	Iteration 15Q: 3 clusters Score -3575272 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3575554.000000 Penalty: 4887.887695
	Iteration 16Q: 3 clusters Score -3575554 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3575719.500000 Penalty: 4887.887695
	Iteration 17Q: 3 clusters Score -3575720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3575823.500000 Penalty: 4887.887695
	Iteration 18Q: 3 clusters Score -3575824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3575876.500000 Penalty: 4887.887695
	Iteration 19Q: 3 clusters Score -3575876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3575901.500000 Penalty: 4887.887695
	Iteration 20F: 3 clusters Score -3575902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3575910.250000 Penalty: 4887.887695
	Iteration 21Q: 3 clusters Score -3575910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3575926.750000 Penalty: 4887.887695
	Iteration 22Q: 3 clusters Score -3575927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3575943.750000 Penalty: 4887.887695
	Iteration 23Q: 3 clusters Score -3575944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3575947.750000 Penalty: 4887.887695
	Iteration 24Q: 3 clusters Score -3575948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3575951.250000 Penalty: 4887.887695
	Iteration 25Q: 3 clusters Score -3575951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3575955.000000 Penalty: 4887.887695
	Iteration 26Q: 3 clusters Score -3575955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3575954.750000 Penalty: 4887.887695
	Iteration 27Q: 3 clusters Score -3575955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3575954.500000 Penalty: 4887.887695
	Iteration 28Q: 3 clusters Score -3575954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3575954.500000 Penalty: 4887.887695
	Iteration 29F: 3 clusters Score -3575954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -612279.687500 Penalty: 1992.909912
	Iteration 0F: 2 clusters Score -612279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -608911.250000 Penalty: 3985.819824
	Iteration 0F: 3 clusters Score -608911.2 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -609619.875000 Penalty: 3985.819824
	Iteration 1F: 3 clusters Score -609619.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -609778.312500 Penalty: 3985.819824
	Iteration 2F: 3 clusters Score -609778.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -609854.187500 Penalty: 3985.819824
	Iteration 3Q: 3 clusters Score -609854.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -609889.187500 Penalty: 3985.819824
	Iteration 4Q: 3 clusters Score -609889.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -609909.062500 Penalty: 3985.819824
	Iteration 5Q: 3 clusters Score -609909.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -609922.125000 Penalty: 3985.819824
	Iteration 6Q: 3 clusters Score -609922.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -609931.750000 Penalty: 3985.819824
	Iteration 7Q: 3 clusters Score -609931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -609939.187500 Penalty: 3985.819824
	Iteration 8Q: 3 clusters Score -609939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -609942.125000 Penalty: 3985.819824
	Iteration 9Q: 3 clusters Score -609942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -609948.937500 Penalty: 3985.819824
	Iteration 10Q: 3 clusters Score -609948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -609954.125000 Penalty: 3985.819824
	Iteration 11Q: 3 clusters Score -609954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -609957.937500 Penalty: 3985.819824
	Iteration 12Q: 3 clusters Score -609957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -609960.250000 Penalty: 3985.819824
	Iteration 13Q: 3 clusters Score -609960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -609962.562500 Penalty: 3985.819824
	Iteration 14Q: 3 clusters Score -609962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -609962.875000 Penalty: 3985.819824
	Iteration 15Q: 3 clusters Score -609962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -609964.500000 Penalty: 3985.819824
	Iteration 16Q: 3 clusters Score -609964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -609964.500000 Penalty: 3985.819824
	Iteration 17F: 3 clusters Score -609964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Entering Unmasked Estep 
Score: -4403298.000000 Penalty: 2480.366211
	Iteration 0F: 2 clusters Score -4403298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4394034.000000 Penalty: 4960.732422
	Iteration 0F: 3 clusters Score -4394034 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4399349.000000 Penalty: 4960.732422
	Iteration 1F: 3 clusters Score -4399349 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4399768.000000 Penalty: 4960.732422
	Iteration 2F: 3 clusters Score -4399768 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4400130.000000 Penalty: 4960.732422
	Iteration 3Q: 3 clusters Score -4400130 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4400535.500000 Penalty: 4960.732422
	Iteration 4Q: 3 clusters Score -4400536 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4400968.500000 Penalty: 4960.732422
	Iteration 5Q: 3 clusters Score -4400968 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4401545.000000 Penalty: 4960.732422
	Iteration 6F: 3 clusters Score -4401545 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4402234.000000 Penalty: 4960.732422
	Iteration 7F: 3 clusters Score -4402234 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4402995.500000 Penalty: 4960.732422
	Iteration 8F: 3 clusters Score -4402996 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -4403610.500000 Penalty: 4960.732422
	Iteration 9F: 3 clusters Score -4403610 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4403939.500000 Penalty: 4960.732422
	Iteration 10Q: 3 clusters Score -4403940 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4404113.500000 Penalty: 4960.732422
	Iteration 11Q: 3 clusters Score -4404114 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4404256.000000 Penalty: 4960.732422
	Iteration 12Q: 3 clusters Score -4404256 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -4404370.000000 Penalty: 4960.732422
	Iteration 13Q: 3 clusters Score -4404370 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4404502.000000 Penalty: 4960.732422
	Iteration 14Q: 3 clusters Score -4404502 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4404616.000000 Penalty: 4960.732422
	Iteration 15Q: 3 clusters Score -4404616 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4404710.500000 Penalty: 4960.732422
	Iteration 16Q: 3 clusters Score -4404710 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -4404838.000000 Penalty: 4960.732422
	Iteration 17Q: 3 clusters Score -4404838 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4404941.000000 Penalty: 4960.732422
	Iteration 18Q: 3 clusters Score -4404941 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4405044.500000 Penalty: 4960.732422
	Iteration 19Q: 3 clusters Score -4405044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4405146.000000 Penalty: 4960.732422
	Iteration 20F: 3 clusters Score -4405146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4405247.500000 Penalty: 4960.732422
	Iteration 21Q: 3 clusters Score -4405248 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4405351.500000 Penalty: 4960.732422
	Iteration 22Q: 3 clusters Score -4405352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4405414.500000 Penalty: 4960.732422
	Iteration 23Q: 3 clusters Score -4405414 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4405474.500000 Penalty: 4960.732422
	Iteration 24Q: 3 clusters Score -4405474 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4405519.000000 Penalty: 4960.732422
	Iteration 25Q: 3 clusters Score -4405519 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4405543.500000 Penalty: 4960.732422
	Iteration 26Q: 3 clusters Score -4405544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4405599.500000 Penalty: 4960.732422
	Iteration 27Q: 3 clusters Score -4405600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4405647.500000 Penalty: 4960.732422
	Iteration 28Q: 3 clusters Score -4405648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -4405700.500000 Penalty: 4960.732422
	Iteration 29Q: 3 clusters Score -4405700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4405737.500000 Penalty: 4960.732422
	Iteration 30Q: 3 clusters Score -4405738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4405757.500000 Penalty: 4960.732422
	Iteration 31Q: 3 clusters Score -4405758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4405780.000000 Penalty: 4960.732422
	Iteration 32Q: 3 clusters Score -4405780 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4405790.500000 Penalty: 4960.732422
	Iteration 33Q: 3 clusters Score -4405790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4405827.000000 Penalty: 4960.732422
	Iteration 34Q: 3 clusters Score -4405827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4405833.000000 Penalty: 4960.732422
	Iteration 35Q: 3 clusters Score -4405833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4405861.000000 Penalty: 4960.732422
	Iteration 36Q: 3 clusters Score -4405861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -4405863.500000 Penalty: 4960.732422
	Iteration 37Q: 3 clusters Score -4405864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4405870.500000 Penalty: 4960.732422
	Iteration 38Q: 3 clusters Score -4405870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4405875.000000 Penalty: 4960.732422
	Iteration 39Q: 3 clusters Score -4405875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4405872.000000 Penalty: 4960.732422
	Iteration 40F: 3 clusters Score -4405872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4405868.000000 Penalty: 4960.732422
	Iteration 41Q: 3 clusters Score -4405868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4405874.500000 Penalty: 4960.732422
	Iteration 42Q: 3 clusters Score -4405874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4405870.000000 Penalty: 4960.732422
	Iteration 43Q: 3 clusters Score -4405870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4405880.000000 Penalty: 4960.732422
	Iteration 44Q: 3 clusters Score -4405880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4405886.500000 Penalty: 4960.732422
	Iteration 45Q: 3 clusters Score -4405886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4405885.000000 Penalty: 4960.732422
	Iteration 46Q: 3 clusters Score -4405885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4405891.000000 Penalty: 4960.732422
	Iteration 47Q: 3 clusters Score -4405891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4405880.500000 Penalty: 4960.732422
	Iteration 48Q: 3 clusters Score -4405880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4405879.500000 Penalty: 4960.732422
	Iteration 49Q: 3 clusters Score -4405880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4405880.000000 Penalty: 4960.732422
	Iteration 50Q: 3 clusters Score -4405880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4405887.500000 Penalty: 4960.732422
	Iteration 51Q: 3 clusters Score -4405888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4405885.000000 Penalty: 4960.732422
	Iteration 52Q: 3 clusters Score -4405885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4405885.500000 Penalty: 4960.732422
	Iteration 53Q: 3 clusters Score -4405886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4405885.500000 Penalty: 4960.732422
	Iteration 54F: 3 clusters Score -4405886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 35567 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 27921 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 21094 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17061 members 
Mstep: Class 34 contains 18019 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 19046 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 10113 members 
Mstep: Class 39 contains 11946 members 
Entering Unmasked Estep 
Score: -87203024.000000 Penalty: 126332.429688
Splitting cluster 38 changes total score from -87201344.000000 to -87203024.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 22117 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 12296 members 
Mstep: Class 9 contains 24385 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 35567 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22030 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20537 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13798 members 
Mstep: Class 25 contains 18916 members 
Mstep: Class 26 contains 27921 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 28 contains 3248 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 21094 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17061 members 
Mstep: Class 34 contains 18019 members 
Mstep: Class 35 contains 5848 members 
Mstep: Class 36 contains 19046 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 10113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204464.000000 Penalty: 126332.429688
Iteration 199Q: 40 clusters Score -8.720446e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8128 members 
Mstep: Class 5 contains 22181 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 12148 members 
Mstep: Class 9 contains 24362 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 35535 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22007 members 
Mstep: Class 16 contains 19836 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20581 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 13932 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13789 members 
Mstep: Class 25 contains 18908 members 
Mstep: Class 26 contains 27925 members 
Mstep: Class 27 contains 20654 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21155 members 
Mstep: Class 31 contains 21281 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17097 members 
Mstep: Class 34 contains 17828 members 
Mstep: Class 35 contains 5911 members 
Mstep: Class 36 contains 19058 members 
Mstep: Class 37 contains 3048 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 11352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204832.000000 Penalty: 126332.429688
Iteration 200F: 40 clusters Score -8.720483e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 22104 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44460 members 
Mstep: Class 8 contains 11799 members 
Mstep: Class 9 contains 24344 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14116 members 
Mstep: Class 13 contains 35469 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 22002 members 
Mstep: Class 16 contains 19772 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20524 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 13763 members 
Mstep: Class 25 contains 18912 members 
Mstep: Class 26 contains 27948 members 
Mstep: Class 27 contains 20630 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21142 members 
Mstep: Class 31 contains 20927 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17125 members 
Mstep: Class 34 contains 17433 members 
Mstep: Class 35 contains 5988 members 
Mstep: Class 36 contains 18992 members 
Mstep: Class 37 contains 2993 members 
Mstep: Class 38 contains 12238 members 
Mstep: Class 39 contains 12581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206056.000000 Penalty: 126332.429688
Iteration 201Q: 40 clusters Score -8.720606e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8133 members 
Mstep: Class 5 contains 22029 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44483 members 
Mstep: Class 8 contains 11514 members 
Mstep: Class 9 contains 24324 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13982 members 
Mstep: Class 13 contains 35398 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21984 members 
Mstep: Class 16 contains 19745 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20465 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13683 members 
Mstep: Class 25 contains 18906 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 20621 members 
Mstep: Class 28 contains 3124 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21124 members 
Mstep: Class 31 contains 20623 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17145 members 
Mstep: Class 34 contains 17016 members 
Mstep: Class 35 contains 6082 members 
Mstep: Class 36 contains 18937 members 
Mstep: Class 37 contains 2923 members 
Mstep: Class 38 contains 13392 members 
Mstep: Class 39 contains 13632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206768.000000 Penalty: 126332.429688
Iteration 202Q: 40 clusters Score -8.720677e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 21964 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 44485 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 24296 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13889 members 
Mstep: Class 13 contains 35345 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21953 members 
Mstep: Class 16 contains 19725 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20431 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 11832 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13556 members 
Mstep: Class 25 contains 18893 members 
Mstep: Class 26 contains 27994 members 
Mstep: Class 27 contains 20612 members 
Mstep: Class 28 contains 3088 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21113 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17174 members 
Mstep: Class 34 contains 16548 members 
Mstep: Class 35 contains 6167 members 
Mstep: Class 36 contains 18896 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 14716 members 
Mstep: Class 39 contains 14658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207184.000000 Penalty: 126332.429688
Iteration 203Q: 40 clusters Score -8.720718e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 11037 members 
Mstep: Class 9 contains 24275 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13770 members 
Mstep: Class 13 contains 35291 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21936 members 
Mstep: Class 16 contains 19731 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 10824 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 13380 members 
Mstep: Class 25 contains 18893 members 
Mstep: Class 26 contains 28005 members 
Mstep: Class 27 contains 20611 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21125 members 
Mstep: Class 31 contains 20217 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17202 members 
Mstep: Class 34 contains 16007 members 
Mstep: Class 35 contains 6263 members 
Mstep: Class 36 contains 18855 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 16023 members 
Mstep: Class 39 contains 15717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207424.000000 Penalty: 126332.429688
Iteration 204Q: 40 clusters Score -8.720742e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 21921 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 10896 members 
Mstep: Class 9 contains 24239 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13638 members 
Mstep: Class 13 contains 35245 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21923 members 
Mstep: Class 16 contains 19731 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20372 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13163 members 
Mstep: Class 25 contains 18921 members 
Mstep: Class 26 contains 28004 members 
Mstep: Class 27 contains 20604 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21131 members 
Mstep: Class 31 contains 20076 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17236 members 
Mstep: Class 34 contains 15555 members 
Mstep: Class 35 contains 6359 members 
Mstep: Class 36 contains 18808 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 16925 members 
Mstep: Class 39 contains 16866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206968.000000 Penalty: 126332.429688
Iteration 205Q: 40 clusters Score -8.720697e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 21917 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44483 members 
Mstep: Class 8 contains 10758 members 
Mstep: Class 9 contains 24229 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13534 members 
Mstep: Class 13 contains 35201 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21912 members 
Mstep: Class 16 contains 19700 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20355 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9605 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 12934 members 
Mstep: Class 25 contains 18951 members 
Mstep: Class 26 contains 27982 members 
Mstep: Class 27 contains 20574 members 
Mstep: Class 28 contains 2946 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21143 members 
Mstep: Class 31 contains 20104 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17278 members 
Mstep: Class 34 contains 15133 members 
Mstep: Class 35 contains 6456 members 
Mstep: Class 36 contains 18786 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 17102 members 
Mstep: Class 39 contains 18061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206824.000000 Penalty: 126332.429688
Iteration 206Q: 40 clusters Score -8.720682e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8144 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 44479 members 
Mstep: Class 8 contains 10707 members 
Mstep: Class 9 contains 24200 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13459 members 
Mstep: Class 13 contains 35162 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21912 members 
Mstep: Class 16 contains 19652 members 
Mstep: Class 17 contains 2841 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20326 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 12687 members 
Mstep: Class 25 contains 18979 members 
Mstep: Class 26 contains 27965 members 
Mstep: Class 27 contains 20547 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21156 members 
Mstep: Class 31 contains 20162 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17330 members 
Mstep: Class 34 contains 14729 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 18787 members 
Mstep: Class 37 contains 2587 members 
Mstep: Class 38 contains 16803 members 
Mstep: Class 39 contains 19257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206096.000000 Penalty: 126332.429688
Iteration 207Q: 40 clusters Score -8.72061e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8148 members 
Mstep: Class 5 contains 21903 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 10714 members 
Mstep: Class 9 contains 24164 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13397 members 
Mstep: Class 13 contains 35124 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21918 members 
Mstep: Class 16 contains 19659 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 12529 members 
Mstep: Class 25 contains 18985 members 
Mstep: Class 26 contains 27940 members 
Mstep: Class 27 contains 20546 members 
Mstep: Class 28 contains 2868 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21143 members 
Mstep: Class 31 contains 19897 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17363 members 
Mstep: Class 34 contains 14465 members 
Mstep: Class 35 contains 6643 members 
Mstep: Class 36 contains 18772 members 
Mstep: Class 37 contains 2530 members 
Mstep: Class 38 contains 16610 members 
Mstep: Class 39 contains 20285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204960.000000 Penalty: 126332.429688
Iteration 208Q: 40 clusters Score -8.720496e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8151 members 
Mstep: Class 5 contains 21878 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44469 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 24112 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13359 members 
Mstep: Class 13 contains 35061 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21917 members 
Mstep: Class 16 contains 19631 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 12375 members 
Mstep: Class 25 contains 18991 members 
Mstep: Class 26 contains 27933 members 
Mstep: Class 27 contains 20546 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21135 members 
Mstep: Class 31 contains 19513 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17421 members 
Mstep: Class 34 contains 14343 members 
Mstep: Class 35 contains 6757 members 
Mstep: Class 36 contains 18781 members 
Mstep: Class 37 contains 2487 members 
Mstep: Class 38 contains 16608 members 
Mstep: Class 39 contains 21032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204592.000000 Penalty: 126332.429688
Iteration 209Q: 40 clusters Score -8.720459e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8155 members 
Mstep: Class 5 contains 21879 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 24067 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 35008 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21894 members 
Mstep: Class 16 contains 19610 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9584 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 12252 members 
Mstep: Class 25 contains 18986 members 
Mstep: Class 26 contains 27939 members 
Mstep: Class 27 contains 20578 members 
Mstep: Class 28 contains 2800 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21128 members 
Mstep: Class 31 contains 19434 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17473 members 
Mstep: Class 34 contains 14232 members 
Mstep: Class 35 contains 6861 members 
Mstep: Class 36 contains 18769 members 
Mstep: Class 37 contains 2447 members 
Mstep: Class 38 contains 16587 members 
Mstep: Class 39 contains 21372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203968.000000 Penalty: 126332.429688
Iteration 210Q: 40 clusters Score -8.720397e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 21891 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 44466 members 
Mstep: Class 8 contains 10779 members 
Mstep: Class 9 contains 24034 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 34915 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21894 members 
Mstep: Class 16 contains 19622 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 12134 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 27916 members 
Mstep: Class 27 contains 20622 members 
Mstep: Class 28 contains 2768 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21123 members 
Mstep: Class 31 contains 19440 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17530 members 
Mstep: Class 34 contains 14129 members 
Mstep: Class 35 contains 6996 members 
Mstep: Class 36 contains 18753 members 
Mstep: Class 37 contains 2414 members 
Mstep: Class 38 contains 16598 members 
Mstep: Class 39 contains 21494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203928.000000 Penalty: 126332.429688
Iteration 211Q: 40 clusters Score -8.720393e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8163 members 
Mstep: Class 5 contains 21907 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44445 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 23995 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13308 members 
Mstep: Class 13 contains 34815 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21892 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20319 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 12041 members 
Mstep: Class 25 contains 18959 members 
Mstep: Class 26 contains 27910 members 
Mstep: Class 27 contains 20666 members 
Mstep: Class 28 contains 2739 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21124 members 
Mstep: Class 31 contains 19551 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17583 members 
Mstep: Class 34 contains 14046 members 
Mstep: Class 35 contains 7141 members 
Mstep: Class 36 contains 18748 members 
Mstep: Class 37 contains 2367 members 
Mstep: Class 38 contains 16555 members 
Mstep: Class 39 contains 21555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203968.000000 Penalty: 126332.429688
Iteration 212Q: 40 clusters Score -8.720397e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8163 members 
Mstep: Class 5 contains 21904 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 44446 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 23969 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 34711 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21879 members 
Mstep: Class 16 contains 19593 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 9705 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11973 members 
Mstep: Class 25 contains 18970 members 
Mstep: Class 26 contains 27903 members 
Mstep: Class 27 contains 20687 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21102 members 
Mstep: Class 31 contains 19639 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17634 members 
Mstep: Class 34 contains 13980 members 
Mstep: Class 35 contains 7287 members 
Mstep: Class 36 contains 18757 members 
Mstep: Class 37 contains 2323 members 
Mstep: Class 38 contains 16519 members 
Mstep: Class 39 contains 21620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203728.000000 Penalty: 126332.429688
Iteration 213Q: 40 clusters Score -8.720373e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8164 members 
Mstep: Class 5 contains 21914 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 44448 members 
Mstep: Class 8 contains 10805 members 
Mstep: Class 9 contains 23925 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 34591 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21871 members 
Mstep: Class 16 contains 19586 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11926 members 
Mstep: Class 25 contains 18974 members 
Mstep: Class 26 contains 27894 members 
Mstep: Class 27 contains 20694 members 
Mstep: Class 28 contains 2695 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21075 members 
Mstep: Class 31 contains 19726 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17695 members 
Mstep: Class 34 contains 13908 members 
Mstep: Class 35 contains 7468 members 
Mstep: Class 36 contains 18768 members 
Mstep: Class 37 contains 2284 members 
Mstep: Class 38 contains 16461 members 
Mstep: Class 39 contains 21679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203864.000000 Penalty: 126332.429688
Iteration 214Q: 40 clusters Score -8.720386e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 44466 members 
Mstep: Class 8 contains 10813 members 
Mstep: Class 9 contains 23870 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 34467 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21853 members 
Mstep: Class 16 contains 19569 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 9748 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11876 members 
Mstep: Class 25 contains 18973 members 
Mstep: Class 26 contains 27886 members 
Mstep: Class 27 contains 20698 members 
Mstep: Class 28 contains 2673 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21067 members 
Mstep: Class 31 contains 19814 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17729 members 
Mstep: Class 34 contains 13860 members 
Mstep: Class 35 contains 7664 members 
Mstep: Class 36 contains 18787 members 
Mstep: Class 37 contains 2241 members 
Mstep: Class 38 contains 16412 members 
Mstep: Class 39 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203640.000000 Penalty: 126332.429688
Iteration 215Q: 40 clusters Score -8.720364e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 21913 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 10832 members 
Mstep: Class 9 contains 23824 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 34317 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21811 members 
Mstep: Class 16 contains 19561 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 9766 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 18956 members 
Mstep: Class 26 contains 27891 members 
Mstep: Class 27 contains 20717 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21065 members 
Mstep: Class 31 contains 19880 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17760 members 
Mstep: Class 34 contains 13842 members 
Mstep: Class 35 contains 7851 members 
Mstep: Class 36 contains 18784 members 
Mstep: Class 37 contains 2208 members 
Mstep: Class 38 contains 16342 members 
Mstep: Class 39 contains 21753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203712.000000 Penalty: 126332.429688
Iteration 216Q: 40 clusters Score -8.720371e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 21916 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 10838 members 
Mstep: Class 9 contains 23790 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13440 members 
Mstep: Class 13 contains 34191 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 16 contains 19534 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 11797 members 
Mstep: Class 25 contains 18950 members 
Mstep: Class 26 contains 27854 members 
Mstep: Class 27 contains 20719 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21054 members 
Mstep: Class 31 contains 19934 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17788 members 
Mstep: Class 34 contains 13818 members 
Mstep: Class 35 contains 8092 members 
Mstep: Class 36 contains 18791 members 
Mstep: Class 37 contains 2176 members 
Mstep: Class 38 contains 16285 members 
Mstep: Class 39 contains 21801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203848.000000 Penalty: 126332.429688
Iteration 217Q: 40 clusters Score -8.720385e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 21911 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 44459 members 
Mstep: Class 8 contains 10852 members 
Mstep: Class 9 contains 23748 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13475 members 
Mstep: Class 13 contains 34050 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21709 members 
Mstep: Class 16 contains 19516 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11765 members 
Mstep: Class 25 contains 18930 members 
Mstep: Class 26 contains 27825 members 
Mstep: Class 27 contains 20733 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21040 members 
Mstep: Class 31 contains 20008 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17815 members 
Mstep: Class 34 contains 13794 members 
Mstep: Class 35 contains 8372 members 
Mstep: Class 36 contains 18813 members 
Mstep: Class 37 contains 2148 members 
Mstep: Class 38 contains 16223 members 
Mstep: Class 39 contains 21839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203616.000000 Penalty: 126332.429688
Iteration 218Q: 40 clusters Score -8.720362e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 21899 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 44459 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 9 contains 23694 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 33917 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21659 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 9806 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 18926 members 
Mstep: Class 26 contains 27774 members 
Mstep: Class 27 contains 20758 members 
Mstep: Class 28 contains 2586 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21028 members 
Mstep: Class 31 contains 20075 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17834 members 
Mstep: Class 34 contains 13769 members 
Mstep: Class 35 contains 8661 members 
Mstep: Class 36 contains 18828 members 
Mstep: Class 37 contains 2115 members 
Mstep: Class 38 contains 16170 members 
Mstep: Class 39 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 3200.681396 but Gain 3239.296875
Score: -87203736.000000 Penalty: 123093.132812
Iteration 219Q: 39 clusters Score -8.720374e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 21967 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 44460 members 
Mstep: Class 8 contains 10867 members 
Mstep: Class 9 contains 23666 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 33777 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21607 members 
Mstep: Class 16 contains 19521 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20389 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 10307 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11712 members 
Mstep: Class 25 contains 19042 members 
Mstep: Class 26 contains 27732 members 
Mstep: Class 27 contains 20829 members 
Mstep: Class 28 contains 2663 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21084 members 
Mstep: Class 31 contains 20139 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17860 members 
Mstep: Class 34 contains 14428 members 
Mstep: Class 35 contains 8943 members 
Mstep: Class 36 contains 18885 members 
Mstep: Class 38 contains 16098 members 
Mstep: Class 39 contains 21905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207456.000000 Penalty: 123093.132812
Iteration 220F: 39 clusters Score -8.720746e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8166 members 
Mstep: Class 5 contains 21939 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 44455 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 23623 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 33587 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21551 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20342 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 9075 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11684 members 
Mstep: Class 25 contains 18967 members 
Mstep: Class 26 contains 27704 members 
Mstep: Class 27 contains 20799 members 
Mstep: Class 28 contains 2578 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21032 members 
Mstep: Class 31 contains 20162 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17881 members 
Mstep: Class 34 contains 14306 members 
Mstep: Class 35 contains 9277 members 
Mstep: Class 36 contains 18859 members 
Mstep: Class 38 contains 17761 members 
Mstep: Class 39 contains 21931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207032.000000 Penalty: 123093.132812
Iteration 221Q: 39 clusters Score -8.720703e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8169 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 44445 members 
Mstep: Class 8 contains 10905 members 
Mstep: Class 9 contains 23581 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13668 members 
Mstep: Class 13 contains 33396 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21483 members 
Mstep: Class 16 contains 19487 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20345 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 11663 members 
Mstep: Class 25 contains 18950 members 
Mstep: Class 26 contains 27656 members 
Mstep: Class 27 contains 20779 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21030 members 
Mstep: Class 31 contains 20200 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17902 members 
Mstep: Class 34 contains 14110 members 
Mstep: Class 35 contains 9618 members 
Mstep: Class 36 contains 18844 members 
Mstep: Class 38 contains 18990 members 
Mstep: Class 39 contains 22019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207280.000000 Penalty: 123093.132812
Iteration 222Q: 39 clusters Score -8.720728e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 21860 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 44455 members 
Mstep: Class 8 contains 10958 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13723 members 
Mstep: Class 13 contains 33214 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 16 contains 19482 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 7640 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 11650 members 
Mstep: Class 25 contains 19009 members 
Mstep: Class 26 contains 27614 members 
Mstep: Class 27 contains 20737 members 
Mstep: Class 28 contains 2441 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20992 members 
Mstep: Class 31 contains 20242 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17918 members 
Mstep: Class 34 contains 13893 members 
Mstep: Class 35 contains 9932 members 
Mstep: Class 36 contains 18823 members 
Mstep: Class 38 contains 19855 members 
Mstep: Class 39 contains 21888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206848.000000 Penalty: 123093.132812
Iteration 223Q: 39 clusters Score -8.720685e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8172 members 
Mstep: Class 5 contains 21805 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 44460 members 
Mstep: Class 8 contains 10982 members 
Mstep: Class 9 contains 23483 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 13712 members 
Mstep: Class 13 contains 33026 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 21378 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 11642 members 
Mstep: Class 25 contains 19050 members 
Mstep: Class 26 contains 27547 members 
Mstep: Class 27 contains 20695 members 
Mstep: Class 28 contains 2378 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20967 members 
Mstep: Class 31 contains 20266 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17935 members 
Mstep: Class 34 contains 13665 members 
Mstep: Class 35 contains 10268 members 
Mstep: Class 36 contains 18853 members 
Mstep: Class 38 contains 20503 members 
Mstep: Class 39 contains 21585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206712.000000 Penalty: 123093.132812
Iteration 224Q: 39 clusters Score -8.720671e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 21755 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 10992 members 
Mstep: Class 9 contains 23442 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 13 contains 32848 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21349 members 
Mstep: Class 16 contains 19433 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20210 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11633 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 27475 members 
Mstep: Class 27 contains 20677 members 
Mstep: Class 28 contains 2345 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20956 members 
Mstep: Class 31 contains 20311 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17944 members 
Mstep: Class 34 contains 13455 members 
Mstep: Class 35 contains 10606 members 
Mstep: Class 36 contains 18888 members 
Mstep: Class 38 contains 20961 members 
Mstep: Class 39 contains 21271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206696.000000 Penalty: 123093.132812
Iteration 225Q: 39 clusters Score -8.72067e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8163 members 
Mstep: Class 5 contains 21738 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44439 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 23406 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 32677 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21312 members 
Mstep: Class 16 contains 19428 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20192 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 11610 members 
Mstep: Class 25 contains 19050 members 
Mstep: Class 26 contains 27401 members 
Mstep: Class 27 contains 20629 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20945 members 
Mstep: Class 31 contains 20346 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17961 members 
Mstep: Class 34 contains 13284 members 
Mstep: Class 35 contains 10948 members 
Mstep: Class 36 contains 18909 members 
Mstep: Class 38 contains 21180 members 
Mstep: Class 39 contains 21063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206880.000000 Penalty: 123093.132812
Iteration 226Q: 39 clusters Score -8.720688e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 21751 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44415 members 
Mstep: Class 8 contains 11004 members 
Mstep: Class 9 contains 23384 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 32484 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21275 members 
Mstep: Class 16 contains 19402 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20185 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 8489 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 19040 members 
Mstep: Class 26 contains 27327 members 
Mstep: Class 27 contains 20594 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20927 members 
Mstep: Class 31 contains 20384 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 17984 members 
Mstep: Class 34 contains 13137 members 
Mstep: Class 35 contains 11315 members 
Mstep: Class 36 contains 18920 members 
Mstep: Class 38 contains 21225 members 
Mstep: Class 39 contains 20918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207168.000000 Penalty: 123093.132812
Iteration 227Q: 39 clusters Score -8.720717e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8152 members 
Mstep: Class 5 contains 21755 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44419 members 
Mstep: Class 8 contains 10987 members 
Mstep: Class 9 contains 23346 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13691 members 
Mstep: Class 13 contains 32302 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21232 members 
Mstep: Class 16 contains 19397 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11595 members 
Mstep: Class 25 contains 19015 members 
Mstep: Class 26 contains 27254 members 
Mstep: Class 27 contains 20536 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20930 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18005 members 
Mstep: Class 34 contains 12963 members 
Mstep: Class 35 contains 11692 members 
Mstep: Class 36 contains 18941 members 
Mstep: Class 38 contains 21197 members 
Mstep: Class 39 contains 20845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207360.000000 Penalty: 123093.132812
Iteration 228Q: 39 clusters Score -8.720736e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8146 members 
Mstep: Class 5 contains 21748 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 44426 members 
Mstep: Class 8 contains 11007 members 
Mstep: Class 9 contains 23307 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13699 members 
Mstep: Class 13 contains 32140 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21150 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20144 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 18990 members 
Mstep: Class 26 contains 27196 members 
Mstep: Class 27 contains 20513 members 
Mstep: Class 28 contains 2186 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20923 members 
Mstep: Class 31 contains 20415 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18018 members 
Mstep: Class 34 contains 12829 members 
Mstep: Class 35 contains 12064 members 
Mstep: Class 36 contains 18964 members 
Mstep: Class 38 contains 21121 members 
Mstep: Class 39 contains 20792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207808.000000 Penalty: 123093.132812
Iteration 229Q: 39 clusters Score -8.720781e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8140 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 44434 members 
Mstep: Class 8 contains 10985 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 32006 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21089 members 
Mstep: Class 16 contains 19368 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20134 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 9432 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 18979 members 
Mstep: Class 26 contains 27117 members 
Mstep: Class 27 contains 20489 members 
Mstep: Class 28 contains 2151 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20922 members 
Mstep: Class 31 contains 20431 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18034 members 
Mstep: Class 34 contains 12719 members 
Mstep: Class 35 contains 12423 members 
Mstep: Class 36 contains 18951 members 
Mstep: Class 38 contains 21128 members 
Mstep: Class 39 contains 20711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208272.000000 Penalty: 123093.132812
Iteration 230Q: 39 clusters Score -8.720827e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 21745 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 44421 members 
Mstep: Class 8 contains 10952 members 
Mstep: Class 9 contains 23243 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 31819 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21062 members 
Mstep: Class 16 contains 19358 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20107 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 18958 members 
Mstep: Class 26 contains 27043 members 
Mstep: Class 27 contains 20480 members 
Mstep: Class 28 contains 2131 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20908 members 
Mstep: Class 31 contains 20436 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 12626 members 
Mstep: Class 35 contains 12778 members 
Mstep: Class 36 contains 18954 members 
Mstep: Class 38 contains 21140 members 
Mstep: Class 39 contains 20659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208472.000000 Penalty: 123093.132812
Iteration 231Q: 39 clusters Score -8.720847e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 21734 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 44400 members 
Mstep: Class 8 contains 10924 members 
Mstep: Class 9 contains 23204 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 31634 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21008 members 
Mstep: Class 16 contains 19342 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20090 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 11541 members 
Mstep: Class 25 contains 18926 members 
Mstep: Class 26 contains 26979 members 
Mstep: Class 27 contains 20481 members 
Mstep: Class 28 contains 2093 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20904 members 
Mstep: Class 31 contains 20472 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18074 members 
Mstep: Class 34 contains 12564 members 
Mstep: Class 35 contains 13162 members 
Mstep: Class 36 contains 18934 members 
Mstep: Class 38 contains 21123 members 
Mstep: Class 39 contains 20619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 3205.953613 but Gain 3239.289062
Score: -87209080.000000 Penalty: 119853.843750
Iteration 232Q: 38 clusters Score -8.720908e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 44385 members 
Mstep: Class 8 contains 10887 members 
Mstep: Class 9 contains 23172 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13886 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20965 members 
Mstep: Class 16 contains 19357 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20203 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 11528 members 
Mstep: Class 25 contains 19001 members 
Mstep: Class 26 contains 26902 members 
Mstep: Class 27 contains 20597 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20978 members 
Mstep: Class 31 contains 20514 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18100 members 
Mstep: Class 34 contains 12871 members 
Mstep: Class 35 contains 13540 members 
Mstep: Class 36 contains 19017 members 
Mstep: Class 38 contains 21254 members 
Mstep: Class 39 contains 20555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211392.000000 Penalty: 119853.843750
Iteration 233Q: 38 clusters Score -8.721139e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 44423 members 
Mstep: Class 8 contains 10855 members 
Mstep: Class 9 contains 23122 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13888 members 
Mstep: Class 13 contains 31311 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20937 members 
Mstep: Class 16 contains 19356 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20154 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 10999 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 18889 members 
Mstep: Class 26 contains 26810 members 
Mstep: Class 27 contains 20531 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20923 members 
Mstep: Class 31 contains 20505 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18140 members 
Mstep: Class 34 contains 12902 members 
Mstep: Class 35 contains 13877 members 
Mstep: Class 36 contains 19054 members 
Mstep: Class 38 contains 21256 members 
Mstep: Class 39 contains 20555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211672.000000 Penalty: 119853.843750
Iteration 234Q: 38 clusters Score -8.721167e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 21801 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44409 members 
Mstep: Class 8 contains 10795 members 
Mstep: Class 9 contains 23087 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 31161 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20919 members 
Mstep: Class 16 contains 19330 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20131 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 11192 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 18817 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 20511 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20881 members 
Mstep: Class 31 contains 20523 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18184 members 
Mstep: Class 34 contains 12910 members 
Mstep: Class 35 contains 14211 members 
Mstep: Class 36 contains 19066 members 
Mstep: Class 38 contains 21287 members 
Mstep: Class 39 contains 20534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211792.000000 Penalty: 119853.843750
Iteration 235Q: 38 clusters Score -8.721179e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8114 members 
Mstep: Class 5 contains 21767 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 44401 members 
Mstep: Class 8 contains 10754 members 
Mstep: Class 9 contains 23050 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 31016 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20891 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20109 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 11297 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11552 members 
Mstep: Class 25 contains 18795 members 
Mstep: Class 26 contains 26616 members 
Mstep: Class 27 contains 20502 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20846 members 
Mstep: Class 31 contains 20544 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18192 members 
Mstep: Class 34 contains 12914 members 
Mstep: Class 35 contains 14557 members 
Mstep: Class 36 contains 19077 members 
Mstep: Class 38 contains 21333 members 
Mstep: Class 39 contains 20524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211560.000000 Penalty: 119853.843750
Iteration 236Q: 38 clusters Score -8.721156e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8109 members 
Mstep: Class 5 contains 21729 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44392 members 
Mstep: Class 8 contains 10714 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 30864 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20827 members 
Mstep: Class 16 contains 19313 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20081 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 11384 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 18762 members 
Mstep: Class 26 contains 26534 members 
Mstep: Class 27 contains 20521 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20815 members 
Mstep: Class 31 contains 20556 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18208 members 
Mstep: Class 34 contains 12900 members 
Mstep: Class 35 contains 14902 members 
Mstep: Class 36 contains 19089 members 
Mstep: Class 38 contains 21385 members 
Mstep: Class 39 contains 20518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211440.000000 Penalty: 119853.843750
Iteration 237Q: 38 clusters Score -8.721144e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 21685 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 10689 members 
Mstep: Class 9 contains 23007 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 13977 members 
Mstep: Class 13 contains 30735 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20784 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20079 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 11445 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 18733 members 
Mstep: Class 26 contains 26440 members 
Mstep: Class 27 contains 20529 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20811 members 
Mstep: Class 31 contains 20566 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18216 members 
Mstep: Class 34 contains 12857 members 
Mstep: Class 35 contains 15218 members 
Mstep: Class 36 contains 19096 members 
Mstep: Class 38 contains 21442 members 
Mstep: Class 39 contains 20504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211560.000000 Penalty: 119853.843750
Iteration 238Q: 38 clusters Score -8.721156e+07 nChanged 1594
Entering ConstructFrom: 
Score: -87211560.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -201872.203125 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201872.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -202233.156250 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202233.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -202332.437500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202332.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -202388.531250 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202388.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -202467.578125 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202467.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -202513.234375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202513.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -202548.062500 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202548.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -202577.781250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202577.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -202612.968750 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -202646.906250 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202646.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -202673.750000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -202693.062500 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -202715.703125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -202736.765625 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -202751.218750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -202751.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -202765.453125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -202765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -202783.781250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -202783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -202794.750000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -202794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -202800.390625 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -202800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -202801.562500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -202801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -202801.562500 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -202801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27856.865234 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27856.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27928.240234 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27928.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27948.804688 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27948.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27948.804688 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -27948.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 203 members 
Entering Unmasked Estep 
Score: -57375.957031 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57375.96 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57815.222656 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57815.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58165.597656 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -58165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58360.632812 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -58360.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58542.585938 Penalty: 2997.145996
	Iteration 4F: 3 clusters Score -58542.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58676.101562 Penalty: 2997.145996
	Iteration 5F: 3 clusters Score -58676.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58740.417969 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58740.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58747.484375 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58747.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58772.453125 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58772.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58778.437500 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -58778.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58782.800781 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -58782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58788.179688 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -58788.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58810.992188 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -58810.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58815.191406 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -58815.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58815.191406 Penalty: 2997.145996
	Iteration 14F: 3 clusters Score -58815.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 140 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 18710 members 
Mstep: Class 26 contains 26345 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 28 contains 281 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18228 members 
Mstep: Class 34 contains 12851 members 
Mstep: Class 35 contains 15493 members 
Mstep: Class 36 contains 19108 members 
Mstep: Class 38 contains 21465 members 
Mstep: Class 39 contains 20506 members 
Entering Unmasked Estep 
Score: -87209760.000000 Penalty: 123093.132812
Splitting cluster 3 changes total score from -87211560.000000 to -87209760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -1468605.750000 Penalty: 2231.936035
	Iteration 0F: 2 clusters Score -1468606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1462183.625000 Penalty: 4463.872070
	Iteration 0F: 3 clusters Score -1462184 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1463992.625000 Penalty: 4463.872070
	Iteration 1F: 3 clusters Score -1463993 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1464440.875000 Penalty: 4463.872070
	Iteration 2F: 3 clusters Score -1464441 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1464872.250000 Penalty: 4463.872070
	Iteration 3F: 3 clusters Score -1464872 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1465275.000000 Penalty: 4463.872070
	Iteration 4F: 3 clusters Score -1465275 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1465530.625000 Penalty: 4463.872070
	Iteration 5F: 3 clusters Score -1465531 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1465728.875000 Penalty: 4463.872070
	Iteration 6Q: 3 clusters Score -1465729 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1465888.125000 Penalty: 4463.872070
	Iteration 7Q: 3 clusters Score -1465888 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1466029.125000 Penalty: 4463.872070
	Iteration 8Q: 3 clusters Score -1466029 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1466166.000000 Penalty: 4463.872070
	Iteration 9Q: 3 clusters Score -1466166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1466307.000000 Penalty: 4463.872070
	Iteration 10Q: 3 clusters Score -1466307 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1466453.625000 Penalty: 4463.872070
	Iteration 11Q: 3 clusters Score -1466454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1466629.250000 Penalty: 4463.872070
	Iteration 12Q: 3 clusters Score -1466629 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1466807.750000 Penalty: 4463.872070
	Iteration 13Q: 3 clusters Score -1466808 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1466961.250000 Penalty: 4463.872070
	Iteration 14Q: 3 clusters Score -1466961 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1467105.250000 Penalty: 4463.872070
	Iteration 15Q: 3 clusters Score -1467105 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1467232.625000 Penalty: 4463.872070
	Iteration 16Q: 3 clusters Score -1467233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1467352.750000 Penalty: 4463.872070
	Iteration 17Q: 3 clusters Score -1467353 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1467473.750000 Penalty: 4463.872070
	Iteration 18Q: 3 clusters Score -1467474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1467589.250000 Penalty: 4463.872070
	Iteration 19Q: 3 clusters Score -1467589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1467699.875000 Penalty: 4463.872070
	Iteration 20F: 3 clusters Score -1467700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1467794.625000 Penalty: 4463.872070
	Iteration 21Q: 3 clusters Score -1467795 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1467873.125000 Penalty: 4463.872070
	Iteration 22Q: 3 clusters Score -1467873 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1467931.750000 Penalty: 4463.872070
	Iteration 23Q: 3 clusters Score -1467932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1467974.125000 Penalty: 4463.872070
	Iteration 24Q: 3 clusters Score -1467974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1468004.500000 Penalty: 4463.872070
	Iteration 25Q: 3 clusters Score -1468004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1468019.875000 Penalty: 4463.872070
	Iteration 26Q: 3 clusters Score -1468020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1468033.000000 Penalty: 4463.872070
	Iteration 27Q: 3 clusters Score -1468033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1468040.625000 Penalty: 4463.872070
	Iteration 28Q: 3 clusters Score -1468041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1468048.875000 Penalty: 4463.872070
	Iteration 29Q: 3 clusters Score -1468049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1468052.125000 Penalty: 4463.872070
	Iteration 30Q: 3 clusters Score -1468052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1468056.250000 Penalty: 4463.872070
	Iteration 31Q: 3 clusters Score -1468056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1468058.625000 Penalty: 4463.872070
	Iteration 32Q: 3 clusters Score -1468059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1468058.375000 Penalty: 4463.872070
	Iteration 33Q: 3 clusters Score -1468058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1468059.250000 Penalty: 4463.872070
	Iteration 34Q: 3 clusters Score -1468059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1468059.875000 Penalty: 4463.872070
	Iteration 35Q: 3 clusters Score -1468060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1468059.875000 Penalty: 4463.872070
	Iteration 36F: 3 clusters Score -1468060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Entering Unmasked Estep 
Score: -4048032.750000 Penalty: 2475.552979
	Iteration 0F: 2 clusters Score -4048033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4033882.500000 Penalty: 4951.105957
	Iteration 0F: 3 clusters Score -4033882 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4039088.500000 Penalty: 4951.105957
	Iteration 1F: 3 clusters Score -4039088 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4039473.250000 Penalty: 4951.105957
	Iteration 2F: 3 clusters Score -4039473 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4039799.750000 Penalty: 4951.105957
	Iteration 3Q: 3 clusters Score -4039800 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4040078.000000 Penalty: 4951.105957
	Iteration 4Q: 3 clusters Score -4040078 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4040336.500000 Penalty: 4951.105957
	Iteration 5Q: 3 clusters Score -4040336 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4040574.750000 Penalty: 4951.105957
	Iteration 6Q: 3 clusters Score -4040575 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4040824.750000 Penalty: 4951.105957
	Iteration 7Q: 3 clusters Score -4040825 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4041112.750000 Penalty: 4951.105957
	Iteration 8Q: 3 clusters Score -4041113 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4041495.750000 Penalty: 4951.105957
	Iteration 9Q: 3 clusters Score -4041496 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4041944.500000 Penalty: 4951.105957
	Iteration 10Q: 3 clusters Score -4041944 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4042504.750000 Penalty: 4951.105957
	Iteration 11Q: 3 clusters Score -4042505 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4043241.000000 Penalty: 4951.105957
	Iteration 12Q: 3 clusters Score -4043241 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4044010.500000 Penalty: 4951.105957
	Iteration 13F: 3 clusters Score -4044010 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4044694.000000 Penalty: 4951.105957
	Iteration 14Q: 3 clusters Score -4044694 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4045126.000000 Penalty: 4951.105957
	Iteration 15Q: 3 clusters Score -4045126 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4045397.750000 Penalty: 4951.105957
	Iteration 16Q: 3 clusters Score -4045398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4045634.000000 Penalty: 4951.105957
	Iteration 17Q: 3 clusters Score -4045634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4045741.750000 Penalty: 4951.105957
	Iteration 18Q: 3 clusters Score -4045742 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4045802.500000 Penalty: 4951.105957
	Iteration 19Q: 3 clusters Score -4045802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4045867.750000 Penalty: 4951.105957
	Iteration 20F: 3 clusters Score -4045868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4045904.250000 Penalty: 4951.105957
	Iteration 21Q: 3 clusters Score -4045904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4045946.000000 Penalty: 4951.105957
	Iteration 22Q: 3 clusters Score -4045946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4045963.500000 Penalty: 4951.105957
	Iteration 23Q: 3 clusters Score -4045964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4045975.500000 Penalty: 4951.105957
	Iteration 24Q: 3 clusters Score -4045976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4045986.750000 Penalty: 4951.105957
	Iteration 25Q: 3 clusters Score -4045987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4045992.750000 Penalty: 4951.105957
	Iteration 26Q: 3 clusters Score -4045993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4046004.750000 Penalty: 4951.105957
	Iteration 27Q: 3 clusters Score -4046005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4046009.750000 Penalty: 4951.105957
	Iteration 28Q: 3 clusters Score -4046010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4046011.750000 Penalty: 4951.105957
	Iteration 29Q: 3 clusters Score -4046012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4046016.250000 Penalty: 4951.105957
	Iteration 30Q: 3 clusters Score -4046016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4046014.500000 Penalty: 4951.105957
	Iteration 31Q: 3 clusters Score -4046014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4046023.500000 Penalty: 4951.105957
	Iteration 32Q: 3 clusters Score -4046024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4046035.000000 Penalty: 4951.105957
	Iteration 33Q: 3 clusters Score -4046035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4046039.000000 Penalty: 4951.105957
	Iteration 34Q: 3 clusters Score -4046039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4046045.000000 Penalty: 4951.105957
	Iteration 35Q: 3 clusters Score -4046045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4046050.500000 Penalty: 4951.105957
	Iteration 36Q: 3 clusters Score -4046050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4046050.750000 Penalty: 4951.105957
	Iteration 37Q: 3 clusters Score -4046051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4046058.250000 Penalty: 4951.105957
	Iteration 38Q: 3 clusters Score -4046058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4046059.750000 Penalty: 4951.105957
	Iteration 39Q: 3 clusters Score -4046060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4046061.000000 Penalty: 4951.105957
	Iteration 40F: 3 clusters Score -4046061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4046067.250000 Penalty: 4951.105957
	Iteration 41Q: 3 clusters Score -4046067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4046075.000000 Penalty: 4951.105957
	Iteration 42Q: 3 clusters Score -4046075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4046071.500000 Penalty: 4951.105957
	Iteration 43Q: 3 clusters Score -4046072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4046073.500000 Penalty: 4951.105957
	Iteration 44Q: 3 clusters Score -4046074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4046074.750000 Penalty: 4951.105957
	Iteration 45Q: 3 clusters Score -4046075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4046073.000000 Penalty: 4951.105957
	Iteration 46Q: 3 clusters Score -4046073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4046079.500000 Penalty: 4951.105957
	Iteration 47Q: 3 clusters Score -4046080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4046076.000000 Penalty: 4951.105957
	Iteration 48Q: 3 clusters Score -4046076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4046079.500000 Penalty: 4951.105957
	Iteration 49Q: 3 clusters Score -4046080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4046081.750000 Penalty: 4951.105957
	Iteration 50Q: 3 clusters Score -4046082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4046083.500000 Penalty: 4951.105957
	Iteration 51Q: 3 clusters Score -4046084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4046085.750000 Penalty: 4951.105957
	Iteration 52Q: 3 clusters Score -4046086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4046085.750000 Penalty: 4951.105957
	Iteration 53F: 3 clusters Score -4046086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -687306.687500 Penalty: 2055.306885
	Iteration 0F: 2 clusters Score -687306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -683379.250000 Penalty: 4110.613770
	Iteration 0F: 3 clusters Score -683379.2 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -684183.500000 Penalty: 4110.613770
	Iteration 1F: 3 clusters Score -684183.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -684395.937500 Penalty: 4110.613770
	Iteration 2F: 3 clusters Score -684395.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -684528.250000 Penalty: 4110.613770
	Iteration 3F: 3 clusters Score -684528.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -684634.062500 Penalty: 4110.613770
	Iteration 4Q: 3 clusters Score -684634.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -684719.437500 Penalty: 4110.613770
	Iteration 5Q: 3 clusters Score -684719.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -684778.062500 Penalty: 4110.613770
	Iteration 6Q: 3 clusters Score -684778.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -684814.687500 Penalty: 4110.613770
	Iteration 7Q: 3 clusters Score -684814.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -684855.562500 Penalty: 4110.613770
	Iteration 8Q: 3 clusters Score -684855.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -684888.500000 Penalty: 4110.613770
	Iteration 9Q: 3 clusters Score -684888.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -684920.812500 Penalty: 4110.613770
	Iteration 10Q: 3 clusters Score -684920.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -684947.812500 Penalty: 4110.613770
	Iteration 11Q: 3 clusters Score -684947.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -684974.687500 Penalty: 4110.613770
	Iteration 12Q: 3 clusters Score -684974.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -685001.437500 Penalty: 4110.613770
	Iteration 13Q: 3 clusters Score -685001.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -685028.500000 Penalty: 4110.613770
	Iteration 14Q: 3 clusters Score -685028.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -685055.562500 Penalty: 4110.613770
	Iteration 15Q: 3 clusters Score -685055.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -685093.812500 Penalty: 4110.613770
	Iteration 16Q: 3 clusters Score -685093.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -685136.437500 Penalty: 4110.613770
	Iteration 17Q: 3 clusters Score -685136.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -685178.750000 Penalty: 4110.613770
	Iteration 18Q: 3 clusters Score -685178.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -685217.312500 Penalty: 4110.613770
	Iteration 19Q: 3 clusters Score -685217.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -685253.625000 Penalty: 4110.613770
	Iteration 20F: 3 clusters Score -685253.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -685296.812500 Penalty: 4110.613770
	Iteration 21Q: 3 clusters Score -685296.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -685336.312500 Penalty: 4110.613770
	Iteration 22Q: 3 clusters Score -685336.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -685363.125000 Penalty: 4110.613770
	Iteration 23Q: 3 clusters Score -685363.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -685389.000000 Penalty: 4110.613770
	Iteration 24Q: 3 clusters Score -685389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -685418.375000 Penalty: 4110.613770
	Iteration 25Q: 3 clusters Score -685418.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -685440.500000 Penalty: 4110.613770
	Iteration 26Q: 3 clusters Score -685440.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -685462.187500 Penalty: 4110.613770
	Iteration 27Q: 3 clusters Score -685462.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -685486.437500 Penalty: 4110.613770
	Iteration 28Q: 3 clusters Score -685486.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -685502.937500 Penalty: 4110.613770
	Iteration 29Q: 3 clusters Score -685502.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -685516.875000 Penalty: 4110.613770
	Iteration 30Q: 3 clusters Score -685516.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -685527.000000 Penalty: 4110.613770
	Iteration 31Q: 3 clusters Score -685527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -685533.750000 Penalty: 4110.613770
	Iteration 32Q: 3 clusters Score -685533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -685543.312500 Penalty: 4110.613770
	Iteration 33Q: 3 clusters Score -685543.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -685552.250000 Penalty: 4110.613770
	Iteration 34Q: 3 clusters Score -685552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -685559.875000 Penalty: 4110.613770
	Iteration 35Q: 3 clusters Score -685559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -685564.500000 Penalty: 4110.613770
	Iteration 36Q: 3 clusters Score -685564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -685569.312500 Penalty: 4110.613770
	Iteration 37Q: 3 clusters Score -685569.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -685575.062500 Penalty: 4110.613770
	Iteration 38Q: 3 clusters Score -685575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -685583.562500 Penalty: 4110.613770
	Iteration 39Q: 3 clusters Score -685583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -685591.500000 Penalty: 4110.613770
	Iteration 40F: 3 clusters Score -685591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -685598.500000 Penalty: 4110.613770
	Iteration 41Q: 3 clusters Score -685598.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -685604.875000 Penalty: 4110.613770
	Iteration 42Q: 3 clusters Score -685604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -685606.062500 Penalty: 4110.613770
	Iteration 43Q: 3 clusters Score -685606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -685609.250000 Penalty: 4110.613770
	Iteration 44Q: 3 clusters Score -685609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -685612.062500 Penalty: 4110.613770
	Iteration 45Q: 3 clusters Score -685612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -685616.625000 Penalty: 4110.613770
	Iteration 46Q: 3 clusters Score -685616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -685621.437500 Penalty: 4110.613770
	Iteration 47Q: 3 clusters Score -685621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -685622.187500 Penalty: 4110.613770
	Iteration 48Q: 3 clusters Score -685622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -685623.187500 Penalty: 4110.613770
	Iteration 49Q: 3 clusters Score -685623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -685624.875000 Penalty: 4110.613770
	Iteration 50Q: 3 clusters Score -685624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -685626.062500 Penalty: 4110.613770
	Iteration 51Q: 3 clusters Score -685626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -685626.062500 Penalty: 4110.613770
	Iteration 52F: 3 clusters Score -685626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Entering Unmasked Estep 
Score: -7863779.500000 Penalty: 2653.813232
	Iteration 0F: 2 clusters Score -7863780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -7838624.500000 Penalty: 5307.626465
	Iteration 0F: 3 clusters Score -7838624 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -7849679.500000 Penalty: 5307.626465
	Iteration 1F: 3 clusters Score -7849680 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7850124.500000 Penalty: 5307.626465
	Iteration 2Q: 3 clusters Score -7850124 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -7850582.500000 Penalty: 5307.626465
	Iteration 3Q: 3 clusters Score -7850582 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -7851115.500000 Penalty: 5307.626465
	Iteration 4Q: 3 clusters Score -7851116 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -7851814.500000 Penalty: 5307.626465
	Iteration 5Q: 3 clusters Score -7851814 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -7852830.000000 Penalty: 5307.626465
	Iteration 6Q: 3 clusters Score -7852830 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -7854281.000000 Penalty: 5307.626465
	Iteration 7F: 3 clusters Score -7854281 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -7856384.000000 Penalty: 5307.626465
	Iteration 8F: 3 clusters Score -7856384 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -7858677.000000 Penalty: 5307.626465
	Iteration 9F: 3 clusters Score -7858677 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7860082.000000 Penalty: 5307.626465
	Iteration 10F: 3 clusters Score -7860082 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7860645.000000 Penalty: 5307.626465
	Iteration 11Q: 3 clusters Score -7860645 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7860942.000000 Penalty: 5307.626465
	Iteration 12Q: 3 clusters Score -7860942 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7861098.500000 Penalty: 5307.626465
	Iteration 13Q: 3 clusters Score -7861098 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7861182.500000 Penalty: 5307.626465
	Iteration 14Q: 3 clusters Score -7861182 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7861284.500000 Penalty: 5307.626465
	Iteration 15Q: 3 clusters Score -7861284 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7861349.500000 Penalty: 5307.626465
	Iteration 16Q: 3 clusters Score -7861350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7861398.500000 Penalty: 5307.626465
	Iteration 17Q: 3 clusters Score -7861398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7861425.500000 Penalty: 5307.626465
	Iteration 18Q: 3 clusters Score -7861426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7861444.000000 Penalty: 5307.626465
	Iteration 19Q: 3 clusters Score -7861444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7861485.500000 Penalty: 5307.626465
	Iteration 20F: 3 clusters Score -7861486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7861502.500000 Penalty: 5307.626465
	Iteration 21Q: 3 clusters Score -7861502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7861517.000000 Penalty: 5307.626465
	Iteration 22Q: 3 clusters Score -7861517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7861522.500000 Penalty: 5307.626465
	Iteration 23Q: 3 clusters Score -7861522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7861546.000000 Penalty: 5307.626465
	Iteration 24Q: 3 clusters Score -7861546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7861556.000000 Penalty: 5307.626465
	Iteration 25Q: 3 clusters Score -7861556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7861563.500000 Penalty: 5307.626465
	Iteration 26Q: 3 clusters Score -7861564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7861562.500000 Penalty: 5307.626465
	Iteration 27Q: 3 clusters Score -7861562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7861572.500000 Penalty: 5307.626465
	Iteration 28Q: 3 clusters Score -7861572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7861590.000000 Penalty: 5307.626465
	Iteration 29Q: 3 clusters Score -7861590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7861598.500000 Penalty: 5307.626465
	Iteration 30Q: 3 clusters Score -7861598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7861604.500000 Penalty: 5307.626465
	Iteration 31Q: 3 clusters Score -7861604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7861605.000000 Penalty: 5307.626465
	Iteration 32Q: 3 clusters Score -7861605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7861604.000000 Penalty: 5307.626465
	Iteration 33Q: 3 clusters Score -7861604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7861614.000000 Penalty: 5307.626465
	Iteration 34Q: 3 clusters Score -7861614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7861613.500000 Penalty: 5307.626465
	Iteration 35Q: 3 clusters Score -7861614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7861619.500000 Penalty: 5307.626465
	Iteration 36Q: 3 clusters Score -7861620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7861616.000000 Penalty: 5307.626465
	Iteration 37Q: 3 clusters Score -7861616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7861627.000000 Penalty: 5307.626465
	Iteration 38Q: 3 clusters Score -7861627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7861624.000000 Penalty: 5307.626465
	Iteration 39Q: 3 clusters Score -7861624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7861626.500000 Penalty: 5307.626465
	Iteration 40F: 3 clusters Score -7861626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7861627.000000 Penalty: 5307.626465
	Iteration 41Q: 3 clusters Score -7861627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7861632.000000 Penalty: 5307.626465
	Iteration 42Q: 3 clusters Score -7861632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7861624.000000 Penalty: 5307.626465
	Iteration 43Q: 3 clusters Score -7861624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7861624.000000 Penalty: 5307.626465
	Iteration 44F: 3 clusters Score -7861624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -2112181.000000 Penalty: 2299.875488
	Iteration 0F: 2 clusters Score -2112181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2104191.250000 Penalty: 4599.750977
	Iteration 0F: 3 clusters Score -2104191 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2106539.750000 Penalty: 4599.750977
	Iteration 1F: 3 clusters Score -2106540 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2106816.500000 Penalty: 4599.750977
	Iteration 2F: 3 clusters Score -2106816 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2107022.750000 Penalty: 4599.750977
	Iteration 3Q: 3 clusters Score -2107023 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2107170.000000 Penalty: 4599.750977
	Iteration 4Q: 3 clusters Score -2107170 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2107317.750000 Penalty: 4599.750977
	Iteration 5Q: 3 clusters Score -2107318 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2107492.250000 Penalty: 4599.750977
	Iteration 6Q: 3 clusters Score -2107492 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2107693.000000 Penalty: 4599.750977
	Iteration 7Q: 3 clusters Score -2107693 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2107931.750000 Penalty: 4599.750977
	Iteration 8Q: 3 clusters Score -2107932 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2108253.750000 Penalty: 4599.750977
	Iteration 9Q: 3 clusters Score -2108254 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2108603.750000 Penalty: 4599.750977
	Iteration 10Q: 3 clusters Score -2108604 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2108971.000000 Penalty: 4599.750977
	Iteration 11Q: 3 clusters Score -2108971 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2109287.000000 Penalty: 4599.750977
	Iteration 12Q: 3 clusters Score -2109287 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2109532.250000 Penalty: 4599.750977
	Iteration 13Q: 3 clusters Score -2109532 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2109726.250000 Penalty: 4599.750977
	Iteration 14Q: 3 clusters Score -2109726 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2109881.500000 Penalty: 4599.750977
	Iteration 15Q: 3 clusters Score -2109882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2109990.250000 Penalty: 4599.750977
	Iteration 16Q: 3 clusters Score -2109990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2110067.000000 Penalty: 4599.750977
	Iteration 17Q: 3 clusters Score -2110067 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2110118.000000 Penalty: 4599.750977
	Iteration 18Q: 3 clusters Score -2110118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2110142.750000 Penalty: 4599.750977
	Iteration 19Q: 3 clusters Score -2110143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2110158.250000 Penalty: 4599.750977
	Iteration 20F: 3 clusters Score -2110158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2110173.250000 Penalty: 4599.750977
	Iteration 21Q: 3 clusters Score -2110173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2110183.000000 Penalty: 4599.750977
	Iteration 22Q: 3 clusters Score -2110183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2110190.750000 Penalty: 4599.750977
	Iteration 23Q: 3 clusters Score -2110191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2110193.500000 Penalty: 4599.750977
	Iteration 24Q: 3 clusters Score -2110194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2110196.000000 Penalty: 4599.750977
	Iteration 25Q: 3 clusters Score -2110196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2110203.500000 Penalty: 4599.750977
	Iteration 26Q: 3 clusters Score -2110204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2110201.750000 Penalty: 4599.750977
	Iteration 27Q: 3 clusters Score -2110202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2110203.250000 Penalty: 4599.750977
	Iteration 28Q: 3 clusters Score -2110203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2110209.000000 Penalty: 4599.750977
	Iteration 29Q: 3 clusters Score -2110209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2110217.750000 Penalty: 4599.750977
	Iteration 30Q: 3 clusters Score -2110218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2110221.000000 Penalty: 4599.750977
	Iteration 31Q: 3 clusters Score -2110221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2110226.000000 Penalty: 4599.750977
	Iteration 32Q: 3 clusters Score -2110226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2110233.250000 Penalty: 4599.750977
	Iteration 33Q: 3 clusters Score -2110233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2110238.750000 Penalty: 4599.750977
	Iteration 34Q: 3 clusters Score -2110239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2110242.250000 Penalty: 4599.750977
	Iteration 35Q: 3 clusters Score -2110242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2110244.500000 Penalty: 4599.750977
	Iteration 36Q: 3 clusters Score -2110244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2110244.500000 Penalty: 4599.750977
	Iteration 37Q: 3 clusters Score -2110244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2110244.500000 Penalty: 4599.750977
	Iteration 38F: 3 clusters Score -2110244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Entering Unmasked Estep 
Score: -4296618.000000 Penalty: 2490.531494
	Iteration 0F: 2 clusters Score -4296618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4280976.000000 Penalty: 4981.062988
	Iteration 0F: 3 clusters Score -4280976 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4286518.500000 Penalty: 4981.062988
	Iteration 1F: 3 clusters Score -4286518 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4286862.000000 Penalty: 4981.062988
	Iteration 2Q: 3 clusters Score -4286862 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4287103.500000 Penalty: 4981.062988
	Iteration 3Q: 3 clusters Score -4287104 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4287362.500000 Penalty: 4981.062988
	Iteration 4Q: 3 clusters Score -4287362 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4287629.000000 Penalty: 4981.062988
	Iteration 5Q: 3 clusters Score -4287629 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4288007.500000 Penalty: 4981.062988
	Iteration 6Q: 3 clusters Score -4288008 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4288548.000000 Penalty: 4981.062988
	Iteration 7Q: 3 clusters Score -4288548 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4289346.000000 Penalty: 4981.062988
	Iteration 8F: 3 clusters Score -4289346 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4290462.500000 Penalty: 4981.062988
	Iteration 9F: 3 clusters Score -4290462 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4291819.000000 Penalty: 4981.062988
	Iteration 10F: 3 clusters Score -4291819 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4292935.500000 Penalty: 4981.062988
	Iteration 11F: 3 clusters Score -4292936 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4293730.000000 Penalty: 4981.062988
	Iteration 12Q: 3 clusters Score -4293730 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4294153.000000 Penalty: 4981.062988
	Iteration 13Q: 3 clusters Score -4294153 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4294383.000000 Penalty: 4981.062988
	Iteration 14Q: 3 clusters Score -4294383 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4294507.000000 Penalty: 4981.062988
	Iteration 15Q: 3 clusters Score -4294507 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4294573.500000 Penalty: 4981.062988
	Iteration 16Q: 3 clusters Score -4294574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4294626.500000 Penalty: 4981.062988
	Iteration 17Q: 3 clusters Score -4294626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4294662.500000 Penalty: 4981.062988
	Iteration 18Q: 3 clusters Score -4294662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4294688.500000 Penalty: 4981.062988
	Iteration 19Q: 3 clusters Score -4294688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4294727.000000 Penalty: 4981.062988
	Iteration 20F: 3 clusters Score -4294727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4294751.000000 Penalty: 4981.062988
	Iteration 21Q: 3 clusters Score -4294751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4294779.500000 Penalty: 4981.062988
	Iteration 22Q: 3 clusters Score -4294780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4294799.000000 Penalty: 4981.062988
	Iteration 23Q: 3 clusters Score -4294799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4294805.000000 Penalty: 4981.062988
	Iteration 24Q: 3 clusters Score -4294805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4294813.500000 Penalty: 4981.062988
	Iteration 25Q: 3 clusters Score -4294814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4294821.500000 Penalty: 4981.062988
	Iteration 26Q: 3 clusters Score -4294822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4294822.500000 Penalty: 4981.062988
	Iteration 27Q: 3 clusters Score -4294822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4294817.000000 Penalty: 4981.062988
	Iteration 28Q: 3 clusters Score -4294817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4294818.500000 Penalty: 4981.062988
	Iteration 29Q: 3 clusters Score -4294818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4294820.000000 Penalty: 4981.062988
	Iteration 30Q: 3 clusters Score -4294820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4294820.000000 Penalty: 4981.062988
	Iteration 31F: 3 clusters Score -4294820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -80619.984375 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -80619.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -79171.273438 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -79171.27 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79392.601562 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -79392.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -79489.656250 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -79489.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79535.250000 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -79535.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79577.109375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -79577.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -79611.882812 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -79611.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79637.812500 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -79637.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -79649.257812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -79649.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79689.406250 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -79689.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79731.539062 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -79731.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -79751.687500 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -79751.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79761.375000 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -79761.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79771.515625 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -79771.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79777.421875 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -79777.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79777.421875 Penalty: 3089.341309
	Iteration 14F: 3 clusters Score -79777.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -370883.031250 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -370883 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 1070 members 
Entering Unmasked Estep 
Score: -368267.125000 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -368267.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -368970.156250 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -368970.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -369239.312500 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -369239.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -369408.531250 Penalty: 3806.610107
	Iteration 3F: 3 clusters Score -369408.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -369543.937500 Penalty: 3806.610107
	Iteration 4F: 3 clusters Score -369543.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -369662.781250 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -369662.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -369736.718750 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -369736.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -369776.750000 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -369776.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -369802.812500 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -369802.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -369832.125000 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -369832.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369851.406250 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -369851.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369863.906250 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -369863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -369870.062500 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -369870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369875.062500 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -369875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369880.687500 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -369880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369885.437500 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -369885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -369890.250000 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -369890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -369897.375000 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -369897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -369905.312500 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -369905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -369909.562500 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -369909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -369910.906250 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -369910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -369913.375000 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -369913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -369917.843750 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -369917.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -369924.156250 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -369924.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -369927.125000 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -369927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -369932.437500 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -369932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -369936.875000 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -369936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -369938.312500 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -369938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -369940.843750 Penalty: 3806.610107
	Iteration 28Q: 3 clusters Score -369940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -369940.843750 Penalty: 3806.610107
	Iteration 29F: 3 clusters Score -369940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Entering Unmasked Estep 
Score: -2748673.500000 Penalty: 2367.928223
	Iteration 0F: 2 clusters Score -2748674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2738530.750000 Penalty: 4735.856445
	Iteration 0F: 3 clusters Score -2738531 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2741780.750000 Penalty: 4735.856445
	Iteration 1F: 3 clusters Score -2741781 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2742124.000000 Penalty: 4735.856445
	Iteration 2F: 3 clusters Score -2742124 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2742360.500000 Penalty: 4735.856445
	Iteration 3Q: 3 clusters Score -2742360 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2742538.000000 Penalty: 4735.856445
	Iteration 4Q: 3 clusters Score -2742538 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2742693.250000 Penalty: 4735.856445
	Iteration 5Q: 3 clusters Score -2742693 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2742840.250000 Penalty: 4735.856445
	Iteration 6Q: 3 clusters Score -2742840 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2743032.000000 Penalty: 4735.856445
	Iteration 7Q: 3 clusters Score -2743032 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2743242.750000 Penalty: 4735.856445
	Iteration 8Q: 3 clusters Score -2743243 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2743515.000000 Penalty: 4735.856445
	Iteration 9Q: 3 clusters Score -2743515 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2743824.000000 Penalty: 4735.856445
	Iteration 10Q: 3 clusters Score -2743824 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2744226.500000 Penalty: 4735.856445
	Iteration 11Q: 3 clusters Score -2744226 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2744717.000000 Penalty: 4735.856445
	Iteration 12Q: 3 clusters Score -2744717 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2745203.500000 Penalty: 4735.856445
	Iteration 13Q: 3 clusters Score -2745204 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2745616.500000 Penalty: 4735.856445
	Iteration 14Q: 3 clusters Score -2745616 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2745940.250000 Penalty: 4735.856445
	Iteration 15Q: 3 clusters Score -2745940 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2746148.750000 Penalty: 4735.856445
	Iteration 16Q: 3 clusters Score -2746149 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2746304.750000 Penalty: 4735.856445
	Iteration 17Q: 3 clusters Score -2746305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2746406.500000 Penalty: 4735.856445
	Iteration 18Q: 3 clusters Score -2746406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2746480.750000 Penalty: 4735.856445
	Iteration 19Q: 3 clusters Score -2746481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2746511.250000 Penalty: 4735.856445
	Iteration 20F: 3 clusters Score -2746511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2746541.000000 Penalty: 4735.856445
	Iteration 21Q: 3 clusters Score -2746541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2746566.250000 Penalty: 4735.856445
	Iteration 22Q: 3 clusters Score -2746566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2746584.000000 Penalty: 4735.856445
	Iteration 23Q: 3 clusters Score -2746584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2746596.750000 Penalty: 4735.856445
	Iteration 24Q: 3 clusters Score -2746597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2746604.500000 Penalty: 4735.856445
	Iteration 25Q: 3 clusters Score -2746604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2746609.500000 Penalty: 4735.856445
	Iteration 26Q: 3 clusters Score -2746610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2746618.750000 Penalty: 4735.856445
	Iteration 27Q: 3 clusters Score -2746619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2746624.000000 Penalty: 4735.856445
	Iteration 28Q: 3 clusters Score -2746624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2746633.000000 Penalty: 4735.856445
	Iteration 29Q: 3 clusters Score -2746633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2746632.500000 Penalty: 4735.856445
	Iteration 30Q: 3 clusters Score -2746632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2746637.750000 Penalty: 4735.856445
	Iteration 31Q: 3 clusters Score -2746638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2746644.250000 Penalty: 4735.856445
	Iteration 32Q: 3 clusters Score -2746644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2746651.250000 Penalty: 4735.856445
	Iteration 33Q: 3 clusters Score -2746651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2746651.250000 Penalty: 4735.856445
	Iteration 34F: 3 clusters Score -2746651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Entering Unmasked Estep 
Score: -5731865.500000 Penalty: 2561.555664
	Iteration 0F: 2 clusters Score -5731866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5712049.000000 Penalty: 5123.111328
	Iteration 0F: 3 clusters Score -5712049 nChanged 13803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5719471.500000 Penalty: 5123.111328
	Iteration 1F: 3 clusters Score -5719472 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5720067.000000 Penalty: 5123.111328
	Iteration 2Q: 3 clusters Score -5720067 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5720689.000000 Penalty: 5123.111328
	Iteration 3Q: 3 clusters Score -5720689 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5721321.500000 Penalty: 5123.111328
	Iteration 4Q: 3 clusters Score -5721322 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5722060.500000 Penalty: 5123.111328
	Iteration 5Q: 3 clusters Score -5722060 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5722899.500000 Penalty: 5123.111328
	Iteration 6F: 3 clusters Score -5722900 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5723874.500000 Penalty: 5123.111328
	Iteration 7F: 3 clusters Score -5723874 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -5725082.000000 Penalty: 5123.111328
	Iteration 8F: 3 clusters Score -5725082 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5726134.000000 Penalty: 5123.111328
	Iteration 9F: 3 clusters Score -5726134 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5727062.000000 Penalty: 5123.111328
	Iteration 10Q: 3 clusters Score -5727062 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -5727474.500000 Penalty: 5123.111328
	Iteration 11Q: 3 clusters Score -5727474 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -5727724.500000 Penalty: 5123.111328
	Iteration 12Q: 3 clusters Score -5727724 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -5727893.000000 Penalty: 5123.111328
	Iteration 13Q: 3 clusters Score -5727893 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5728008.000000 Penalty: 5123.111328
	Iteration 14Q: 3 clusters Score -5728008 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5728127.500000 Penalty: 5123.111328
	Iteration 15Q: 3 clusters Score -5728128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5728196.000000 Penalty: 5123.111328
	Iteration 16Q: 3 clusters Score -5728196 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5728272.500000 Penalty: 5123.111328
	Iteration 17Q: 3 clusters Score -5728272 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5728375.000000 Penalty: 5123.111328
	Iteration 18Q: 3 clusters Score -5728375 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5728434.000000 Penalty: 5123.111328
	Iteration 19Q: 3 clusters Score -5728434 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -5728536.000000 Penalty: 5123.111328
	Iteration 20F: 3 clusters Score -5728536 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5728637.500000 Penalty: 5123.111328
	Iteration 21Q: 3 clusters Score -5728638 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5728724.500000 Penalty: 5123.111328
	Iteration 22Q: 3 clusters Score -5728724 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5728749.500000 Penalty: 5123.111328
	Iteration 23Q: 3 clusters Score -5728750 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5728763.000000 Penalty: 5123.111328
	Iteration 24Q: 3 clusters Score -5728763 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5728817.500000 Penalty: 5123.111328
	Iteration 25Q: 3 clusters Score -5728818 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5728856.500000 Penalty: 5123.111328
	Iteration 26Q: 3 clusters Score -5728856 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -5728875.500000 Penalty: 5123.111328
	Iteration 27Q: 3 clusters Score -5728876 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5728875.000000 Penalty: 5123.111328
	Iteration 28Q: 3 clusters Score -5728875 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5728924.000000 Penalty: 5123.111328
	Iteration 29Q: 3 clusters Score -5728924 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5729015.500000 Penalty: 5123.111328
	Iteration 30Q: 3 clusters Score -5729016 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5729090.500000 Penalty: 5123.111328
	Iteration 31Q: 3 clusters Score -5729090 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -5729170.500000 Penalty: 5123.111328
	Iteration 32Q: 3 clusters Score -5729170 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -5729213.000000 Penalty: 5123.111328
	Iteration 33Q: 3 clusters Score -5729213 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -5729241.500000 Penalty: 5123.111328
	Iteration 34Q: 3 clusters Score -5729242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5729285.000000 Penalty: 5123.111328
	Iteration 35Q: 3 clusters Score -5729285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5729349.500000 Penalty: 5123.111328
	Iteration 36Q: 3 clusters Score -5729350 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5729401.000000 Penalty: 5123.111328
	Iteration 37Q: 3 clusters Score -5729401 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5729422.500000 Penalty: 5123.111328
	Iteration 38Q: 3 clusters Score -5729422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5729435.000000 Penalty: 5123.111328
	Iteration 39Q: 3 clusters Score -5729435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5729576.000000 Penalty: 5123.111328
	Iteration 40F: 3 clusters Score -5729576 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5729611.500000 Penalty: 5123.111328
	Iteration 41Q: 3 clusters Score -5729612 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5729649.500000 Penalty: 5123.111328
	Iteration 42Q: 3 clusters Score -5729650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -5729684.500000 Penalty: 5123.111328
	Iteration 43Q: 3 clusters Score -5729684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -5729715.500000 Penalty: 5123.111328
	Iteration 44Q: 3 clusters Score -5729716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -5729733.500000 Penalty: 5123.111328
	Iteration 45Q: 3 clusters Score -5729734 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5729762.000000 Penalty: 5123.111328
	Iteration 46Q: 3 clusters Score -5729762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5729762.000000 Penalty: 5123.111328
	Iteration 47Q: 3 clusters Score -5729762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -5729764.500000 Penalty: 5123.111328
	Iteration 48Q: 3 clusters Score -5729764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -5729773.500000 Penalty: 5123.111328
	Iteration 49Q: 3 clusters Score -5729774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5729780.000000 Penalty: 5123.111328
	Iteration 50Q: 3 clusters Score -5729780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -5729792.000000 Penalty: 5123.111328
	Iteration 51Q: 3 clusters Score -5729792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5729802.000000 Penalty: 5123.111328
	Iteration 52Q: 3 clusters Score -5729802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5729804.000000 Penalty: 5123.111328
	Iteration 53Q: 3 clusters Score -5729804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5729809.000000 Penalty: 5123.111328
	Iteration 54Q: 3 clusters Score -5729809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5729803.000000 Penalty: 5123.111328
	Iteration 55Q: 3 clusters Score -5729803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5729805.500000 Penalty: 5123.111328
	Iteration 56Q: 3 clusters Score -5729806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -5729808.000000 Penalty: 5123.111328
	Iteration 57Q: 3 clusters Score -5729808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -5729804.000000 Penalty: 5123.111328
	Iteration 58Q: 3 clusters Score -5729804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5729806.500000 Penalty: 5123.111328
	Iteration 59Q: 3 clusters Score -5729806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5729802.500000 Penalty: 5123.111328
	Iteration 60F: 3 clusters Score -5729802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5729812.000000 Penalty: 5123.111328
	Iteration 61Q: 3 clusters Score -5729812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5729810.000000 Penalty: 5123.111328
	Iteration 62Q: 3 clusters Score -5729810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5729815.000000 Penalty: 5123.111328
	Iteration 63Q: 3 clusters Score -5729815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5729812.500000 Penalty: 5123.111328
	Iteration 64Q: 3 clusters Score -5729812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5729812.500000 Penalty: 5123.111328
	Iteration 65F: 3 clusters Score -5729812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -143254.828125 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143254.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143630.312500 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143630.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -143789.281250 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143789.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143864.593750 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -143864.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -143939.796875 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -143939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -144027.328125 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144027.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -144232.031250 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -144475.359375 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144475.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144789.968750 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144932.453125 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -145018.750000 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -145018.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -145086.515625 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -145086.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145138.156250 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -145138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145180.000000 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -145180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -145194.453125 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -145194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -145208.250000 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -145208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -145220.812500 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -145220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -145234.890625 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -145234.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -145254.078125 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -145254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -145275.171875 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -145275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -145289.296875 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -145289.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -145311.875000 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -145311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -145336.953125 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -145337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -145352.984375 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -145353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -145371.843750 Penalty: 3345.053223
	Iteration 24Q: 3 clusters Score -145371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -145384.062500 Penalty: 3345.053223
	Iteration 25Q: 3 clusters Score -145384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -145388.937500 Penalty: 3345.053223
	Iteration 26Q: 3 clusters Score -145388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -145388.937500 Penalty: 3345.053223
	Iteration 27F: 3 clusters Score -145388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 415 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 18710 members 
Mstep: Class 26 contains 26345 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 28 contains 434 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18228 members 
Mstep: Class 34 contains 12851 members 
Mstep: Class 35 contains 15493 members 
Mstep: Class 36 contains 19108 members 
Mstep: Class 38 contains 21465 members 
Mstep: Class 39 contains 20506 members 
Entering Unmasked Estep 
Score: -87210152.000000 Penalty: 123093.132812
Splitting cluster 14 changes total score from -87211560.000000 to -87210152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Entering Unmasked Estep 
Score: -3881529.000000 Penalty: 2465.350098
	Iteration 0F: 2 clusters Score -3881529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3867424.000000 Penalty: 4930.700195
	Iteration 0F: 3 clusters Score -3867424 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3872310.500000 Penalty: 4930.700195
	Iteration 1F: 3 clusters Score -3872310 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3872826.000000 Penalty: 4930.700195
	Iteration 2F: 3 clusters Score -3872826 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3873320.000000 Penalty: 4930.700195
	Iteration 3F: 3 clusters Score -3873320 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3873870.250000 Penalty: 4930.700195
	Iteration 4F: 3 clusters Score -3873870 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3874518.000000 Penalty: 4930.700195
	Iteration 5F: 3 clusters Score -3874518 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3875313.250000 Penalty: 4930.700195
	Iteration 6F: 3 clusters Score -3875313 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3876224.000000 Penalty: 4930.700195
	Iteration 7F: 3 clusters Score -3876224 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3877153.750000 Penalty: 4930.700195
	Iteration 8F: 3 clusters Score -3877154 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3877970.250000 Penalty: 4930.700195
	Iteration 9Q: 3 clusters Score -3877970 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3878575.750000 Penalty: 4930.700195
	Iteration 10Q: 3 clusters Score -3878576 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3879039.750000 Penalty: 4930.700195
	Iteration 11Q: 3 clusters Score -3879040 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3879298.250000 Penalty: 4930.700195
	Iteration 12Q: 3 clusters Score -3879298 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3879436.750000 Penalty: 4930.700195
	Iteration 13Q: 3 clusters Score -3879437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3879524.750000 Penalty: 4930.700195
	Iteration 14Q: 3 clusters Score -3879525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3879568.000000 Penalty: 4930.700195
	Iteration 15Q: 3 clusters Score -3879568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3879585.500000 Penalty: 4930.700195
	Iteration 16Q: 3 clusters Score -3879586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3879621.750000 Penalty: 4930.700195
	Iteration 17Q: 3 clusters Score -3879622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3879647.250000 Penalty: 4930.700195
	Iteration 18Q: 3 clusters Score -3879647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3879663.250000 Penalty: 4930.700195
	Iteration 19Q: 3 clusters Score -3879663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3879672.750000 Penalty: 4930.700195
	Iteration 20F: 3 clusters Score -3879673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3879691.750000 Penalty: 4930.700195
	Iteration 21Q: 3 clusters Score -3879692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3879695.000000 Penalty: 4930.700195
	Iteration 22Q: 3 clusters Score -3879695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3879703.000000 Penalty: 4930.700195
	Iteration 23Q: 3 clusters Score -3879703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3879702.000000 Penalty: 4930.700195
	Iteration 24Q: 3 clusters Score -3879702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3879706.250000 Penalty: 4930.700195
	Iteration 25Q: 3 clusters Score -3879706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3879696.750000 Penalty: 4930.700195
	Iteration 26Q: 3 clusters Score -3879697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3879702.750000 Penalty: 4930.700195
	Iteration 27Q: 3 clusters Score -3879703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3879709.750000 Penalty: 4930.700195
	Iteration 28Q: 3 clusters Score -3879710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -3879705.750000 Penalty: 4930.700195
	Iteration 29Q: 3 clusters Score -3879706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3879706.500000 Penalty: 4930.700195
	Iteration 30Q: 3 clusters Score -3879706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3879713.250000 Penalty: 4930.700195
	Iteration 31Q: 3 clusters Score -3879713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3879714.000000 Penalty: 4930.700195
	Iteration 32Q: 3 clusters Score -3879714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3879715.500000 Penalty: 4930.700195
	Iteration 33Q: 3 clusters Score -3879716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3879715.250000 Penalty: 4930.700195
	Iteration 34Q: 3 clusters Score -3879715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3879714.750000 Penalty: 4930.700195
	Iteration 35Q: 3 clusters Score -3879715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3879720.000000 Penalty: 4930.700195
	Iteration 36Q: 3 clusters Score -3879720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3879722.500000 Penalty: 4930.700195
	Iteration 37Q: 3 clusters Score -3879722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3879719.750000 Penalty: 4930.700195
	Iteration 38Q: 3 clusters Score -3879720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3879726.250000 Penalty: 4930.700195
	Iteration 39Q: 3 clusters Score -3879726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3879729.750000 Penalty: 4930.700195
	Iteration 40F: 3 clusters Score -3879730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3879728.500000 Penalty: 4930.700195
	Iteration 41Q: 3 clusters Score -3879728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3879738.250000 Penalty: 4930.700195
	Iteration 42Q: 3 clusters Score -3879738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3879737.000000 Penalty: 4930.700195
	Iteration 43Q: 3 clusters Score -3879737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3879740.500000 Penalty: 4930.700195
	Iteration 44Q: 3 clusters Score -3879740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3879737.500000 Penalty: 4930.700195
	Iteration 45Q: 3 clusters Score -3879738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3879737.500000 Penalty: 4930.700195
	Iteration 46F: 3 clusters Score -3879738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Entering Unmasked Estep 
Score: -3626230.500000 Penalty: 2447.537598
	Iteration 0F: 2 clusters Score -3626230 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 9699 members 
Entering Unmasked Estep 
Score: -3612833.000000 Penalty: 4895.075195
	Iteration 0F: 3 clusters Score -3612833 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3617399.500000 Penalty: 4895.075195
	Iteration 1F: 3 clusters Score -3617400 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3617767.750000 Penalty: 4895.075195
	Iteration 2F: 3 clusters Score -3617768 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3618078.250000 Penalty: 4895.075195
	Iteration 3Q: 3 clusters Score -3618078 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3618351.250000 Penalty: 4895.075195
	Iteration 4Q: 3 clusters Score -3618351 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3618576.000000 Penalty: 4895.075195
	Iteration 5Q: 3 clusters Score -3618576 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3618751.750000 Penalty: 4895.075195
	Iteration 6Q: 3 clusters Score -3618752 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3618910.000000 Penalty: 4895.075195
	Iteration 7Q: 3 clusters Score -3618910 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3619066.000000 Penalty: 4895.075195
	Iteration 8Q: 3 clusters Score -3619066 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3619208.250000 Penalty: 4895.075195
	Iteration 9Q: 3 clusters Score -3619208 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3619375.000000 Penalty: 4895.075195
	Iteration 10Q: 3 clusters Score -3619375 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3619517.250000 Penalty: 4895.075195
	Iteration 11Q: 3 clusters Score -3619517 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3619672.750000 Penalty: 4895.075195
	Iteration 12Q: 3 clusters Score -3619673 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3619830.750000 Penalty: 4895.075195
	Iteration 13Q: 3 clusters Score -3619831 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3619995.000000 Penalty: 4895.075195
	Iteration 14Q: 3 clusters Score -3619995 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3620169.250000 Penalty: 4895.075195
	Iteration 15Q: 3 clusters Score -3620169 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3620406.000000 Penalty: 4895.075195
	Iteration 16Q: 3 clusters Score -3620406 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3620661.500000 Penalty: 4895.075195
	Iteration 17Q: 3 clusters Score -3620662 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3620920.500000 Penalty: 4895.075195
	Iteration 18Q: 3 clusters Score -3620920 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3621140.000000 Penalty: 4895.075195
	Iteration 19Q: 3 clusters Score -3621140 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3621370.000000 Penalty: 4895.075195
	Iteration 20F: 3 clusters Score -3621370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3621531.000000 Penalty: 4895.075195
	Iteration 21Q: 3 clusters Score -3621531 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3621694.000000 Penalty: 4895.075195
	Iteration 22Q: 3 clusters Score -3621694 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3621869.500000 Penalty: 4895.075195
	Iteration 23Q: 3 clusters Score -3621870 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3622051.500000 Penalty: 4895.075195
	Iteration 24Q: 3 clusters Score -3622052 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3622241.500000 Penalty: 4895.075195
	Iteration 25Q: 3 clusters Score -3622242 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3622407.250000 Penalty: 4895.075195
	Iteration 26Q: 3 clusters Score -3622407 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3622588.250000 Penalty: 4895.075195
	Iteration 27Q: 3 clusters Score -3622588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3622774.000000 Penalty: 4895.075195
	Iteration 28Q: 3 clusters Score -3622774 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3622933.500000 Penalty: 4895.075195
	Iteration 29Q: 3 clusters Score -3622934 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3623114.500000 Penalty: 4895.075195
	Iteration 30Q: 3 clusters Score -3623114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3623280.000000 Penalty: 4895.075195
	Iteration 31Q: 3 clusters Score -3623280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3623456.500000 Penalty: 4895.075195
	Iteration 32Q: 3 clusters Score -3623456 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3623619.500000 Penalty: 4895.075195
	Iteration 33Q: 3 clusters Score -3623620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3623743.500000 Penalty: 4895.075195
	Iteration 34Q: 3 clusters Score -3623744 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3623854.750000 Penalty: 4895.075195
	Iteration 35Q: 3 clusters Score -3623855 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3623939.500000 Penalty: 4895.075195
	Iteration 36Q: 3 clusters Score -3623940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3624012.000000 Penalty: 4895.075195
	Iteration 37Q: 3 clusters Score -3624012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3624066.500000 Penalty: 4895.075195
	Iteration 38Q: 3 clusters Score -3624066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3624108.750000 Penalty: 4895.075195
	Iteration 39Q: 3 clusters Score -3624109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3624139.250000 Penalty: 4895.075195
	Iteration 40F: 3 clusters Score -3624139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3624157.000000 Penalty: 4895.075195
	Iteration 41Q: 3 clusters Score -3624157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3624170.250000 Penalty: 4895.075195
	Iteration 42Q: 3 clusters Score -3624170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3624184.000000 Penalty: 4895.075195
	Iteration 43Q: 3 clusters Score -3624184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3624186.250000 Penalty: 4895.075195
	Iteration 44Q: 3 clusters Score -3624186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3624184.750000 Penalty: 4895.075195
	Iteration 45Q: 3 clusters Score -3624185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3624184.500000 Penalty: 4895.075195
	Iteration 46Q: 3 clusters Score -3624184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3624188.750000 Penalty: 4895.075195
	Iteration 47Q: 3 clusters Score -3624189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3624191.750000 Penalty: 4895.075195
	Iteration 48Q: 3 clusters Score -3624192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3624194.750000 Penalty: 4895.075195
	Iteration 49Q: 3 clusters Score -3624195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3624196.500000 Penalty: 4895.075195
	Iteration 50Q: 3 clusters Score -3624196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3624200.250000 Penalty: 4895.075195
	Iteration 51Q: 3 clusters Score -3624200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3624206.500000 Penalty: 4895.075195
	Iteration 52Q: 3 clusters Score -3624206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3624207.250000 Penalty: 4895.075195
	Iteration 53Q: 3 clusters Score -3624207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3624207.250000 Penalty: 4895.075195
	Iteration 54F: 3 clusters Score -3624207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -497537.062500 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -497537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -494560.468750 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -494560.5 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -495135.250000 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -495135.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -495271.093750 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -495271.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -495363.031250 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -495363 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -495420.562500 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -495420.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -495449.250000 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -495449.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -495465.625000 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -495465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -495480.468750 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -495480.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -495493.437500 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -495493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -495502.593750 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -495502.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -495508.875000 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -495508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -495515.312500 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -495515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -495517.375000 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -495517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495519.250000 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -495519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -495520.593750 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -495520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -495522.156250 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -495522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -495522.156250 Penalty: 3886.054932
	Iteration 16F: 3 clusters Score -495522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -175207.984375 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175208 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175553.296875 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175553.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -175711.765625 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175711.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -175821.609375 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175821.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -175867.359375 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175867.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -175901.171875 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175901.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -175922.828125 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -175932.078125 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -175935.640625 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -175944.281250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -175944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -175953.937500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -175953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -175965.984375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -175966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -175975.500000 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -175975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -175983.000000 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -175983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -175983.000000 Penalty: 3438.010010
	Iteration 14F: 3 clusters Score -175983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Entering Unmasked Estep 
Score: -3763426.250000 Penalty: 2456.857178
	Iteration 0F: 2 clusters Score -3763426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3749781.750000 Penalty: 4913.714355
	Iteration 0F: 3 clusters Score -3749782 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3754589.750000 Penalty: 4913.714355
	Iteration 1F: 3 clusters Score -3754590 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3755012.750000 Penalty: 4913.714355
	Iteration 2F: 3 clusters Score -3755013 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3755320.500000 Penalty: 4913.714355
	Iteration 3Q: 3 clusters Score -3755320 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3755592.750000 Penalty: 4913.714355
	Iteration 4Q: 3 clusters Score -3755593 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3755937.750000 Penalty: 4913.714355
	Iteration 5Q: 3 clusters Score -3755938 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3756320.750000 Penalty: 4913.714355
	Iteration 6Q: 3 clusters Score -3756321 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3756799.750000 Penalty: 4913.714355
	Iteration 7Q: 3 clusters Score -3756800 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3757553.750000 Penalty: 4913.714355
	Iteration 8F: 3 clusters Score -3757554 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3758409.750000 Penalty: 4913.714355
	Iteration 9F: 3 clusters Score -3758410 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3759285.000000 Penalty: 4913.714355
	Iteration 10F: 3 clusters Score -3759285 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3760180.500000 Penalty: 4913.714355
	Iteration 11F: 3 clusters Score -3760180 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3760723.750000 Penalty: 4913.714355
	Iteration 12Q: 3 clusters Score -3760724 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3761015.500000 Penalty: 4913.714355
	Iteration 13Q: 3 clusters Score -3761016 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3761159.500000 Penalty: 4913.714355
	Iteration 14Q: 3 clusters Score -3761160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3761241.000000 Penalty: 4913.714355
	Iteration 15Q: 3 clusters Score -3761241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3761285.750000 Penalty: 4913.714355
	Iteration 16Q: 3 clusters Score -3761286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3761316.500000 Penalty: 4913.714355
	Iteration 17Q: 3 clusters Score -3761316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3761334.750000 Penalty: 4913.714355
	Iteration 18Q: 3 clusters Score -3761335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3761347.500000 Penalty: 4913.714355
	Iteration 19Q: 3 clusters Score -3761348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3761370.500000 Penalty: 4913.714355
	Iteration 20F: 3 clusters Score -3761370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3761380.250000 Penalty: 4913.714355
	Iteration 21Q: 3 clusters Score -3761380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3761387.750000 Penalty: 4913.714355
	Iteration 22Q: 3 clusters Score -3761388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3761397.750000 Penalty: 4913.714355
	Iteration 23Q: 3 clusters Score -3761398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3761398.000000 Penalty: 4913.714355
	Iteration 24Q: 3 clusters Score -3761398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3761402.250000 Penalty: 4913.714355
	Iteration 25Q: 3 clusters Score -3761402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3761409.250000 Penalty: 4913.714355
	Iteration 26Q: 3 clusters Score -3761409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3761409.250000 Penalty: 4913.714355
	Iteration 27F: 3 clusters Score -3761409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -215784.906250 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -215784.9 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 562 members 
Entering Unmasked Estep 
Score: -213717.171875 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -213717.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -214104.437500 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -214104.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -214284.734375 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -214284.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -214476.953125 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -214477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -214681.015625 Penalty: 3504.544189
	Iteration 4F: 3 clusters Score -214681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -214845.796875 Penalty: 3504.544189
	Iteration 5F: 3 clusters Score -214845.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -214962.328125 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -214962.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -215059.375000 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -215059.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -215143.375000 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -215143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -215186.703125 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -215186.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -215216.765625 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -215216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -215228.421875 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -215228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -215242.687500 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -215242.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -215258.531250 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -215258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -215269.843750 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -215269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -215273.875000 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -215273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -215274.875000 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -215274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -215276.109375 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -215276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -215278.421875 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -215278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -215281.546875 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -215281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -215284.765625 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -215284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -215286.734375 Penalty: 3504.544189
	Iteration 21Q: 3 clusters Score -215286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -215288.843750 Penalty: 3504.544189
	Iteration 22Q: 3 clusters Score -215288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -215288.843750 Penalty: 3504.544189
	Iteration 23F: 3 clusters Score -215288.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -2285012.500000 Penalty: 2319.019287
	Iteration 0F: 2 clusters Score -2285012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2276765.750000 Penalty: 4638.038574
	Iteration 0F: 3 clusters Score -2276766 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2279345.000000 Penalty: 4638.038574
	Iteration 1F: 3 clusters Score -2279345 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2279667.000000 Penalty: 4638.038574
	Iteration 2F: 3 clusters Score -2279667 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2279882.750000 Penalty: 4638.038574
	Iteration 3Q: 3 clusters Score -2279883 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2280020.000000 Penalty: 4638.038574
	Iteration 4Q: 3 clusters Score -2280020 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2280132.750000 Penalty: 4638.038574
	Iteration 5Q: 3 clusters Score -2280133 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2280214.500000 Penalty: 4638.038574
	Iteration 6Q: 3 clusters Score -2280214 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2280292.500000 Penalty: 4638.038574
	Iteration 7Q: 3 clusters Score -2280292 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2280352.250000 Penalty: 4638.038574
	Iteration 8Q: 3 clusters Score -2280352 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2280416.000000 Penalty: 4638.038574
	Iteration 9Q: 3 clusters Score -2280416 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2280447.500000 Penalty: 4638.038574
	Iteration 10Q: 3 clusters Score -2280448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2280490.250000 Penalty: 4638.038574
	Iteration 11Q: 3 clusters Score -2280490 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2280536.500000 Penalty: 4638.038574
	Iteration 12Q: 3 clusters Score -2280536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2280580.250000 Penalty: 4638.038574
	Iteration 13Q: 3 clusters Score -2280580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2280640.250000 Penalty: 4638.038574
	Iteration 14Q: 3 clusters Score -2280640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2280721.750000 Penalty: 4638.038574
	Iteration 15Q: 3 clusters Score -2280722 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2280832.750000 Penalty: 4638.038574
	Iteration 16Q: 3 clusters Score -2280833 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2280994.000000 Penalty: 4638.038574
	Iteration 17Q: 3 clusters Score -2280994 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2281215.250000 Penalty: 4638.038574
	Iteration 18Q: 3 clusters Score -2281215 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2281490.250000 Penalty: 4638.038574
	Iteration 19Q: 3 clusters Score -2281490 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2281781.750000 Penalty: 4638.038574
	Iteration 20F: 3 clusters Score -2281782 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2282081.750000 Penalty: 4638.038574
	Iteration 21Q: 3 clusters Score -2282082 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2282319.750000 Penalty: 4638.038574
	Iteration 22Q: 3 clusters Score -2282320 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2282547.250000 Penalty: 4638.038574
	Iteration 23Q: 3 clusters Score -2282547 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2282710.000000 Penalty: 4638.038574
	Iteration 24Q: 3 clusters Score -2282710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2282820.750000 Penalty: 4638.038574
	Iteration 25Q: 3 clusters Score -2282821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2282911.500000 Penalty: 4638.038574
	Iteration 26Q: 3 clusters Score -2282912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2282945.750000 Penalty: 4638.038574
	Iteration 27Q: 3 clusters Score -2282946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2282976.500000 Penalty: 4638.038574
	Iteration 28Q: 3 clusters Score -2282976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2283001.500000 Penalty: 4638.038574
	Iteration 29Q: 3 clusters Score -2283002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2283014.000000 Penalty: 4638.038574
	Iteration 30Q: 3 clusters Score -2283014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2283021.250000 Penalty: 4638.038574
	Iteration 31Q: 3 clusters Score -2283021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2283026.750000 Penalty: 4638.038574
	Iteration 32Q: 3 clusters Score -2283027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2283034.750000 Penalty: 4638.038574
	Iteration 33Q: 3 clusters Score -2283035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2283040.750000 Penalty: 4638.038574
	Iteration 34Q: 3 clusters Score -2283041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2283043.500000 Penalty: 4638.038574
	Iteration 35Q: 3 clusters Score -2283044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2283048.750000 Penalty: 4638.038574
	Iteration 36Q: 3 clusters Score -2283049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2283052.000000 Penalty: 4638.038574
	Iteration 37Q: 3 clusters Score -2283052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2283052.000000 Penalty: 4638.038574
	Iteration 38F: 3 clusters Score -2283052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17584.261719 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17584.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17751.666016 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17751.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17801.921875 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -17801.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17816.591797 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17816.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17820.363281 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17820.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17820.363281 Penalty: 2507.897949
	Iteration 5F: 3 clusters Score -17820.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -906841.625000 Penalty: 2109.018799
	Iteration 0F: 2 clusters Score -906841.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -902320.437500 Penalty: 4218.037598
	Iteration 0F: 3 clusters Score -902320.4 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -903461.062500 Penalty: 4218.037598
	Iteration 1F: 3 clusters Score -903461.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -903727.437500 Penalty: 4218.037598
	Iteration 2F: 3 clusters Score -903727.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -903962.562500 Penalty: 4218.037598
	Iteration 3F: 3 clusters Score -903962.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -904181.375000 Penalty: 4218.037598
	Iteration 4F: 3 clusters Score -904181.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -904405.062500 Penalty: 4218.037598
	Iteration 5F: 3 clusters Score -904405.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -904656.687500 Penalty: 4218.037598
	Iteration 6F: 3 clusters Score -904656.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -904880.812500 Penalty: 4218.037598
	Iteration 7F: 3 clusters Score -904880.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -905027.562500 Penalty: 4218.037598
	Iteration 8Q: 3 clusters Score -905027.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -905146.562500 Penalty: 4218.037598
	Iteration 9Q: 3 clusters Score -905146.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -905228.875000 Penalty: 4218.037598
	Iteration 10Q: 3 clusters Score -905228.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -905271.625000 Penalty: 4218.037598
	Iteration 11Q: 3 clusters Score -905271.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -905299.937500 Penalty: 4218.037598
	Iteration 12Q: 3 clusters Score -905299.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -905323.500000 Penalty: 4218.037598
	Iteration 13Q: 3 clusters Score -905323.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -905341.812500 Penalty: 4218.037598
	Iteration 14Q: 3 clusters Score -905341.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -905352.687500 Penalty: 4218.037598
	Iteration 15Q: 3 clusters Score -905352.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -905363.437500 Penalty: 4218.037598
	Iteration 16Q: 3 clusters Score -905363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -905369.062500 Penalty: 4218.037598
	Iteration 17Q: 3 clusters Score -905369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -905373.312500 Penalty: 4218.037598
	Iteration 18Q: 3 clusters Score -905373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -905374.375000 Penalty: 4218.037598
	Iteration 19Q: 3 clusters Score -905374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -905375.437500 Penalty: 4218.037598
	Iteration 20F: 3 clusters Score -905375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -905375.562500 Penalty: 4218.037598
	Iteration 21Q: 3 clusters Score -905375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -905376.375000 Penalty: 4218.037598
	Iteration 22Q: 3 clusters Score -905376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -905376.937500 Penalty: 4218.037598
	Iteration 23Q: 3 clusters Score -905376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -905377.937500 Penalty: 4218.037598
	Iteration 24Q: 3 clusters Score -905377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -905378.750000 Penalty: 4218.037598
	Iteration 25Q: 3 clusters Score -905378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -905381.437500 Penalty: 4218.037598
	Iteration 26Q: 3 clusters Score -905381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -905379.625000 Penalty: 4218.037598
	Iteration 27Q: 3 clusters Score -905379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -905379.625000 Penalty: 4218.037598
	Iteration 28F: 3 clusters Score -905379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Entering Unmasked Estep 
Score: -2293618.500000 Penalty: 2320.737305
	Iteration 0F: 2 clusters Score -2293618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2285126.250000 Penalty: 4641.474609
	Iteration 0F: 3 clusters Score -2285126 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2287736.750000 Penalty: 4641.474609
	Iteration 1F: 3 clusters Score -2287737 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2288092.000000 Penalty: 4641.474609
	Iteration 2F: 3 clusters Score -2288092 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2288400.000000 Penalty: 4641.474609
	Iteration 3Q: 3 clusters Score -2288400 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2288648.250000 Penalty: 4641.474609
	Iteration 4Q: 3 clusters Score -2288648 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2288857.500000 Penalty: 4641.474609
	Iteration 5Q: 3 clusters Score -2288858 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2289095.500000 Penalty: 4641.474609
	Iteration 6Q: 3 clusters Score -2289096 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2289330.500000 Penalty: 4641.474609
	Iteration 7Q: 3 clusters Score -2289330 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2289559.250000 Penalty: 4641.474609
	Iteration 8Q: 3 clusters Score -2289559 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2289794.000000 Penalty: 4641.474609
	Iteration 9Q: 3 clusters Score -2289794 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2290039.500000 Penalty: 4641.474609
	Iteration 10Q: 3 clusters Score -2290040 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2290270.500000 Penalty: 4641.474609
	Iteration 11Q: 3 clusters Score -2290270 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2290477.000000 Penalty: 4641.474609
	Iteration 12Q: 3 clusters Score -2290477 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2290648.000000 Penalty: 4641.474609
	Iteration 13Q: 3 clusters Score -2290648 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2290786.000000 Penalty: 4641.474609
	Iteration 14Q: 3 clusters Score -2290786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2290886.750000 Penalty: 4641.474609
	Iteration 15Q: 3 clusters Score -2290887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2290978.750000 Penalty: 4641.474609
	Iteration 16Q: 3 clusters Score -2290979 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2291037.000000 Penalty: 4641.474609
	Iteration 17Q: 3 clusters Score -2291037 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2291097.000000 Penalty: 4641.474609
	Iteration 18Q: 3 clusters Score -2291097 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2291161.500000 Penalty: 4641.474609
	Iteration 19Q: 3 clusters Score -2291162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2291207.250000 Penalty: 4641.474609
	Iteration 20F: 3 clusters Score -2291207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2291245.000000 Penalty: 4641.474609
	Iteration 21Q: 3 clusters Score -2291245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2291280.250000 Penalty: 4641.474609
	Iteration 22Q: 3 clusters Score -2291280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2291319.500000 Penalty: 4641.474609
	Iteration 23Q: 3 clusters Score -2291320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2291353.250000 Penalty: 4641.474609
	Iteration 24Q: 3 clusters Score -2291353 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2291380.000000 Penalty: 4641.474609
	Iteration 25Q: 3 clusters Score -2291380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2291399.750000 Penalty: 4641.474609
	Iteration 26Q: 3 clusters Score -2291400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2291421.500000 Penalty: 4641.474609
	Iteration 27Q: 3 clusters Score -2291422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2291450.250000 Penalty: 4641.474609
	Iteration 28Q: 3 clusters Score -2291450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2291469.250000 Penalty: 4641.474609
	Iteration 29Q: 3 clusters Score -2291469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2291494.750000 Penalty: 4641.474609
	Iteration 30Q: 3 clusters Score -2291495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2291511.750000 Penalty: 4641.474609
	Iteration 31Q: 3 clusters Score -2291512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2291528.500000 Penalty: 4641.474609
	Iteration 32Q: 3 clusters Score -2291528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2291545.000000 Penalty: 4641.474609
	Iteration 33Q: 3 clusters Score -2291545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2291555.000000 Penalty: 4641.474609
	Iteration 34Q: 3 clusters Score -2291555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2291559.500000 Penalty: 4641.474609
	Iteration 35Q: 3 clusters Score -2291560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2291573.250000 Penalty: 4641.474609
	Iteration 36Q: 3 clusters Score -2291573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2291575.750000 Penalty: 4641.474609
	Iteration 37Q: 3 clusters Score -2291576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2291584.500000 Penalty: 4641.474609
	Iteration 38Q: 3 clusters Score -2291584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2291589.000000 Penalty: 4641.474609
	Iteration 39Q: 3 clusters Score -2291589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2291601.000000 Penalty: 4641.474609
	Iteration 40F: 3 clusters Score -2291601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2291601.000000 Penalty: 4641.474609
	Iteration 41Q: 3 clusters Score -2291601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2291609.750000 Penalty: 4641.474609
	Iteration 42Q: 3 clusters Score -2291610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2291614.000000 Penalty: 4641.474609
	Iteration 43Q: 3 clusters Score -2291614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2291624.250000 Penalty: 4641.474609
	Iteration 44Q: 3 clusters Score -2291624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2291635.750000 Penalty: 4641.474609
	Iteration 45Q: 3 clusters Score -2291636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2291641.000000 Penalty: 4641.474609
	Iteration 46Q: 3 clusters Score -2291641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2291648.250000 Penalty: 4641.474609
	Iteration 47Q: 3 clusters Score -2291648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2291653.000000 Penalty: 4641.474609
	Iteration 48Q: 3 clusters Score -2291653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2291658.000000 Penalty: 4641.474609
	Iteration 49Q: 3 clusters Score -2291658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2291663.250000 Penalty: 4641.474609
	Iteration 50Q: 3 clusters Score -2291663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2291666.250000 Penalty: 4641.474609
	Iteration 51Q: 3 clusters Score -2291666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2291665.000000 Penalty: 4641.474609
	Iteration 52Q: 3 clusters Score -2291665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2291665.750000 Penalty: 4641.474609
	Iteration 53Q: 3 clusters Score -2291666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2291667.250000 Penalty: 4641.474609
	Iteration 54Q: 3 clusters Score -2291667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2291667.000000 Penalty: 4641.474609
	Iteration 55Q: 3 clusters Score -2291667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2291667.250000 Penalty: 4641.474609
	Iteration 56Q: 3 clusters Score -2291667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2291666.750000 Penalty: 4641.474609
	Iteration 57Q: 3 clusters Score -2291667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2291665.750000 Penalty: 4641.474609
	Iteration 58Q: 3 clusters Score -2291666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2291667.250000 Penalty: 4641.474609
	Iteration 59Q: 3 clusters Score -2291667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2291666.000000 Penalty: 4641.474609
	Iteration 60F: 3 clusters Score -2291666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2291667.750000 Penalty: 4641.474609
	Iteration 61Q: 3 clusters Score -2291668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2291668.250000 Penalty: 4641.474609
	Iteration 62Q: 3 clusters Score -2291668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2291668.250000 Penalty: 4641.474609
	Iteration 63F: 3 clusters Score -2291668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Entering Unmasked Estep 
Score: -3512446.500000 Penalty: 2439.529541
	Iteration 0F: 2 clusters Score -3512446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3499340.500000 Penalty: 4879.059082
	Iteration 0F: 3 clusters Score -3499340 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3503721.750000 Penalty: 4879.059082
	Iteration 1F: 3 clusters Score -3503722 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3504212.000000 Penalty: 4879.059082
	Iteration 2F: 3 clusters Score -3504212 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3504641.000000 Penalty: 4879.059082
	Iteration 3F: 3 clusters Score -3504641 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3505086.750000 Penalty: 4879.059082
	Iteration 4Q: 3 clusters Score -3505087 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3505530.250000 Penalty: 4879.059082
	Iteration 5Q: 3 clusters Score -3505530 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3506078.250000 Penalty: 4879.059082
	Iteration 6Q: 3 clusters Score -3506078 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3506705.250000 Penalty: 4879.059082
	Iteration 7Q: 3 clusters Score -3506705 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3507415.000000 Penalty: 4879.059082
	Iteration 8F: 3 clusters Score -3507415 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3508143.500000 Penalty: 4879.059082
	Iteration 9Q: 3 clusters Score -3508144 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3508720.000000 Penalty: 4879.059082
	Iteration 10Q: 3 clusters Score -3508720 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3509164.250000 Penalty: 4879.059082
	Iteration 11Q: 3 clusters Score -3509164 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3509429.500000 Penalty: 4879.059082
	Iteration 12Q: 3 clusters Score -3509430 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3509625.750000 Penalty: 4879.059082
	Iteration 13Q: 3 clusters Score -3509626 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3509772.750000 Penalty: 4879.059082
	Iteration 14Q: 3 clusters Score -3509773 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3509914.500000 Penalty: 4879.059082
	Iteration 15Q: 3 clusters Score -3509914 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3510018.250000 Penalty: 4879.059082
	Iteration 16Q: 3 clusters Score -3510018 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3510081.750000 Penalty: 4879.059082
	Iteration 17Q: 3 clusters Score -3510082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3510135.000000 Penalty: 4879.059082
	Iteration 18Q: 3 clusters Score -3510135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3510174.250000 Penalty: 4879.059082
	Iteration 19Q: 3 clusters Score -3510174 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3510207.250000 Penalty: 4879.059082
	Iteration 20F: 3 clusters Score -3510207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3510237.250000 Penalty: 4879.059082
	Iteration 21Q: 3 clusters Score -3510237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3510250.500000 Penalty: 4879.059082
	Iteration 22Q: 3 clusters Score -3510250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3510269.000000 Penalty: 4879.059082
	Iteration 23Q: 3 clusters Score -3510269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3510281.500000 Penalty: 4879.059082
	Iteration 24Q: 3 clusters Score -3510282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3510294.000000 Penalty: 4879.059082
	Iteration 25Q: 3 clusters Score -3510294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3510308.000000 Penalty: 4879.059082
	Iteration 26Q: 3 clusters Score -3510308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3510315.500000 Penalty: 4879.059082
	Iteration 27Q: 3 clusters Score -3510316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3510317.500000 Penalty: 4879.059082
	Iteration 28Q: 3 clusters Score -3510318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3510321.250000 Penalty: 4879.059082
	Iteration 29Q: 3 clusters Score -3510321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3510323.250000 Penalty: 4879.059082
	Iteration 30Q: 3 clusters Score -3510323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3510335.500000 Penalty: 4879.059082
	Iteration 31Q: 3 clusters Score -3510336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3510342.000000 Penalty: 4879.059082
	Iteration 32Q: 3 clusters Score -3510342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3510345.500000 Penalty: 4879.059082
	Iteration 33Q: 3 clusters Score -3510346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3510350.000000 Penalty: 4879.059082
	Iteration 34Q: 3 clusters Score -3510350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3510356.500000 Penalty: 4879.059082
	Iteration 35Q: 3 clusters Score -3510356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3510363.750000 Penalty: 4879.059082
	Iteration 36Q: 3 clusters Score -3510364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3510365.000000 Penalty: 4879.059082
	Iteration 37Q: 3 clusters Score -3510365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3510371.250000 Penalty: 4879.059082
	Iteration 38Q: 3 clusters Score -3510371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3510369.250000 Penalty: 4879.059082
	Iteration 39Q: 3 clusters Score -3510369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3510362.000000 Penalty: 4879.059082
	Iteration 40F: 3 clusters Score -3510362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3510363.250000 Penalty: 4879.059082
	Iteration 41Q: 3 clusters Score -3510363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3510369.500000 Penalty: 4879.059082
	Iteration 42Q: 3 clusters Score -3510370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -3510371.250000 Penalty: 4879.059082
	Iteration 43Q: 3 clusters Score -3510371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3510373.500000 Penalty: 4879.059082
	Iteration 44Q: 3 clusters Score -3510374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3510371.750000 Penalty: 4879.059082
	Iteration 45Q: 3 clusters Score -3510372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3510375.000000 Penalty: 4879.059082
	Iteration 46Q: 3 clusters Score -3510375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3510378.000000 Penalty: 4879.059082
	Iteration 47Q: 3 clusters Score -3510378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3510383.750000 Penalty: 4879.059082
	Iteration 48Q: 3 clusters Score -3510384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3510385.500000 Penalty: 4879.059082
	Iteration 49Q: 3 clusters Score -3510386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3510386.000000 Penalty: 4879.059082
	Iteration 50Q: 3 clusters Score -3510386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3510385.500000 Penalty: 4879.059082
	Iteration 51Q: 3 clusters Score -3510386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3510386.750000 Penalty: 4879.059082
	Iteration 52Q: 3 clusters Score -3510387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3510389.500000 Penalty: 4879.059082
	Iteration 53Q: 3 clusters Score -3510390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3510392.500000 Penalty: 4879.059082
	Iteration 54Q: 3 clusters Score -3510392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3510394.500000 Penalty: 4879.059082
	Iteration 55Q: 3 clusters Score -3510394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3510391.750000 Penalty: 4879.059082
	Iteration 56Q: 3 clusters Score -3510392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3510392.750000 Penalty: 4879.059082
	Iteration 57Q: 3 clusters Score -3510393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3510393.000000 Penalty: 4879.059082
	Iteration 58Q: 3 clusters Score -3510393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3510393.000000 Penalty: 4879.059082
	Iteration 59Q: 3 clusters Score -3510393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3510393.000000 Penalty: 4879.059082
	Iteration 60F: 3 clusters Score -3510393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Entering Unmasked Estep 
Score: -4867840.000000 Penalty: 2524.400391
	Iteration 0F: 2 clusters Score -4867840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -4850169.500000 Penalty: 5048.800781
	Iteration 0F: 3 clusters Score -4850170 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4856427.000000 Penalty: 5048.800781
	Iteration 1F: 3 clusters Score -4856427 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4856753.500000 Penalty: 5048.800781
	Iteration 2Q: 3 clusters Score -4856754 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4857014.500000 Penalty: 5048.800781
	Iteration 3Q: 3 clusters Score -4857014 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4857231.000000 Penalty: 5048.800781
	Iteration 4Q: 3 clusters Score -4857231 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -4857417.000000 Penalty: 5048.800781
	Iteration 5Q: 3 clusters Score -4857417 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4857605.000000 Penalty: 5048.800781
	Iteration 6Q: 3 clusters Score -4857605 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4857795.500000 Penalty: 5048.800781
	Iteration 7Q: 3 clusters Score -4857796 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4858047.500000 Penalty: 5048.800781
	Iteration 8Q: 3 clusters Score -4858048 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4858301.000000 Penalty: 5048.800781
	Iteration 9Q: 3 clusters Score -4858301 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4858671.000000 Penalty: 5048.800781
	Iteration 10Q: 3 clusters Score -4858671 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4859111.000000 Penalty: 5048.800781
	Iteration 11Q: 3 clusters Score -4859111 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4859734.500000 Penalty: 5048.800781
	Iteration 12Q: 3 clusters Score -4859734 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4860503.000000 Penalty: 5048.800781
	Iteration 13Q: 3 clusters Score -4860503 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4861532.500000 Penalty: 5048.800781
	Iteration 14F: 3 clusters Score -4861532 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4862580.500000 Penalty: 5048.800781
	Iteration 15F: 3 clusters Score -4862580 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4863487.000000 Penalty: 5048.800781
	Iteration 16Q: 3 clusters Score -4863487 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4864255.500000 Penalty: 5048.800781
	Iteration 17Q: 3 clusters Score -4864256 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4864821.500000 Penalty: 5048.800781
	Iteration 18Q: 3 clusters Score -4864822 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4865208.500000 Penalty: 5048.800781
	Iteration 19Q: 3 clusters Score -4865208 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4865402.000000 Penalty: 5048.800781
	Iteration 20F: 3 clusters Score -4865402 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4865561.500000 Penalty: 5048.800781
	Iteration 21Q: 3 clusters Score -4865562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4865676.500000 Penalty: 5048.800781
	Iteration 22Q: 3 clusters Score -4865676 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4865733.500000 Penalty: 5048.800781
	Iteration 23Q: 3 clusters Score -4865734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4865785.500000 Penalty: 5048.800781
	Iteration 24Q: 3 clusters Score -4865786 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4865854.000000 Penalty: 5048.800781
	Iteration 25Q: 3 clusters Score -4865854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4865910.500000 Penalty: 5048.800781
	Iteration 26Q: 3 clusters Score -4865910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4865914.000000 Penalty: 5048.800781
	Iteration 27Q: 3 clusters Score -4865914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4865931.000000 Penalty: 5048.800781
	Iteration 28Q: 3 clusters Score -4865931 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4865936.000000 Penalty: 5048.800781
	Iteration 29Q: 3 clusters Score -4865936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4865957.500000 Penalty: 5048.800781
	Iteration 30Q: 3 clusters Score -4865958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4865941.000000 Penalty: 5048.800781
	Iteration 31Q: 3 clusters Score -4865941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4865973.000000 Penalty: 5048.800781
	Iteration 32Q: 3 clusters Score -4865973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4865973.000000 Penalty: 5048.800781
	Iteration 33Q: 3 clusters Score -4865973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4865974.000000 Penalty: 5048.800781
	Iteration 34Q: 3 clusters Score -4865974 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4865969.000000 Penalty: 5048.800781
	Iteration 35Q: 3 clusters Score -4865969 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -4865964.500000 Penalty: 5048.800781
	Iteration 36Q: 3 clusters Score -4865964 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4865949.500000 Penalty: 5048.800781
	Iteration 37Q: 3 clusters Score -4865950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4865932.000000 Penalty: 5048.800781
	Iteration 38Q: 3 clusters Score -4865932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4865938.000000 Penalty: 5048.800781
	Iteration 39Q: 3 clusters Score -4865938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4865936.500000 Penalty: 5048.800781
	Iteration 40F: 3 clusters Score -4865936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4865948.000000 Penalty: 5048.800781
	Iteration 41Q: 3 clusters Score -4865948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4865945.000000 Penalty: 5048.800781
	Iteration 42Q: 3 clusters Score -4865945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4865945.500000 Penalty: 5048.800781
	Iteration 43Q: 3 clusters Score -4865946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4865951.500000 Penalty: 5048.800781
	Iteration 44Q: 3 clusters Score -4865952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4865948.500000 Penalty: 5048.800781
	Iteration 45Q: 3 clusters Score -4865948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4865953.500000 Penalty: 5048.800781
	Iteration 46Q: 3 clusters Score -4865954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4865946.500000 Penalty: 5048.800781
	Iteration 47Q: 3 clusters Score -4865946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4865947.500000 Penalty: 5048.800781
	Iteration 48Q: 3 clusters Score -4865948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4865953.500000 Penalty: 5048.800781
	Iteration 49Q: 3 clusters Score -4865954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4865958.500000 Penalty: 5048.800781
	Iteration 50Q: 3 clusters Score -4865958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4865952.500000 Penalty: 5048.800781
	Iteration 51Q: 3 clusters Score -4865952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -4865957.000000 Penalty: 5048.800781
	Iteration 52Q: 3 clusters Score -4865957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -4865954.500000 Penalty: 5048.800781
	Iteration 53Q: 3 clusters Score -4865954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4865950.500000 Penalty: 5048.800781
	Iteration 54Q: 3 clusters Score -4865950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4865948.000000 Penalty: 5048.800781
	Iteration 55Q: 3 clusters Score -4865948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4865944.500000 Penalty: 5048.800781
	Iteration 56Q: 3 clusters Score -4865944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4865946.000000 Penalty: 5048.800781
	Iteration 57Q: 3 clusters Score -4865946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4865952.500000 Penalty: 5048.800781
	Iteration 58Q: 3 clusters Score -4865952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4865950.500000 Penalty: 5048.800781
	Iteration 59Q: 3 clusters Score -4865950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4865951.500000 Penalty: 5048.800781
	Iteration 60F: 3 clusters Score -4865952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4865951.000000 Penalty: 5048.800781
	Iteration 61Q: 3 clusters Score -4865951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4865953.000000 Penalty: 5048.800781
	Iteration 62Q: 3 clusters Score -4865953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4865949.500000 Penalty: 5048.800781
	Iteration 63Q: 3 clusters Score -4865950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4865945.500000 Penalty: 5048.800781
	Iteration 64Q: 3 clusters Score -4865946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4865946.500000 Penalty: 5048.800781
	Iteration 65Q: 3 clusters Score -4865946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4865941.000000 Penalty: 5048.800781
	Iteration 66Q: 3 clusters Score -4865941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4865948.000000 Penalty: 5048.800781
	Iteration 67Q: 3 clusters Score -4865948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4865944.000000 Penalty: 5048.800781
	Iteration 68Q: 3 clusters Score -4865944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -4865949.000000 Penalty: 5048.800781
	Iteration 69Q: 3 clusters Score -4865949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4865939.500000 Penalty: 5048.800781
	Iteration 70Q: 3 clusters Score -4865940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4865938.500000 Penalty: 5048.800781
	Iteration 71Q: 3 clusters Score -4865938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4865934.000000 Penalty: 5048.800781
	Iteration 72Q: 3 clusters Score -4865934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4865939.000000 Penalty: 5048.800781
	Iteration 73Q: 3 clusters Score -4865939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -4865939.000000 Penalty: 5048.800781
	Iteration 74Q: 3 clusters Score -4865939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4865940.000000 Penalty: 5048.800781
	Iteration 75Q: 3 clusters Score -4865940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -4865940.000000 Penalty: 5048.800781
	Iteration 76Q: 3 clusters Score -4865940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4865936.000000 Penalty: 5048.800781
	Iteration 77Q: 3 clusters Score -4865936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4865935.000000 Penalty: 5048.800781
	Iteration 78Q: 3 clusters Score -4865935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4865934.000000 Penalty: 5048.800781
	Iteration 79Q: 3 clusters Score -4865934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4865934.000000 Penalty: 5048.800781
	Iteration 80F: 3 clusters Score -4865934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Entering Unmasked Estep 
Score: -3853049.500000 Penalty: 2462.490723
	Iteration 0F: 2 clusters Score -3853050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3839433.250000 Penalty: 4924.981445
	Iteration 0F: 3 clusters Score -3839433 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3844016.250000 Penalty: 4924.981445
	Iteration 1F: 3 clusters Score -3844016 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3844411.500000 Penalty: 4924.981445
	Iteration 2F: 3 clusters Score -3844412 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3844682.750000 Penalty: 4924.981445
	Iteration 3Q: 3 clusters Score -3844683 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -3844922.250000 Penalty: 4924.981445
	Iteration 4Q: 3 clusters Score -3844922 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3845116.000000 Penalty: 4924.981445
	Iteration 5Q: 3 clusters Score -3845116 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3845257.000000 Penalty: 4924.981445
	Iteration 6Q: 3 clusters Score -3845257 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3845408.000000 Penalty: 4924.981445
	Iteration 7Q: 3 clusters Score -3845408 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3845505.500000 Penalty: 4924.981445
	Iteration 8Q: 3 clusters Score -3845506 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3845628.000000 Penalty: 4924.981445
	Iteration 9Q: 3 clusters Score -3845628 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3845756.500000 Penalty: 4924.981445
	Iteration 10Q: 3 clusters Score -3845756 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3845940.500000 Penalty: 4924.981445
	Iteration 11Q: 3 clusters Score -3845940 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3846124.250000 Penalty: 4924.981445
	Iteration 12Q: 3 clusters Score -3846124 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3846380.250000 Penalty: 4924.981445
	Iteration 13Q: 3 clusters Score -3846380 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3846722.000000 Penalty: 4924.981445
	Iteration 14Q: 3 clusters Score -3846722 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3847144.250000 Penalty: 4924.981445
	Iteration 15Q: 3 clusters Score -3847144 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3847582.250000 Penalty: 4924.981445
	Iteration 16Q: 3 clusters Score -3847582 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3848071.000000 Penalty: 4924.981445
	Iteration 17Q: 3 clusters Score -3848071 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3848476.750000 Penalty: 4924.981445
	Iteration 18Q: 3 clusters Score -3848477 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3848784.500000 Penalty: 4924.981445
	Iteration 19Q: 3 clusters Score -3848784 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3848995.750000 Penalty: 4924.981445
	Iteration 20F: 3 clusters Score -3848996 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3849150.250000 Penalty: 4924.981445
	Iteration 21Q: 3 clusters Score -3849150 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3849274.750000 Penalty: 4924.981445
	Iteration 22Q: 3 clusters Score -3849275 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3849369.250000 Penalty: 4924.981445
	Iteration 23Q: 3 clusters Score -3849369 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3849503.500000 Penalty: 4924.981445
	Iteration 24Q: 3 clusters Score -3849504 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3849634.250000 Penalty: 4924.981445
	Iteration 25Q: 3 clusters Score -3849634 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3849768.000000 Penalty: 4924.981445
	Iteration 26Q: 3 clusters Score -3849768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3849900.500000 Penalty: 4924.981445
	Iteration 27Q: 3 clusters Score -3849900 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3850006.250000 Penalty: 4924.981445
	Iteration 28Q: 3 clusters Score -3850006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3850112.750000 Penalty: 4924.981445
	Iteration 29Q: 3 clusters Score -3850113 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3850209.250000 Penalty: 4924.981445
	Iteration 30Q: 3 clusters Score -3850209 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3850282.500000 Penalty: 4924.981445
	Iteration 31Q: 3 clusters Score -3850282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3850380.250000 Penalty: 4924.981445
	Iteration 32Q: 3 clusters Score -3850380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3850453.000000 Penalty: 4924.981445
	Iteration 33Q: 3 clusters Score -3850453 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3850526.250000 Penalty: 4924.981445
	Iteration 34Q: 3 clusters Score -3850526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3850578.250000 Penalty: 4924.981445
	Iteration 35Q: 3 clusters Score -3850578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3850642.000000 Penalty: 4924.981445
	Iteration 36Q: 3 clusters Score -3850642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3850698.250000 Penalty: 4924.981445
	Iteration 37Q: 3 clusters Score -3850698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3850737.250000 Penalty: 4924.981445
	Iteration 38Q: 3 clusters Score -3850737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3850776.750000 Penalty: 4924.981445
	Iteration 39Q: 3 clusters Score -3850777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3850820.500000 Penalty: 4924.981445
	Iteration 40F: 3 clusters Score -3850820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3850851.000000 Penalty: 4924.981445
	Iteration 41Q: 3 clusters Score -3850851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3850883.500000 Penalty: 4924.981445
	Iteration 42Q: 3 clusters Score -3850884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3850890.250000 Penalty: 4924.981445
	Iteration 43Q: 3 clusters Score -3850890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3850905.750000 Penalty: 4924.981445
	Iteration 44Q: 3 clusters Score -3850906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3850929.500000 Penalty: 4924.981445
	Iteration 45Q: 3 clusters Score -3850930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3850944.250000 Penalty: 4924.981445
	Iteration 46Q: 3 clusters Score -3850944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3850950.250000 Penalty: 4924.981445
	Iteration 47Q: 3 clusters Score -3850950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3850958.500000 Penalty: 4924.981445
	Iteration 48Q: 3 clusters Score -3850958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3850971.000000 Penalty: 4924.981445
	Iteration 49Q: 3 clusters Score -3850971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3850976.250000 Penalty: 4924.981445
	Iteration 50Q: 3 clusters Score -3850976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3850992.250000 Penalty: 4924.981445
	Iteration 51Q: 3 clusters Score -3850992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3851006.250000 Penalty: 4924.981445
	Iteration 52Q: 3 clusters Score -3851006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3851012.750000 Penalty: 4924.981445
	Iteration 53Q: 3 clusters Score -3851013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3851016.500000 Penalty: 4924.981445
	Iteration 54Q: 3 clusters Score -3851016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3851019.250000 Penalty: 4924.981445
	Iteration 55Q: 3 clusters Score -3851019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3851019.250000 Penalty: 4924.981445
	Iteration 56F: 3 clusters Score -3851019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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 152 members 
Entering Unmasked Estep 
Score: -51753.085938 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51753.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51884.199219 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51884.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51927.195312 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51938.414062 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51938.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51943.988281 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -51943.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51945.582031 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -51945.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51947.996094 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -51948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51954.640625 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -51954.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51959.007812 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -51959.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51960.707031 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -51960.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51960.707031 Penalty: 2873.334717
	Iteration 10F: 3 clusters Score -51960.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Entering Unmasked Estep 
Score: -3863986.250000 Penalty: 2465.875000
	Iteration 0F: 2 clusters Score -3863986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3850032.000000 Penalty: 4931.750000
	Iteration 0F: 3 clusters Score -3850032 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3855020.750000 Penalty: 4931.750000
	Iteration 1F: 3 clusters Score -3855021 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3855434.000000 Penalty: 4931.750000
	Iteration 2F: 3 clusters Score -3855434 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3855783.500000 Penalty: 4931.750000
	Iteration 3Q: 3 clusters Score -3855784 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3856093.000000 Penalty: 4931.750000
	Iteration 4Q: 3 clusters Score -3856093 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3856359.250000 Penalty: 4931.750000
	Iteration 5Q: 3 clusters Score -3856359 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3856674.250000 Penalty: 4931.750000
	Iteration 6Q: 3 clusters Score -3856674 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -3857084.250000 Penalty: 4931.750000
	Iteration 7Q: 3 clusters Score -3857084 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3857581.250000 Penalty: 4931.750000
	Iteration 8Q: 3 clusters Score -3857581 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3858165.250000 Penalty: 4931.750000
	Iteration 9Q: 3 clusters Score -3858165 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3858834.000000 Penalty: 4931.750000
	Iteration 10Q: 3 clusters Score -3858834 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3859476.500000 Penalty: 4931.750000
	Iteration 11Q: 3 clusters Score -3859476 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3860030.750000 Penalty: 4931.750000
	Iteration 12Q: 3 clusters Score -3860031 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3860395.500000 Penalty: 4931.750000
	Iteration 13Q: 3 clusters Score -3860396 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3860585.750000 Penalty: 4931.750000
	Iteration 14Q: 3 clusters Score -3860586 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3860707.750000 Penalty: 4931.750000
	Iteration 15Q: 3 clusters Score -3860708 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3860789.500000 Penalty: 4931.750000
	Iteration 16Q: 3 clusters Score -3860790 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3860873.750000 Penalty: 4931.750000
	Iteration 17Q: 3 clusters Score -3860874 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3860913.750000 Penalty: 4931.750000
	Iteration 18Q: 3 clusters Score -3860914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3860981.750000 Penalty: 4931.750000
	Iteration 19Q: 3 clusters Score -3860982 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3861043.000000 Penalty: 4931.750000
	Iteration 20F: 3 clusters Score -3861043 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3861089.500000 Penalty: 4931.750000
	Iteration 21Q: 3 clusters Score -3861090 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3861114.750000 Penalty: 4931.750000
	Iteration 22Q: 3 clusters Score -3861115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3861159.750000 Penalty: 4931.750000
	Iteration 23Q: 3 clusters Score -3861160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3861193.250000 Penalty: 4931.750000
	Iteration 24Q: 3 clusters Score -3861193 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3861212.750000 Penalty: 4931.750000
	Iteration 25Q: 3 clusters Score -3861213 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3861243.750000 Penalty: 4931.750000
	Iteration 26Q: 3 clusters Score -3861244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3861259.500000 Penalty: 4931.750000
	Iteration 27Q: 3 clusters Score -3861260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3861271.500000 Penalty: 4931.750000
	Iteration 28Q: 3 clusters Score -3861272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3861280.250000 Penalty: 4931.750000
	Iteration 29Q: 3 clusters Score -3861280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3861281.500000 Penalty: 4931.750000
	Iteration 30Q: 3 clusters Score -3861282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3861287.250000 Penalty: 4931.750000
	Iteration 31Q: 3 clusters Score -3861287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3861303.000000 Penalty: 4931.750000
	Iteration 32Q: 3 clusters Score -3861303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3861309.250000 Penalty: 4931.750000
	Iteration 33Q: 3 clusters Score -3861309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3861320.250000 Penalty: 4931.750000
	Iteration 34Q: 3 clusters Score -3861320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3861320.000000 Penalty: 4931.750000
	Iteration 35Q: 3 clusters Score -3861320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3861329.750000 Penalty: 4931.750000
	Iteration 36Q: 3 clusters Score -3861330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3861334.750000 Penalty: 4931.750000
	Iteration 37Q: 3 clusters Score -3861335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3861341.500000 Penalty: 4931.750000
	Iteration 38Q: 3 clusters Score -3861342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3861349.500000 Penalty: 4931.750000
	Iteration 39Q: 3 clusters Score -3861350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3861356.000000 Penalty: 4931.750000
	Iteration 40F: 3 clusters Score -3861356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3861360.750000 Penalty: 4931.750000
	Iteration 41Q: 3 clusters Score -3861361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -3861366.500000 Penalty: 4931.750000
	Iteration 42Q: 3 clusters Score -3861366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3861375.000000 Penalty: 4931.750000
	Iteration 43Q: 3 clusters Score -3861375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3861374.750000 Penalty: 4931.750000
	Iteration 44Q: 3 clusters Score -3861375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3861387.750000 Penalty: 4931.750000
	Iteration 45Q: 3 clusters Score -3861388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3861388.750000 Penalty: 4931.750000
	Iteration 46Q: 3 clusters Score -3861389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3861392.750000 Penalty: 4931.750000
	Iteration 47Q: 3 clusters Score -3861393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3861408.000000 Penalty: 4931.750000
	Iteration 48Q: 3 clusters Score -3861408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3861420.250000 Penalty: 4931.750000
	Iteration 49Q: 3 clusters Score -3861420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3861432.000000 Penalty: 4931.750000
	Iteration 50Q: 3 clusters Score -3861432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3861438.500000 Penalty: 4931.750000
	Iteration 51Q: 3 clusters Score -3861438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3861439.250000 Penalty: 4931.750000
	Iteration 52Q: 3 clusters Score -3861439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3861441.750000 Penalty: 4931.750000
	Iteration 53Q: 3 clusters Score -3861442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3861455.750000 Penalty: 4931.750000
	Iteration 54Q: 3 clusters Score -3861456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3861468.500000 Penalty: 4931.750000
	Iteration 55Q: 3 clusters Score -3861468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3861491.250000 Penalty: 4931.750000
	Iteration 56Q: 3 clusters Score -3861491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3861505.750000 Penalty: 4931.750000
	Iteration 57Q: 3 clusters Score -3861506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3861511.750000 Penalty: 4931.750000
	Iteration 58Q: 3 clusters Score -3861512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3861527.000000 Penalty: 4931.750000
	Iteration 59Q: 3 clusters Score -3861527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3861549.750000 Penalty: 4931.750000
	Iteration 60F: 3 clusters Score -3861550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3861569.250000 Penalty: 4931.750000
	Iteration 61Q: 3 clusters Score -3861569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3861588.500000 Penalty: 4931.750000
	Iteration 62Q: 3 clusters Score -3861588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3861608.000000 Penalty: 4931.750000
	Iteration 63Q: 3 clusters Score -3861608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3861645.750000 Penalty: 4931.750000
	Iteration 64Q: 3 clusters Score -3861646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3861652.500000 Penalty: 4931.750000
	Iteration 65Q: 3 clusters Score -3861652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3861663.000000 Penalty: 4931.750000
	Iteration 66Q: 3 clusters Score -3861663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3861678.500000 Penalty: 4931.750000
	Iteration 67Q: 3 clusters Score -3861678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3861691.750000 Penalty: 4931.750000
	Iteration 68Q: 3 clusters Score -3861692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3861722.000000 Penalty: 4931.750000
	Iteration 69Q: 3 clusters Score -3861722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3861732.000000 Penalty: 4931.750000
	Iteration 70Q: 3 clusters Score -3861732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3861749.000000 Penalty: 4931.750000
	Iteration 71Q: 3 clusters Score -3861749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3861760.500000 Penalty: 4931.750000
	Iteration 72Q: 3 clusters Score -3861760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3861784.250000 Penalty: 4931.750000
	Iteration 73Q: 3 clusters Score -3861784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3861799.250000 Penalty: 4931.750000
	Iteration 74Q: 3 clusters Score -3861799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3861832.750000 Penalty: 4931.750000
	Iteration 75Q: 3 clusters Score -3861833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3861856.750000 Penalty: 4931.750000
	Iteration 76Q: 3 clusters Score -3861857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3861880.250000 Penalty: 4931.750000
	Iteration 77Q: 3 clusters Score -3861880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3861889.500000 Penalty: 4931.750000
	Iteration 78Q: 3 clusters Score -3861890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3861898.500000 Penalty: 4931.750000
	Iteration 79Q: 3 clusters Score -3861898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3861914.250000 Penalty: 4931.750000
	Iteration 80F: 3 clusters Score -3861914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3861908.750000 Penalty: 4931.750000
	Iteration 81Q: 3 clusters Score -3861909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3861909.250000 Penalty: 4931.750000
	Iteration 82Q: 3 clusters Score -3861909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3861911.000000 Penalty: 4931.750000
	Iteration 83Q: 3 clusters Score -3861911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3861928.500000 Penalty: 4931.750000
	Iteration 84Q: 3 clusters Score -3861928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3861933.250000 Penalty: 4931.750000
	Iteration 85Q: 3 clusters Score -3861933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3861934.500000 Penalty: 4931.750000
	Iteration 86Q: 3 clusters Score -3861934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3861944.000000 Penalty: 4931.750000
	Iteration 87Q: 3 clusters Score -3861944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3861955.000000 Penalty: 4931.750000
	Iteration 88Q: 3 clusters Score -3861955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3861959.500000 Penalty: 4931.750000
	Iteration 89Q: 3 clusters Score -3861960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3861962.250000 Penalty: 4931.750000
	Iteration 90Q: 3 clusters Score -3861962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3861977.750000 Penalty: 4931.750000
	Iteration 91Q: 3 clusters Score -3861978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3861969.000000 Penalty: 4931.750000
	Iteration 92Q: 3 clusters Score -3861969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3861967.750000 Penalty: 4931.750000
	Iteration 93Q: 3 clusters Score -3861968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3861979.000000 Penalty: 4931.750000
	Iteration 94Q: 3 clusters Score -3861979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3861983.250000 Penalty: 4931.750000
	Iteration 95Q: 3 clusters Score -3861983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3861992.500000 Penalty: 4931.750000
	Iteration 96Q: 3 clusters Score -3861992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3862005.250000 Penalty: 4931.750000
	Iteration 97Q: 3 clusters Score -3862005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3862013.750000 Penalty: 4931.750000
	Iteration 98Q: 3 clusters Score -3862014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3862019.750000 Penalty: 4931.750000
	Iteration 99Q: 3 clusters Score -3862020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3862023.750000 Penalty: 4931.750000
	Iteration 100F: 3 clusters Score -3862024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3862027.750000 Penalty: 4931.750000
	Iteration 101Q: 3 clusters Score -3862028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3862026.750000 Penalty: 4931.750000
	Iteration 102Q: 3 clusters Score -3862027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3862049.500000 Penalty: 4931.750000
	Iteration 103Q: 3 clusters Score -3862050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3862044.500000 Penalty: 4931.750000
	Iteration 104Q: 3 clusters Score -3862044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3862065.500000 Penalty: 4931.750000
	Iteration 105Q: 3 clusters Score -3862066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3862065.000000 Penalty: 4931.750000
	Iteration 106Q: 3 clusters Score -3862065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3862067.250000 Penalty: 4931.750000
	Iteration 107Q: 3 clusters Score -3862067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3862067.250000 Penalty: 4931.750000
	Iteration 108Q: 3 clusters Score -3862067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3862071.000000 Penalty: 4931.750000
	Iteration 109Q: 3 clusters Score -3862071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3862082.750000 Penalty: 4931.750000
	Iteration 110Q: 3 clusters Score -3862083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3862096.250000 Penalty: 4931.750000
	Iteration 111Q: 3 clusters Score -3862096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3862091.000000 Penalty: 4931.750000
	Iteration 112Q: 3 clusters Score -3862091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3862099.500000 Penalty: 4931.750000
	Iteration 113Q: 3 clusters Score -3862100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3862112.000000 Penalty: 4931.750000
	Iteration 114Q: 3 clusters Score -3862112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3862108.750000 Penalty: 4931.750000
	Iteration 115Q: 3 clusters Score -3862109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3862115.250000 Penalty: 4931.750000
	Iteration 116Q: 3 clusters Score -3862115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3862117.500000 Penalty: 4931.750000
	Iteration 117Q: 3 clusters Score -3862118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3862129.250000 Penalty: 4931.750000
	Iteration 118Q: 3 clusters Score -3862129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3862127.500000 Penalty: 4931.750000
	Iteration 119Q: 3 clusters Score -3862128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3862134.000000 Penalty: 4931.750000
	Iteration 120F: 3 clusters Score -3862134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3862131.500000 Penalty: 4931.750000
	Iteration 121Q: 3 clusters Score -3862132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3862132.500000 Penalty: 4931.750000
	Iteration 122Q: 3 clusters Score -3862132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3862134.000000 Penalty: 4931.750000
	Iteration 123Q: 3 clusters Score -3862134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3862130.250000 Penalty: 4931.750000
	Iteration 124Q: 3 clusters Score -3862130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3862127.000000 Penalty: 4931.750000
	Iteration 125Q: 3 clusters Score -3862127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3862132.500000 Penalty: 4931.750000
	Iteration 126Q: 3 clusters Score -3862132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3862131.250000 Penalty: 4931.750000
	Iteration 127Q: 3 clusters Score -3862131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3862131.000000 Penalty: 4931.750000
	Iteration 128Q: 3 clusters Score -3862131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3862131.750000 Penalty: 4931.750000
	Iteration 129Q: 3 clusters Score -3862132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3862132.750000 Penalty: 4931.750000
	Iteration 130Q: 3 clusters Score -3862133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3862142.250000 Penalty: 4931.750000
	Iteration 131Q: 3 clusters Score -3862142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3862138.750000 Penalty: 4931.750000
	Iteration 132Q: 3 clusters Score -3862139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3862141.500000 Penalty: 4931.750000
	Iteration 133Q: 3 clusters Score -3862142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3862142.500000 Penalty: 4931.750000
	Iteration 134Q: 3 clusters Score -3862142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3862140.750000 Penalty: 4931.750000
	Iteration 135Q: 3 clusters Score -3862141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3862138.000000 Penalty: 4931.750000
	Iteration 136Q: 3 clusters Score -3862138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3862148.000000 Penalty: 4931.750000
	Iteration 137Q: 3 clusters Score -3862148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3862143.750000 Penalty: 4931.750000
	Iteration 138Q: 3 clusters Score -3862144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3862145.250000 Penalty: 4931.750000
	Iteration 139Q: 3 clusters Score -3862145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3862140.250000 Penalty: 4931.750000
	Iteration 140F: 3 clusters Score -3862140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3862135.250000 Penalty: 4931.750000
	Iteration 141Q: 3 clusters Score -3862135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3862135.000000 Penalty: 4931.750000
	Iteration 142Q: 3 clusters Score -3862135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3862143.750000 Penalty: 4931.750000
	Iteration 143Q: 3 clusters Score -3862144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3862148.250000 Penalty: 4931.750000
	Iteration 144Q: 3 clusters Score -3862148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3862149.000000 Penalty: 4931.750000
	Iteration 145Q: 3 clusters Score -3862149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3862156.000000 Penalty: 4931.750000
	Iteration 146Q: 3 clusters Score -3862156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3862151.000000 Penalty: 4931.750000
	Iteration 147Q: 3 clusters Score -3862151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3862147.250000 Penalty: 4931.750000
	Iteration 148Q: 3 clusters Score -3862147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3862150.250000 Penalty: 4931.750000
	Iteration 149Q: 3 clusters Score -3862150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3862152.000000 Penalty: 4931.750000
	Iteration 150Q: 3 clusters Score -3862152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3862154.000000 Penalty: 4931.750000
	Iteration 151Q: 3 clusters Score -3862154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3862154.250000 Penalty: 4931.750000
	Iteration 152Q: 3 clusters Score -3862154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3862154.250000 Penalty: 4931.750000
	Iteration 153F: 3 clusters Score -3862154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Entering Unmasked Estep 
Score: -4098226.750000 Penalty: 2462.961670
	Iteration 0F: 2 clusters Score -4098227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4087270.250000 Penalty: 4925.923340
	Iteration 0F: 3 clusters Score -4087270 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4092156.250000 Penalty: 4925.923340
	Iteration 1F: 3 clusters Score -4092156 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4092652.000000 Penalty: 4925.923340
	Iteration 2F: 3 clusters Score -4092652 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4093097.250000 Penalty: 4925.923340
	Iteration 3F: 3 clusters Score -4093097 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4093540.000000 Penalty: 4925.923340
	Iteration 4Q: 3 clusters Score -4093540 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4093931.250000 Penalty: 4925.923340
	Iteration 5Q: 3 clusters Score -4093931 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4094390.250000 Penalty: 4925.923340
	Iteration 6Q: 3 clusters Score -4094390 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4095006.000000 Penalty: 4925.923340
	Iteration 7Q: 3 clusters Score -4095006 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4095722.750000 Penalty: 4925.923340
	Iteration 8F: 3 clusters Score -4095723 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4096385.750000 Penalty: 4925.923340
	Iteration 9Q: 3 clusters Score -4096386 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4096843.000000 Penalty: 4925.923340
	Iteration 10Q: 3 clusters Score -4096843 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4097130.750000 Penalty: 4925.923340
	Iteration 11Q: 3 clusters Score -4097131 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4097275.500000 Penalty: 4925.923340
	Iteration 12Q: 3 clusters Score -4097276 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4097419.250000 Penalty: 4925.923340
	Iteration 13Q: 3 clusters Score -4097419 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4097456.250000 Penalty: 4925.923340
	Iteration 14Q: 3 clusters Score -4097456 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -4097450.250000 Penalty: 4925.923340
	Iteration 15Q: 3 clusters Score -4097450 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4097484.000000 Penalty: 4925.923340
	Iteration 16Q: 3 clusters Score -4097484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4097574.000000 Penalty: 4925.923340
	Iteration 17Q: 3 clusters Score -4097574 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4097650.500000 Penalty: 4925.923340
	Iteration 18Q: 3 clusters Score -4097650 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4097712.000000 Penalty: 4925.923340
	Iteration 19Q: 3 clusters Score -4097712 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4097744.500000 Penalty: 4925.923340
	Iteration 20F: 3 clusters Score -4097744 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4097767.250000 Penalty: 4925.923340
	Iteration 21Q: 3 clusters Score -4097767 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4097813.750000 Penalty: 4925.923340
	Iteration 22Q: 3 clusters Score -4097814 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4097900.000000 Penalty: 4925.923340
	Iteration 23Q: 3 clusters Score -4097900 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4097918.000000 Penalty: 4925.923340
	Iteration 24Q: 3 clusters Score -4097918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4097945.250000 Penalty: 4925.923340
	Iteration 25Q: 3 clusters Score -4097945 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4097953.000000 Penalty: 4925.923340
	Iteration 26Q: 3 clusters Score -4097953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4097967.750000 Penalty: 4925.923340
	Iteration 27Q: 3 clusters Score -4097968 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4097988.500000 Penalty: 4925.923340
	Iteration 28Q: 3 clusters Score -4097988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4097966.250000 Penalty: 4925.923340
	Iteration 29Q: 3 clusters Score -4097966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4097965.750000 Penalty: 4925.923340
	Iteration 30Q: 3 clusters Score -4097966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4097951.000000 Penalty: 4925.923340
	Iteration 31Q: 3 clusters Score -4097951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4097953.250000 Penalty: 4925.923340
	Iteration 32Q: 3 clusters Score -4097953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4097951.000000 Penalty: 4925.923340
	Iteration 33Q: 3 clusters Score -4097951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4097954.500000 Penalty: 4925.923340
	Iteration 34Q: 3 clusters Score -4097954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4097946.750000 Penalty: 4925.923340
	Iteration 35Q: 3 clusters Score -4097947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4097928.500000 Penalty: 4925.923340
	Iteration 36Q: 3 clusters Score -4097928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4097925.500000 Penalty: 4925.923340
	Iteration 37Q: 3 clusters Score -4097926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4097912.250000 Penalty: 4925.923340
	Iteration 38Q: 3 clusters Score -4097912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4097908.750000 Penalty: 4925.923340
	Iteration 39Q: 3 clusters Score -4097909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4097907.250000 Penalty: 4925.923340
	Iteration 40F: 3 clusters Score -4097907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4097902.750000 Penalty: 4925.923340
	Iteration 41Q: 3 clusters Score -4097903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4097889.250000 Penalty: 4925.923340
	Iteration 42Q: 3 clusters Score -4097889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4097886.500000 Penalty: 4925.923340
	Iteration 43Q: 3 clusters Score -4097886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4097875.750000 Penalty: 4925.923340
	Iteration 44Q: 3 clusters Score -4097876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4097875.500000 Penalty: 4925.923340
	Iteration 45Q: 3 clusters Score -4097876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4097859.250000 Penalty: 4925.923340
	Iteration 46Q: 3 clusters Score -4097859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4097864.000000 Penalty: 4925.923340
	Iteration 47Q: 3 clusters Score -4097864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4097867.500000 Penalty: 4925.923340
	Iteration 48Q: 3 clusters Score -4097868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4097862.750000 Penalty: 4925.923340
	Iteration 49Q: 3 clusters Score -4097863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4097853.000000 Penalty: 4925.923340
	Iteration 50Q: 3 clusters Score -4097853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4097850.750000 Penalty: 4925.923340
	Iteration 51Q: 3 clusters Score -4097851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4097840.250000 Penalty: 4925.923340
	Iteration 52Q: 3 clusters Score -4097840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4097838.500000 Penalty: 4925.923340
	Iteration 53Q: 3 clusters Score -4097838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4097841.500000 Penalty: 4925.923340
	Iteration 54Q: 3 clusters Score -4097842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4097846.250000 Penalty: 4925.923340
	Iteration 55Q: 3 clusters Score -4097846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4097841.500000 Penalty: 4925.923340
	Iteration 56Q: 3 clusters Score -4097842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4097841.250000 Penalty: 4925.923340
	Iteration 57Q: 3 clusters Score -4097841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4097839.500000 Penalty: 4925.923340
	Iteration 58Q: 3 clusters Score -4097840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4097833.250000 Penalty: 4925.923340
	Iteration 59Q: 3 clusters Score -4097833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4097838.500000 Penalty: 4925.923340
	Iteration 60F: 3 clusters Score -4097838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4097835.250000 Penalty: 4925.923340
	Iteration 61Q: 3 clusters Score -4097835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4097835.000000 Penalty: 4925.923340
	Iteration 62Q: 3 clusters Score -4097835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4097836.500000 Penalty: 4925.923340
	Iteration 63Q: 3 clusters Score -4097836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4097830.000000 Penalty: 4925.923340
	Iteration 64Q: 3 clusters Score -4097830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4097827.750000 Penalty: 4925.923340
	Iteration 65Q: 3 clusters Score -4097828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4097822.500000 Penalty: 4925.923340
	Iteration 66Q: 3 clusters Score -4097822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4097817.250000 Penalty: 4925.923340
	Iteration 67Q: 3 clusters Score -4097817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4097818.250000 Penalty: 4925.923340
	Iteration 68Q: 3 clusters Score -4097818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4097818.250000 Penalty: 4925.923340
	Iteration 69F: 3 clusters Score -4097818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -146908.734375 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146908.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -147188.046875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -147400.390625 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147400.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -147521.500000 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -147521.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147640.312500 Penalty: 3361.712646
	Iteration 4F: 3 clusters Score -147640.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147724.593750 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147724.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147811.250000 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147868.484375 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147868.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147910.546875 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147910.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147928.156250 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147940.984375 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147955.375000 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147973.046875 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147976.046875 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147981.546875 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147981.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147983.921875 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147985.421875 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -147987.765625 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147988.593750 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147988.593750 Penalty: 3361.712646
	Iteration 19F: 3 clusters Score -147988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Entering Unmasked Estep 
Score: -3403306.500000 Penalty: 2433.057129
	Iteration 0F: 2 clusters Score -3403306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -3390506.500000 Penalty: 4866.114258
	Iteration 0F: 3 clusters Score -3390506 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3394767.000000 Penalty: 4866.114258
	Iteration 1F: 3 clusters Score -3394767 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3395299.250000 Penalty: 4866.114258
	Iteration 2F: 3 clusters Score -3395299 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3395914.750000 Penalty: 4866.114258
	Iteration 3F: 3 clusters Score -3395915 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3396528.750000 Penalty: 4866.114258
	Iteration 4F: 3 clusters Score -3396529 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3397213.250000 Penalty: 4866.114258
	Iteration 5F: 3 clusters Score -3397213 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3397957.250000 Penalty: 4866.114258
	Iteration 6F: 3 clusters Score -3397957 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -3398886.000000 Penalty: 4866.114258
	Iteration 7F: 3 clusters Score -3398886 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3399957.750000 Penalty: 4866.114258
	Iteration 8F: 3 clusters Score -3399958 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3400796.250000 Penalty: 4866.114258
	Iteration 9F: 3 clusters Score -3400796 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3401234.500000 Penalty: 4866.114258
	Iteration 10Q: 3 clusters Score -3401234 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3401389.750000 Penalty: 4866.114258
	Iteration 11Q: 3 clusters Score -3401390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3401473.500000 Penalty: 4866.114258
	Iteration 12Q: 3 clusters Score -3401474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3401515.250000 Penalty: 4866.114258
	Iteration 13Q: 3 clusters Score -3401515 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3401538.500000 Penalty: 4866.114258
	Iteration 14Q: 3 clusters Score -3401538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3401544.500000 Penalty: 4866.114258
	Iteration 15Q: 3 clusters Score -3401544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3401547.750000 Penalty: 4866.114258
	Iteration 16Q: 3 clusters Score -3401548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3401563.750000 Penalty: 4866.114258
	Iteration 17Q: 3 clusters Score -3401564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3401571.500000 Penalty: 4866.114258
	Iteration 18Q: 3 clusters Score -3401572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3401580.000000 Penalty: 4866.114258
	Iteration 19Q: 3 clusters Score -3401580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3401580.750000 Penalty: 4866.114258
	Iteration 20F: 3 clusters Score -3401581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3401583.000000 Penalty: 4866.114258
	Iteration 21Q: 3 clusters Score -3401583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3401582.250000 Penalty: 4866.114258
	Iteration 22Q: 3 clusters Score -3401582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3401578.000000 Penalty: 4866.114258
	Iteration 23Q: 3 clusters Score -3401578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3401577.000000 Penalty: 4866.114258
	Iteration 24Q: 3 clusters Score -3401577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3401581.750000 Penalty: 4866.114258
	Iteration 25Q: 3 clusters Score -3401582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3401580.250000 Penalty: 4866.114258
	Iteration 26Q: 3 clusters Score -3401580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3401582.500000 Penalty: 4866.114258
	Iteration 27Q: 3 clusters Score -3401582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3401590.250000 Penalty: 4866.114258
	Iteration 28Q: 3 clusters Score -3401590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3401590.250000 Penalty: 4866.114258
	Iteration 29Q: 3 clusters Score -3401590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3401595.750000 Penalty: 4866.114258
	Iteration 30Q: 3 clusters Score -3401596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3401597.250000 Penalty: 4866.114258
	Iteration 31Q: 3 clusters Score -3401597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3401593.000000 Penalty: 4866.114258
	Iteration 32Q: 3 clusters Score -3401593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3401593.750000 Penalty: 4866.114258
	Iteration 33Q: 3 clusters Score -3401594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3401602.250000 Penalty: 4866.114258
	Iteration 34Q: 3 clusters Score -3401602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3401606.750000 Penalty: 4866.114258
	Iteration 35Q: 3 clusters Score -3401607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3401601.500000 Penalty: 4866.114258
	Iteration 36Q: 3 clusters Score -3401602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3401603.750000 Penalty: 4866.114258
	Iteration 37Q: 3 clusters Score -3401604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3401607.250000 Penalty: 4866.114258
	Iteration 38Q: 3 clusters Score -3401607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3401604.250000 Penalty: 4866.114258
	Iteration 39Q: 3 clusters Score -3401604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3401610.000000 Penalty: 4866.114258
	Iteration 40F: 3 clusters Score -3401610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3401611.750000 Penalty: 4866.114258
	Iteration 41Q: 3 clusters Score -3401612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3401619.250000 Penalty: 4866.114258
	Iteration 42Q: 3 clusters Score -3401619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3401616.250000 Penalty: 4866.114258
	Iteration 43Q: 3 clusters Score -3401616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3401610.250000 Penalty: 4866.114258
	Iteration 44Q: 3 clusters Score -3401610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3401617.000000 Penalty: 4866.114258
	Iteration 45Q: 3 clusters Score -3401617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3401611.500000 Penalty: 4866.114258
	Iteration 46Q: 3 clusters Score -3401612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3401614.750000 Penalty: 4866.114258
	Iteration 47Q: 3 clusters Score -3401615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3401619.250000 Penalty: 4866.114258
	Iteration 48Q: 3 clusters Score -3401619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3401619.750000 Penalty: 4866.114258
	Iteration 49Q: 3 clusters Score -3401620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3401615.500000 Penalty: 4866.114258
	Iteration 50Q: 3 clusters Score -3401616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3401614.000000 Penalty: 4866.114258
	Iteration 51Q: 3 clusters Score -3401614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3401616.000000 Penalty: 4866.114258
	Iteration 52Q: 3 clusters Score -3401616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3401615.250000 Penalty: 4866.114258
	Iteration 53Q: 3 clusters Score -3401615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3401615.250000 Penalty: 4866.114258
	Iteration 54F: 3 clusters Score -3401615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -2551345.250000 Penalty: 2346.371826
	Iteration 0F: 2 clusters Score -2551345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2542332.750000 Penalty: 4692.743652
	Iteration 0F: 3 clusters Score -2542333 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2545166.750000 Penalty: 4692.743652
	Iteration 1F: 3 clusters Score -2545167 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2545474.250000 Penalty: 4692.743652
	Iteration 2F: 3 clusters Score -2545474 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2545664.250000 Penalty: 4692.743652
	Iteration 3Q: 3 clusters Score -2545664 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2545828.750000 Penalty: 4692.743652
	Iteration 4Q: 3 clusters Score -2545829 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2545959.000000 Penalty: 4692.743652
	Iteration 5Q: 3 clusters Score -2545959 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2546063.500000 Penalty: 4692.743652
	Iteration 6Q: 3 clusters Score -2546064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2546158.500000 Penalty: 4692.743652
	Iteration 7Q: 3 clusters Score -2546158 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2546253.750000 Penalty: 4692.743652
	Iteration 8Q: 3 clusters Score -2546254 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2546367.500000 Penalty: 4692.743652
	Iteration 9Q: 3 clusters Score -2546368 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2546498.750000 Penalty: 4692.743652
	Iteration 10Q: 3 clusters Score -2546499 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2546669.500000 Penalty: 4692.743652
	Iteration 11Q: 3 clusters Score -2546670 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2546864.750000 Penalty: 4692.743652
	Iteration 12Q: 3 clusters Score -2546865 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2547121.000000 Penalty: 4692.743652
	Iteration 13Q: 3 clusters Score -2547121 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2547420.500000 Penalty: 4692.743652
	Iteration 14Q: 3 clusters Score -2547420 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2547777.750000 Penalty: 4692.743652
	Iteration 15Q: 3 clusters Score -2547778 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2548136.500000 Penalty: 4692.743652
	Iteration 16Q: 3 clusters Score -2548136 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2548446.500000 Penalty: 4692.743652
	Iteration 17Q: 3 clusters Score -2548446 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2548700.000000 Penalty: 4692.743652
	Iteration 18Q: 3 clusters Score -2548700 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2548899.000000 Penalty: 4692.743652
	Iteration 19Q: 3 clusters Score -2548899 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2549018.250000 Penalty: 4692.743652
	Iteration 20F: 3 clusters Score -2549018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2549113.750000 Penalty: 4692.743652
	Iteration 21Q: 3 clusters Score -2549114 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2549170.500000 Penalty: 4692.743652
	Iteration 22Q: 3 clusters Score -2549170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2549203.500000 Penalty: 4692.743652
	Iteration 23Q: 3 clusters Score -2549204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2549249.500000 Penalty: 4692.743652
	Iteration 24Q: 3 clusters Score -2549250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2549271.750000 Penalty: 4692.743652
	Iteration 25Q: 3 clusters Score -2549272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2549281.500000 Penalty: 4692.743652
	Iteration 26Q: 3 clusters Score -2549282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2549301.250000 Penalty: 4692.743652
	Iteration 27Q: 3 clusters Score -2549301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2549305.750000 Penalty: 4692.743652
	Iteration 28Q: 3 clusters Score -2549306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2549307.750000 Penalty: 4692.743652
	Iteration 29Q: 3 clusters Score -2549308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2549306.250000 Penalty: 4692.743652
	Iteration 30Q: 3 clusters Score -2549306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2549306.500000 Penalty: 4692.743652
	Iteration 31Q: 3 clusters Score -2549306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2549312.250000 Penalty: 4692.743652
	Iteration 32Q: 3 clusters Score -2549312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2549316.500000 Penalty: 4692.743652
	Iteration 33Q: 3 clusters Score -2549316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2549320.500000 Penalty: 4692.743652
	Iteration 34Q: 3 clusters Score -2549320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2549322.750000 Penalty: 4692.743652
	Iteration 35Q: 3 clusters Score -2549323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2549322.750000 Penalty: 4692.743652
	Iteration 36Q: 3 clusters Score -2549323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2549326.000000 Penalty: 4692.743652
	Iteration 37Q: 3 clusters Score -2549326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2549326.000000 Penalty: 4692.743652
	Iteration 38F: 3 clusters Score -2549326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -2941803.750000 Penalty: 2392.739746
	Iteration 0F: 2 clusters Score -2941804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2930644.500000 Penalty: 4785.479492
	Iteration 0F: 3 clusters Score -2930644 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2934204.250000 Penalty: 4785.479492
	Iteration 1F: 3 clusters Score -2934204 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2934509.500000 Penalty: 4785.479492
	Iteration 2F: 3 clusters Score -2934510 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2934723.250000 Penalty: 4785.479492
	Iteration 3Q: 3 clusters Score -2934723 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2934893.500000 Penalty: 4785.479492
	Iteration 4Q: 3 clusters Score -2934894 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2935020.250000 Penalty: 4785.479492
	Iteration 5Q: 3 clusters Score -2935020 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2935129.000000 Penalty: 4785.479492
	Iteration 6Q: 3 clusters Score -2935129 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2935204.750000 Penalty: 4785.479492
	Iteration 7Q: 3 clusters Score -2935205 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2935260.750000 Penalty: 4785.479492
	Iteration 8Q: 3 clusters Score -2935261 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2935308.250000 Penalty: 4785.479492
	Iteration 9Q: 3 clusters Score -2935308 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2935350.500000 Penalty: 4785.479492
	Iteration 10Q: 3 clusters Score -2935350 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2935393.500000 Penalty: 4785.479492
	Iteration 11Q: 3 clusters Score -2935394 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2935446.500000 Penalty: 4785.479492
	Iteration 12Q: 3 clusters Score -2935446 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2935484.000000 Penalty: 4785.479492
	Iteration 13Q: 3 clusters Score -2935484 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2935518.750000 Penalty: 4785.479492
	Iteration 14Q: 3 clusters Score -2935519 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2935569.250000 Penalty: 4785.479492
	Iteration 15Q: 3 clusters Score -2935569 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2935622.500000 Penalty: 4785.479492
	Iteration 16Q: 3 clusters Score -2935622 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2935660.750000 Penalty: 4785.479492
	Iteration 17Q: 3 clusters Score -2935661 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2935709.500000 Penalty: 4785.479492
	Iteration 18Q: 3 clusters Score -2935710 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2935787.000000 Penalty: 4785.479492
	Iteration 19Q: 3 clusters Score -2935787 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2935873.500000 Penalty: 4785.479492
	Iteration 20F: 3 clusters Score -2935874 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2935973.250000 Penalty: 4785.479492
	Iteration 21Q: 3 clusters Score -2935973 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2936114.750000 Penalty: 4785.479492
	Iteration 22Q: 3 clusters Score -2936115 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2936298.250000 Penalty: 4785.479492
	Iteration 23Q: 3 clusters Score -2936298 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2936515.000000 Penalty: 4785.479492
	Iteration 24Q: 3 clusters Score -2936515 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2936802.000000 Penalty: 4785.479492
	Iteration 25Q: 3 clusters Score -2936802 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2937134.750000 Penalty: 4785.479492
	Iteration 26Q: 3 clusters Score -2937135 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2937512.500000 Penalty: 4785.479492
	Iteration 27Q: 3 clusters Score -2937512 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2937857.000000 Penalty: 4785.479492
	Iteration 28Q: 3 clusters Score -2937857 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2938154.500000 Penalty: 4785.479492
	Iteration 29Q: 3 clusters Score -2938154 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2938382.250000 Penalty: 4785.479492
	Iteration 30Q: 3 clusters Score -2938382 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2938584.500000 Penalty: 4785.479492
	Iteration 31Q: 3 clusters Score -2938584 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2938729.500000 Penalty: 4785.479492
	Iteration 32Q: 3 clusters Score -2938730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2938880.000000 Penalty: 4785.479492
	Iteration 33Q: 3 clusters Score -2938880 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2939012.750000 Penalty: 4785.479492
	Iteration 34Q: 3 clusters Score -2939013 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2939136.000000 Penalty: 4785.479492
	Iteration 35Q: 3 clusters Score -2939136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2939224.250000 Penalty: 4785.479492
	Iteration 36Q: 3 clusters Score -2939224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2939311.250000 Penalty: 4785.479492
	Iteration 37Q: 3 clusters Score -2939311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2939366.500000 Penalty: 4785.479492
	Iteration 38Q: 3 clusters Score -2939366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2939417.250000 Penalty: 4785.479492
	Iteration 39Q: 3 clusters Score -2939417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2939459.750000 Penalty: 4785.479492
	Iteration 40F: 3 clusters Score -2939460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2939488.000000 Penalty: 4785.479492
	Iteration 41Q: 3 clusters Score -2939488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2939530.750000 Penalty: 4785.479492
	Iteration 42Q: 3 clusters Score -2939531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2939562.000000 Penalty: 4785.479492
	Iteration 43Q: 3 clusters Score -2939562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2939587.000000 Penalty: 4785.479492
	Iteration 44Q: 3 clusters Score -2939587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2939616.750000 Penalty: 4785.479492
	Iteration 45Q: 3 clusters Score -2939617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2939636.750000 Penalty: 4785.479492
	Iteration 46Q: 3 clusters Score -2939637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2939662.250000 Penalty: 4785.479492
	Iteration 47Q: 3 clusters Score -2939662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2939675.750000 Penalty: 4785.479492
	Iteration 48Q: 3 clusters Score -2939676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2939679.500000 Penalty: 4785.479492
	Iteration 49Q: 3 clusters Score -2939680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2939684.250000 Penalty: 4785.479492
	Iteration 50Q: 3 clusters Score -2939684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2939700.000000 Penalty: 4785.479492
	Iteration 51Q: 3 clusters Score -2939700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2939708.750000 Penalty: 4785.479492
	Iteration 52Q: 3 clusters Score -2939709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2939708.000000 Penalty: 4785.479492
	Iteration 53Q: 3 clusters Score -2939708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2939713.000000 Penalty: 4785.479492
	Iteration 54Q: 3 clusters Score -2939713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2939713.000000 Penalty: 4785.479492
	Iteration 55Q: 3 clusters Score -2939713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2939716.250000 Penalty: 4785.479492
	Iteration 56Q: 3 clusters Score -2939716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2939717.250000 Penalty: 4785.479492
	Iteration 57Q: 3 clusters Score -2939717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2939718.500000 Penalty: 4785.479492
	Iteration 58Q: 3 clusters Score -2939718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2939719.000000 Penalty: 4785.479492
	Iteration 59Q: 3 clusters Score -2939719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2939721.500000 Penalty: 4785.479492
	Iteration 60F: 3 clusters Score -2939722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2939722.000000 Penalty: 4785.479492
	Iteration 61Q: 3 clusters Score -2939722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2939725.250000 Penalty: 4785.479492
	Iteration 62Q: 3 clusters Score -2939725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2939728.500000 Penalty: 4785.479492
	Iteration 63Q: 3 clusters Score -2939728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2939728.250000 Penalty: 4785.479492
	Iteration 64Q: 3 clusters Score -2939728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2939723.250000 Penalty: 4785.479492
	Iteration 65Q: 3 clusters Score -2939723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2939730.250000 Penalty: 4785.479492
	Iteration 66Q: 3 clusters Score -2939730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2939732.750000 Penalty: 4785.479492
	Iteration 67Q: 3 clusters Score -2939733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2939736.000000 Penalty: 4785.479492
	Iteration 68Q: 3 clusters Score -2939736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2939736.000000 Penalty: 4785.479492
	Iteration 69Q: 3 clusters Score -2939736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2939739.750000 Penalty: 4785.479492
	Iteration 70Q: 3 clusters Score -2939740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2939739.750000 Penalty: 4785.479492
	Iteration 71F: 3 clusters Score -2939740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Entering Unmasked Estep 
Score: -3589962.750000 Penalty: 2444.750000
	Iteration 0F: 2 clusters Score -3589963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3576688.750000 Penalty: 4889.500000
	Iteration 0F: 3 clusters Score -3576689 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3581037.000000 Penalty: 4889.500000
	Iteration 1F: 3 clusters Score -3581037 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3581436.000000 Penalty: 4889.500000
	Iteration 2F: 3 clusters Score -3581436 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3581768.000000 Penalty: 4889.500000
	Iteration 3Q: 3 clusters Score -3581768 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3581993.500000 Penalty: 4889.500000
	Iteration 4Q: 3 clusters Score -3581994 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3582193.250000 Penalty: 4889.500000
	Iteration 5Q: 3 clusters Score -3582193 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3582345.000000 Penalty: 4889.500000
	Iteration 6Q: 3 clusters Score -3582345 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3582503.250000 Penalty: 4889.500000
	Iteration 7Q: 3 clusters Score -3582503 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3582651.750000 Penalty: 4889.500000
	Iteration 8Q: 3 clusters Score -3582652 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3582806.000000 Penalty: 4889.500000
	Iteration 9Q: 3 clusters Score -3582806 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3583038.500000 Penalty: 4889.500000
	Iteration 10Q: 3 clusters Score -3583038 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3583295.500000 Penalty: 4889.500000
	Iteration 11Q: 3 clusters Score -3583296 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3583605.250000 Penalty: 4889.500000
	Iteration 12Q: 3 clusters Score -3583605 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3583992.500000 Penalty: 4889.500000
	Iteration 13Q: 3 clusters Score -3583992 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3584524.500000 Penalty: 4889.500000
	Iteration 14Q: 3 clusters Score -3584524 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3585137.250000 Penalty: 4889.500000
	Iteration 15Q: 3 clusters Score -3585137 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3585698.750000 Penalty: 4889.500000
	Iteration 16Q: 3 clusters Score -3585699 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3586140.500000 Penalty: 4889.500000
	Iteration 17Q: 3 clusters Score -3586140 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3586573.500000 Penalty: 4889.500000
	Iteration 18Q: 3 clusters Score -3586574 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3586910.250000 Penalty: 4889.500000
	Iteration 19Q: 3 clusters Score -3586910 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3587160.750000 Penalty: 4889.500000
	Iteration 20F: 3 clusters Score -3587161 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3587342.750000 Penalty: 4889.500000
	Iteration 21Q: 3 clusters Score -3587343 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3587488.500000 Penalty: 4889.500000
	Iteration 22Q: 3 clusters Score -3587488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3587586.250000 Penalty: 4889.500000
	Iteration 23Q: 3 clusters Score -3587586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3587662.750000 Penalty: 4889.500000
	Iteration 24Q: 3 clusters Score -3587663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3587710.500000 Penalty: 4889.500000
	Iteration 25Q: 3 clusters Score -3587710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3587747.500000 Penalty: 4889.500000
	Iteration 26Q: 3 clusters Score -3587748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3587764.500000 Penalty: 4889.500000
	Iteration 27Q: 3 clusters Score -3587764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3587787.750000 Penalty: 4889.500000
	Iteration 28Q: 3 clusters Score -3587788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3587802.500000 Penalty: 4889.500000
	Iteration 29Q: 3 clusters Score -3587802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3587818.000000 Penalty: 4889.500000
	Iteration 30Q: 3 clusters Score -3587818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3587823.750000 Penalty: 4889.500000
	Iteration 31Q: 3 clusters Score -3587824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3587830.750000 Penalty: 4889.500000
	Iteration 32Q: 3 clusters Score -3587831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3587843.250000 Penalty: 4889.500000
	Iteration 33Q: 3 clusters Score -3587843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3587847.250000 Penalty: 4889.500000
	Iteration 34Q: 3 clusters Score -3587847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3587853.250000 Penalty: 4889.500000
	Iteration 35Q: 3 clusters Score -3587853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3587859.500000 Penalty: 4889.500000
	Iteration 36Q: 3 clusters Score -3587860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3587860.000000 Penalty: 4889.500000
	Iteration 37Q: 3 clusters Score -3587860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3587866.500000 Penalty: 4889.500000
	Iteration 38Q: 3 clusters Score -3587866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3587866.250000 Penalty: 4889.500000
	Iteration 39Q: 3 clusters Score -3587866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3587867.500000 Penalty: 4889.500000
	Iteration 40F: 3 clusters Score -3587868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3587871.750000 Penalty: 4889.500000
	Iteration 41Q: 3 clusters Score -3587872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3587873.500000 Penalty: 4889.500000
	Iteration 42Q: 3 clusters Score -3587874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3587874.000000 Penalty: 4889.500000
	Iteration 43Q: 3 clusters Score -3587874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3587874.750000 Penalty: 4889.500000
	Iteration 44Q: 3 clusters Score -3587875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3587877.750000 Penalty: 4889.500000
	Iteration 45Q: 3 clusters Score -3587878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3587877.750000 Penalty: 4889.500000
	Iteration 46Q: 3 clusters Score -3587878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3587877.750000 Penalty: 4889.500000
	Iteration 47F: 3 clusters Score -3587878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Entering Unmasked Estep 
Score: -4277313.000000 Penalty: 2473.596436
	Iteration 0F: 2 clusters Score -4277313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4266702.000000 Penalty: 4947.192871
	Iteration 0F: 3 clusters Score -4266702 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -4271825.000000 Penalty: 4947.192871
	Iteration 1F: 3 clusters Score -4271825 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4272182.000000 Penalty: 4947.192871
	Iteration 2F: 3 clusters Score -4272182 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4272472.500000 Penalty: 4947.192871
	Iteration 3Q: 3 clusters Score -4272472 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4272725.000000 Penalty: 4947.192871
	Iteration 4Q: 3 clusters Score -4272725 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4272940.000000 Penalty: 4947.192871
	Iteration 5Q: 3 clusters Score -4272940 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4273140.500000 Penalty: 4947.192871
	Iteration 6Q: 3 clusters Score -4273140 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -4273317.000000 Penalty: 4947.192871
	Iteration 7Q: 3 clusters Score -4273317 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4273535.000000 Penalty: 4947.192871
	Iteration 8Q: 3 clusters Score -4273535 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4273806.000000 Penalty: 4947.192871
	Iteration 9Q: 3 clusters Score -4273806 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4274121.500000 Penalty: 4947.192871
	Iteration 10Q: 3 clusters Score -4274122 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4274526.500000 Penalty: 4947.192871
	Iteration 11Q: 3 clusters Score -4274526 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -4274978.000000 Penalty: 4947.192871
	Iteration 12Q: 3 clusters Score -4274978 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4275540.500000 Penalty: 4947.192871
	Iteration 13Q: 3 clusters Score -4275540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4275935.000000 Penalty: 4947.192871
	Iteration 14Q: 3 clusters Score -4275935 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4276182.500000 Penalty: 4947.192871
	Iteration 15Q: 3 clusters Score -4276182 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4276287.000000 Penalty: 4947.192871
	Iteration 16Q: 3 clusters Score -4276287 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4276345.000000 Penalty: 4947.192871
	Iteration 17Q: 3 clusters Score -4276345 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4276368.500000 Penalty: 4947.192871
	Iteration 18Q: 3 clusters Score -4276368 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4276369.000000 Penalty: 4947.192871
	Iteration 19Q: 3 clusters Score -4276369 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4276401.500000 Penalty: 4947.192871
	Iteration 20F: 3 clusters Score -4276402 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4276409.000000 Penalty: 4947.192871
	Iteration 21Q: 3 clusters Score -4276409 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4276320.500000 Penalty: 4947.192871
	Iteration 22Q: 3 clusters Score -4276320 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4276267.500000 Penalty: 4947.192871
	Iteration 23Q: 3 clusters Score -4276268 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4276262.500000 Penalty: 4947.192871
	Iteration 24Q: 3 clusters Score -4276262 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4276225.500000 Penalty: 4947.192871
	Iteration 25Q: 3 clusters Score -4276226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4276188.000000 Penalty: 4947.192871
	Iteration 26Q: 3 clusters Score -4276188 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -4276176.500000 Penalty: 4947.192871
	Iteration 27Q: 3 clusters Score -4276176 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4276185.000000 Penalty: 4947.192871
	Iteration 28Q: 3 clusters Score -4276185 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4276171.000000 Penalty: 4947.192871
	Iteration 29Q: 3 clusters Score -4276171 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4276164.500000 Penalty: 4947.192871
	Iteration 30Q: 3 clusters Score -4276164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4276167.000000 Penalty: 4947.192871
	Iteration 31Q: 3 clusters Score -4276167 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4276226.000000 Penalty: 4947.192871
	Iteration 32Q: 3 clusters Score -4276226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4276278.000000 Penalty: 4947.192871
	Iteration 33Q: 3 clusters Score -4276278 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4276303.000000 Penalty: 4947.192871
	Iteration 34Q: 3 clusters Score -4276303 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4276349.000000 Penalty: 4947.192871
	Iteration 35Q: 3 clusters Score -4276349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -4276389.500000 Penalty: 4947.192871
	Iteration 36Q: 3 clusters Score -4276390 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4276404.000000 Penalty: 4947.192871
	Iteration 37Q: 3 clusters Score -4276404 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4276442.500000 Penalty: 4947.192871
	Iteration 38Q: 3 clusters Score -4276442 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4276474.500000 Penalty: 4947.192871
	Iteration 39Q: 3 clusters Score -4276474 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4276519.500000 Penalty: 4947.192871
	Iteration 40F: 3 clusters Score -4276520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4276579.500000 Penalty: 4947.192871
	Iteration 41Q: 3 clusters Score -4276580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4276603.000000 Penalty: 4947.192871
	Iteration 42Q: 3 clusters Score -4276603 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4276641.500000 Penalty: 4947.192871
	Iteration 43Q: 3 clusters Score -4276642 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4276682.000000 Penalty: 4947.192871
	Iteration 44Q: 3 clusters Score -4276682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4276694.500000 Penalty: 4947.192871
	Iteration 45Q: 3 clusters Score -4276694 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4276732.500000 Penalty: 4947.192871
	Iteration 46Q: 3 clusters Score -4276732 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4276743.000000 Penalty: 4947.192871
	Iteration 47Q: 3 clusters Score -4276743 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4276780.500000 Penalty: 4947.192871
	Iteration 48Q: 3 clusters Score -4276780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4276800.500000 Penalty: 4947.192871
	Iteration 49Q: 3 clusters Score -4276800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4276806.500000 Penalty: 4947.192871
	Iteration 50Q: 3 clusters Score -4276806 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4276816.000000 Penalty: 4947.192871
	Iteration 51Q: 3 clusters Score -4276816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4276811.000000 Penalty: 4947.192871
	Iteration 52Q: 3 clusters Score -4276811 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -4276823.500000 Penalty: 4947.192871
	Iteration 53Q: 3 clusters Score -4276824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4276830.500000 Penalty: 4947.192871
	Iteration 54Q: 3 clusters Score -4276830 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4276840.500000 Penalty: 4947.192871
	Iteration 55Q: 3 clusters Score -4276840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4276860.500000 Penalty: 4947.192871
	Iteration 56Q: 3 clusters Score -4276860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4276902.500000 Penalty: 4947.192871
	Iteration 57Q: 3 clusters Score -4276902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4276915.500000 Penalty: 4947.192871
	Iteration 58Q: 3 clusters Score -4276916 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -4276954.500000 Penalty: 4947.192871
	Iteration 59Q: 3 clusters Score -4276954 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4276988.500000 Penalty: 4947.192871
	Iteration 60F: 3 clusters Score -4276988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4277037.000000 Penalty: 4947.192871
	Iteration 61Q: 3 clusters Score -4277037 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4277068.000000 Penalty: 4947.192871
	Iteration 62Q: 3 clusters Score -4277068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4277105.500000 Penalty: 4947.192871
	Iteration 63Q: 3 clusters Score -4277106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4277122.500000 Penalty: 4947.192871
	Iteration 64Q: 3 clusters Score -4277122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4277164.500000 Penalty: 4947.192871
	Iteration 65Q: 3 clusters Score -4277164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4277187.000000 Penalty: 4947.192871
	Iteration 66Q: 3 clusters Score -4277187 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4277221.000000 Penalty: 4947.192871
	Iteration 67Q: 3 clusters Score -4277221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4277267.000000 Penalty: 4947.192871
	Iteration 68Q: 3 clusters Score -4277267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4277286.500000 Penalty: 4947.192871
	Iteration 69Q: 3 clusters Score -4277286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4277334.000000 Penalty: 4947.192871
	Iteration 70Q: 3 clusters Score -4277334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4277378.000000 Penalty: 4947.192871
	Iteration 71Q: 3 clusters Score -4277378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4277410.000000 Penalty: 4947.192871
	Iteration 72Q: 3 clusters Score -4277410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4277421.500000 Penalty: 4947.192871
	Iteration 73Q: 3 clusters Score -4277422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4277483.000000 Penalty: 4947.192871
	Iteration 74Q: 3 clusters Score -4277483 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4277491.000000 Penalty: 4947.192871
	Iteration 75Q: 3 clusters Score -4277491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4277509.000000 Penalty: 4947.192871
	Iteration 76Q: 3 clusters Score -4277509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4277517.000000 Penalty: 4947.192871
	Iteration 77Q: 3 clusters Score -4277517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4277533.500000 Penalty: 4947.192871
	Iteration 78Q: 3 clusters Score -4277534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4277539.000000 Penalty: 4947.192871
	Iteration 79Q: 3 clusters Score -4277539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -4277548.500000 Penalty: 4947.192871
	Iteration 80F: 3 clusters Score -4277548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4277556.000000 Penalty: 4947.192871
	Iteration 81Q: 3 clusters Score -4277556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4277573.500000 Penalty: 4947.192871
	Iteration 82Q: 3 clusters Score -4277574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4277568.000000 Penalty: 4947.192871
	Iteration 83Q: 3 clusters Score -4277568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4277571.000000 Penalty: 4947.192871
	Iteration 84Q: 3 clusters Score -4277571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4277574.000000 Penalty: 4947.192871
	Iteration 85Q: 3 clusters Score -4277574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4277583.000000 Penalty: 4947.192871
	Iteration 86Q: 3 clusters Score -4277583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4277592.500000 Penalty: 4947.192871
	Iteration 87Q: 3 clusters Score -4277592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4277595.000000 Penalty: 4947.192871
	Iteration 88Q: 3 clusters Score -4277595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4277597.500000 Penalty: 4947.192871
	Iteration 89Q: 3 clusters Score -4277598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4277613.000000 Penalty: 4947.192871
	Iteration 90Q: 3 clusters Score -4277613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4277601.000000 Penalty: 4947.192871
	Iteration 91Q: 3 clusters Score -4277601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4277603.000000 Penalty: 4947.192871
	Iteration 92Q: 3 clusters Score -4277603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4277600.000000 Penalty: 4947.192871
	Iteration 93Q: 3 clusters Score -4277600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4277612.000000 Penalty: 4947.192871
	Iteration 94Q: 3 clusters Score -4277612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4277611.000000 Penalty: 4947.192871
	Iteration 95Q: 3 clusters Score -4277611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4277618.500000 Penalty: 4947.192871
	Iteration 96Q: 3 clusters Score -4277618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4277613.000000 Penalty: 4947.192871
	Iteration 97Q: 3 clusters Score -4277613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4277613.000000 Penalty: 4947.192871
	Iteration 98Q: 3 clusters Score -4277613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4277613.500000 Penalty: 4947.192871
	Iteration 99Q: 3 clusters Score -4277614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4277618.500000 Penalty: 4947.192871
	Iteration 100F: 3 clusters Score -4277618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4277617.000000 Penalty: 4947.192871
	Iteration 101Q: 3 clusters Score -4277617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4277617.500000 Penalty: 4947.192871
	Iteration 102Q: 3 clusters Score -4277618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4277621.000000 Penalty: 4947.192871
	Iteration 103Q: 3 clusters Score -4277621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4277617.500000 Penalty: 4947.192871
	Iteration 104Q: 3 clusters Score -4277618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4277629.500000 Penalty: 4947.192871
	Iteration 105Q: 3 clusters Score -4277630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4277622.000000 Penalty: 4947.192871
	Iteration 106Q: 3 clusters Score -4277622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4277622.000000 Penalty: 4947.192871
	Iteration 107F: 3 clusters Score -4277622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 18710 members 
Mstep: Class 26 contains 26345 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 28 contains 10634 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18228 members 
Mstep: Class 34 contains 12851 members 
Mstep: Class 35 contains 15493 members 
Mstep: Class 36 contains 19108 members 
Mstep: Class 38 contains 10831 members 
Mstep: Class 39 contains 20506 members 
Entering Unmasked Estep 
Score: -87210704.000000 Penalty: 123093.132812
Splitting cluster 38 changes total score from -87211560.000000 to -87210704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (20506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Entering Unmasked Estep 
Score: -4095867.250000 Penalty: 2462.261230
	Iteration 0F: 2 clusters Score -4095867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4085255.500000 Penalty: 4924.522461
	Iteration 0F: 3 clusters Score -4085256 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4089980.750000 Penalty: 4924.522461
	Iteration 1F: 3 clusters Score -4089981 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -4090458.750000 Penalty: 4924.522461
	Iteration 2F: 3 clusters Score -4090459 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4090880.500000 Penalty: 4924.522461
	Iteration 3F: 3 clusters Score -4090880 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -4091323.750000 Penalty: 4924.522461
	Iteration 4F: 3 clusters Score -4091324 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4091819.000000 Penalty: 4924.522461
	Iteration 5F: 3 clusters Score -4091819 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4092371.000000 Penalty: 4924.522461
	Iteration 6F: 3 clusters Score -4092371 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4093064.250000 Penalty: 4924.522461
	Iteration 7F: 3 clusters Score -4093064 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4093760.000000 Penalty: 4924.522461
	Iteration 8Q: 3 clusters Score -4093760 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4094119.250000 Penalty: 4924.522461
	Iteration 9Q: 3 clusters Score -4094119 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4094283.250000 Penalty: 4924.522461
	Iteration 10Q: 3 clusters Score -4094283 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4094380.000000 Penalty: 4924.522461
	Iteration 11Q: 3 clusters Score -4094380 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4094353.250000 Penalty: 4924.522461
	Iteration 12Q: 3 clusters Score -4094353 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4094327.250000 Penalty: 4924.522461
	Iteration 13Q: 3 clusters Score -4094327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4094304.250000 Penalty: 4924.522461
	Iteration 14Q: 3 clusters Score -4094304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4094296.250000 Penalty: 4924.522461
	Iteration 15Q: 3 clusters Score -4094296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4094312.500000 Penalty: 4924.522461
	Iteration 16Q: 3 clusters Score -4094312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4094305.000000 Penalty: 4924.522461
	Iteration 17Q: 3 clusters Score -4094305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4094313.000000 Penalty: 4924.522461
	Iteration 18Q: 3 clusters Score -4094313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4094297.250000 Penalty: 4924.522461
	Iteration 19Q: 3 clusters Score -4094297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4094296.250000 Penalty: 4924.522461
	Iteration 20F: 3 clusters Score -4094296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4094306.250000 Penalty: 4924.522461
	Iteration 21Q: 3 clusters Score -4094306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4094304.750000 Penalty: 4924.522461
	Iteration 22Q: 3 clusters Score -4094305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4094312.250000 Penalty: 4924.522461
	Iteration 23Q: 3 clusters Score -4094312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4094304.750000 Penalty: 4924.522461
	Iteration 24Q: 3 clusters Score -4094305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4094294.250000 Penalty: 4924.522461
	Iteration 25Q: 3 clusters Score -4094294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4094300.250000 Penalty: 4924.522461
	Iteration 26Q: 3 clusters Score -4094300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4094310.750000 Penalty: 4924.522461
	Iteration 27Q: 3 clusters Score -4094311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4094304.500000 Penalty: 4924.522461
	Iteration 28Q: 3 clusters Score -4094304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4094311.000000 Penalty: 4924.522461
	Iteration 29Q: 3 clusters Score -4094311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4094306.000000 Penalty: 4924.522461
	Iteration 30Q: 3 clusters Score -4094306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4094293.750000 Penalty: 4924.522461
	Iteration 31Q: 3 clusters Score -4094294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4094288.250000 Penalty: 4924.522461
	Iteration 32Q: 3 clusters Score -4094288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4094287.500000 Penalty: 4924.522461
	Iteration 33Q: 3 clusters Score -4094288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4094291.750000 Penalty: 4924.522461
	Iteration 34Q: 3 clusters Score -4094292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4094294.000000 Penalty: 4924.522461
	Iteration 35Q: 3 clusters Score -4094294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4094297.500000 Penalty: 4924.522461
	Iteration 36Q: 3 clusters Score -4094298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4094292.000000 Penalty: 4924.522461
	Iteration 37Q: 3 clusters Score -4094292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4094299.750000 Penalty: 4924.522461
	Iteration 38Q: 3 clusters Score -4094300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4094294.750000 Penalty: 4924.522461
	Iteration 39Q: 3 clusters Score -4094295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4094293.750000 Penalty: 4924.522461
	Iteration 40F: 3 clusters Score -4094294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4094295.000000 Penalty: 4924.522461
	Iteration 41Q: 3 clusters Score -4094295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4094287.750000 Penalty: 4924.522461
	Iteration 42Q: 3 clusters Score -4094288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4094281.500000 Penalty: 4924.522461
	Iteration 43Q: 3 clusters Score -4094282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4094282.000000 Penalty: 4924.522461
	Iteration 44Q: 3 clusters Score -4094282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4094285.750000 Penalty: 4924.522461
	Iteration 45Q: 3 clusters Score -4094286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4094277.750000 Penalty: 4924.522461
	Iteration 46Q: 3 clusters Score -4094278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4094277.000000 Penalty: 4924.522461
	Iteration 47Q: 3 clusters Score -4094277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4094277.000000 Penalty: 4924.522461
	Iteration 48Q: 3 clusters Score -4094277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4094277.000000 Penalty: 4924.522461
	Iteration 49F: 3 clusters Score -4094277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 21635 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 10654 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 30603 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20763 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20064 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 18710 members 
Mstep: Class 26 contains 26345 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18228 members 
Mstep: Class 34 contains 12851 members 
Mstep: Class 35 contains 15493 members 
Mstep: Class 36 contains 19108 members 
Mstep: Class 38 contains 21465 members 
Mstep: Class 39 contains 20506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211416.000000 Penalty: 119853.843750
Iteration 239Q: 38 clusters Score -8.721142e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8100 members 
Mstep: Class 5 contains 21600 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 10629 members 
Mstep: Class 9 contains 22926 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14051 members 
Mstep: Class 13 contains 30478 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20739 members 
Mstep: Class 16 contains 19312 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 20042 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 11545 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 11600 members 
Mstep: Class 25 contains 18688 members 
Mstep: Class 26 contains 26243 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 20583 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 12857 members 
Mstep: Class 35 contains 15800 members 
Mstep: Class 36 contains 19125 members 
Mstep: Class 38 contains 21486 members 
Mstep: Class 39 contains 20498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211752.000000 Penalty: 119853.843750
Iteration 240F: 38 clusters Score -8.721175e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 10600 members 
Mstep: Class 9 contains 22888 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14089 members 
Mstep: Class 13 contains 30366 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 2463 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19998 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 11612 members 
Mstep: Class 25 contains 18682 members 
Mstep: Class 26 contains 26149 members 
Mstep: Class 27 contains 20521 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20810 members 
Mstep: Class 31 contains 20577 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18264 members 
Mstep: Class 34 contains 12860 members 
Mstep: Class 35 contains 16088 members 
Mstep: Class 36 contains 19145 members 
Mstep: Class 38 contains 21522 members 
Mstep: Class 39 contains 20487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211880.000000 Penalty: 119853.843750
Iteration 241Q: 38 clusters Score -8.721188e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 21535 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 44382 members 
Mstep: Class 8 contains 10580 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14119 members 
Mstep: Class 13 contains 30253 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20657 members 
Mstep: Class 16 contains 19351 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19964 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 11613 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11614 members 
Mstep: Class 25 contains 18680 members 
Mstep: Class 26 contains 26040 members 
Mstep: Class 27 contains 20513 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20795 members 
Mstep: Class 31 contains 20564 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18284 members 
Mstep: Class 34 contains 12858 members 
Mstep: Class 35 contains 16423 members 
Mstep: Class 36 contains 19159 members 
Mstep: Class 38 contains 21536 members 
Mstep: Class 39 contains 20493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212048.000000 Penalty: 119853.843750
Iteration 242Q: 38 clusters Score -8.721205e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8090 members 
Mstep: Class 5 contains 21514 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 44385 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 22791 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14140 members 
Mstep: Class 13 contains 30116 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20607 members 
Mstep: Class 16 contains 19367 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19933 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 11650 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11632 members 
Mstep: Class 25 contains 18666 members 
Mstep: Class 26 contains 25922 members 
Mstep: Class 27 contains 20502 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20794 members 
Mstep: Class 31 contains 20541 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18303 members 
Mstep: Class 34 contains 12874 members 
Mstep: Class 35 contains 16774 members 
Mstep: Class 36 contains 19189 members 
Mstep: Class 38 contains 21539 members 
Mstep: Class 39 contains 20496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212432.000000 Penalty: 119853.843750
Iteration 243Q: 38 clusters Score -8.721243e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8089 members 
Mstep: Class 5 contains 21503 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 13 contains 29989 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20566 members 
Mstep: Class 16 contains 19371 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19910 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 11676 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11645 members 
Mstep: Class 25 contains 18651 members 
Mstep: Class 26 contains 25783 members 
Mstep: Class 27 contains 20480 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20796 members 
Mstep: Class 31 contains 20540 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18340 members 
Mstep: Class 34 contains 12889 members 
Mstep: Class 35 contains 17117 members 
Mstep: Class 36 contains 19209 members 
Mstep: Class 38 contains 21542 members 
Mstep: Class 39 contains 20482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212632.000000 Penalty: 119853.843750
Iteration 244Q: 38 clusters Score -8.721263e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 21494 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 44392 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 22647 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14156 members 
Mstep: Class 13 contains 29869 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20495 members 
Mstep: Class 16 contains 19363 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19878 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 11675 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4933 members 
Mstep: Class 24 contains 11656 members 
Mstep: Class 25 contains 18654 members 
Mstep: Class 26 contains 25646 members 
Mstep: Class 27 contains 20507 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20783 members 
Mstep: Class 31 contains 20561 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18375 members 
Mstep: Class 34 contains 12900 members 
Mstep: Class 35 contains 17535 members 
Mstep: Class 36 contains 19199 members 
Mstep: Class 38 contains 21584 members 
Mstep: Class 39 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212600.000000 Penalty: 119853.843750
Iteration 245Q: 38 clusters Score -8.72126e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 21474 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 10535 members 
Mstep: Class 9 contains 22569 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14181 members 
Mstep: Class 13 contains 29743 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19854 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 11704 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11662 members 
Mstep: Class 25 contains 18654 members 
Mstep: Class 26 contains 25499 members 
Mstep: Class 27 contains 20510 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20769 members 
Mstep: Class 31 contains 20546 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18402 members 
Mstep: Class 34 contains 12880 members 
Mstep: Class 35 contains 17971 members 
Mstep: Class 36 contains 19202 members 
Mstep: Class 38 contains 21631 members 
Mstep: Class 39 contains 20467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212872.000000 Penalty: 119853.843750
Iteration 246Q: 38 clusters Score -8.721287e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 21451 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 44385 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 22457 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14206 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20368 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19825 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 11716 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11671 members 
Mstep: Class 25 contains 18659 members 
Mstep: Class 26 contains 25340 members 
Mstep: Class 27 contains 20513 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20770 members 
Mstep: Class 31 contains 20552 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18431 members 
Mstep: Class 34 contains 12850 members 
Mstep: Class 35 contains 18472 members 
Mstep: Class 36 contains 19209 members 
Mstep: Class 38 contains 21640 members 
Mstep: Class 39 contains 20481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212784.000000 Penalty: 119853.843750
Iteration 247Q: 38 clusters Score -8.721278e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 21409 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 22331 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14218 members 
Mstep: Class 13 contains 29368 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20291 members 
Mstep: Class 16 contains 19313 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19808 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 11725 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11689 members 
Mstep: Class 25 contains 18649 members 
Mstep: Class 26 contains 25195 members 
Mstep: Class 27 contains 20540 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20782 members 
Mstep: Class 31 contains 20552 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18458 members 
Mstep: Class 34 contains 12840 members 
Mstep: Class 35 contains 18995 members 
Mstep: Class 36 contains 19242 members 
Mstep: Class 38 contains 21670 members 
Mstep: Class 39 contains 20465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212960.000000 Penalty: 119853.843750
Iteration 248Q: 38 clusters Score -8.721296e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 21384 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 22213 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 13 contains 29181 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20206 members 
Mstep: Class 16 contains 19297 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19764 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 18638 members 
Mstep: Class 26 contains 25049 members 
Mstep: Class 27 contains 20565 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20792 members 
Mstep: Class 31 contains 20541 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18490 members 
Mstep: Class 34 contains 12847 members 
Mstep: Class 35 contains 19532 members 
Mstep: Class 36 contains 19274 members 
Mstep: Class 38 contains 21680 members 
Mstep: Class 39 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213112.000000 Penalty: 119853.843750
Iteration 249Q: 38 clusters Score -8.721311e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 10524 members 
Mstep: Class 9 contains 22082 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 13 contains 28942 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20191 members 
Mstep: Class 16 contains 19263 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19744 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 11762 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 18631 members 
Mstep: Class 26 contains 24910 members 
Mstep: Class 27 contains 20574 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20799 members 
Mstep: Class 31 contains 20548 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18537 members 
Mstep: Class 34 contains 12855 members 
Mstep: Class 35 contains 20082 members 
Mstep: Class 36 contains 19265 members 
Mstep: Class 38 contains 21687 members 
Mstep: Class 39 contains 20447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213312.000000 Penalty: 119853.843750
Iteration 250Q: 38 clusters Score -8.721331e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 21377 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 44333 members 
Mstep: Class 8 contains 10523 members 
Mstep: Class 9 contains 21916 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14314 members 
Mstep: Class 13 contains 28682 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20197 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19708 members 
Mstep: Class 20 contains 1185 members 
Mstep: Class 21 contains 11769 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 11700 members 
Mstep: Class 25 contains 18622 members 
Mstep: Class 26 contains 24770 members 
Mstep: Class 27 contains 20596 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20810 members 
Mstep: Class 31 contains 20535 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18558 members 
Mstep: Class 34 contains 12856 members 
Mstep: Class 35 contains 20678 members 
Mstep: Class 36 contains 19278 members 
Mstep: Class 38 contains 21707 members 
Mstep: Class 39 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212832.000000 Penalty: 119853.843750
Iteration 251Q: 38 clusters Score -8.721283e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8034 members 
Mstep: Class 5 contains 21357 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 44305 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20242 members 
Mstep: Class 16 contains 19199 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19671 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 11776 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 11707 members 
Mstep: Class 25 contains 18623 members 
Mstep: Class 26 contains 24652 members 
Mstep: Class 27 contains 20605 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20824 members 
Mstep: Class 31 contains 20551 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18595 members 
Mstep: Class 34 contains 12861 members 
Mstep: Class 35 contains 21276 members 
Mstep: Class 36 contains 19303 members 
Mstep: Class 38 contains 21725 members 
Mstep: Class 39 contains 20416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212920.000000 Penalty: 119853.843750
Iteration 252Q: 38 clusters Score -8.721292e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 21338 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 44295 members 
Mstep: Class 8 contains 10486 members 
Mstep: Class 9 contains 21622 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14346 members 
Mstep: Class 13 contains 27969 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20346 members 
Mstep: Class 16 contains 19165 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19639 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 11715 members 
Mstep: Class 25 contains 18604 members 
Mstep: Class 26 contains 24532 members 
Mstep: Class 27 contains 20607 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20851 members 
Mstep: Class 31 contains 20547 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18623 members 
Mstep: Class 34 contains 12870 members 
Mstep: Class 35 contains 21868 members 
Mstep: Class 36 contains 19313 members 
Mstep: Class 38 contains 21753 members 
Mstep: Class 39 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212992.000000 Penalty: 119853.843750
Iteration 253Q: 38 clusters Score -8.721299e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 21326 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 44294 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 21509 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14352 members 
Mstep: Class 13 contains 27628 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20443 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19615 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 18605 members 
Mstep: Class 26 contains 24425 members 
Mstep: Class 27 contains 20623 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20856 members 
Mstep: Class 31 contains 20550 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18650 members 
Mstep: Class 34 contains 12866 members 
Mstep: Class 35 contains 22359 members 
Mstep: Class 36 contains 19304 members 
Mstep: Class 38 contains 21780 members 
Mstep: Class 39 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213000.000000 Penalty: 119853.843750
Iteration 254Q: 38 clusters Score -8.7213e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 21302 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 44281 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14367 members 
Mstep: Class 13 contains 27303 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19612 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11794 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 11715 members 
Mstep: Class 25 contains 18590 members 
Mstep: Class 26 contains 24325 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20854 members 
Mstep: Class 31 contains 20542 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18677 members 
Mstep: Class 34 contains 12853 members 
Mstep: Class 35 contains 22784 members 
Mstep: Class 36 contains 19315 members 
Mstep: Class 38 contains 21793 members 
Mstep: Class 39 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212888.000000 Penalty: 119853.843750
Iteration 255Q: 38 clusters Score -8.721289e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8003 members 
Mstep: Class 5 contains 21274 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 44315 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 21348 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 26936 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 19105 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19591 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 11802 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 18572 members 
Mstep: Class 26 contains 24254 members 
Mstep: Class 27 contains 20632 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20858 members 
Mstep: Class 31 contains 20538 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18725 members 
Mstep: Class 34 contains 12841 members 
Mstep: Class 35 contains 23161 members 
Mstep: Class 36 contains 19330 members 
Mstep: Class 38 contains 21803 members 
Mstep: Class 39 contains 20395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212912.000000 Penalty: 119853.843750
Iteration 256Q: 38 clusters Score -8.721291e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 21233 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 21283 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 26570 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20798 members 
Mstep: Class 16 contains 19064 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19578 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 11724 members 
Mstep: Class 25 contains 18572 members 
Mstep: Class 26 contains 24192 members 
Mstep: Class 27 contains 20605 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20849 members 
Mstep: Class 31 contains 20533 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18753 members 
Mstep: Class 34 contains 12825 members 
Mstep: Class 35 contains 23560 members 
Mstep: Class 36 contains 19358 members 
Mstep: Class 38 contains 21814 members 
Mstep: Class 39 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212752.000000 Penalty: 119853.843750
Iteration 257Q: 38 clusters Score -8.721275e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7993 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 44369 members 
Mstep: Class 8 contains 10467 members 
Mstep: Class 9 contains 21252 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 26265 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20894 members 
Mstep: Class 16 contains 19063 members 
Mstep: Class 17 contains 1974 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19587 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 11809 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 18554 members 
Mstep: Class 26 contains 24131 members 
Mstep: Class 27 contains 20552 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20839 members 
Mstep: Class 31 contains 20528 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18796 members 
Mstep: Class 34 contains 12816 members 
Mstep: Class 35 contains 23866 members 
Mstep: Class 36 contains 19410 members 
Mstep: Class 38 contains 21813 members 
Mstep: Class 39 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212448.000000 Penalty: 119853.843750
Iteration 258Q: 38 clusters Score -8.721245e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 21211 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14424 members 
Mstep: Class 13 contains 25984 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20953 members 
Mstep: Class 16 contains 19042 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19572 members 
Mstep: Class 20 contains 1180 members 
Mstep: Class 21 contains 11820 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 18548 members 
Mstep: Class 26 contains 24082 members 
Mstep: Class 27 contains 20533 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20838 members 
Mstep: Class 31 contains 20526 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18833 members 
Mstep: Class 34 contains 12798 members 
Mstep: Class 35 contains 24128 members 
Mstep: Class 36 contains 19462 members 
Mstep: Class 38 contains 21810 members 
Mstep: Class 39 contains 20417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212032.000000 Penalty: 119853.843750
Iteration 259Q: 38 clusters Score -8.721203e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 21200 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 21171 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 25798 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20984 members 
Mstep: Class 16 contains 19044 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19547 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 11819 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 11747 members 
Mstep: Class 25 contains 18537 members 
Mstep: Class 26 contains 24037 members 
Mstep: Class 27 contains 20522 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20832 members 
Mstep: Class 31 contains 20525 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18870 members 
Mstep: Class 34 contains 12789 members 
Mstep: Class 35 contains 24282 members 
Mstep: Class 36 contains 19489 members 
Mstep: Class 38 contains 21830 members 
Mstep: Class 39 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212056.000000 Penalty: 119853.843750
Iteration 260F: 38 clusters Score -8.721206e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 44438 members 
Mstep: Class 8 contains 10483 members 
Mstep: Class 9 contains 21160 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14462 members 
Mstep: Class 13 contains 25620 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21007 members 
Mstep: Class 16 contains 19038 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19554 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 11766 members 
Mstep: Class 25 contains 18537 members 
Mstep: Class 26 contains 23998 members 
Mstep: Class 27 contains 20506 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20832 members 
Mstep: Class 31 contains 20521 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18903 members 
Mstep: Class 34 contains 12757 members 
Mstep: Class 35 contains 24431 members 
Mstep: Class 36 contains 19488 members 
Mstep: Class 38 contains 21850 members 
Mstep: Class 39 contains 20436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212016.000000 Penalty: 119853.843750
Iteration 261Q: 38 clusters Score -8.721202e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 21166 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 44443 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 21149 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14500 members 
Mstep: Class 13 contains 25517 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 21002 members 
Mstep: Class 16 contains 19027 members 
Mstep: Class 17 contains 1932 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19549 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 11768 members 
Mstep: Class 25 contains 18551 members 
Mstep: Class 26 contains 23965 members 
Mstep: Class 27 contains 20503 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20822 members 
Mstep: Class 31 contains 20525 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 18958 members 
Mstep: Class 34 contains 12743 members 
Mstep: Class 35 contains 24528 members 
Mstep: Class 36 contains 19472 members 
Mstep: Class 38 contains 21863 members 
Mstep: Class 39 contains 20449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211776.000000 Penalty: 119853.843750
Iteration 262Q: 38 clusters Score -8.721178e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 10463 members 
Mstep: Class 9 contains 21144 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 25475 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20945 members 
Mstep: Class 16 contains 19004 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19543 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 11775 members 
Mstep: Class 25 contains 18559 members 
Mstep: Class 26 contains 23946 members 
Mstep: Class 27 contains 20514 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20823 members 
Mstep: Class 31 contains 20514 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19013 members 
Mstep: Class 34 contains 12740 members 
Mstep: Class 35 contains 24590 members 
Mstep: Class 36 contains 19472 members 
Mstep: Class 38 contains 21883 members 
Mstep: Class 39 contains 20456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3232.939941 but Gain 3239.296875
Score: -87211432.000000 Penalty: 116614.546875
Iteration 263Q: 37 clusters Score -8.721143e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 21317 members 
Mstep: Class 6 contains 4017 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 21137 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 25459 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20861 members 
Mstep: Class 16 contains 19002 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19648 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 18662 members 
Mstep: Class 26 contains 23932 members 
Mstep: Class 27 contains 20650 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 21031 members 
Mstep: Class 31 contains 20510 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19075 members 
Mstep: Class 34 contains 13316 members 
Mstep: Class 35 contains 24652 members 
Mstep: Class 36 contains 19537 members 
Mstep: Class 38 contains 21888 members 
Mstep: Class 39 contains 20450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213480.000000 Penalty: 116614.546875
Iteration 264Q: 37 clusters Score -8.721348e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 21233 members 
Mstep: Class 6 contains 4018 members 
Mstep: Class 7 contains 44514 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 21140 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14671 members 
Mstep: Class 13 contains 25500 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20789 members 
Mstep: Class 16 contains 18981 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19615 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 18622 members 
Mstep: Class 26 contains 23926 members 
Mstep: Class 27 contains 20647 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20960 members 
Mstep: Class 31 contains 20492 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19104 members 
Mstep: Class 34 contains 13430 members 
Mstep: Class 35 contains 24621 members 
Mstep: Class 36 contains 19514 members 
Mstep: Class 38 contains 21955 members 
Mstep: Class 39 contains 20422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213464.000000 Penalty: 116614.546875
Iteration 265Q: 37 clusters Score -8.721346e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 21163 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14719 members 
Mstep: Class 13 contains 25597 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 18954 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19575 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 12426 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11775 members 
Mstep: Class 25 contains 18567 members 
Mstep: Class 26 contains 23921 members 
Mstep: Class 27 contains 20626 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20939 members 
Mstep: Class 31 contains 20494 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19141 members 
Mstep: Class 34 contains 13449 members 
Mstep: Class 35 contains 24597 members 
Mstep: Class 36 contains 19513 members 
Mstep: Class 38 contains 22026 members 
Mstep: Class 39 contains 20415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213408.000000 Penalty: 116614.546875
Iteration 266Q: 37 clusters Score -8.721341e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 21158 members 
Mstep: Class 6 contains 4024 members 
Mstep: Class 7 contains 44500 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 21183 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14756 members 
Mstep: Class 13 contains 25726 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20624 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19539 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12453 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 18543 members 
Mstep: Class 26 contains 23913 members 
Mstep: Class 27 contains 20598 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20926 members 
Mstep: Class 31 contains 20494 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19177 members 
Mstep: Class 34 contains 13437 members 
Mstep: Class 35 contains 24536 members 
Mstep: Class 36 contains 19528 members 
Mstep: Class 38 contains 22095 members 
Mstep: Class 39 contains 20417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213392.000000 Penalty: 116614.546875
Iteration 267Q: 37 clusters Score -8.721339e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 21148 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 44499 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 21203 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14796 members 
Mstep: Class 13 contains 25863 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20550 members 
Mstep: Class 16 contains 18914 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19498 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11811 members 
Mstep: Class 25 contains 18540 members 
Mstep: Class 26 contains 23892 members 
Mstep: Class 27 contains 20594 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20903 members 
Mstep: Class 31 contains 20485 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19212 members 
Mstep: Class 34 contains 13409 members 
Mstep: Class 35 contains 24457 members 
Mstep: Class 36 contains 19549 members 
Mstep: Class 38 contains 22146 members 
Mstep: Class 39 contains 20418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212992.000000 Penalty: 116614.546875
Iteration 268Q: 37 clusters Score -8.721299e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 21138 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14817 members 
Mstep: Class 13 contains 26038 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 18910 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19468 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12457 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11817 members 
Mstep: Class 25 contains 18546 members 
Mstep: Class 26 contains 23859 members 
Mstep: Class 27 contains 20573 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20894 members 
Mstep: Class 31 contains 20485 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19238 members 
Mstep: Class 34 contains 13375 members 
Mstep: Class 35 contains 24361 members 
Mstep: Class 36 contains 19563 members 
Mstep: Class 38 contains 22153 members 
Mstep: Class 39 contains 20425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213040.000000 Penalty: 116614.546875
Iteration 269Q: 37 clusters Score -8.721304e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 21130 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14846 members 
Mstep: Class 13 contains 26244 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20379 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19413 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12454 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11830 members 
Mstep: Class 25 contains 18554 members 
Mstep: Class 26 contains 23838 members 
Mstep: Class 27 contains 20577 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20892 members 
Mstep: Class 31 contains 20475 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19274 members 
Mstep: Class 34 contains 13330 members 
Mstep: Class 35 contains 24275 members 
Mstep: Class 36 contains 19578 members 
Mstep: Class 38 contains 22171 members 
Mstep: Class 39 contains 20439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213104.000000 Penalty: 116614.546875
Iteration 270Q: 37 clusters Score -8.72131e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 21127 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 44487 members 
Mstep: Class 8 contains 10358 members 
Mstep: Class 9 contains 21263 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14892 members 
Mstep: Class 13 contains 26467 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20282 members 
Mstep: Class 16 contains 18877 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19398 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12464 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 11849 members 
Mstep: Class 25 contains 18548 members 
Mstep: Class 26 contains 23805 members 
Mstep: Class 27 contains 20569 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20877 members 
Mstep: Class 31 contains 20470 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19316 members 
Mstep: Class 34 contains 13271 members 
Mstep: Class 35 contains 24159 members 
Mstep: Class 36 contains 19585 members 
Mstep: Class 38 contains 22179 members 
Mstep: Class 39 contains 20442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213272.000000 Penalty: 116614.546875
Iteration 271Q: 37 clusters Score -8.721327e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 21134 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44496 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14926 members 
Mstep: Class 13 contains 26677 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20221 members 
Mstep: Class 16 contains 18874 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19389 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12456 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 11877 members 
Mstep: Class 25 contains 18558 members 
Mstep: Class 26 contains 23768 members 
Mstep: Class 27 contains 20547 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20870 members 
Mstep: Class 31 contains 20456 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19347 members 
Mstep: Class 34 contains 13212 members 
Mstep: Class 35 contains 24040 members 
Mstep: Class 36 contains 19570 members 
Mstep: Class 38 contains 22196 members 
Mstep: Class 39 contains 20451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213296.000000 Penalty: 116614.546875
Iteration 272Q: 37 clusters Score -8.72133e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 21276 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 26848 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 18874 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19397 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 12460 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 11892 members 
Mstep: Class 25 contains 18567 members 
Mstep: Class 26 contains 23747 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20865 members 
Mstep: Class 31 contains 20429 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19398 members 
Mstep: Class 34 contains 13142 members 
Mstep: Class 35 contains 23951 members 
Mstep: Class 36 contains 19559 members 
Mstep: Class 38 contains 22234 members 
Mstep: Class 39 contains 20457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213200.000000 Penalty: 116614.546875
Iteration 273Q: 37 clusters Score -8.72132e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 21122 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44505 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 21295 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14992 members 
Mstep: Class 13 contains 27038 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20063 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19384 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 12459 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 11911 members 
Mstep: Class 25 contains 18569 members 
Mstep: Class 26 contains 23704 members 
Mstep: Class 27 contains 20522 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20864 members 
Mstep: Class 31 contains 20410 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19436 members 
Mstep: Class 34 contains 13107 members 
Mstep: Class 35 contains 23848 members 
Mstep: Class 36 contains 19555 members 
Mstep: Class 38 contains 22257 members 
Mstep: Class 39 contains 20455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213208.000000 Penalty: 116614.546875
Iteration 274Q: 37 clusters Score -8.721321e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 21120 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44505 members 
Mstep: Class 8 contains 10356 members 
Mstep: Class 9 contains 21310 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15035 members 
Mstep: Class 13 contains 27233 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20012 members 
Mstep: Class 16 contains 18816 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19379 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12460 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 11939 members 
Mstep: Class 25 contains 18560 members 
Mstep: Class 26 contains 23656 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20859 members 
Mstep: Class 31 contains 20389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19474 members 
Mstep: Class 34 contains 13075 members 
Mstep: Class 35 contains 23744 members 
Mstep: Class 36 contains 19519 members 
Mstep: Class 38 contains 22273 members 
Mstep: Class 39 contains 20451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213376.000000 Penalty: 116614.546875
Iteration 275Q: 37 clusters Score -8.721338e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 21103 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 44508 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15069 members 
Mstep: Class 13 contains 27423 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19370 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 11975 members 
Mstep: Class 25 contains 18556 members 
Mstep: Class 26 contains 23606 members 
Mstep: Class 27 contains 20512 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20859 members 
Mstep: Class 31 contains 20389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19497 members 
Mstep: Class 34 contains 13037 members 
Mstep: Class 35 contains 23624 members 
Mstep: Class 36 contains 19508 members 
Mstep: Class 38 contains 22285 members 
Mstep: Class 39 contains 20434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213624.000000 Penalty: 116614.546875
Iteration 276Q: 37 clusters Score -8.721362e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 21087 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 44498 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 21328 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15120 members 
Mstep: Class 13 contains 27630 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19907 members 
Mstep: Class 16 contains 18799 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19376 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12472 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 11996 members 
Mstep: Class 25 contains 18550 members 
Mstep: Class 26 contains 23561 members 
Mstep: Class 27 contains 20524 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20866 members 
Mstep: Class 31 contains 20378 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19529 members 
Mstep: Class 34 contains 12995 members 
Mstep: Class 35 contains 23514 members 
Mstep: Class 36 contains 19492 members 
Mstep: Class 38 contains 22284 members 
Mstep: Class 39 contains 20421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213720.000000 Penalty: 116614.546875
Iteration 277Q: 37 clusters Score -8.721372e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 21079 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 44495 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 27770 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 18787 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19377 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12472 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12025 members 
Mstep: Class 25 contains 18523 members 
Mstep: Class 26 contains 23528 members 
Mstep: Class 27 contains 20521 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20873 members 
Mstep: Class 31 contains 20373 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19567 members 
Mstep: Class 34 contains 12961 members 
Mstep: Class 35 contains 23422 members 
Mstep: Class 36 contains 19485 members 
Mstep: Class 38 contains 22290 members 
Mstep: Class 39 contains 20410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87213872.000000 Penalty: 116614.546875
Iteration 278Q: 37 clusters Score -8.721387e+07 nChanged 1192
Entering ConstructFrom: 
Score: -87213872.000000 Penalty: 116614.546875
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201860.609375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201860.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202204.437500 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202204.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202305.984375 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202389.921875 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202389.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -202486.437500 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202486.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202589.468750 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202589.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -202709.375000 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202709.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -202832.093750 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202832.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -203121.421875 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -203121.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -203293.546875 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -203293.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -203396.171875 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -203396.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203448.562500 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -203448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -203475.187500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -203475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203513.968750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -203514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -203551.546875 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203589.046875 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -203636.531250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203636.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203670.984375 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203696.015625 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203712.296875 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -203714.843750 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27840.962891 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27840.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27901.910156 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27901.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27937.548828 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27937.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27937.548828 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -27937.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57343.582031 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57343.58 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57653.734375 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57653.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57796.289062 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -57796.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57861.753906 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -57861.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57889.613281 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -57889.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57910.101562 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -57910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57921.597656 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -57921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57922.894531 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -57922.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57925.644531 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -57925.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57926.375000 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -57926.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57926.375000 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -57926.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -1443343.125000 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -1443343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1437004.500000 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -1437004 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1438964.750000 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -1438965 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1439535.250000 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -1439535 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1440161.625000 Penalty: 4455.288086
	Iteration 3F: 3 clusters Score -1440162 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1440734.375000 Penalty: 4455.288086
	Iteration 4F: 3 clusters Score -1440734 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1441294.000000 Penalty: 4455.288086
	Iteration 5F: 3 clusters Score -1441294 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1441775.000000 Penalty: 4455.288086
	Iteration 6F: 3 clusters Score -1441775 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1442181.375000 Penalty: 4455.288086
	Iteration 7Q: 3 clusters Score -1442181 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1442471.500000 Penalty: 4455.288086
	Iteration 8Q: 3 clusters Score -1442472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1442663.250000 Penalty: 4455.288086
	Iteration 9Q: 3 clusters Score -1442663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1442770.000000 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -1442770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1442845.625000 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -1442846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1442877.125000 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -1442877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1442892.250000 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -1442892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1442905.000000 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -1442905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1442912.250000 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -1442912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1442920.500000 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -1442920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1442923.875000 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -1442924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1442924.375000 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -1442924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1442926.625000 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -1442927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1442929.875000 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -1442930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1442931.500000 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -1442932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1442931.625000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -1442932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1442933.500000 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -1442934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1442933.500000 Penalty: 4455.288086
	Iteration 24F: 3 clusters Score -1442934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Entering Unmasked Estep 
Score: -3943772.250000 Penalty: 2468.978271
	Iteration 0F: 2 clusters Score -3943772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3929905.500000 Penalty: 4937.956543
	Iteration 0F: 3 clusters Score -3929906 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3934931.250000 Penalty: 4937.956543
	Iteration 1F: 3 clusters Score -3934931 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3935422.750000 Penalty: 4937.956543
	Iteration 2F: 3 clusters Score -3935423 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3935805.750000 Penalty: 4937.956543
	Iteration 3Q: 3 clusters Score -3935806 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3936120.750000 Penalty: 4937.956543
	Iteration 4Q: 3 clusters Score -3936121 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3936452.500000 Penalty: 4937.956543
	Iteration 5Q: 3 clusters Score -3936452 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3936760.500000 Penalty: 4937.956543
	Iteration 6Q: 3 clusters Score -3936760 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3937153.250000 Penalty: 4937.956543
	Iteration 7Q: 3 clusters Score -3937153 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -3937625.000000 Penalty: 4937.956543
	Iteration 8Q: 3 clusters Score -3937625 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3938192.500000 Penalty: 4937.956543
	Iteration 9Q: 3 clusters Score -3938192 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3938867.250000 Penalty: 4937.956543
	Iteration 10Q: 3 clusters Score -3938867 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3939618.000000 Penalty: 4937.956543
	Iteration 11F: 3 clusters Score -3939618 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3940357.000000 Penalty: 4937.956543
	Iteration 12Q: 3 clusters Score -3940357 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3940878.750000 Penalty: 4937.956543
	Iteration 13Q: 3 clusters Score -3940879 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3941179.500000 Penalty: 4937.956543
	Iteration 14Q: 3 clusters Score -3941180 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3941371.500000 Penalty: 4937.956543
	Iteration 15Q: 3 clusters Score -3941372 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3941489.500000 Penalty: 4937.956543
	Iteration 16Q: 3 clusters Score -3941490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3941568.000000 Penalty: 4937.956543
	Iteration 17Q: 3 clusters Score -3941568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3941618.500000 Penalty: 4937.956543
	Iteration 18Q: 3 clusters Score -3941618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3941665.000000 Penalty: 4937.956543
	Iteration 19Q: 3 clusters Score -3941665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3941684.500000 Penalty: 4937.956543
	Iteration 20F: 3 clusters Score -3941684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3941702.250000 Penalty: 4937.956543
	Iteration 21Q: 3 clusters Score -3941702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3941711.250000 Penalty: 4937.956543
	Iteration 22Q: 3 clusters Score -3941711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3941716.750000 Penalty: 4937.956543
	Iteration 23Q: 3 clusters Score -3941717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3941722.250000 Penalty: 4937.956543
	Iteration 24Q: 3 clusters Score -3941722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3941721.500000 Penalty: 4937.956543
	Iteration 25Q: 3 clusters Score -3941722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3941730.750000 Penalty: 4937.956543
	Iteration 26Q: 3 clusters Score -3941731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3941738.500000 Penalty: 4937.956543
	Iteration 27Q: 3 clusters Score -3941738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3941741.250000 Penalty: 4937.956543
	Iteration 28Q: 3 clusters Score -3941741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3941739.750000 Penalty: 4937.956543
	Iteration 29Q: 3 clusters Score -3941740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3941748.250000 Penalty: 4937.956543
	Iteration 30Q: 3 clusters Score -3941748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3941753.250000 Penalty: 4937.956543
	Iteration 31Q: 3 clusters Score -3941753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3941749.000000 Penalty: 4937.956543
	Iteration 32Q: 3 clusters Score -3941749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3941751.250000 Penalty: 4937.956543
	Iteration 33Q: 3 clusters Score -3941751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3941751.250000 Penalty: 4937.956543
	Iteration 34F: 3 clusters Score -3941751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -702549.000000 Penalty: 2060.677734
	Iteration 0F: 2 clusters Score -702549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -698619.687500 Penalty: 4121.355469
	Iteration 0F: 3 clusters Score -698619.7 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -699482.000000 Penalty: 4121.355469
	Iteration 1F: 3 clusters Score -699482 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -699678.250000 Penalty: 4121.355469
	Iteration 2F: 3 clusters Score -699678.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -699802.062500 Penalty: 4121.355469
	Iteration 3F: 3 clusters Score -699802.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -699875.875000 Penalty: 4121.355469
	Iteration 4Q: 3 clusters Score -699875.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -699923.312500 Penalty: 4121.355469
	Iteration 5Q: 3 clusters Score -699923.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -699957.875000 Penalty: 4121.355469
	Iteration 6Q: 3 clusters Score -699957.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -699985.375000 Penalty: 4121.355469
	Iteration 7Q: 3 clusters Score -699985.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -700006.687500 Penalty: 4121.355469
	Iteration 8Q: 3 clusters Score -700006.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -700028.187500 Penalty: 4121.355469
	Iteration 9Q: 3 clusters Score -700028.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -700053.687500 Penalty: 4121.355469
	Iteration 10Q: 3 clusters Score -700053.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -700075.375000 Penalty: 4121.355469
	Iteration 11Q: 3 clusters Score -700075.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -700102.312500 Penalty: 4121.355469
	Iteration 12Q: 3 clusters Score -700102.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -700125.125000 Penalty: 4121.355469
	Iteration 13Q: 3 clusters Score -700125.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -700161.125000 Penalty: 4121.355469
	Iteration 14Q: 3 clusters Score -700161.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -700194.937500 Penalty: 4121.355469
	Iteration 15Q: 3 clusters Score -700194.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -700230.125000 Penalty: 4121.355469
	Iteration 16Q: 3 clusters Score -700230.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -700275.312500 Penalty: 4121.355469
	Iteration 17Q: 3 clusters Score -700275.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -700312.437500 Penalty: 4121.355469
	Iteration 18Q: 3 clusters Score -700312.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -700347.687500 Penalty: 4121.355469
	Iteration 19Q: 3 clusters Score -700347.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -700383.000000 Penalty: 4121.355469
	Iteration 20F: 3 clusters Score -700383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -700409.937500 Penalty: 4121.355469
	Iteration 21Q: 3 clusters Score -700409.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -700443.562500 Penalty: 4121.355469
	Iteration 22Q: 3 clusters Score -700443.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -700471.437500 Penalty: 4121.355469
	Iteration 23Q: 3 clusters Score -700471.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -700491.312500 Penalty: 4121.355469
	Iteration 24Q: 3 clusters Score -700491.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -700512.687500 Penalty: 4121.355469
	Iteration 25Q: 3 clusters Score -700512.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -700536.937500 Penalty: 4121.355469
	Iteration 26Q: 3 clusters Score -700536.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -700564.187500 Penalty: 4121.355469
	Iteration 27Q: 3 clusters Score -700564.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -700601.250000 Penalty: 4121.355469
	Iteration 28Q: 3 clusters Score -700601.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -700625.937500 Penalty: 4121.355469
	Iteration 29Q: 3 clusters Score -700625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -700641.312500 Penalty: 4121.355469
	Iteration 30Q: 3 clusters Score -700641.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -700657.625000 Penalty: 4121.355469
	Iteration 31Q: 3 clusters Score -700657.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -700669.250000 Penalty: 4121.355469
	Iteration 32Q: 3 clusters Score -700669.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -700676.750000 Penalty: 4121.355469
	Iteration 33Q: 3 clusters Score -700676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -700685.437500 Penalty: 4121.355469
	Iteration 34Q: 3 clusters Score -700685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -700695.312500 Penalty: 4121.355469
	Iteration 35Q: 3 clusters Score -700695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -700705.375000 Penalty: 4121.355469
	Iteration 36Q: 3 clusters Score -700705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -700713.250000 Penalty: 4121.355469
	Iteration 37Q: 3 clusters Score -700713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -700717.812500 Penalty: 4121.355469
	Iteration 38Q: 3 clusters Score -700717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -700723.437500 Penalty: 4121.355469
	Iteration 39Q: 3 clusters Score -700723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -700723.625000 Penalty: 4121.355469
	Iteration 40F: 3 clusters Score -700723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -700723.562500 Penalty: 4121.355469
	Iteration 41Q: 3 clusters Score -700723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -700724.750000 Penalty: 4121.355469
	Iteration 42Q: 3 clusters Score -700724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -700724.937500 Penalty: 4121.355469
	Iteration 43Q: 3 clusters Score -700724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -700726.125000 Penalty: 4121.355469
	Iteration 44Q: 3 clusters Score -700726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -700728.687500 Penalty: 4121.355469
	Iteration 45Q: 3 clusters Score -700728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -700731.437500 Penalty: 4121.355469
	Iteration 46Q: 3 clusters Score -700731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -700734.875000 Penalty: 4121.355469
	Iteration 47Q: 3 clusters Score -700734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -700736.500000 Penalty: 4121.355469
	Iteration 48Q: 3 clusters Score -700736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -700740.375000 Penalty: 4121.355469
	Iteration 49Q: 3 clusters Score -700740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -700741.937500 Penalty: 4121.355469
	Iteration 50Q: 3 clusters Score -700741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -700742.125000 Penalty: 4121.355469
	Iteration 51Q: 3 clusters Score -700742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -700747.375000 Penalty: 4121.355469
	Iteration 52Q: 3 clusters Score -700747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -700751.812500 Penalty: 4121.355469
	Iteration 53Q: 3 clusters Score -700751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -700761.437500 Penalty: 4121.355469
	Iteration 54Q: 3 clusters Score -700761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -700763.625000 Penalty: 4121.355469
	Iteration 55Q: 3 clusters Score -700763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -700763.625000 Penalty: 4121.355469
	Iteration 56F: 3 clusters Score -700763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Entering Unmasked Estep 
Score: -7881077.000000 Penalty: 2654.348877
	Iteration 0F: 2 clusters Score -7881077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7855942.000000 Penalty: 5308.697754
	Iteration 0F: 3 clusters Score -7855942 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -7867032.500000 Penalty: 5308.697754
	Iteration 1F: 3 clusters Score -7867032 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7867591.000000 Penalty: 5308.697754
	Iteration 2Q: 3 clusters Score -7867591 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -7868190.500000 Penalty: 5308.697754
	Iteration 3Q: 3 clusters Score -7868190 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -7868783.000000 Penalty: 5308.697754
	Iteration 4Q: 3 clusters Score -7868783 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7869699.500000 Penalty: 5308.697754
	Iteration 5Q: 3 clusters Score -7869700 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -7870904.500000 Penalty: 5308.697754
	Iteration 6F: 3 clusters Score -7870904 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -7872596.500000 Penalty: 5308.697754
	Iteration 7F: 3 clusters Score -7872596 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7874858.000000 Penalty: 5308.697754
	Iteration 8F: 3 clusters Score -7874858 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -7876890.000000 Penalty: 5308.697754
	Iteration 9F: 3 clusters Score -7876890 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -7877951.500000 Penalty: 5308.697754
	Iteration 10Q: 3 clusters Score -7877952 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7878375.000000 Penalty: 5308.697754
	Iteration 11Q: 3 clusters Score -7878375 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -7878503.500000 Penalty: 5308.697754
	Iteration 12Q: 3 clusters Score -7878504 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7878647.500000 Penalty: 5308.697754
	Iteration 13Q: 3 clusters Score -7878648 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -7878730.500000 Penalty: 5308.697754
	Iteration 14Q: 3 clusters Score -7878730 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -7878762.000000 Penalty: 5308.697754
	Iteration 15Q: 3 clusters Score -7878762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -7878739.500000 Penalty: 5308.697754
	Iteration 16Q: 3 clusters Score -7878740 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7878735.500000 Penalty: 5308.697754
	Iteration 17Q: 3 clusters Score -7878736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -7878742.500000 Penalty: 5308.697754
	Iteration 18Q: 3 clusters Score -7878742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7878751.000000 Penalty: 5308.697754
	Iteration 19Q: 3 clusters Score -7878751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7878722.000000 Penalty: 5308.697754
	Iteration 20F: 3 clusters Score -7878722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7878717.500000 Penalty: 5308.697754
	Iteration 21Q: 3 clusters Score -7878718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -7878724.000000 Penalty: 5308.697754
	Iteration 22Q: 3 clusters Score -7878724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -7878728.000000 Penalty: 5308.697754
	Iteration 23Q: 3 clusters Score -7878728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -7878731.000000 Penalty: 5308.697754
	Iteration 24Q: 3 clusters Score -7878731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7878744.500000 Penalty: 5308.697754
	Iteration 25Q: 3 clusters Score -7878744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7878744.000000 Penalty: 5308.697754
	Iteration 26Q: 3 clusters Score -7878744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7878743.000000 Penalty: 5308.697754
	Iteration 27Q: 3 clusters Score -7878743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7878745.000000 Penalty: 5308.697754
	Iteration 28Q: 3 clusters Score -7878745 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -7878738.500000 Penalty: 5308.697754
	Iteration 29Q: 3 clusters Score -7878738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7878723.000000 Penalty: 5308.697754
	Iteration 30Q: 3 clusters Score -7878723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -7878716.500000 Penalty: 5308.697754
	Iteration 31Q: 3 clusters Score -7878716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -7878723.500000 Penalty: 5308.697754
	Iteration 32Q: 3 clusters Score -7878724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -7878750.000000 Penalty: 5308.697754
	Iteration 33Q: 3 clusters Score -7878750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -7878752.500000 Penalty: 5308.697754
	Iteration 34Q: 3 clusters Score -7878752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7878764.500000 Penalty: 5308.697754
	Iteration 35Q: 3 clusters Score -7878764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -7878769.000000 Penalty: 5308.697754
	Iteration 36Q: 3 clusters Score -7878769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7878772.500000 Penalty: 5308.697754
	Iteration 37Q: 3 clusters Score -7878772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -7878766.000000 Penalty: 5308.697754
	Iteration 38Q: 3 clusters Score -7878766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7878760.500000 Penalty: 5308.697754
	Iteration 39Q: 3 clusters Score -7878760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -7878752.500000 Penalty: 5308.697754
	Iteration 40F: 3 clusters Score -7878752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -7878745.000000 Penalty: 5308.697754
	Iteration 41Q: 3 clusters Score -7878745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -7878736.000000 Penalty: 5308.697754
	Iteration 42Q: 3 clusters Score -7878736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -7878748.000000 Penalty: 5308.697754
	Iteration 43Q: 3 clusters Score -7878748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -7878733.500000 Penalty: 5308.697754
	Iteration 44Q: 3 clusters Score -7878734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -7878732.500000 Penalty: 5308.697754
	Iteration 45Q: 3 clusters Score -7878732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7878740.000000 Penalty: 5308.697754
	Iteration 46Q: 3 clusters Score -7878740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7878734.500000 Penalty: 5308.697754
	Iteration 47Q: 3 clusters Score -7878734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -7878740.000000 Penalty: 5308.697754
	Iteration 48Q: 3 clusters Score -7878740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7878733.000000 Penalty: 5308.697754
	Iteration 49Q: 3 clusters Score -7878733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -7878731.000000 Penalty: 5308.697754
	Iteration 50Q: 3 clusters Score -7878731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -7878739.500000 Penalty: 5308.697754
	Iteration 51Q: 3 clusters Score -7878740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7878729.500000 Penalty: 5308.697754
	Iteration 52Q: 3 clusters Score -7878730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -7878728.000000 Penalty: 5308.697754
	Iteration 53Q: 3 clusters Score -7878728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -7878718.500000 Penalty: 5308.697754
	Iteration 54Q: 3 clusters Score -7878718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -7878725.500000 Penalty: 5308.697754
	Iteration 55Q: 3 clusters Score -7878726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7878727.500000 Penalty: 5308.697754
	Iteration 56Q: 3 clusters Score -7878728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -7878734.000000 Penalty: 5308.697754
	Iteration 57Q: 3 clusters Score -7878734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -7878736.500000 Penalty: 5308.697754
	Iteration 58Q: 3 clusters Score -7878736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -7878744.500000 Penalty: 5308.697754
	Iteration 59Q: 3 clusters Score -7878744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -7878746.000000 Penalty: 5308.697754
	Iteration 60F: 3 clusters Score -7878746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -7878746.000000 Penalty: 5308.697754
	Iteration 61Q: 3 clusters Score -7878746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -7878729.000000 Penalty: 5308.697754
	Iteration 62Q: 3 clusters Score -7878729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -7878737.500000 Penalty: 5308.697754
	Iteration 63Q: 3 clusters Score -7878738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -7878734.000000 Penalty: 5308.697754
	Iteration 64Q: 3 clusters Score -7878734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -7878745.000000 Penalty: 5308.697754
	Iteration 65Q: 3 clusters Score -7878745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -7878740.000000 Penalty: 5308.697754
	Iteration 66Q: 3 clusters Score -7878740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -7878736.000000 Penalty: 5308.697754
	Iteration 67Q: 3 clusters Score -7878736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -7878753.000000 Penalty: 5308.697754
	Iteration 68Q: 3 clusters Score -7878753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -7878747.000000 Penalty: 5308.697754
	Iteration 69Q: 3 clusters Score -7878747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7878770.000000 Penalty: 5308.697754
	Iteration 70Q: 3 clusters Score -7878770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -7878770.000000 Penalty: 5308.697754
	Iteration 71Q: 3 clusters Score -7878770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -7878778.500000 Penalty: 5308.697754
	Iteration 72Q: 3 clusters Score -7878778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -7878770.500000 Penalty: 5308.697754
	Iteration 73Q: 3 clusters Score -7878770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -7878762.500000 Penalty: 5308.697754
	Iteration 74Q: 3 clusters Score -7878762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -7878753.500000 Penalty: 5308.697754
	Iteration 75Q: 3 clusters Score -7878754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7878762.500000 Penalty: 5308.697754
	Iteration 76Q: 3 clusters Score -7878762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -7878763.000000 Penalty: 5308.697754
	Iteration 77Q: 3 clusters Score -7878763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -7878762.000000 Penalty: 5308.697754
	Iteration 78Q: 3 clusters Score -7878762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -7878756.500000 Penalty: 5308.697754
	Iteration 79Q: 3 clusters Score -7878756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -7878758.500000 Penalty: 5308.697754
	Iteration 80F: 3 clusters Score -7878758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7878762.500000 Penalty: 5308.697754
	Iteration 81Q: 3 clusters Score -7878762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7878772.500000 Penalty: 5308.697754
	Iteration 82Q: 3 clusters Score -7878772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7878773.000000 Penalty: 5308.697754
	Iteration 83Q: 3 clusters Score -7878773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7878765.500000 Penalty: 5308.697754
	Iteration 84Q: 3 clusters Score -7878766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7878765.500000 Penalty: 5308.697754
	Iteration 85F: 3 clusters Score -7878766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -2057051.500000 Penalty: 2293.342041
	Iteration 0F: 2 clusters Score -2057052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2049270.125000 Penalty: 4586.684082
	Iteration 0F: 3 clusters Score -2049270 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2051487.875000 Penalty: 4586.684082
	Iteration 1F: 3 clusters Score -2051488 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2051809.750000 Penalty: 4586.684082
	Iteration 2F: 3 clusters Score -2051810 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2052014.250000 Penalty: 4586.684082
	Iteration 3F: 3 clusters Score -2052014 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2052145.375000 Penalty: 4586.684082
	Iteration 4Q: 3 clusters Score -2052145 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2052239.500000 Penalty: 4586.684082
	Iteration 5Q: 3 clusters Score -2052240 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2052319.250000 Penalty: 4586.684082
	Iteration 6Q: 3 clusters Score -2052319 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2052382.375000 Penalty: 4586.684082
	Iteration 7Q: 3 clusters Score -2052382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2052446.125000 Penalty: 4586.684082
	Iteration 8Q: 3 clusters Score -2052446 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2052506.625000 Penalty: 4586.684082
	Iteration 9Q: 3 clusters Score -2052507 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2052577.375000 Penalty: 4586.684082
	Iteration 10Q: 3 clusters Score -2052577 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2052655.375000 Penalty: 4586.684082
	Iteration 11Q: 3 clusters Score -2052655 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2052735.375000 Penalty: 4586.684082
	Iteration 12Q: 3 clusters Score -2052735 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2052832.500000 Penalty: 4586.684082
	Iteration 13Q: 3 clusters Score -2052832 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2052969.875000 Penalty: 4586.684082
	Iteration 14Q: 3 clusters Score -2052970 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2053138.000000 Penalty: 4586.684082
	Iteration 15Q: 3 clusters Score -2053138 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2053371.500000 Penalty: 4586.684082
	Iteration 16Q: 3 clusters Score -2053372 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2053634.500000 Penalty: 4586.684082
	Iteration 17Q: 3 clusters Score -2053634 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2053894.250000 Penalty: 4586.684082
	Iteration 18Q: 3 clusters Score -2053894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2054124.375000 Penalty: 4586.684082
	Iteration 19Q: 3 clusters Score -2054124 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2054329.125000 Penalty: 4586.684082
	Iteration 20F: 3 clusters Score -2054329 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2054513.625000 Penalty: 4586.684082
	Iteration 21Q: 3 clusters Score -2054514 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2054667.250000 Penalty: 4586.684082
	Iteration 22Q: 3 clusters Score -2054667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2054764.875000 Penalty: 4586.684082
	Iteration 23Q: 3 clusters Score -2054765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2054836.875000 Penalty: 4586.684082
	Iteration 24Q: 3 clusters Score -2054837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2054893.625000 Penalty: 4586.684082
	Iteration 25Q: 3 clusters Score -2054894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2054936.500000 Penalty: 4586.684082
	Iteration 26Q: 3 clusters Score -2054936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2054963.625000 Penalty: 4586.684082
	Iteration 27Q: 3 clusters Score -2054964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2054987.875000 Penalty: 4586.684082
	Iteration 28Q: 3 clusters Score -2054988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2055007.250000 Penalty: 4586.684082
	Iteration 29Q: 3 clusters Score -2055007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2055021.250000 Penalty: 4586.684082
	Iteration 30Q: 3 clusters Score -2055021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2055029.000000 Penalty: 4586.684082
	Iteration 31Q: 3 clusters Score -2055029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2055034.625000 Penalty: 4586.684082
	Iteration 32Q: 3 clusters Score -2055035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2055045.750000 Penalty: 4586.684082
	Iteration 33Q: 3 clusters Score -2055046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2055049.500000 Penalty: 4586.684082
	Iteration 34Q: 3 clusters Score -2055050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2055057.750000 Penalty: 4586.684082
	Iteration 35Q: 3 clusters Score -2055058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2055064.500000 Penalty: 4586.684082
	Iteration 36Q: 3 clusters Score -2055064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2055066.875000 Penalty: 4586.684082
	Iteration 37Q: 3 clusters Score -2055067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2055072.625000 Penalty: 4586.684082
	Iteration 38Q: 3 clusters Score -2055073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2055074.375000 Penalty: 4586.684082
	Iteration 39Q: 3 clusters Score -2055074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2055081.375000 Penalty: 4586.684082
	Iteration 40F: 3 clusters Score -2055081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2055088.000000 Penalty: 4586.684082
	Iteration 41Q: 3 clusters Score -2055088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2055098.000000 Penalty: 4586.684082
	Iteration 42Q: 3 clusters Score -2055098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2055101.125000 Penalty: 4586.684082
	Iteration 43Q: 3 clusters Score -2055101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2055101.875000 Penalty: 4586.684082
	Iteration 44Q: 3 clusters Score -2055102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2055104.750000 Penalty: 4586.684082
	Iteration 45Q: 3 clusters Score -2055105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2055109.125000 Penalty: 4586.684082
	Iteration 46Q: 3 clusters Score -2055109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2055110.375000 Penalty: 4586.684082
	Iteration 47Q: 3 clusters Score -2055110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2055111.625000 Penalty: 4586.684082
	Iteration 48Q: 3 clusters Score -2055112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2055114.000000 Penalty: 4586.684082
	Iteration 49Q: 3 clusters Score -2055114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2055114.750000 Penalty: 4586.684082
	Iteration 50Q: 3 clusters Score -2055115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2055118.125000 Penalty: 4586.684082
	Iteration 51Q: 3 clusters Score -2055118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2055117.500000 Penalty: 4586.684082
	Iteration 52Q: 3 clusters Score -2055118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2055122.125000 Penalty: 4586.684082
	Iteration 53Q: 3 clusters Score -2055122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2055120.375000 Penalty: 4586.684082
	Iteration 54Q: 3 clusters Score -2055120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2055119.750000 Penalty: 4586.684082
	Iteration 55Q: 3 clusters Score -2055120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2055123.875000 Penalty: 4586.684082
	Iteration 56Q: 3 clusters Score -2055124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2055125.750000 Penalty: 4586.684082
	Iteration 57Q: 3 clusters Score -2055126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2055128.000000 Penalty: 4586.684082
	Iteration 58Q: 3 clusters Score -2055128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2055129.125000 Penalty: 4586.684082
	Iteration 59Q: 3 clusters Score -2055129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2055131.000000 Penalty: 4586.684082
	Iteration 60F: 3 clusters Score -2055131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Entering Unmasked Estep 
Score: -3979003.750000 Penalty: 2471.612793
	Iteration 0F: 2 clusters Score -3979004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3964161.000000 Penalty: 4943.225586
	Iteration 0F: 3 clusters Score -3964161 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3969253.750000 Penalty: 4943.225586
	Iteration 1F: 3 clusters Score -3969254 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3969678.250000 Penalty: 4943.225586
	Iteration 2F: 3 clusters Score -3969678 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3969988.750000 Penalty: 4943.225586
	Iteration 3Q: 3 clusters Score -3969989 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3970220.750000 Penalty: 4943.225586
	Iteration 4Q: 3 clusters Score -3970221 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3970401.500000 Penalty: 4943.225586
	Iteration 5Q: 3 clusters Score -3970402 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3970537.750000 Penalty: 4943.225586
	Iteration 6Q: 3 clusters Score -3970538 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3970689.250000 Penalty: 4943.225586
	Iteration 7Q: 3 clusters Score -3970689 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3970828.750000 Penalty: 4943.225586
	Iteration 8Q: 3 clusters Score -3970829 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3970977.500000 Penalty: 4943.225586
	Iteration 9Q: 3 clusters Score -3970978 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3971138.000000 Penalty: 4943.225586
	Iteration 10Q: 3 clusters Score -3971138 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3971326.750000 Penalty: 4943.225586
	Iteration 11Q: 3 clusters Score -3971327 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3971619.250000 Penalty: 4943.225586
	Iteration 12Q: 3 clusters Score -3971619 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3972044.000000 Penalty: 4943.225586
	Iteration 13Q: 3 clusters Score -3972044 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3972611.500000 Penalty: 4943.225586
	Iteration 14Q: 3 clusters Score -3972612 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3973300.500000 Penalty: 4943.225586
	Iteration 15Q: 3 clusters Score -3973300 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3973993.500000 Penalty: 4943.225586
	Iteration 16Q: 3 clusters Score -3973994 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3974572.250000 Penalty: 4943.225586
	Iteration 17Q: 3 clusters Score -3974572 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3974953.750000 Penalty: 4943.225586
	Iteration 18Q: 3 clusters Score -3974954 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3975243.500000 Penalty: 4943.225586
	Iteration 19Q: 3 clusters Score -3975244 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3975496.000000 Penalty: 4943.225586
	Iteration 20F: 3 clusters Score -3975496 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3975700.750000 Penalty: 4943.225586
	Iteration 21Q: 3 clusters Score -3975701 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3975867.750000 Penalty: 4943.225586
	Iteration 22Q: 3 clusters Score -3975868 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3976084.000000 Penalty: 4943.225586
	Iteration 23Q: 3 clusters Score -3976084 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3976271.500000 Penalty: 4943.225586
	Iteration 24Q: 3 clusters Score -3976272 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3976416.000000 Penalty: 4943.225586
	Iteration 25Q: 3 clusters Score -3976416 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3976557.500000 Penalty: 4943.225586
	Iteration 26Q: 3 clusters Score -3976558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3976682.500000 Penalty: 4943.225586
	Iteration 27Q: 3 clusters Score -3976682 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3976783.750000 Penalty: 4943.225586
	Iteration 28Q: 3 clusters Score -3976784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3976886.000000 Penalty: 4943.225586
	Iteration 29Q: 3 clusters Score -3976886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3976960.750000 Penalty: 4943.225586
	Iteration 30Q: 3 clusters Score -3976961 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3977043.750000 Penalty: 4943.225586
	Iteration 31Q: 3 clusters Score -3977044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3977073.000000 Penalty: 4943.225586
	Iteration 32Q: 3 clusters Score -3977073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3977115.000000 Penalty: 4943.225586
	Iteration 33Q: 3 clusters Score -3977115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3977138.750000 Penalty: 4943.225586
	Iteration 34Q: 3 clusters Score -3977139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3977160.750000 Penalty: 4943.225586
	Iteration 35Q: 3 clusters Score -3977161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3977173.750000 Penalty: 4943.225586
	Iteration 36Q: 3 clusters Score -3977174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3977181.250000 Penalty: 4943.225586
	Iteration 37Q: 3 clusters Score -3977181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3977190.750000 Penalty: 4943.225586
	Iteration 38Q: 3 clusters Score -3977191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3977204.250000 Penalty: 4943.225586
	Iteration 39Q: 3 clusters Score -3977204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3977213.000000 Penalty: 4943.225586
	Iteration 40F: 3 clusters Score -3977213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3977222.500000 Penalty: 4943.225586
	Iteration 41Q: 3 clusters Score -3977222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3977229.250000 Penalty: 4943.225586
	Iteration 42Q: 3 clusters Score -3977229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3977233.500000 Penalty: 4943.225586
	Iteration 43Q: 3 clusters Score -3977234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3977237.750000 Penalty: 4943.225586
	Iteration 44Q: 3 clusters Score -3977238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3977247.750000 Penalty: 4943.225586
	Iteration 45Q: 3 clusters Score -3977248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3977240.000000 Penalty: 4943.225586
	Iteration 46Q: 3 clusters Score -3977240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3977254.000000 Penalty: 4943.225586
	Iteration 47Q: 3 clusters Score -3977254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3977252.750000 Penalty: 4943.225586
	Iteration 48Q: 3 clusters Score -3977253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3977255.250000 Penalty: 4943.225586
	Iteration 49Q: 3 clusters Score -3977255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3977255.250000 Penalty: 4943.225586
	Iteration 50Q: 3 clusters Score -3977255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3977268.750000 Penalty: 4943.225586
	Iteration 51Q: 3 clusters Score -3977269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3977264.750000 Penalty: 4943.225586
	Iteration 52Q: 3 clusters Score -3977265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3977264.250000 Penalty: 4943.225586
	Iteration 53Q: 3 clusters Score -3977264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3977263.000000 Penalty: 4943.225586
	Iteration 54Q: 3 clusters Score -3977263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3977263.500000 Penalty: 4943.225586
	Iteration 55Q: 3 clusters Score -3977264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3977266.750000 Penalty: 4943.225586
	Iteration 56Q: 3 clusters Score -3977267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3977266.750000 Penalty: 4943.225586
	Iteration 57F: 3 clusters Score -3977267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -80619.984375 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -80619.98 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 242 members 
Entering Unmasked Estep 
Score: -79205.265625 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -79205.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79481.359375 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -79481.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79565.359375 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -79565.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79603.945312 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -79603.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79657.195312 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -79657.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79714.250000 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -79714.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -79736.070312 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -79736.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79745.101562 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -79745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -79759.445312 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -79759.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79765.046875 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -79765.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -79769.914062 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -79769.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -79771.304688 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -79771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -79772.968750 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -79772.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -79774.046875 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -79774.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -79775.015625 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -79775.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -79775.015625 Penalty: 3089.341309
	Iteration 15F: 3 clusters Score -79775.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -371426.406250 Penalty: 1903.650513
	Iteration 0F: 2 clusters Score -371426.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -368736.468750 Penalty: 3807.301025
	Iteration 0F: 3 clusters Score -368736.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369392.750000 Penalty: 3807.301025
	Iteration 1F: 3 clusters Score -369392.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -369682.468750 Penalty: 3807.301025
	Iteration 2F: 3 clusters Score -369682.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -369953.156250 Penalty: 3807.301025
	Iteration 3F: 3 clusters Score -369953.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -370146.593750 Penalty: 3807.301025
	Iteration 4F: 3 clusters Score -370146.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -370294.906250 Penalty: 3807.301025
	Iteration 5Q: 3 clusters Score -370294.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -370418.750000 Penalty: 3807.301025
	Iteration 6Q: 3 clusters Score -370418.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -370514.343750 Penalty: 3807.301025
	Iteration 7Q: 3 clusters Score -370514.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -370580.031250 Penalty: 3807.301025
	Iteration 8Q: 3 clusters Score -370580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370617.875000 Penalty: 3807.301025
	Iteration 9Q: 3 clusters Score -370617.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370640.625000 Penalty: 3807.301025
	Iteration 10Q: 3 clusters Score -370640.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -370660.156250 Penalty: 3807.301025
	Iteration 11Q: 3 clusters Score -370660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -370675.031250 Penalty: 3807.301025
	Iteration 12Q: 3 clusters Score -370675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -370688.937500 Penalty: 3807.301025
	Iteration 13Q: 3 clusters Score -370688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -370700.062500 Penalty: 3807.301025
	Iteration 14Q: 3 clusters Score -370700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370703.312500 Penalty: 3807.301025
	Iteration 15Q: 3 clusters Score -370703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -370704.750000 Penalty: 3807.301025
	Iteration 16Q: 3 clusters Score -370704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370704.937500 Penalty: 3807.301025
	Iteration 17Q: 3 clusters Score -370704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370705.593750 Penalty: 3807.301025
	Iteration 18Q: 3 clusters Score -370705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -370705.750000 Penalty: 3807.301025
	Iteration 19Q: 3 clusters Score -370705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -370705.750000 Penalty: 3807.301025
	Iteration 20F: 3 clusters Score -370705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Entering Unmasked Estep 
Score: -2972175.250000 Penalty: 2387.596191
	Iteration 0F: 2 clusters Score -2972175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2961283.500000 Penalty: 4775.192383
	Iteration 0F: 3 clusters Score -2961284 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2964760.000000 Penalty: 4775.192383
	Iteration 1F: 3 clusters Score -2964760 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2965083.500000 Penalty: 4775.192383
	Iteration 2F: 3 clusters Score -2965084 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2965324.250000 Penalty: 4775.192383
	Iteration 3Q: 3 clusters Score -2965324 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2965467.250000 Penalty: 4775.192383
	Iteration 4Q: 3 clusters Score -2965467 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2965612.500000 Penalty: 4775.192383
	Iteration 5Q: 3 clusters Score -2965612 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2965763.250000 Penalty: 4775.192383
	Iteration 6Q: 3 clusters Score -2965763 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2965948.500000 Penalty: 4775.192383
	Iteration 7Q: 3 clusters Score -2965948 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2966161.750000 Penalty: 4775.192383
	Iteration 8Q: 3 clusters Score -2966162 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2966450.500000 Penalty: 4775.192383
	Iteration 9Q: 3 clusters Score -2966450 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2966855.000000 Penalty: 4775.192383
	Iteration 10Q: 3 clusters Score -2966855 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2967399.000000 Penalty: 4775.192383
	Iteration 11F: 3 clusters Score -2967399 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2968053.500000 Penalty: 4775.192383
	Iteration 12F: 3 clusters Score -2968054 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2968727.500000 Penalty: 4775.192383
	Iteration 13F: 3 clusters Score -2968728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2969251.750000 Penalty: 4775.192383
	Iteration 14Q: 3 clusters Score -2969252 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2969591.500000 Penalty: 4775.192383
	Iteration 15Q: 3 clusters Score -2969592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2969785.750000 Penalty: 4775.192383
	Iteration 16Q: 3 clusters Score -2969786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2969901.250000 Penalty: 4775.192383
	Iteration 17Q: 3 clusters Score -2969901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2969990.750000 Penalty: 4775.192383
	Iteration 18Q: 3 clusters Score -2969991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2970021.000000 Penalty: 4775.192383
	Iteration 19Q: 3 clusters Score -2970021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2970042.500000 Penalty: 4775.192383
	Iteration 20F: 3 clusters Score -2970042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2970045.750000 Penalty: 4775.192383
	Iteration 21Q: 3 clusters Score -2970046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2970053.500000 Penalty: 4775.192383
	Iteration 22Q: 3 clusters Score -2970054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2970061.000000 Penalty: 4775.192383
	Iteration 23Q: 3 clusters Score -2970061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2970068.250000 Penalty: 4775.192383
	Iteration 24Q: 3 clusters Score -2970068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2970073.250000 Penalty: 4775.192383
	Iteration 25Q: 3 clusters Score -2970073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2970073.500000 Penalty: 4775.192383
	Iteration 26Q: 3 clusters Score -2970074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2970075.500000 Penalty: 4775.192383
	Iteration 27Q: 3 clusters Score -2970076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2970075.500000 Penalty: 4775.192383
	Iteration 28F: 3 clusters Score -2970076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -5223143.500000 Penalty: 2538.906982
	Iteration 0F: 2 clusters Score -5223144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5204646.500000 Penalty: 5077.813965
	Iteration 0F: 3 clusters Score -5204646 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5211424.500000 Penalty: 5077.813965
	Iteration 1F: 3 clusters Score -5211424 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5211880.000000 Penalty: 5077.813965
	Iteration 2Q: 3 clusters Score -5211880 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -5212293.500000 Penalty: 5077.813965
	Iteration 3Q: 3 clusters Score -5212294 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5212770.500000 Penalty: 5077.813965
	Iteration 4Q: 3 clusters Score -5212770 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5213253.000000 Penalty: 5077.813965
	Iteration 5Q: 3 clusters Score -5213253 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -5213916.500000 Penalty: 5077.813965
	Iteration 6Q: 3 clusters Score -5213916 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5214780.000000 Penalty: 5077.813965
	Iteration 7Q: 3 clusters Score -5214780 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -5215826.000000 Penalty: 5077.813965
	Iteration 8F: 3 clusters Score -5215826 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5216877.000000 Penalty: 5077.813965
	Iteration 9F: 3 clusters Score -5216877 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5217837.000000 Penalty: 5077.813965
	Iteration 10Q: 3 clusters Score -5217837 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5218544.000000 Penalty: 5077.813965
	Iteration 11Q: 3 clusters Score -5218544 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -5219050.500000 Penalty: 5077.813965
	Iteration 12Q: 3 clusters Score -5219050 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5219464.000000 Penalty: 5077.813965
	Iteration 13Q: 3 clusters Score -5219464 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5219762.500000 Penalty: 5077.813965
	Iteration 14Q: 3 clusters Score -5219762 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5220045.000000 Penalty: 5077.813965
	Iteration 15Q: 3 clusters Score -5220045 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5220208.500000 Penalty: 5077.813965
	Iteration 16Q: 3 clusters Score -5220208 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5220348.000000 Penalty: 5077.813965
	Iteration 17Q: 3 clusters Score -5220348 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5220448.000000 Penalty: 5077.813965
	Iteration 18Q: 3 clusters Score -5220448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5220534.500000 Penalty: 5077.813965
	Iteration 19Q: 3 clusters Score -5220534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5220617.000000 Penalty: 5077.813965
	Iteration 20F: 3 clusters Score -5220617 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5220696.500000 Penalty: 5077.813965
	Iteration 21Q: 3 clusters Score -5220696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5220735.000000 Penalty: 5077.813965
	Iteration 22Q: 3 clusters Score -5220735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5220770.000000 Penalty: 5077.813965
	Iteration 23Q: 3 clusters Score -5220770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5220779.500000 Penalty: 5077.813965
	Iteration 24Q: 3 clusters Score -5220780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5220798.500000 Penalty: 5077.813965
	Iteration 25Q: 3 clusters Score -5220798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5220824.000000 Penalty: 5077.813965
	Iteration 26Q: 3 clusters Score -5220824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5220852.500000 Penalty: 5077.813965
	Iteration 27Q: 3 clusters Score -5220852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5220873.000000 Penalty: 5077.813965
	Iteration 28Q: 3 clusters Score -5220873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5220888.000000 Penalty: 5077.813965
	Iteration 29Q: 3 clusters Score -5220888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5220908.500000 Penalty: 5077.813965
	Iteration 30Q: 3 clusters Score -5220908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5220930.500000 Penalty: 5077.813965
	Iteration 31Q: 3 clusters Score -5220930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5220931.500000 Penalty: 5077.813965
	Iteration 32Q: 3 clusters Score -5220932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5220935.000000 Penalty: 5077.813965
	Iteration 33Q: 3 clusters Score -5220935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5220958.000000 Penalty: 5077.813965
	Iteration 34Q: 3 clusters Score -5220958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5220970.500000 Penalty: 5077.813965
	Iteration 35Q: 3 clusters Score -5220970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5220976.000000 Penalty: 5077.813965
	Iteration 36Q: 3 clusters Score -5220976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5220979.000000 Penalty: 5077.813965
	Iteration 37Q: 3 clusters Score -5220979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5220983.000000 Penalty: 5077.813965
	Iteration 38Q: 3 clusters Score -5220983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5220984.500000 Penalty: 5077.813965
	Iteration 39Q: 3 clusters Score -5220984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5220988.000000 Penalty: 5077.813965
	Iteration 40F: 3 clusters Score -5220988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5220988.500000 Penalty: 5077.813965
	Iteration 41Q: 3 clusters Score -5220988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5220988.500000 Penalty: 5077.813965
	Iteration 42Q: 3 clusters Score -5220988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5220993.000000 Penalty: 5077.813965
	Iteration 43Q: 3 clusters Score -5220993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5220992.000000 Penalty: 5077.813965
	Iteration 44Q: 3 clusters Score -5220992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5220986.500000 Penalty: 5077.813965
	Iteration 45Q: 3 clusters Score -5220986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5220986.500000 Penalty: 5077.813965
	Iteration 46F: 3 clusters Score -5220986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -143337.437500 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143337.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -143836.796875 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143836.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144155.093750 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -144155.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144447.843750 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -144447.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144673.687500 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -144673.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144917.390625 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144917.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -145096.406250 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -145096.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -145169.765625 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -145169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -145225.171875 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -145225.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145276.078125 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -145276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145310.734375 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -145310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145342.437500 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -145342.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -145367.562500 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -145367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145385.734375 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -145385.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -145400.750000 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -145400.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -145412.734375 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -145412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145434.437500 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -145434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -145444.531250 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -145444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -145463.437500 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -145463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -145505.781250 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -145505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -145566.906250 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -145566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145637.468750 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -145637.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -145656.906250 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -145656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -145662.656250 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -145662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -145662.656250 Penalty: 3345.053223
	Iteration 24F: 3 clusters Score -145662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 21069 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 27932 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 18785 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19380 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12062 members 
Mstep: Class 25 contains 18514 members 
Mstep: Class 26 contains 23476 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20871 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19599 members 
Mstep: Class 34 contains 12938 members 
Mstep: Class 35 contains 23328 members 
Mstep: Class 36 contains 19488 members 
Mstep: Class 38 contains 22291 members 
Mstep: Class 39 contains 20410 members 
Entering Unmasked Estep 
Score: -87212888.000000 Penalty: 119853.843750
Splitting cluster 14 changes total score from -87213872.000000 to -87212888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Entering Unmasked Estep 
Score: -3714568.750000 Penalty: 2454.497559
	Iteration 0F: 2 clusters Score -3714569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3700912.500000 Penalty: 4908.995117
	Iteration 0F: 3 clusters Score -3700912 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3705611.500000 Penalty: 4908.995117
	Iteration 1F: 3 clusters Score -3705612 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3705994.500000 Penalty: 4908.995117
	Iteration 2F: 3 clusters Score -3705994 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3706280.250000 Penalty: 4908.995117
	Iteration 3Q: 3 clusters Score -3706280 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3706506.000000 Penalty: 4908.995117
	Iteration 4Q: 3 clusters Score -3706506 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3706781.500000 Penalty: 4908.995117
	Iteration 5Q: 3 clusters Score -3706782 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3707125.000000 Penalty: 4908.995117
	Iteration 6Q: 3 clusters Score -3707125 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3707574.000000 Penalty: 4908.995117
	Iteration 7Q: 3 clusters Score -3707574 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3708197.500000 Penalty: 4908.995117
	Iteration 8F: 3 clusters Score -3708198 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3708986.000000 Penalty: 4908.995117
	Iteration 9F: 3 clusters Score -3708986 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3709951.500000 Penalty: 4908.995117
	Iteration 10F: 3 clusters Score -3709952 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3710911.250000 Penalty: 4908.995117
	Iteration 11F: 3 clusters Score -3710911 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3711644.750000 Penalty: 4908.995117
	Iteration 12Q: 3 clusters Score -3711645 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3712067.500000 Penalty: 4908.995117
	Iteration 13Q: 3 clusters Score -3712068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3712304.500000 Penalty: 4908.995117
	Iteration 14Q: 3 clusters Score -3712304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3712440.750000 Penalty: 4908.995117
	Iteration 15Q: 3 clusters Score -3712441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3712494.500000 Penalty: 4908.995117
	Iteration 16Q: 3 clusters Score -3712494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3712539.000000 Penalty: 4908.995117
	Iteration 17Q: 3 clusters Score -3712539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3712563.000000 Penalty: 4908.995117
	Iteration 18Q: 3 clusters Score -3712563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3712574.250000 Penalty: 4908.995117
	Iteration 19Q: 3 clusters Score -3712574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3712589.500000 Penalty: 4908.995117
	Iteration 20F: 3 clusters Score -3712590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3712598.500000 Penalty: 4908.995117
	Iteration 21Q: 3 clusters Score -3712598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3712604.500000 Penalty: 4908.995117
	Iteration 22Q: 3 clusters Score -3712604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3712607.750000 Penalty: 4908.995117
	Iteration 23Q: 3 clusters Score -3712608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3712606.250000 Penalty: 4908.995117
	Iteration 24Q: 3 clusters Score -3712606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3712609.500000 Penalty: 4908.995117
	Iteration 25Q: 3 clusters Score -3712610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3712610.250000 Penalty: 4908.995117
	Iteration 26Q: 3 clusters Score -3712610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3712610.250000 Penalty: 4908.995117
	Iteration 27F: 3 clusters Score -3712610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Entering Unmasked Estep 
Score: -3529686.000000 Penalty: 2440.521729
	Iteration 0F: 2 clusters Score -3529686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3516603.750000 Penalty: 4881.043457
	Iteration 0F: 3 clusters Score -3516604 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3520913.000000 Penalty: 4881.043457
	Iteration 1F: 3 clusters Score -3520913 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3521323.500000 Penalty: 4881.043457
	Iteration 2F: 3 clusters Score -3521324 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3521612.750000 Penalty: 4881.043457
	Iteration 3Q: 3 clusters Score -3521613 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3521881.750000 Penalty: 4881.043457
	Iteration 4Q: 3 clusters Score -3521882 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3522104.500000 Penalty: 4881.043457
	Iteration 5Q: 3 clusters Score -3522104 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3522343.000000 Penalty: 4881.043457
	Iteration 6Q: 3 clusters Score -3522343 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3522616.250000 Penalty: 4881.043457
	Iteration 7Q: 3 clusters Score -3522616 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3523050.000000 Penalty: 4881.043457
	Iteration 8Q: 3 clusters Score -3523050 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3523622.500000 Penalty: 4881.043457
	Iteration 9Q: 3 clusters Score -3523622 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3524360.750000 Penalty: 4881.043457
	Iteration 10Q: 3 clusters Score -3524361 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3525000.000000 Penalty: 4881.043457
	Iteration 11Q: 3 clusters Score -3525000 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3525465.250000 Penalty: 4881.043457
	Iteration 12Q: 3 clusters Score -3525465 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3525804.000000 Penalty: 4881.043457
	Iteration 13Q: 3 clusters Score -3525804 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3526046.000000 Penalty: 4881.043457
	Iteration 14Q: 3 clusters Score -3526046 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3526260.250000 Penalty: 4881.043457
	Iteration 15Q: 3 clusters Score -3526260 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3526469.750000 Penalty: 4881.043457
	Iteration 16Q: 3 clusters Score -3526470 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3526623.000000 Penalty: 4881.043457
	Iteration 17Q: 3 clusters Score -3526623 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3526718.250000 Penalty: 4881.043457
	Iteration 18Q: 3 clusters Score -3526718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3526806.250000 Penalty: 4881.043457
	Iteration 19Q: 3 clusters Score -3526806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3526844.250000 Penalty: 4881.043457
	Iteration 20F: 3 clusters Score -3526844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3526873.750000 Penalty: 4881.043457
	Iteration 21Q: 3 clusters Score -3526874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3526901.750000 Penalty: 4881.043457
	Iteration 22Q: 3 clusters Score -3526902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3526916.750000 Penalty: 4881.043457
	Iteration 23Q: 3 clusters Score -3526917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -3526921.250000 Penalty: 4881.043457
	Iteration 24Q: 3 clusters Score -3526921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3526934.750000 Penalty: 4881.043457
	Iteration 25Q: 3 clusters Score -3526935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3526945.500000 Penalty: 4881.043457
	Iteration 26Q: 3 clusters Score -3526946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3526936.500000 Penalty: 4881.043457
	Iteration 27Q: 3 clusters Score -3526936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3526949.500000 Penalty: 4881.043457
	Iteration 28Q: 3 clusters Score -3526950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3526953.500000 Penalty: 4881.043457
	Iteration 29Q: 3 clusters Score -3526954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3526961.750000 Penalty: 4881.043457
	Iteration 30Q: 3 clusters Score -3526962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3526970.750000 Penalty: 4881.043457
	Iteration 31Q: 3 clusters Score -3526971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3526970.000000 Penalty: 4881.043457
	Iteration 32Q: 3 clusters Score -3526970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3526980.000000 Penalty: 4881.043457
	Iteration 33Q: 3 clusters Score -3526980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3526977.000000 Penalty: 4881.043457
	Iteration 34Q: 3 clusters Score -3526977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3526981.250000 Penalty: 4881.043457
	Iteration 35Q: 3 clusters Score -3526981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3526982.250000 Penalty: 4881.043457
	Iteration 36Q: 3 clusters Score -3526982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3526975.500000 Penalty: 4881.043457
	Iteration 37Q: 3 clusters Score -3526976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3526972.500000 Penalty: 4881.043457
	Iteration 38Q: 3 clusters Score -3526972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3526971.000000 Penalty: 4881.043457
	Iteration 39Q: 3 clusters Score -3526971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3526973.250000 Penalty: 4881.043457
	Iteration 40F: 3 clusters Score -3526973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3526971.000000 Penalty: 4881.043457
	Iteration 41Q: 3 clusters Score -3526971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3526969.500000 Penalty: 4881.043457
	Iteration 42Q: 3 clusters Score -3526970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3526966.250000 Penalty: 4881.043457
	Iteration 43Q: 3 clusters Score -3526966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3526973.000000 Penalty: 4881.043457
	Iteration 44Q: 3 clusters Score -3526973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3526972.500000 Penalty: 4881.043457
	Iteration 45Q: 3 clusters Score -3526972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3526976.000000 Penalty: 4881.043457
	Iteration 46Q: 3 clusters Score -3526976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3526974.250000 Penalty: 4881.043457
	Iteration 47Q: 3 clusters Score -3526974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3526974.750000 Penalty: 4881.043457
	Iteration 48Q: 3 clusters Score -3526975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3526974.750000 Penalty: 4881.043457
	Iteration 49F: 3 clusters Score -3526975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -175201.515625 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175201.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -175486.671875 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175486.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -175659.093750 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175659.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175808.828125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175808.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -175867.031250 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -175906.578125 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175906.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -175955.593750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175955.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -176002.937500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -176002.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -176037.718750 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -176037.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -176063.843750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -176083.531250 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176083.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -176110.218750 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -176126.750000 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -176134.687500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -176147.640625 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176163.906250 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -176176.203125 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -176194.687500 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -176209.921875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176209.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -176224.890625 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -176243.421875 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -176256.109375 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -176256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -176267.890625 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -176267.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -176289.406250 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -176289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -176319.375000 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -176319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -176338.625000 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -176338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -176350.046875 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -176350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -176356.171875 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -176356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -176358.734375 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -176358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -176366.140625 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -176366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -176379.718750 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -176379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -176392.734375 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -176392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -176414.984375 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -176415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -176422.250000 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -176422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -176427.375000 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -176427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -176431.796875 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -176431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -176436.312500 Penalty: 3438.010010
	Iteration 36Q: 3 clusters Score -176436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -176442.031250 Penalty: 3438.010010
	Iteration 37Q: 3 clusters Score -176442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -176450.140625 Penalty: 3438.010010
	Iteration 38Q: 3 clusters Score -176450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -176463.250000 Penalty: 3438.010010
	Iteration 39Q: 3 clusters Score -176463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -176471.937500 Penalty: 3438.010010
	Iteration 40F: 3 clusters Score -176471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -176477.406250 Penalty: 3438.010010
	Iteration 41Q: 3 clusters Score -176477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -176478.562500 Penalty: 3438.010010
	Iteration 42Q: 3 clusters Score -176478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -176478.562500 Penalty: 3438.010010
	Iteration 43F: 3 clusters Score -176478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Entering Unmasked Estep 
Score: -3637940.750000 Penalty: 2448.255127
	Iteration 0F: 2 clusters Score -3637941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3624514.250000 Penalty: 4896.510254
	Iteration 0F: 3 clusters Score -3624514 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3629006.000000 Penalty: 4896.510254
	Iteration 1F: 3 clusters Score -3629006 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3629367.750000 Penalty: 4896.510254
	Iteration 2Q: 3 clusters Score -3629368 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3629628.750000 Penalty: 4896.510254
	Iteration 3Q: 3 clusters Score -3629629 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3629840.250000 Penalty: 4896.510254
	Iteration 4Q: 3 clusters Score -3629840 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3630004.250000 Penalty: 4896.510254
	Iteration 5Q: 3 clusters Score -3630004 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3630147.750000 Penalty: 4896.510254
	Iteration 6Q: 3 clusters Score -3630148 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3630261.000000 Penalty: 4896.510254
	Iteration 7Q: 3 clusters Score -3630261 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3630366.250000 Penalty: 4896.510254
	Iteration 8Q: 3 clusters Score -3630366 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3630482.750000 Penalty: 4896.510254
	Iteration 9Q: 3 clusters Score -3630483 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3630596.750000 Penalty: 4896.510254
	Iteration 10Q: 3 clusters Score -3630597 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3630728.250000 Penalty: 4896.510254
	Iteration 11Q: 3 clusters Score -3630728 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3630894.000000 Penalty: 4896.510254
	Iteration 12Q: 3 clusters Score -3630894 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3631143.500000 Penalty: 4896.510254
	Iteration 13Q: 3 clusters Score -3631144 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3631442.500000 Penalty: 4896.510254
	Iteration 14Q: 3 clusters Score -3631442 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3631890.250000 Penalty: 4896.510254
	Iteration 15Q: 3 clusters Score -3631890 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3632511.750000 Penalty: 4896.510254
	Iteration 16Q: 3 clusters Score -3632512 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3633175.500000 Penalty: 4896.510254
	Iteration 17F: 3 clusters Score -3633176 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3633841.750000 Penalty: 4896.510254
	Iteration 18Q: 3 clusters Score -3633842 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3634381.250000 Penalty: 4896.510254
	Iteration 19Q: 3 clusters Score -3634381 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3634852.250000 Penalty: 4896.510254
	Iteration 20F: 3 clusters Score -3634852 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3635180.500000 Penalty: 4896.510254
	Iteration 21Q: 3 clusters Score -3635180 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3635428.500000 Penalty: 4896.510254
	Iteration 22Q: 3 clusters Score -3635428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3635601.750000 Penalty: 4896.510254
	Iteration 23Q: 3 clusters Score -3635602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3635696.250000 Penalty: 4896.510254
	Iteration 24Q: 3 clusters Score -3635696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3635745.500000 Penalty: 4896.510254
	Iteration 25Q: 3 clusters Score -3635746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3635778.250000 Penalty: 4896.510254
	Iteration 26Q: 3 clusters Score -3635778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3635803.250000 Penalty: 4896.510254
	Iteration 27Q: 3 clusters Score -3635803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3635814.000000 Penalty: 4896.510254
	Iteration 28Q: 3 clusters Score -3635814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3635823.750000 Penalty: 4896.510254
	Iteration 29Q: 3 clusters Score -3635824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3635835.750000 Penalty: 4896.510254
	Iteration 30Q: 3 clusters Score -3635836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3635843.250000 Penalty: 4896.510254
	Iteration 31Q: 3 clusters Score -3635843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3635866.750000 Penalty: 4896.510254
	Iteration 32Q: 3 clusters Score -3635867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3635881.750000 Penalty: 4896.510254
	Iteration 33Q: 3 clusters Score -3635882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3635881.250000 Penalty: 4896.510254
	Iteration 34Q: 3 clusters Score -3635881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3635887.250000 Penalty: 4896.510254
	Iteration 35Q: 3 clusters Score -3635887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3635896.750000 Penalty: 4896.510254
	Iteration 36Q: 3 clusters Score -3635897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3635902.000000 Penalty: 4896.510254
	Iteration 37Q: 3 clusters Score -3635902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3635896.500000 Penalty: 4896.510254
	Iteration 38Q: 3 clusters Score -3635896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3635898.750000 Penalty: 4896.510254
	Iteration 39Q: 3 clusters Score -3635899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3635904.500000 Penalty: 4896.510254
	Iteration 40F: 3 clusters Score -3635904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3635899.750000 Penalty: 4896.510254
	Iteration 41Q: 3 clusters Score -3635900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3635903.500000 Penalty: 4896.510254
	Iteration 42Q: 3 clusters Score -3635904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3635906.500000 Penalty: 4896.510254
	Iteration 43Q: 3 clusters Score -3635906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3635912.750000 Penalty: 4896.510254
	Iteration 44Q: 3 clusters Score -3635913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3635915.750000 Penalty: 4896.510254
	Iteration 45Q: 3 clusters Score -3635916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3635926.000000 Penalty: 4896.510254
	Iteration 46Q: 3 clusters Score -3635926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3635929.750000 Penalty: 4896.510254
	Iteration 47Q: 3 clusters Score -3635930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3635934.000000 Penalty: 4896.510254
	Iteration 48Q: 3 clusters Score -3635934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3635933.500000 Penalty: 4896.510254
	Iteration 49Q: 3 clusters Score -3635934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3635936.250000 Penalty: 4896.510254
	Iteration 50Q: 3 clusters Score -3635936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3635935.750000 Penalty: 4896.510254
	Iteration 51Q: 3 clusters Score -3635936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3635935.750000 Penalty: 4896.510254
	Iteration 52F: 3 clusters Score -3635936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -217250.890625 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -217250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -215171.187500 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -215171.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215477.578125 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -215477.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -215566.406250 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -215566.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215607.250000 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -215607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -215641.312500 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -215641.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215679.640625 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -215679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -215697.328125 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -215697.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -215704.859375 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -215704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -215709.968750 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -215710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -215714.765625 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -215714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -215716.812500 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -215716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -215719.453125 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -215719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -215724.968750 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -215725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -215735.796875 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -215735.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -215752.734375 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -215752.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -215773.578125 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -215773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -215795.984375 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -215796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -215853.484375 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -215853.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -215950.984375 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -215951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -216072.109375 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -216072.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -216157.250000 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -216157.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -216221.281250 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -216221.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216281.937500 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -216281.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -216348.750000 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -216348.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -216416.875000 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -216416.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -216464.437500 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -216464.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -216494.312500 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -216494.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -216519.015625 Penalty: 3507.921387
	Iteration 27Q: 3 clusters Score -216519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -216537.828125 Penalty: 3507.921387
	Iteration 28Q: 3 clusters Score -216537.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -216571.218750 Penalty: 3507.921387
	Iteration 29Q: 3 clusters Score -216571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -216605.531250 Penalty: 3507.921387
	Iteration 30Q: 3 clusters Score -216605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -216630.390625 Penalty: 3507.921387
	Iteration 31Q: 3 clusters Score -216630.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -216655.687500 Penalty: 3507.921387
	Iteration 32Q: 3 clusters Score -216655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -216674.984375 Penalty: 3507.921387
	Iteration 33Q: 3 clusters Score -216675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -216692.093750 Penalty: 3507.921387
	Iteration 34Q: 3 clusters Score -216692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216703.671875 Penalty: 3507.921387
	Iteration 35Q: 3 clusters Score -216703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -216709.140625 Penalty: 3507.921387
	Iteration 36Q: 3 clusters Score -216709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -216714.593750 Penalty: 3507.921387
	Iteration 37Q: 3 clusters Score -216714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -216718.984375 Penalty: 3507.921387
	Iteration 38Q: 3 clusters Score -216719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216722.578125 Penalty: 3507.921387
	Iteration 39Q: 3 clusters Score -216722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -216723.312500 Penalty: 3507.921387
	Iteration 40F: 3 clusters Score -216723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Entering Unmasked Estep 
Score: -2470963.750000 Penalty: 2338.828613
	Iteration 0F: 2 clusters Score -2470964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2462339.500000 Penalty: 4677.657227
	Iteration 0F: 3 clusters Score -2462340 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2465114.000000 Penalty: 4677.657227
	Iteration 1F: 3 clusters Score -2465114 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2465416.750000 Penalty: 4677.657227
	Iteration 2F: 3 clusters Score -2465417 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2465640.000000 Penalty: 4677.657227
	Iteration 3Q: 3 clusters Score -2465640 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2465845.500000 Penalty: 4677.657227
	Iteration 4Q: 3 clusters Score -2465846 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2466038.000000 Penalty: 4677.657227
	Iteration 5Q: 3 clusters Score -2466038 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2466246.500000 Penalty: 4677.657227
	Iteration 6Q: 3 clusters Score -2466246 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2466486.750000 Penalty: 4677.657227
	Iteration 7Q: 3 clusters Score -2466487 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2466769.250000 Penalty: 4677.657227
	Iteration 8Q: 3 clusters Score -2466769 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2467117.250000 Penalty: 4677.657227
	Iteration 9Q: 3 clusters Score -2467117 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2467455.500000 Penalty: 4677.657227
	Iteration 10Q: 3 clusters Score -2467456 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2467782.250000 Penalty: 4677.657227
	Iteration 11Q: 3 clusters Score -2467782 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2468135.250000 Penalty: 4677.657227
	Iteration 12Q: 3 clusters Score -2468135 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2468428.000000 Penalty: 4677.657227
	Iteration 13Q: 3 clusters Score -2468428 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2468605.000000 Penalty: 4677.657227
	Iteration 14Q: 3 clusters Score -2468605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2468729.250000 Penalty: 4677.657227
	Iteration 15Q: 3 clusters Score -2468729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2468797.000000 Penalty: 4677.657227
	Iteration 16Q: 3 clusters Score -2468797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2468844.750000 Penalty: 4677.657227
	Iteration 17Q: 3 clusters Score -2468845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2468875.000000 Penalty: 4677.657227
	Iteration 18Q: 3 clusters Score -2468875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2468881.500000 Penalty: 4677.657227
	Iteration 19Q: 3 clusters Score -2468882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2468889.500000 Penalty: 4677.657227
	Iteration 20F: 3 clusters Score -2468890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2468900.500000 Penalty: 4677.657227
	Iteration 21Q: 3 clusters Score -2468900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2468913.750000 Penalty: 4677.657227
	Iteration 22Q: 3 clusters Score -2468914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2468912.750000 Penalty: 4677.657227
	Iteration 23Q: 3 clusters Score -2468913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2468918.000000 Penalty: 4677.657227
	Iteration 24Q: 3 clusters Score -2468918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2468928.000000 Penalty: 4677.657227
	Iteration 25Q: 3 clusters Score -2468928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2468929.000000 Penalty: 4677.657227
	Iteration 26Q: 3 clusters Score -2468929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2468929.750000 Penalty: 4677.657227
	Iteration 27Q: 3 clusters Score -2468930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2468929.750000 Penalty: 4677.657227
	Iteration 28F: 3 clusters Score -2468930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -17501.513672 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17501.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17658.521484 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17658.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17711.228516 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17711.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17768.925781 Penalty: 2507.897949
	Iteration 3F: 3 clusters Score -17768.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17840.707031 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17840.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17853.449219 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -17853.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17853.449219 Penalty: 2507.897949
	Iteration 6F: 3 clusters Score -17853.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -907972.000000 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -907972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -903452.500000 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -903452.5 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -904519.687500 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -904519.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -904745.875000 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -904745.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -904907.937500 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -904907.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -905045.937500 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -905045.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -905176.437500 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -905176.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -905322.000000 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -905322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -905487.625000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -905487.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -905648.187500 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -905648.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -905786.062500 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -905786.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -905901.937500 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -905901.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -905983.312500 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -905983.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -906054.812500 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -906054.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -906112.125000 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -906112.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -906172.250000 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -906172.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -906225.812500 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -906225.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -906274.937500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -906274.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -906310.312500 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -906310.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -906346.687500 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -906346.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -906373.875000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -906373.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -906398.000000 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -906398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -906422.750000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -906422.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -906446.437500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -906446.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -906458.000000 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -906458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -906464.812500 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -906464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -906472.375000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -906472.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -906477.687500 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -906477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -906484.187500 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -906484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -906487.312500 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -906487.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -906489.187500 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -906489.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -906491.375000 Penalty: 4218.640625
	Iteration 30Q: 3 clusters Score -906491.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -906492.437500 Penalty: 4218.640625
	Iteration 31Q: 3 clusters Score -906492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -906493.937500 Penalty: 4218.640625
	Iteration 32Q: 3 clusters Score -906493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -906495.187500 Penalty: 4218.640625
	Iteration 33Q: 3 clusters Score -906495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -906497.000000 Penalty: 4218.640625
	Iteration 34Q: 3 clusters Score -906497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -906497.000000 Penalty: 4218.640625
	Iteration 35Q: 3 clusters Score -906497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -906497.000000 Penalty: 4218.640625
	Iteration 36F: 3 clusters Score -906497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Entering Unmasked Estep 
Score: -2389532.250000 Penalty: 2330.658203
	Iteration 0F: 2 clusters Score -2389532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2380865.500000 Penalty: 4661.316406
	Iteration 0F: 3 clusters Score -2380866 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2383396.500000 Penalty: 4661.316406
	Iteration 1F: 3 clusters Score -2383396 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2383693.750000 Penalty: 4661.316406
	Iteration 2F: 3 clusters Score -2383694 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2383886.250000 Penalty: 4661.316406
	Iteration 3Q: 3 clusters Score -2383886 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2384062.750000 Penalty: 4661.316406
	Iteration 4Q: 3 clusters Score -2384063 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2384184.250000 Penalty: 4661.316406
	Iteration 5Q: 3 clusters Score -2384184 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2384290.750000 Penalty: 4661.316406
	Iteration 6Q: 3 clusters Score -2384291 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2384366.500000 Penalty: 4661.316406
	Iteration 7Q: 3 clusters Score -2384366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2384431.500000 Penalty: 4661.316406
	Iteration 8Q: 3 clusters Score -2384432 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2384494.750000 Penalty: 4661.316406
	Iteration 9Q: 3 clusters Score -2384495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2384545.500000 Penalty: 4661.316406
	Iteration 10Q: 3 clusters Score -2384546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2384610.250000 Penalty: 4661.316406
	Iteration 11Q: 3 clusters Score -2384610 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2384671.250000 Penalty: 4661.316406
	Iteration 12Q: 3 clusters Score -2384671 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2384742.750000 Penalty: 4661.316406
	Iteration 13Q: 3 clusters Score -2384743 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2384835.000000 Penalty: 4661.316406
	Iteration 14Q: 3 clusters Score -2384835 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2384938.000000 Penalty: 4661.316406
	Iteration 15Q: 3 clusters Score -2384938 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2385095.750000 Penalty: 4661.316406
	Iteration 16Q: 3 clusters Score -2385096 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2385269.500000 Penalty: 4661.316406
	Iteration 17Q: 3 clusters Score -2385270 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2385507.750000 Penalty: 4661.316406
	Iteration 18Q: 3 clusters Score -2385508 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2385776.000000 Penalty: 4661.316406
	Iteration 19Q: 3 clusters Score -2385776 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2386131.500000 Penalty: 4661.316406
	Iteration 20F: 3 clusters Score -2386132 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2386463.500000 Penalty: 4661.316406
	Iteration 21Q: 3 clusters Score -2386464 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2386741.500000 Penalty: 4661.316406
	Iteration 22Q: 3 clusters Score -2386742 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2386955.500000 Penalty: 4661.316406
	Iteration 23Q: 3 clusters Score -2386956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2387132.750000 Penalty: 4661.316406
	Iteration 24Q: 3 clusters Score -2387133 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2387266.000000 Penalty: 4661.316406
	Iteration 25Q: 3 clusters Score -2387266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2387341.750000 Penalty: 4661.316406
	Iteration 26Q: 3 clusters Score -2387342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2387400.250000 Penalty: 4661.316406
	Iteration 27Q: 3 clusters Score -2387400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2387449.250000 Penalty: 4661.316406
	Iteration 28Q: 3 clusters Score -2387449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2387478.000000 Penalty: 4661.316406
	Iteration 29Q: 3 clusters Score -2387478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2387499.250000 Penalty: 4661.316406
	Iteration 30Q: 3 clusters Score -2387499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2387518.750000 Penalty: 4661.316406
	Iteration 31Q: 3 clusters Score -2387519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2387531.500000 Penalty: 4661.316406
	Iteration 32Q: 3 clusters Score -2387532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2387543.500000 Penalty: 4661.316406
	Iteration 33Q: 3 clusters Score -2387544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2387544.000000 Penalty: 4661.316406
	Iteration 34Q: 3 clusters Score -2387544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2387548.000000 Penalty: 4661.316406
	Iteration 35Q: 3 clusters Score -2387548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2387548.500000 Penalty: 4661.316406
	Iteration 36Q: 3 clusters Score -2387548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2387552.000000 Penalty: 4661.316406
	Iteration 37Q: 3 clusters Score -2387552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2387553.500000 Penalty: 4661.316406
	Iteration 38Q: 3 clusters Score -2387554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2387556.000000 Penalty: 4661.316406
	Iteration 39Q: 3 clusters Score -2387556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2387556.500000 Penalty: 4661.316406
	Iteration 40F: 3 clusters Score -2387556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Entering Unmasked Estep 
Score: -3473123.000000 Penalty: 2436.917969
	Iteration 0F: 2 clusters Score -3473123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3460146.250000 Penalty: 4873.835938
	Iteration 0F: 3 clusters Score -3460146 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3464483.000000 Penalty: 4873.835938
	Iteration 1F: 3 clusters Score -3464483 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3464967.750000 Penalty: 4873.835938
	Iteration 2F: 3 clusters Score -3464968 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3465421.000000 Penalty: 4873.835938
	Iteration 3F: 3 clusters Score -3465421 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3465941.500000 Penalty: 4873.835938
	Iteration 4F: 3 clusters Score -3465942 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3466559.750000 Penalty: 4873.835938
	Iteration 5F: 3 clusters Score -3466560 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3467328.000000 Penalty: 4873.835938
	Iteration 6F: 3 clusters Score -3467328 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3468195.250000 Penalty: 4873.835938
	Iteration 7F: 3 clusters Score -3468195 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3469046.500000 Penalty: 4873.835938
	Iteration 8F: 3 clusters Score -3469046 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3469739.250000 Penalty: 4873.835938
	Iteration 9Q: 3 clusters Score -3469739 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3470246.250000 Penalty: 4873.835938
	Iteration 10Q: 3 clusters Score -3470246 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3470590.250000 Penalty: 4873.835938
	Iteration 11Q: 3 clusters Score -3470590 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3470776.750000 Penalty: 4873.835938
	Iteration 12Q: 3 clusters Score -3470777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3470865.250000 Penalty: 4873.835938
	Iteration 13Q: 3 clusters Score -3470865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3470913.250000 Penalty: 4873.835938
	Iteration 14Q: 3 clusters Score -3470913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3470949.750000 Penalty: 4873.835938
	Iteration 15Q: 3 clusters Score -3470950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3470971.500000 Penalty: 4873.835938
	Iteration 16Q: 3 clusters Score -3470972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3470988.750000 Penalty: 4873.835938
	Iteration 17Q: 3 clusters Score -3470989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3470994.750000 Penalty: 4873.835938
	Iteration 18Q: 3 clusters Score -3470995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3471002.750000 Penalty: 4873.835938
	Iteration 19Q: 3 clusters Score -3471003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3471016.250000 Penalty: 4873.835938
	Iteration 20F: 3 clusters Score -3471016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3471023.750000 Penalty: 4873.835938
	Iteration 21Q: 3 clusters Score -3471024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3471021.000000 Penalty: 4873.835938
	Iteration 22Q: 3 clusters Score -3471021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3471024.250000 Penalty: 4873.835938
	Iteration 23Q: 3 clusters Score -3471024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3471024.250000 Penalty: 4873.835938
	Iteration 24Q: 3 clusters Score -3471024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3471026.250000 Penalty: 4873.835938
	Iteration 25Q: 3 clusters Score -3471026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3471029.000000 Penalty: 4873.835938
	Iteration 26Q: 3 clusters Score -3471029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3471034.750000 Penalty: 4873.835938
	Iteration 27Q: 3 clusters Score -3471035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3471037.750000 Penalty: 4873.835938
	Iteration 28Q: 3 clusters Score -3471038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3471042.250000 Penalty: 4873.835938
	Iteration 29Q: 3 clusters Score -3471042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3471039.750000 Penalty: 4873.835938
	Iteration 30Q: 3 clusters Score -3471040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3471044.000000 Penalty: 4873.835938
	Iteration 31Q: 3 clusters Score -3471044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3471049.250000 Penalty: 4873.835938
	Iteration 32Q: 3 clusters Score -3471049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3471056.000000 Penalty: 4873.835938
	Iteration 33Q: 3 clusters Score -3471056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3471060.750000 Penalty: 4873.835938
	Iteration 34Q: 3 clusters Score -3471061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3471060.000000 Penalty: 4873.835938
	Iteration 35Q: 3 clusters Score -3471060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3471057.000000 Penalty: 4873.835938
	Iteration 36Q: 3 clusters Score -3471057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3471055.750000 Penalty: 4873.835938
	Iteration 37Q: 3 clusters Score -3471056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3471054.250000 Penalty: 4873.835938
	Iteration 38Q: 3 clusters Score -3471054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3471054.250000 Penalty: 4873.835938
	Iteration 39F: 3 clusters Score -3471054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Entering Unmasked Estep 
Score: -4335713.500000 Penalty: 2495.806152
	Iteration 0F: 2 clusters Score -4335714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4319580.500000 Penalty: 4991.612305
	Iteration 0F: 3 clusters Score -4319580 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4325142.000000 Penalty: 4991.612305
	Iteration 1F: 3 clusters Score -4325142 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4325499.000000 Penalty: 4991.612305
	Iteration 2F: 3 clusters Score -4325499 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4325787.000000 Penalty: 4991.612305
	Iteration 3Q: 3 clusters Score -4325787 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4326025.000000 Penalty: 4991.612305
	Iteration 4Q: 3 clusters Score -4326025 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4326204.000000 Penalty: 4991.612305
	Iteration 5Q: 3 clusters Score -4326204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4326342.000000 Penalty: 4991.612305
	Iteration 6Q: 3 clusters Score -4326342 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4326471.500000 Penalty: 4991.612305
	Iteration 7Q: 3 clusters Score -4326472 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4326581.500000 Penalty: 4991.612305
	Iteration 8Q: 3 clusters Score -4326582 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -4326704.000000 Penalty: 4991.612305
	Iteration 9Q: 3 clusters Score -4326704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -4326824.500000 Penalty: 4991.612305
	Iteration 10Q: 3 clusters Score -4326824 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4326952.000000 Penalty: 4991.612305
	Iteration 11Q: 3 clusters Score -4326952 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4327144.000000 Penalty: 4991.612305
	Iteration 12Q: 3 clusters Score -4327144 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4327352.500000 Penalty: 4991.612305
	Iteration 13Q: 3 clusters Score -4327352 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4327690.500000 Penalty: 4991.612305
	Iteration 14Q: 3 clusters Score -4327690 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4328148.000000 Penalty: 4991.612305
	Iteration 15Q: 3 clusters Score -4328148 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4328728.000000 Penalty: 4991.612305
	Iteration 16Q: 3 clusters Score -4328728 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4329406.500000 Penalty: 4991.612305
	Iteration 17Q: 3 clusters Score -4329406 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4330016.000000 Penalty: 4991.612305
	Iteration 18Q: 3 clusters Score -4330016 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4330514.500000 Penalty: 4991.612305
	Iteration 19Q: 3 clusters Score -4330514 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4330843.000000 Penalty: 4991.612305
	Iteration 20F: 3 clusters Score -4330843 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4331068.000000 Penalty: 4991.612305
	Iteration 21Q: 3 clusters Score -4331068 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4331262.500000 Penalty: 4991.612305
	Iteration 22Q: 3 clusters Score -4331262 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4331445.000000 Penalty: 4991.612305
	Iteration 23Q: 3 clusters Score -4331445 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4331615.000000 Penalty: 4991.612305
	Iteration 24Q: 3 clusters Score -4331615 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4331798.500000 Penalty: 4991.612305
	Iteration 25Q: 3 clusters Score -4331798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4332001.500000 Penalty: 4991.612305
	Iteration 26Q: 3 clusters Score -4332002 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4332193.000000 Penalty: 4991.612305
	Iteration 27Q: 3 clusters Score -4332193 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4332394.500000 Penalty: 4991.612305
	Iteration 28Q: 3 clusters Score -4332394 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4332573.000000 Penalty: 4991.612305
	Iteration 29Q: 3 clusters Score -4332573 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4332773.000000 Penalty: 4991.612305
	Iteration 30Q: 3 clusters Score -4332773 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4332958.500000 Penalty: 4991.612305
	Iteration 31Q: 3 clusters Score -4332958 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4333133.500000 Penalty: 4991.612305
	Iteration 32Q: 3 clusters Score -4333134 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4333256.000000 Penalty: 4991.612305
	Iteration 33Q: 3 clusters Score -4333256 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4333361.500000 Penalty: 4991.612305
	Iteration 34Q: 3 clusters Score -4333362 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4333455.000000 Penalty: 4991.612305
	Iteration 35Q: 3 clusters Score -4333455 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4333506.500000 Penalty: 4991.612305
	Iteration 36Q: 3 clusters Score -4333506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4333562.000000 Penalty: 4991.612305
	Iteration 37Q: 3 clusters Score -4333562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4333606.000000 Penalty: 4991.612305
	Iteration 38Q: 3 clusters Score -4333606 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4333662.500000 Penalty: 4991.612305
	Iteration 39Q: 3 clusters Score -4333662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4333694.000000 Penalty: 4991.612305
	Iteration 40F: 3 clusters Score -4333694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4333732.000000 Penalty: 4991.612305
	Iteration 41Q: 3 clusters Score -4333732 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4333751.500000 Penalty: 4991.612305
	Iteration 42Q: 3 clusters Score -4333752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4333768.500000 Penalty: 4991.612305
	Iteration 43Q: 3 clusters Score -4333768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4333778.500000 Penalty: 4991.612305
	Iteration 44Q: 3 clusters Score -4333778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4333788.000000 Penalty: 4991.612305
	Iteration 45Q: 3 clusters Score -4333788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4333814.000000 Penalty: 4991.612305
	Iteration 46Q: 3 clusters Score -4333814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4333826.500000 Penalty: 4991.612305
	Iteration 47Q: 3 clusters Score -4333826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4333836.000000 Penalty: 4991.612305
	Iteration 48Q: 3 clusters Score -4333836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4333838.000000 Penalty: 4991.612305
	Iteration 49Q: 3 clusters Score -4333838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4333849.000000 Penalty: 4991.612305
	Iteration 50Q: 3 clusters Score -4333849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4333856.500000 Penalty: 4991.612305
	Iteration 51Q: 3 clusters Score -4333856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4333863.500000 Penalty: 4991.612305
	Iteration 52Q: 3 clusters Score -4333864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4333868.500000 Penalty: 4991.612305
	Iteration 53Q: 3 clusters Score -4333868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -4333867.500000 Penalty: 4991.612305
	Iteration 54Q: 3 clusters Score -4333868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -4333868.000000 Penalty: 4991.612305
	Iteration 55Q: 3 clusters Score -4333868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4333867.000000 Penalty: 4991.612305
	Iteration 56Q: 3 clusters Score -4333867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4333870.000000 Penalty: 4991.612305
	Iteration 57Q: 3 clusters Score -4333870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4333877.000000 Penalty: 4991.612305
	Iteration 58Q: 3 clusters Score -4333877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4333887.000000 Penalty: 4991.612305
	Iteration 59Q: 3 clusters Score -4333887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4333889.000000 Penalty: 4991.612305
	Iteration 60F: 3 clusters Score -4333889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4333901.500000 Penalty: 4991.612305
	Iteration 61Q: 3 clusters Score -4333902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4333898.000000 Penalty: 4991.612305
	Iteration 62Q: 3 clusters Score -4333898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4333905.000000 Penalty: 4991.612305
	Iteration 63Q: 3 clusters Score -4333905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4333898.500000 Penalty: 4991.612305
	Iteration 64Q: 3 clusters Score -4333898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4333897.000000 Penalty: 4991.612305
	Iteration 65Q: 3 clusters Score -4333897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4333896.500000 Penalty: 4991.612305
	Iteration 66Q: 3 clusters Score -4333896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4333897.000000 Penalty: 4991.612305
	Iteration 67Q: 3 clusters Score -4333897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4333900.000000 Penalty: 4991.612305
	Iteration 68Q: 3 clusters Score -4333900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4333906.500000 Penalty: 4991.612305
	Iteration 69Q: 3 clusters Score -4333906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4333910.500000 Penalty: 4991.612305
	Iteration 70Q: 3 clusters Score -4333910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4333905.500000 Penalty: 4991.612305
	Iteration 71Q: 3 clusters Score -4333906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4333907.500000 Penalty: 4991.612305
	Iteration 72Q: 3 clusters Score -4333908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4333908.500000 Penalty: 4991.612305
	Iteration 73Q: 3 clusters Score -4333908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4333909.000000 Penalty: 4991.612305
	Iteration 74Q: 3 clusters Score -4333909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4333907.500000 Penalty: 4991.612305
	Iteration 75Q: 3 clusters Score -4333908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4333912.500000 Penalty: 4991.612305
	Iteration 76Q: 3 clusters Score -4333912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4333915.000000 Penalty: 4991.612305
	Iteration 77Q: 3 clusters Score -4333915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4333906.500000 Penalty: 4991.612305
	Iteration 78Q: 3 clusters Score -4333906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4333899.500000 Penalty: 4991.612305
	Iteration 79Q: 3 clusters Score -4333900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4333912.500000 Penalty: 4991.612305
	Iteration 80F: 3 clusters Score -4333912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4333903.500000 Penalty: 4991.612305
	Iteration 81Q: 3 clusters Score -4333904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4333904.500000 Penalty: 4991.612305
	Iteration 82Q: 3 clusters Score -4333904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4333904.000000 Penalty: 4991.612305
	Iteration 83Q: 3 clusters Score -4333904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4333906.500000 Penalty: 4991.612305
	Iteration 84Q: 3 clusters Score -4333906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4333902.000000 Penalty: 4991.612305
	Iteration 85Q: 3 clusters Score -4333902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4333893.500000 Penalty: 4991.612305
	Iteration 86Q: 3 clusters Score -4333894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4333897.000000 Penalty: 4991.612305
	Iteration 87Q: 3 clusters Score -4333897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4333899.000000 Penalty: 4991.612305
	Iteration 88Q: 3 clusters Score -4333899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4333900.500000 Penalty: 4991.612305
	Iteration 89Q: 3 clusters Score -4333900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -4333907.000000 Penalty: 4991.612305
	Iteration 90Q: 3 clusters Score -4333907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4333904.500000 Penalty: 4991.612305
	Iteration 91Q: 3 clusters Score -4333904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4333900.000000 Penalty: 4991.612305
	Iteration 92Q: 3 clusters Score -4333900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4333897.500000 Penalty: 4991.612305
	Iteration 93Q: 3 clusters Score -4333898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4333901.500000 Penalty: 4991.612305
	Iteration 94Q: 3 clusters Score -4333902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4333900.500000 Penalty: 4991.612305
	Iteration 95Q: 3 clusters Score -4333900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4333904.000000 Penalty: 4991.612305
	Iteration 96Q: 3 clusters Score -4333904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4333903.000000 Penalty: 4991.612305
	Iteration 97Q: 3 clusters Score -4333903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4333903.000000 Penalty: 4991.612305
	Iteration 98F: 3 clusters Score -4333903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Entering Unmasked Estep 
Score: -3854565.500000 Penalty: 2462.490723
	Iteration 0F: 2 clusters Score -3854566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3840915.000000 Penalty: 4924.981445
	Iteration 0F: 3 clusters Score -3840915 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3845650.750000 Penalty: 4924.981445
	Iteration 1F: 3 clusters Score -3845651 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3846056.250000 Penalty: 4924.981445
	Iteration 2F: 3 clusters Score -3846056 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3846353.250000 Penalty: 4924.981445
	Iteration 3Q: 3 clusters Score -3846353 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3846561.500000 Penalty: 4924.981445
	Iteration 4Q: 3 clusters Score -3846562 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3846723.500000 Penalty: 4924.981445
	Iteration 5Q: 3 clusters Score -3846724 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3846869.500000 Penalty: 4924.981445
	Iteration 6Q: 3 clusters Score -3846870 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3847000.250000 Penalty: 4924.981445
	Iteration 7Q: 3 clusters Score -3847000 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3847134.500000 Penalty: 4924.981445
	Iteration 8Q: 3 clusters Score -3847134 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3847284.500000 Penalty: 4924.981445
	Iteration 9Q: 3 clusters Score -3847284 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3847445.750000 Penalty: 4924.981445
	Iteration 10Q: 3 clusters Score -3847446 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3847668.000000 Penalty: 4924.981445
	Iteration 11Q: 3 clusters Score -3847668 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3847971.500000 Penalty: 4924.981445
	Iteration 12Q: 3 clusters Score -3847972 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3848326.250000 Penalty: 4924.981445
	Iteration 13Q: 3 clusters Score -3848326 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3848818.750000 Penalty: 4924.981445
	Iteration 14Q: 3 clusters Score -3848819 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3849449.750000 Penalty: 4924.981445
	Iteration 15Q: 3 clusters Score -3849450 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3850258.500000 Penalty: 4924.981445
	Iteration 16F: 3 clusters Score -3850258 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3851102.750000 Penalty: 4924.981445
	Iteration 17F: 3 clusters Score -3851103 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3851680.750000 Penalty: 4924.981445
	Iteration 18Q: 3 clusters Score -3851681 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3851996.000000 Penalty: 4924.981445
	Iteration 19Q: 3 clusters Score -3851996 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3852160.750000 Penalty: 4924.981445
	Iteration 20F: 3 clusters Score -3852161 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3852279.250000 Penalty: 4924.981445
	Iteration 21Q: 3 clusters Score -3852279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3852348.500000 Penalty: 4924.981445
	Iteration 22Q: 3 clusters Score -3852348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3852406.250000 Penalty: 4924.981445
	Iteration 23Q: 3 clusters Score -3852406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3852432.000000 Penalty: 4924.981445
	Iteration 24Q: 3 clusters Score -3852432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3852440.500000 Penalty: 4924.981445
	Iteration 25Q: 3 clusters Score -3852440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3852451.500000 Penalty: 4924.981445
	Iteration 26Q: 3 clusters Score -3852452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3852483.750000 Penalty: 4924.981445
	Iteration 27Q: 3 clusters Score -3852484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3852500.750000 Penalty: 4924.981445
	Iteration 28Q: 3 clusters Score -3852501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3852510.250000 Penalty: 4924.981445
	Iteration 29Q: 3 clusters Score -3852510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3852510.750000 Penalty: 4924.981445
	Iteration 30Q: 3 clusters Score -3852511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3852517.000000 Penalty: 4924.981445
	Iteration 31Q: 3 clusters Score -3852517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3852521.000000 Penalty: 4924.981445
	Iteration 32Q: 3 clusters Score -3852521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3852526.250000 Penalty: 4924.981445
	Iteration 33Q: 3 clusters Score -3852526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3852531.000000 Penalty: 4924.981445
	Iteration 34Q: 3 clusters Score -3852531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3852536.750000 Penalty: 4924.981445
	Iteration 35Q: 3 clusters Score -3852537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3852541.750000 Penalty: 4924.981445
	Iteration 36Q: 3 clusters Score -3852542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3852542.000000 Penalty: 4924.981445
	Iteration 37Q: 3 clusters Score -3852542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3852549.250000 Penalty: 4924.981445
	Iteration 38Q: 3 clusters Score -3852549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3852554.750000 Penalty: 4924.981445
	Iteration 39Q: 3 clusters Score -3852555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3852551.250000 Penalty: 4924.981445
	Iteration 40F: 3 clusters Score -3852551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3852561.750000 Penalty: 4924.981445
	Iteration 41Q: 3 clusters Score -3852562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3852564.750000 Penalty: 4924.981445
	Iteration 42Q: 3 clusters Score -3852565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3852566.000000 Penalty: 4924.981445
	Iteration 43Q: 3 clusters Score -3852566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3852570.500000 Penalty: 4924.981445
	Iteration 44Q: 3 clusters Score -3852570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3852576.000000 Penalty: 4924.981445
	Iteration 45Q: 3 clusters Score -3852576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3852573.250000 Penalty: 4924.981445
	Iteration 46Q: 3 clusters Score -3852573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3852575.750000 Penalty: 4924.981445
	Iteration 47Q: 3 clusters Score -3852576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3852575.750000 Penalty: 4924.981445
	Iteration 48F: 3 clusters Score -3852576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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 167 members 
Entering Unmasked Estep 
Score: -51823.945312 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51823.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51967.039062 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51967.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52023.468750 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -52023.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52049.640625 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -52049.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52062.296875 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -52062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52064.761719 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -52064.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52064.761719 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -52064.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Entering Unmasked Estep 
Score: -3878164.000000 Penalty: 2466.636719
	Iteration 0F: 2 clusters Score -3878164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3864201.750000 Penalty: 4933.273438
	Iteration 0F: 3 clusters Score -3864202 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3869245.500000 Penalty: 4933.273438
	Iteration 1F: 3 clusters Score -3869246 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3869591.250000 Penalty: 4933.273438
	Iteration 2F: 3 clusters Score -3869591 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3869880.250000 Penalty: 4933.273438
	Iteration 3Q: 3 clusters Score -3869880 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3870199.250000 Penalty: 4933.273438
	Iteration 4Q: 3 clusters Score -3870199 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3870549.250000 Penalty: 4933.273438
	Iteration 5Q: 3 clusters Score -3870549 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3871027.000000 Penalty: 4933.273438
	Iteration 6Q: 3 clusters Score -3871027 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3871735.250000 Penalty: 4933.273438
	Iteration 7F: 3 clusters Score -3871735 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3872720.750000 Penalty: 4933.273438
	Iteration 8F: 3 clusters Score -3872721 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3873842.500000 Penalty: 4933.273438
	Iteration 9F: 3 clusters Score -3873842 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3874799.750000 Penalty: 4933.273438
	Iteration 10F: 3 clusters Score -3874800 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3875390.000000 Penalty: 4933.273438
	Iteration 11Q: 3 clusters Score -3875390 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3875687.000000 Penalty: 4933.273438
	Iteration 12Q: 3 clusters Score -3875687 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3875911.250000 Penalty: 4933.273438
	Iteration 13Q: 3 clusters Score -3875911 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3875994.000000 Penalty: 4933.273438
	Iteration 14Q: 3 clusters Score -3875994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3876062.750000 Penalty: 4933.273438
	Iteration 15Q: 3 clusters Score -3876063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3876115.750000 Penalty: 4933.273438
	Iteration 16Q: 3 clusters Score -3876116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3876156.750000 Penalty: 4933.273438
	Iteration 17Q: 3 clusters Score -3876157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3876182.250000 Penalty: 4933.273438
	Iteration 18Q: 3 clusters Score -3876182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3876204.750000 Penalty: 4933.273438
	Iteration 19Q: 3 clusters Score -3876205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3876234.250000 Penalty: 4933.273438
	Iteration 20F: 3 clusters Score -3876234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3876245.500000 Penalty: 4933.273438
	Iteration 21Q: 3 clusters Score -3876246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3876259.500000 Penalty: 4933.273438
	Iteration 22Q: 3 clusters Score -3876260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3876262.250000 Penalty: 4933.273438
	Iteration 23Q: 3 clusters Score -3876262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3876269.750000 Penalty: 4933.273438
	Iteration 24Q: 3 clusters Score -3876270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3876268.250000 Penalty: 4933.273438
	Iteration 25Q: 3 clusters Score -3876268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3876270.500000 Penalty: 4933.273438
	Iteration 26Q: 3 clusters Score -3876270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3876274.000000 Penalty: 4933.273438
	Iteration 27Q: 3 clusters Score -3876274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3876275.250000 Penalty: 4933.273438
	Iteration 28Q: 3 clusters Score -3876275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3876273.500000 Penalty: 4933.273438
	Iteration 29Q: 3 clusters Score -3876274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3876275.000000 Penalty: 4933.273438
	Iteration 30Q: 3 clusters Score -3876275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3876287.500000 Penalty: 4933.273438
	Iteration 31Q: 3 clusters Score -3876288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3876294.250000 Penalty: 4933.273438
	Iteration 32Q: 3 clusters Score -3876294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3876293.750000 Penalty: 4933.273438
	Iteration 33Q: 3 clusters Score -3876294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3876294.750000 Penalty: 4933.273438
	Iteration 34Q: 3 clusters Score -3876295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3876294.750000 Penalty: 4933.273438
	Iteration 35F: 3 clusters Score -3876295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Entering Unmasked Estep 
Score: -4057393.250000 Penalty: 2460.428223
	Iteration 0F: 2 clusters Score -4057393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4046324.750000 Penalty: 4920.856445
	Iteration 0F: 3 clusters Score -4046325 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4051181.500000 Penalty: 4920.856445
	Iteration 1F: 3 clusters Score -4051182 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4051571.500000 Penalty: 4920.856445
	Iteration 2F: 3 clusters Score -4051572 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4051899.750000 Penalty: 4920.856445
	Iteration 3Q: 3 clusters Score -4051900 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4052118.250000 Penalty: 4920.856445
	Iteration 4Q: 3 clusters Score -4052118 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4052279.000000 Penalty: 4920.856445
	Iteration 5Q: 3 clusters Score -4052279 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4052441.000000 Penalty: 4920.856445
	Iteration 6Q: 3 clusters Score -4052441 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4052602.750000 Penalty: 4920.856445
	Iteration 7Q: 3 clusters Score -4052603 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4052757.000000 Penalty: 4920.856445
	Iteration 8Q: 3 clusters Score -4052757 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4053028.250000 Penalty: 4920.856445
	Iteration 9Q: 3 clusters Score -4053028 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4053350.000000 Penalty: 4920.856445
	Iteration 10Q: 3 clusters Score -4053350 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -4053760.750000 Penalty: 4920.856445
	Iteration 11Q: 3 clusters Score -4053761 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4054265.750000 Penalty: 4920.856445
	Iteration 12Q: 3 clusters Score -4054266 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4054718.250000 Penalty: 4920.856445
	Iteration 13Q: 3 clusters Score -4054718 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -4054962.750000 Penalty: 4920.856445
	Iteration 14Q: 3 clusters Score -4054963 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4055109.500000 Penalty: 4920.856445
	Iteration 15Q: 3 clusters Score -4055110 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4055164.500000 Penalty: 4920.856445
	Iteration 16Q: 3 clusters Score -4055164 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4055193.750000 Penalty: 4920.856445
	Iteration 17Q: 3 clusters Score -4055194 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4055218.250000 Penalty: 4920.856445
	Iteration 18Q: 3 clusters Score -4055218 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4055214.250000 Penalty: 4920.856445
	Iteration 19Q: 3 clusters Score -4055214 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4055205.500000 Penalty: 4920.856445
	Iteration 20F: 3 clusters Score -4055206 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4055195.500000 Penalty: 4920.856445
	Iteration 21Q: 3 clusters Score -4055196 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4055192.000000 Penalty: 4920.856445
	Iteration 22Q: 3 clusters Score -4055192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4055205.500000 Penalty: 4920.856445
	Iteration 23Q: 3 clusters Score -4055206 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -4055208.500000 Penalty: 4920.856445
	Iteration 24Q: 3 clusters Score -4055208 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4055207.750000 Penalty: 4920.856445
	Iteration 25Q: 3 clusters Score -4055208 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4055204.000000 Penalty: 4920.856445
	Iteration 26Q: 3 clusters Score -4055204 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4055209.500000 Penalty: 4920.856445
	Iteration 27Q: 3 clusters Score -4055210 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4055199.000000 Penalty: 4920.856445
	Iteration 28Q: 3 clusters Score -4055199 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4055194.000000 Penalty: 4920.856445
	Iteration 29Q: 3 clusters Score -4055194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4055189.750000 Penalty: 4920.856445
	Iteration 30Q: 3 clusters Score -4055190 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4055211.000000 Penalty: 4920.856445
	Iteration 31Q: 3 clusters Score -4055211 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4055248.500000 Penalty: 4920.856445
	Iteration 32Q: 3 clusters Score -4055248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4055246.250000 Penalty: 4920.856445
	Iteration 33Q: 3 clusters Score -4055246 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4055258.500000 Penalty: 4920.856445
	Iteration 34Q: 3 clusters Score -4055258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4055259.250000 Penalty: 4920.856445
	Iteration 35Q: 3 clusters Score -4055259 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4055265.000000 Penalty: 4920.856445
	Iteration 36Q: 3 clusters Score -4055265 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4055266.500000 Penalty: 4920.856445
	Iteration 37Q: 3 clusters Score -4055266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4055278.750000 Penalty: 4920.856445
	Iteration 38Q: 3 clusters Score -4055279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4055278.250000 Penalty: 4920.856445
	Iteration 39Q: 3 clusters Score -4055278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -4055298.500000 Penalty: 4920.856445
	Iteration 40F: 3 clusters Score -4055298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4055315.250000 Penalty: 4920.856445
	Iteration 41Q: 3 clusters Score -4055315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4055316.500000 Penalty: 4920.856445
	Iteration 42Q: 3 clusters Score -4055316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4055327.750000 Penalty: 4920.856445
	Iteration 43Q: 3 clusters Score -4055328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4055340.750000 Penalty: 4920.856445
	Iteration 44Q: 3 clusters Score -4055341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -4055337.500000 Penalty: 4920.856445
	Iteration 45Q: 3 clusters Score -4055338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4055349.250000 Penalty: 4920.856445
	Iteration 46Q: 3 clusters Score -4055349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4055342.000000 Penalty: 4920.856445
	Iteration 47Q: 3 clusters Score -4055342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4055345.000000 Penalty: 4920.856445
	Iteration 48Q: 3 clusters Score -4055345 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4055332.750000 Penalty: 4920.856445
	Iteration 49Q: 3 clusters Score -4055333 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4055350.000000 Penalty: 4920.856445
	Iteration 50Q: 3 clusters Score -4055350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4055367.000000 Penalty: 4920.856445
	Iteration 51Q: 3 clusters Score -4055367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4055372.750000 Penalty: 4920.856445
	Iteration 52Q: 3 clusters Score -4055373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4055379.750000 Penalty: 4920.856445
	Iteration 53Q: 3 clusters Score -4055380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4055377.500000 Penalty: 4920.856445
	Iteration 54Q: 3 clusters Score -4055378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4055381.500000 Penalty: 4920.856445
	Iteration 55Q: 3 clusters Score -4055382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4055380.500000 Penalty: 4920.856445
	Iteration 56Q: 3 clusters Score -4055380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4055371.500000 Penalty: 4920.856445
	Iteration 57Q: 3 clusters Score -4055372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4055391.500000 Penalty: 4920.856445
	Iteration 58Q: 3 clusters Score -4055392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4055398.500000 Penalty: 4920.856445
	Iteration 59Q: 3 clusters Score -4055398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4055420.250000 Penalty: 4920.856445
	Iteration 60F: 3 clusters Score -4055420 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4055437.000000 Penalty: 4920.856445
	Iteration 61Q: 3 clusters Score -4055437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -4055436.000000 Penalty: 4920.856445
	Iteration 62Q: 3 clusters Score -4055436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4055439.000000 Penalty: 4920.856445
	Iteration 63Q: 3 clusters Score -4055439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4055456.750000 Penalty: 4920.856445
	Iteration 64Q: 3 clusters Score -4055457 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4055472.750000 Penalty: 4920.856445
	Iteration 65Q: 3 clusters Score -4055473 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4055480.750000 Penalty: 4920.856445
	Iteration 66Q: 3 clusters Score -4055481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -4055494.750000 Penalty: 4920.856445
	Iteration 67Q: 3 clusters Score -4055495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -4055503.000000 Penalty: 4920.856445
	Iteration 68Q: 3 clusters Score -4055503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4055524.500000 Penalty: 4920.856445
	Iteration 69Q: 3 clusters Score -4055524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4055547.000000 Penalty: 4920.856445
	Iteration 70Q: 3 clusters Score -4055547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4055557.000000 Penalty: 4920.856445
	Iteration 71Q: 3 clusters Score -4055557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4055562.500000 Penalty: 4920.856445
	Iteration 72Q: 3 clusters Score -4055562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4055570.250000 Penalty: 4920.856445
	Iteration 73Q: 3 clusters Score -4055570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4055574.500000 Penalty: 4920.856445
	Iteration 74Q: 3 clusters Score -4055574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4055583.250000 Penalty: 4920.856445
	Iteration 75Q: 3 clusters Score -4055583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055593.250000 Penalty: 4920.856445
	Iteration 76Q: 3 clusters Score -4055593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4055604.000000 Penalty: 4920.856445
	Iteration 77Q: 3 clusters Score -4055604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4055600.000000 Penalty: 4920.856445
	Iteration 78Q: 3 clusters Score -4055600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4055605.000000 Penalty: 4920.856445
	Iteration 79Q: 3 clusters Score -4055605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4055613.000000 Penalty: 4920.856445
	Iteration 80F: 3 clusters Score -4055613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4055610.500000 Penalty: 4920.856445
	Iteration 81Q: 3 clusters Score -4055610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4055625.250000 Penalty: 4920.856445
	Iteration 82Q: 3 clusters Score -4055625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4055643.000000 Penalty: 4920.856445
	Iteration 83Q: 3 clusters Score -4055643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4055654.750000 Penalty: 4920.856445
	Iteration 84Q: 3 clusters Score -4055655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4055661.250000 Penalty: 4920.856445
	Iteration 85Q: 3 clusters Score -4055661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4055673.000000 Penalty: 4920.856445
	Iteration 86Q: 3 clusters Score -4055673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4055662.250000 Penalty: 4920.856445
	Iteration 87Q: 3 clusters Score -4055662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4055673.500000 Penalty: 4920.856445
	Iteration 88Q: 3 clusters Score -4055674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055679.750000 Penalty: 4920.856445
	Iteration 89Q: 3 clusters Score -4055680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055700.000000 Penalty: 4920.856445
	Iteration 90Q: 3 clusters Score -4055700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4055712.000000 Penalty: 4920.856445
	Iteration 91Q: 3 clusters Score -4055712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4055716.750000 Penalty: 4920.856445
	Iteration 92Q: 3 clusters Score -4055717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4055716.750000 Penalty: 4920.856445
	Iteration 93Q: 3 clusters Score -4055717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4055732.250000 Penalty: 4920.856445
	Iteration 94Q: 3 clusters Score -4055732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4055745.250000 Penalty: 4920.856445
	Iteration 95Q: 3 clusters Score -4055745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4055753.000000 Penalty: 4920.856445
	Iteration 96Q: 3 clusters Score -4055753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4055750.250000 Penalty: 4920.856445
	Iteration 97Q: 3 clusters Score -4055750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -4055747.250000 Penalty: 4920.856445
	Iteration 98Q: 3 clusters Score -4055747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4055745.000000 Penalty: 4920.856445
	Iteration 99Q: 3 clusters Score -4055745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4055753.000000 Penalty: 4920.856445
	Iteration 100F: 3 clusters Score -4055753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4055757.750000 Penalty: 4920.856445
	Iteration 101Q: 3 clusters Score -4055758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4055757.750000 Penalty: 4920.856445
	Iteration 102Q: 3 clusters Score -4055758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4055755.750000 Penalty: 4920.856445
	Iteration 103Q: 3 clusters Score -4055756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4055758.500000 Penalty: 4920.856445
	Iteration 104Q: 3 clusters Score -4055758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -4055755.500000 Penalty: 4920.856445
	Iteration 105Q: 3 clusters Score -4055756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055756.250000 Penalty: 4920.856445
	Iteration 106Q: 3 clusters Score -4055756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4055769.500000 Penalty: 4920.856445
	Iteration 107Q: 3 clusters Score -4055770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4055772.000000 Penalty: 4920.856445
	Iteration 108Q: 3 clusters Score -4055772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4055770.750000 Penalty: 4920.856445
	Iteration 109Q: 3 clusters Score -4055771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4055776.500000 Penalty: 4920.856445
	Iteration 110Q: 3 clusters Score -4055776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4055779.500000 Penalty: 4920.856445
	Iteration 111Q: 3 clusters Score -4055780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4055781.500000 Penalty: 4920.856445
	Iteration 112Q: 3 clusters Score -4055782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4055796.500000 Penalty: 4920.856445
	Iteration 113Q: 3 clusters Score -4055796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4055799.000000 Penalty: 4920.856445
	Iteration 114Q: 3 clusters Score -4055799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4055801.000000 Penalty: 4920.856445
	Iteration 115Q: 3 clusters Score -4055801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4055804.000000 Penalty: 4920.856445
	Iteration 116Q: 3 clusters Score -4055804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4055811.750000 Penalty: 4920.856445
	Iteration 117Q: 3 clusters Score -4055812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4055820.000000 Penalty: 4920.856445
	Iteration 118Q: 3 clusters Score -4055820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4055823.750000 Penalty: 4920.856445
	Iteration 119Q: 3 clusters Score -4055824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4055815.500000 Penalty: 4920.856445
	Iteration 120F: 3 clusters Score -4055816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4055809.750000 Penalty: 4920.856445
	Iteration 121Q: 3 clusters Score -4055810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4055816.000000 Penalty: 4920.856445
	Iteration 122Q: 3 clusters Score -4055816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4055821.250000 Penalty: 4920.856445
	Iteration 123Q: 3 clusters Score -4055821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4055823.500000 Penalty: 4920.856445
	Iteration 124Q: 3 clusters Score -4055824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4055822.750000 Penalty: 4920.856445
	Iteration 125Q: 3 clusters Score -4055823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4055813.000000 Penalty: 4920.856445
	Iteration 126Q: 3 clusters Score -4055813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4055812.000000 Penalty: 4920.856445
	Iteration 127Q: 3 clusters Score -4055812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4055812.750000 Penalty: 4920.856445
	Iteration 128Q: 3 clusters Score -4055813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4055812.500000 Penalty: 4920.856445
	Iteration 129Q: 3 clusters Score -4055812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -4055815.250000 Penalty: 4920.856445
	Iteration 130Q: 3 clusters Score -4055815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4055820.750000 Penalty: 4920.856445
	Iteration 131Q: 3 clusters Score -4055821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4055821.750000 Penalty: 4920.856445
	Iteration 132Q: 3 clusters Score -4055822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4055825.500000 Penalty: 4920.856445
	Iteration 133Q: 3 clusters Score -4055826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4055822.500000 Penalty: 4920.856445
	Iteration 134Q: 3 clusters Score -4055822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4055825.750000 Penalty: 4920.856445
	Iteration 135Q: 3 clusters Score -4055826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4055828.250000 Penalty: 4920.856445
	Iteration 136Q: 3 clusters Score -4055828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4055829.500000 Penalty: 4920.856445
	Iteration 137Q: 3 clusters Score -4055830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4055830.500000 Penalty: 4920.856445
	Iteration 138Q: 3 clusters Score -4055830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4055833.750000 Penalty: 4920.856445
	Iteration 139Q: 3 clusters Score -4055834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4055829.250000 Penalty: 4920.856445
	Iteration 140F: 3 clusters Score -4055829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055823.250000 Penalty: 4920.856445
	Iteration 141Q: 3 clusters Score -4055823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4055818.000000 Penalty: 4920.856445
	Iteration 142Q: 3 clusters Score -4055818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4055815.000000 Penalty: 4920.856445
	Iteration 143Q: 3 clusters Score -4055815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055824.750000 Penalty: 4920.856445
	Iteration 144Q: 3 clusters Score -4055825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4055824.000000 Penalty: 4920.856445
	Iteration 145Q: 3 clusters Score -4055824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4055828.750000 Penalty: 4920.856445
	Iteration 146Q: 3 clusters Score -4055829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4055826.500000 Penalty: 4920.856445
	Iteration 147Q: 3 clusters Score -4055826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4055823.250000 Penalty: 4920.856445
	Iteration 148Q: 3 clusters Score -4055823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4055836.000000 Penalty: 4920.856445
	Iteration 149Q: 3 clusters Score -4055836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4055843.250000 Penalty: 4920.856445
	Iteration 150Q: 3 clusters Score -4055843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4055855.500000 Penalty: 4920.856445
	Iteration 151Q: 3 clusters Score -4055856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4055853.000000 Penalty: 4920.856445
	Iteration 152Q: 3 clusters Score -4055853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4055853.750000 Penalty: 4920.856445
	Iteration 153Q: 3 clusters Score -4055854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4055867.000000 Penalty: 4920.856445
	Iteration 154Q: 3 clusters Score -4055867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4055868.500000 Penalty: 4920.856445
	Iteration 155Q: 3 clusters Score -4055868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4055863.750000 Penalty: 4920.856445
	Iteration 156Q: 3 clusters Score -4055864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4055867.500000 Penalty: 4920.856445
	Iteration 157Q: 3 clusters Score -4055868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4055866.000000 Penalty: 4920.856445
	Iteration 158Q: 3 clusters Score -4055866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4055878.000000 Penalty: 4920.856445
	Iteration 159Q: 3 clusters Score -4055878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4055879.500000 Penalty: 4920.856445
	Iteration 160F: 3 clusters Score -4055880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4055874.250000 Penalty: 4920.856445
	Iteration 161Q: 3 clusters Score -4055874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4055874.500000 Penalty: 4920.856445
	Iteration 162Q: 3 clusters Score -4055874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4055873.000000 Penalty: 4920.856445
	Iteration 163Q: 3 clusters Score -4055873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4055871.000000 Penalty: 4920.856445
	Iteration 164Q: 3 clusters Score -4055871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4055873.500000 Penalty: 4920.856445
	Iteration 165Q: 3 clusters Score -4055874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4055873.500000 Penalty: 4920.856445
	Iteration 166Q: 3 clusters Score -4055874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4055874.000000 Penalty: 4920.856445
	Iteration 167Q: 3 clusters Score -4055874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -4055864.500000 Penalty: 4920.856445
	Iteration 168Q: 3 clusters Score -4055864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4055871.750000 Penalty: 4920.856445
	Iteration 169Q: 3 clusters Score -4055872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4055871.500000 Penalty: 4920.856445
	Iteration 170Q: 3 clusters Score -4055872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4055874.250000 Penalty: 4920.856445
	Iteration 171Q: 3 clusters Score -4055874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4055869.000000 Penalty: 4920.856445
	Iteration 172Q: 3 clusters Score -4055869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4055874.000000 Penalty: 4920.856445
	Iteration 173Q: 3 clusters Score -4055874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -4055870.250000 Penalty: 4920.856445
	Iteration 174Q: 3 clusters Score -4055870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4055872.000000 Penalty: 4920.856445
	Iteration 175Q: 3 clusters Score -4055872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4055875.750000 Penalty: 4920.856445
	Iteration 176Q: 3 clusters Score -4055876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4055876.500000 Penalty: 4920.856445
	Iteration 177Q: 3 clusters Score -4055876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4055873.250000 Penalty: 4920.856445
	Iteration 178Q: 3 clusters Score -4055873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4055867.250000 Penalty: 4920.856445
	Iteration 179Q: 3 clusters Score -4055867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4055869.000000 Penalty: 4920.856445
	Iteration 180F: 3 clusters Score -4055869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4055866.250000 Penalty: 4920.856445
	Iteration 181Q: 3 clusters Score -4055866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4055868.250000 Penalty: 4920.856445
	Iteration 182Q: 3 clusters Score -4055868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4055867.750000 Penalty: 4920.856445
	Iteration 183Q: 3 clusters Score -4055868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4055867.750000 Penalty: 4920.856445
	Iteration 184Q: 3 clusters Score -4055868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4055871.000000 Penalty: 4920.856445
	Iteration 185Q: 3 clusters Score -4055871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4055869.250000 Penalty: 4920.856445
	Iteration 186Q: 3 clusters Score -4055869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4055868.250000 Penalty: 4920.856445
	Iteration 187Q: 3 clusters Score -4055868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4055869.500000 Penalty: 4920.856445
	Iteration 188Q: 3 clusters Score -4055870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4055869.750000 Penalty: 4920.856445
	Iteration 189Q: 3 clusters Score -4055870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4055871.000000 Penalty: 4920.856445
	Iteration 190Q: 3 clusters Score -4055871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4055865.250000 Penalty: 4920.856445
	Iteration 191Q: 3 clusters Score -4055865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4055868.000000 Penalty: 4920.856445
	Iteration 192Q: 3 clusters Score -4055868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4055867.000000 Penalty: 4920.856445
	Iteration 193Q: 3 clusters Score -4055867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4055867.000000 Penalty: 4920.856445
	Iteration 194F: 3 clusters Score -4055867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -146876.687500 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146876.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147199.968750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147322.546875 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147322.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147366.500000 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147366.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147443.515625 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147443.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -147517.625000 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147517.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147569.906250 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -147618.203125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147618.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147661.218750 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147679.828125 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147685.109375 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147689.765625 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -147701.187500 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -147709.437500 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147714.703125 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147714.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147717.140625 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -147718.703125 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147725.750000 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147728.218750 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -147728.218750 Penalty: 3361.712646
	Iteration 19F: 3 clusters Score -147728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Entering Unmasked Estep 
Score: -3660014.500000 Penalty: 2451.041992
	Iteration 0F: 2 clusters Score -3660014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3646544.750000 Penalty: 4902.083984
	Iteration 0F: 3 clusters Score -3646545 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3651063.250000 Penalty: 4902.083984
	Iteration 1F: 3 clusters Score -3651063 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3651474.500000 Penalty: 4902.083984
	Iteration 2F: 3 clusters Score -3651474 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3651885.250000 Penalty: 4902.083984
	Iteration 3Q: 3 clusters Score -3651885 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3652365.750000 Penalty: 4902.083984
	Iteration 4Q: 3 clusters Score -3652366 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3652914.000000 Penalty: 4902.083984
	Iteration 5Q: 3 clusters Score -3652914 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3653526.250000 Penalty: 4902.083984
	Iteration 6Q: 3 clusters Score -3653526 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3654038.250000 Penalty: 4902.083984
	Iteration 7Q: 3 clusters Score -3654038 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3654620.750000 Penalty: 4902.083984
	Iteration 8Q: 3 clusters Score -3654621 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3655169.500000 Penalty: 4902.083984
	Iteration 9Q: 3 clusters Score -3655170 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3655737.000000 Penalty: 4902.083984
	Iteration 10Q: 3 clusters Score -3655737 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3656264.250000 Penalty: 4902.083984
	Iteration 11Q: 3 clusters Score -3656264 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3656714.500000 Penalty: 4902.083984
	Iteration 12Q: 3 clusters Score -3656714 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3657077.750000 Penalty: 4902.083984
	Iteration 13Q: 3 clusters Score -3657078 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3657355.750000 Penalty: 4902.083984
	Iteration 14Q: 3 clusters Score -3657356 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3657489.000000 Penalty: 4902.083984
	Iteration 15Q: 3 clusters Score -3657489 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3657601.500000 Penalty: 4902.083984
	Iteration 16Q: 3 clusters Score -3657602 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3657698.500000 Penalty: 4902.083984
	Iteration 17Q: 3 clusters Score -3657698 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3657775.000000 Penalty: 4902.083984
	Iteration 18Q: 3 clusters Score -3657775 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3657842.750000 Penalty: 4902.083984
	Iteration 19Q: 3 clusters Score -3657843 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3657887.750000 Penalty: 4902.083984
	Iteration 20F: 3 clusters Score -3657888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3657935.000000 Penalty: 4902.083984
	Iteration 21Q: 3 clusters Score -3657935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3657975.750000 Penalty: 4902.083984
	Iteration 22Q: 3 clusters Score -3657976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3658016.250000 Penalty: 4902.083984
	Iteration 23Q: 3 clusters Score -3658016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3658045.000000 Penalty: 4902.083984
	Iteration 24Q: 3 clusters Score -3658045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3658075.750000 Penalty: 4902.083984
	Iteration 25Q: 3 clusters Score -3658076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3658085.250000 Penalty: 4902.083984
	Iteration 26Q: 3 clusters Score -3658085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3658090.250000 Penalty: 4902.083984
	Iteration 27Q: 3 clusters Score -3658090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3658114.250000 Penalty: 4902.083984
	Iteration 28Q: 3 clusters Score -3658114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3658121.500000 Penalty: 4902.083984
	Iteration 29Q: 3 clusters Score -3658122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3658131.250000 Penalty: 4902.083984
	Iteration 30Q: 3 clusters Score -3658131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3658134.750000 Penalty: 4902.083984
	Iteration 31Q: 3 clusters Score -3658135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3658138.750000 Penalty: 4902.083984
	Iteration 32Q: 3 clusters Score -3658139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3658135.000000 Penalty: 4902.083984
	Iteration 33Q: 3 clusters Score -3658135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3658135.000000 Penalty: 4902.083984
	Iteration 34F: 3 clusters Score -3658135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -2562532.250000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -2562532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2553394.000000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -2553394 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2556243.750000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -2556244 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2556555.750000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -2556556 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2556785.250000 Penalty: 4696.090332
	Iteration 3Q: 3 clusters Score -2556785 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2556998.750000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -2556999 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2557188.000000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -2557188 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2557383.250000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -2557383 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2557611.500000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -2557612 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2557926.000000 Penalty: 4696.090332
	Iteration 8Q: 3 clusters Score -2557926 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2558301.250000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -2558301 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2558713.000000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -2558713 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2559162.250000 Penalty: 4696.090332
	Iteration 11F: 3 clusters Score -2559162 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2559587.000000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -2559587 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2559966.000000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -2559966 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2560228.750000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -2560229 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2560378.250000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -2560378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2560453.000000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -2560453 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2560513.250000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -2560513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2560558.250000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -2560558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2560593.750000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -2560594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2560638.250000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -2560638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2560661.250000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -2560661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2560681.250000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -2560681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2560689.250000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -2560689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2560691.750000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -2560692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2560696.750000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -2560697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2560700.000000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -2560700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2560700.750000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -2560701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2560705.500000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -2560706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2560709.500000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -2560710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2560711.250000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -2560711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2560707.000000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -2560707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2560707.000000 Penalty: 4696.090332
	Iteration 32F: 3 clusters Score -2560707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Entering Unmasked Estep 
Score: -4406580.000000 Penalty: 2494.237549
	Iteration 0F: 2 clusters Score -4406580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4391753.000000 Penalty: 4988.475098
	Iteration 0F: 3 clusters Score -4391753 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4397524.000000 Penalty: 4988.475098
	Iteration 1F: 3 clusters Score -4397524 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4397893.000000 Penalty: 4988.475098
	Iteration 2Q: 3 clusters Score -4397893 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4398282.000000 Penalty: 4988.475098
	Iteration 3Q: 3 clusters Score -4398282 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4398640.000000 Penalty: 4988.475098
	Iteration 4Q: 3 clusters Score -4398640 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4399032.000000 Penalty: 4988.475098
	Iteration 5Q: 3 clusters Score -4399032 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -4399532.500000 Penalty: 4988.475098
	Iteration 6Q: 3 clusters Score -4399532 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -4400136.000000 Penalty: 4988.475098
	Iteration 7Q: 3 clusters Score -4400136 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -4400879.500000 Penalty: 4988.475098
	Iteration 8Q: 3 clusters Score -4400880 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4401792.000000 Penalty: 4988.475098
	Iteration 9Q: 3 clusters Score -4401792 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4402690.000000 Penalty: 4988.475098
	Iteration 10Q: 3 clusters Score -4402690 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -4403349.000000 Penalty: 4988.475098
	Iteration 11Q: 3 clusters Score -4403349 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4403788.500000 Penalty: 4988.475098
	Iteration 12Q: 3 clusters Score -4403788 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4404068.000000 Penalty: 4988.475098
	Iteration 13Q: 3 clusters Score -4404068 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4404252.500000 Penalty: 4988.475098
	Iteration 14Q: 3 clusters Score -4404252 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4404380.500000 Penalty: 4988.475098
	Iteration 15Q: 3 clusters Score -4404380 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4404456.000000 Penalty: 4988.475098
	Iteration 16Q: 3 clusters Score -4404456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4404510.000000 Penalty: 4988.475098
	Iteration 17Q: 3 clusters Score -4404510 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4404551.000000 Penalty: 4988.475098
	Iteration 18Q: 3 clusters Score -4404551 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4404589.500000 Penalty: 4988.475098
	Iteration 19Q: 3 clusters Score -4404590 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4404612.000000 Penalty: 4988.475098
	Iteration 20F: 3 clusters Score -4404612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4404627.000000 Penalty: 4988.475098
	Iteration 21Q: 3 clusters Score -4404627 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4404645.000000 Penalty: 4988.475098
	Iteration 22Q: 3 clusters Score -4404645 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4404658.000000 Penalty: 4988.475098
	Iteration 23Q: 3 clusters Score -4404658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4404667.500000 Penalty: 4988.475098
	Iteration 24Q: 3 clusters Score -4404668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4404676.000000 Penalty: 4988.475098
	Iteration 25Q: 3 clusters Score -4404676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4404688.000000 Penalty: 4988.475098
	Iteration 26Q: 3 clusters Score -4404688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4404694.500000 Penalty: 4988.475098
	Iteration 27Q: 3 clusters Score -4404694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4404705.500000 Penalty: 4988.475098
	Iteration 28Q: 3 clusters Score -4404706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4404715.000000 Penalty: 4988.475098
	Iteration 29Q: 3 clusters Score -4404715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4404716.000000 Penalty: 4988.475098
	Iteration 30Q: 3 clusters Score -4404716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4404728.500000 Penalty: 4988.475098
	Iteration 31Q: 3 clusters Score -4404728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4404728.500000 Penalty: 4988.475098
	Iteration 32Q: 3 clusters Score -4404728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4404735.500000 Penalty: 4988.475098
	Iteration 33Q: 3 clusters Score -4404736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4404736.000000 Penalty: 4988.475098
	Iteration 34Q: 3 clusters Score -4404736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4404744.500000 Penalty: 4988.475098
	Iteration 35Q: 3 clusters Score -4404744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4404745.500000 Penalty: 4988.475098
	Iteration 36Q: 3 clusters Score -4404746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4404742.500000 Penalty: 4988.475098
	Iteration 37Q: 3 clusters Score -4404742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4404750.000000 Penalty: 4988.475098
	Iteration 38Q: 3 clusters Score -4404750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4404753.000000 Penalty: 4988.475098
	Iteration 39Q: 3 clusters Score -4404753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4404745.000000 Penalty: 4988.475098
	Iteration 40F: 3 clusters Score -4404745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4404746.000000 Penalty: 4988.475098
	Iteration 41Q: 3 clusters Score -4404746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4404731.000000 Penalty: 4988.475098
	Iteration 42Q: 3 clusters Score -4404731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4404722.500000 Penalty: 4988.475098
	Iteration 43Q: 3 clusters Score -4404722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4404727.000000 Penalty: 4988.475098
	Iteration 44Q: 3 clusters Score -4404727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4404724.500000 Penalty: 4988.475098
	Iteration 45Q: 3 clusters Score -4404724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4404729.000000 Penalty: 4988.475098
	Iteration 46Q: 3 clusters Score -4404729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4404731.000000 Penalty: 4988.475098
	Iteration 47Q: 3 clusters Score -4404731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4404733.500000 Penalty: 4988.475098
	Iteration 48Q: 3 clusters Score -4404734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4404721.000000 Penalty: 4988.475098
	Iteration 49Q: 3 clusters Score -4404721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4404728.500000 Penalty: 4988.475098
	Iteration 50Q: 3 clusters Score -4404728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4404727.500000 Penalty: 4988.475098
	Iteration 51Q: 3 clusters Score -4404728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4404725.000000 Penalty: 4988.475098
	Iteration 52Q: 3 clusters Score -4404725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4404724.000000 Penalty: 4988.475098
	Iteration 53Q: 3 clusters Score -4404724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4404719.500000 Penalty: 4988.475098
	Iteration 54Q: 3 clusters Score -4404720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4404726.500000 Penalty: 4988.475098
	Iteration 55Q: 3 clusters Score -4404726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4404725.000000 Penalty: 4988.475098
	Iteration 56Q: 3 clusters Score -4404725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4404719.500000 Penalty: 4988.475098
	Iteration 57Q: 3 clusters Score -4404720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4404722.500000 Penalty: 4988.475098
	Iteration 58Q: 3 clusters Score -4404722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4404722.500000 Penalty: 4988.475098
	Iteration 59F: 3 clusters Score -4404722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Entering Unmasked Estep 
Score: -3659499.250000 Penalty: 2449.633301
	Iteration 0F: 2 clusters Score -3659499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3646033.250000 Penalty: 4899.266602
	Iteration 0F: 3 clusters Score -3646033 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3650415.750000 Penalty: 4899.266602
	Iteration 1F: 3 clusters Score -3650416 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3650758.000000 Penalty: 4899.266602
	Iteration 2F: 3 clusters Score -3650758 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3651037.750000 Penalty: 4899.266602
	Iteration 3Q: 3 clusters Score -3651038 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3651254.750000 Penalty: 4899.266602
	Iteration 4Q: 3 clusters Score -3651255 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3651473.500000 Penalty: 4899.266602
	Iteration 5Q: 3 clusters Score -3651474 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3651628.750000 Penalty: 4899.266602
	Iteration 6Q: 3 clusters Score -3651629 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3651781.250000 Penalty: 4899.266602
	Iteration 7Q: 3 clusters Score -3651781 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3651938.750000 Penalty: 4899.266602
	Iteration 8Q: 3 clusters Score -3651939 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3652068.000000 Penalty: 4899.266602
	Iteration 9Q: 3 clusters Score -3652068 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3652238.750000 Penalty: 4899.266602
	Iteration 10Q: 3 clusters Score -3652239 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3652460.000000 Penalty: 4899.266602
	Iteration 11Q: 3 clusters Score -3652460 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3652818.250000 Penalty: 4899.266602
	Iteration 12Q: 3 clusters Score -3652818 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3653274.500000 Penalty: 4899.266602
	Iteration 13Q: 3 clusters Score -3653274 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3653893.250000 Penalty: 4899.266602
	Iteration 14F: 3 clusters Score -3653893 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3654691.000000 Penalty: 4899.266602
	Iteration 15F: 3 clusters Score -3654691 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3655558.000000 Penalty: 4899.266602
	Iteration 16F: 3 clusters Score -3655558 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3656310.500000 Penalty: 4899.266602
	Iteration 17Q: 3 clusters Score -3656310 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3656732.750000 Penalty: 4899.266602
	Iteration 18Q: 3 clusters Score -3656733 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3657026.250000 Penalty: 4899.266602
	Iteration 19Q: 3 clusters Score -3657026 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3657183.750000 Penalty: 4899.266602
	Iteration 20F: 3 clusters Score -3657184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3657272.500000 Penalty: 4899.266602
	Iteration 21Q: 3 clusters Score -3657272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3657339.000000 Penalty: 4899.266602
	Iteration 22Q: 3 clusters Score -3657339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3657382.500000 Penalty: 4899.266602
	Iteration 23Q: 3 clusters Score -3657382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3657418.250000 Penalty: 4899.266602
	Iteration 24Q: 3 clusters Score -3657418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3657453.250000 Penalty: 4899.266602
	Iteration 25Q: 3 clusters Score -3657453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3657461.500000 Penalty: 4899.266602
	Iteration 26Q: 3 clusters Score -3657462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3657468.750000 Penalty: 4899.266602
	Iteration 27Q: 3 clusters Score -3657469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3657476.750000 Penalty: 4899.266602
	Iteration 28Q: 3 clusters Score -3657477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3657480.250000 Penalty: 4899.266602
	Iteration 29Q: 3 clusters Score -3657480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3657483.750000 Penalty: 4899.266602
	Iteration 30Q: 3 clusters Score -3657484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3657485.500000 Penalty: 4899.266602
	Iteration 31Q: 3 clusters Score -3657486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3657487.000000 Penalty: 4899.266602
	Iteration 32Q: 3 clusters Score -3657487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3657487.750000 Penalty: 4899.266602
	Iteration 33Q: 3 clusters Score -3657488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3657491.500000 Penalty: 4899.266602
	Iteration 34Q: 3 clusters Score -3657492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3657493.000000 Penalty: 4899.266602
	Iteration 35Q: 3 clusters Score -3657493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3657493.000000 Penalty: 4899.266602
	Iteration 36F: 3 clusters Score -3657493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Entering Unmasked Estep 
Score: -4443154.500000 Penalty: 2482.960693
	Iteration 0F: 2 clusters Score -4443154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4433288.000000 Penalty: 4965.921387
	Iteration 0F: 3 clusters Score -4433288 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4438669.500000 Penalty: 4965.921387
	Iteration 1F: 3 clusters Score -4438670 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4438975.500000 Penalty: 4965.921387
	Iteration 2Q: 3 clusters Score -4438976 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4439252.500000 Penalty: 4965.921387
	Iteration 3Q: 3 clusters Score -4439252 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4439454.500000 Penalty: 4965.921387
	Iteration 4Q: 3 clusters Score -4439454 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4439728.500000 Penalty: 4965.921387
	Iteration 5Q: 3 clusters Score -4439728 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4440026.500000 Penalty: 4965.921387
	Iteration 6Q: 3 clusters Score -4440026 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4440457.500000 Penalty: 4965.921387
	Iteration 7Q: 3 clusters Score -4440458 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4441042.500000 Penalty: 4965.921387
	Iteration 8F: 3 clusters Score -4441042 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4441801.500000 Penalty: 4965.921387
	Iteration 9F: 3 clusters Score -4441802 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4442386.500000 Penalty: 4965.921387
	Iteration 10F: 3 clusters Score -4442386 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4442668.000000 Penalty: 4965.921387
	Iteration 11Q: 3 clusters Score -4442668 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4442802.000000 Penalty: 4965.921387
	Iteration 12Q: 3 clusters Score -4442802 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4442817.500000 Penalty: 4965.921387
	Iteration 13Q: 3 clusters Score -4442818 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4442836.000000 Penalty: 4965.921387
	Iteration 14Q: 3 clusters Score -4442836 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4442822.000000 Penalty: 4965.921387
	Iteration 15Q: 3 clusters Score -4442822 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4442801.000000 Penalty: 4965.921387
	Iteration 16Q: 3 clusters Score -4442801 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4442795.000000 Penalty: 4965.921387
	Iteration 17Q: 3 clusters Score -4442795 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4442779.000000 Penalty: 4965.921387
	Iteration 18Q: 3 clusters Score -4442779 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4442791.500000 Penalty: 4965.921387
	Iteration 19Q: 3 clusters Score -4442792 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4442815.000000 Penalty: 4965.921387
	Iteration 20F: 3 clusters Score -4442815 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4442773.000000 Penalty: 4965.921387
	Iteration 21Q: 3 clusters Score -4442773 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4442762.000000 Penalty: 4965.921387
	Iteration 22Q: 3 clusters Score -4442762 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4442803.000000 Penalty: 4965.921387
	Iteration 23Q: 3 clusters Score -4442803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4442792.000000 Penalty: 4965.921387
	Iteration 24Q: 3 clusters Score -4442792 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4442800.000000 Penalty: 4965.921387
	Iteration 25Q: 3 clusters Score -4442800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4442854.000000 Penalty: 4965.921387
	Iteration 26Q: 3 clusters Score -4442854 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4442922.000000 Penalty: 4965.921387
	Iteration 27Q: 3 clusters Score -4442922 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4443004.000000 Penalty: 4965.921387
	Iteration 28Q: 3 clusters Score -4443004 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4443124.000000 Penalty: 4965.921387
	Iteration 29Q: 3 clusters Score -4443124 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4443214.000000 Penalty: 4965.921387
	Iteration 30Q: 3 clusters Score -4443214 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4443313.000000 Penalty: 4965.921387
	Iteration 31Q: 3 clusters Score -4443313 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4443360.000000 Penalty: 4965.921387
	Iteration 32Q: 3 clusters Score -4443360 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -4443388.000000 Penalty: 4965.921387
	Iteration 33Q: 3 clusters Score -4443388 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4443432.500000 Penalty: 4965.921387
	Iteration 34Q: 3 clusters Score -4443432 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4443482.000000 Penalty: 4965.921387
	Iteration 35Q: 3 clusters Score -4443482 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4443444.000000 Penalty: 4965.921387
	Iteration 36Q: 3 clusters Score -4443444 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4443405.000000 Penalty: 4965.921387
	Iteration 37Q: 3 clusters Score -4443405 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4443387.000000 Penalty: 4965.921387
	Iteration 38Q: 3 clusters Score -4443387 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4443362.500000 Penalty: 4965.921387
	Iteration 39Q: 3 clusters Score -4443362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4443351.000000 Penalty: 4965.921387
	Iteration 40F: 3 clusters Score -4443351 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4443292.500000 Penalty: 4965.921387
	Iteration 41Q: 3 clusters Score -4443292 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4443292.000000 Penalty: 4965.921387
	Iteration 42Q: 3 clusters Score -4443292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4443271.000000 Penalty: 4965.921387
	Iteration 43Q: 3 clusters Score -4443271 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4443262.500000 Penalty: 4965.921387
	Iteration 44Q: 3 clusters Score -4443262 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4443265.000000 Penalty: 4965.921387
	Iteration 45Q: 3 clusters Score -4443265 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4443276.000000 Penalty: 4965.921387
	Iteration 46Q: 3 clusters Score -4443276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4443278.000000 Penalty: 4965.921387
	Iteration 47Q: 3 clusters Score -4443278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4443275.500000 Penalty: 4965.921387
	Iteration 48Q: 3 clusters Score -4443276 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4443271.000000 Penalty: 4965.921387
	Iteration 49Q: 3 clusters Score -4443271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4443289.500000 Penalty: 4965.921387
	Iteration 50Q: 3 clusters Score -4443290 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4443294.000000 Penalty: 4965.921387
	Iteration 51Q: 3 clusters Score -4443294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4443294.000000 Penalty: 4965.921387
	Iteration 52Q: 3 clusters Score -4443294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4443302.500000 Penalty: 4965.921387
	Iteration 53Q: 3 clusters Score -4443302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4443298.500000 Penalty: 4965.921387
	Iteration 54Q: 3 clusters Score -4443298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4443318.500000 Penalty: 4965.921387
	Iteration 55Q: 3 clusters Score -4443318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -4443319.000000 Penalty: 4965.921387
	Iteration 56Q: 3 clusters Score -4443319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4443363.000000 Penalty: 4965.921387
	Iteration 57Q: 3 clusters Score -4443363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4443400.000000 Penalty: 4965.921387
	Iteration 58Q: 3 clusters Score -4443400 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -4443419.500000 Penalty: 4965.921387
	Iteration 59Q: 3 clusters Score -4443420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4443443.000000 Penalty: 4965.921387
	Iteration 60F: 3 clusters Score -4443443 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4443475.000000 Penalty: 4965.921387
	Iteration 61Q: 3 clusters Score -4443475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4443499.500000 Penalty: 4965.921387
	Iteration 62Q: 3 clusters Score -4443500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4443493.000000 Penalty: 4965.921387
	Iteration 63Q: 3 clusters Score -4443493 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4443501.000000 Penalty: 4965.921387
	Iteration 64Q: 3 clusters Score -4443501 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4443509.000000 Penalty: 4965.921387
	Iteration 65Q: 3 clusters Score -4443509 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4443527.000000 Penalty: 4965.921387
	Iteration 66Q: 3 clusters Score -4443527 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4443527.000000 Penalty: 4965.921387
	Iteration 67Q: 3 clusters Score -4443527 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4443556.000000 Penalty: 4965.921387
	Iteration 68Q: 3 clusters Score -4443556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4443609.500000 Penalty: 4965.921387
	Iteration 69Q: 3 clusters Score -4443610 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4443644.500000 Penalty: 4965.921387
	Iteration 70Q: 3 clusters Score -4443644 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4443683.000000 Penalty: 4965.921387
	Iteration 71Q: 3 clusters Score -4443683 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4443695.500000 Penalty: 4965.921387
	Iteration 72Q: 3 clusters Score -4443696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4443721.500000 Penalty: 4965.921387
	Iteration 73Q: 3 clusters Score -4443722 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4443770.500000 Penalty: 4965.921387
	Iteration 74Q: 3 clusters Score -4443770 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4443790.000000 Penalty: 4965.921387
	Iteration 75Q: 3 clusters Score -4443790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -4443810.500000 Penalty: 4965.921387
	Iteration 76Q: 3 clusters Score -4443810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4443844.000000 Penalty: 4965.921387
	Iteration 77Q: 3 clusters Score -4443844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4443856.500000 Penalty: 4965.921387
	Iteration 78Q: 3 clusters Score -4443856 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4443901.000000 Penalty: 4965.921387
	Iteration 79Q: 3 clusters Score -4443901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4443928.500000 Penalty: 4965.921387
	Iteration 80F: 3 clusters Score -4443928 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4443942.000000 Penalty: 4965.921387
	Iteration 81Q: 3 clusters Score -4443942 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4443964.000000 Penalty: 4965.921387
	Iteration 82Q: 3 clusters Score -4443964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4443976.000000 Penalty: 4965.921387
	Iteration 83Q: 3 clusters Score -4443976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4443991.500000 Penalty: 4965.921387
	Iteration 84Q: 3 clusters Score -4443992 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4444012.000000 Penalty: 4965.921387
	Iteration 85Q: 3 clusters Score -4444012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4444044.000000 Penalty: 4965.921387
	Iteration 86Q: 3 clusters Score -4444044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4444095.500000 Penalty: 4965.921387
	Iteration 87Q: 3 clusters Score -4444096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4444109.500000 Penalty: 4965.921387
	Iteration 88Q: 3 clusters Score -4444110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4444121.000000 Penalty: 4965.921387
	Iteration 89Q: 3 clusters Score -4444121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4444140.500000 Penalty: 4965.921387
	Iteration 90Q: 3 clusters Score -4444140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4444178.000000 Penalty: 4965.921387
	Iteration 91Q: 3 clusters Score -4444178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4444196.500000 Penalty: 4965.921387
	Iteration 92Q: 3 clusters Score -4444196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4444199.000000 Penalty: 4965.921387
	Iteration 93Q: 3 clusters Score -4444199 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4444209.500000 Penalty: 4965.921387
	Iteration 94Q: 3 clusters Score -4444210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4444233.500000 Penalty: 4965.921387
	Iteration 95Q: 3 clusters Score -4444234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4444246.500000 Penalty: 4965.921387
	Iteration 96Q: 3 clusters Score -4444246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4444238.000000 Penalty: 4965.921387
	Iteration 97Q: 3 clusters Score -4444238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4444254.000000 Penalty: 4965.921387
	Iteration 98Q: 3 clusters Score -4444254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4444270.500000 Penalty: 4965.921387
	Iteration 99Q: 3 clusters Score -4444270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4444283.000000 Penalty: 4965.921387
	Iteration 100F: 3 clusters Score -4444283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4444299.000000 Penalty: 4965.921387
	Iteration 101Q: 3 clusters Score -4444299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4444300.000000 Penalty: 4965.921387
	Iteration 102Q: 3 clusters Score -4444300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4444308.500000 Penalty: 4965.921387
	Iteration 103Q: 3 clusters Score -4444308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4444318.000000 Penalty: 4965.921387
	Iteration 104Q: 3 clusters Score -4444318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -4444310.500000 Penalty: 4965.921387
	Iteration 105Q: 3 clusters Score -4444310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4444308.500000 Penalty: 4965.921387
	Iteration 106Q: 3 clusters Score -4444308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4444302.500000 Penalty: 4965.921387
	Iteration 107Q: 3 clusters Score -4444302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4444302.500000 Penalty: 4965.921387
	Iteration 108Q: 3 clusters Score -4444302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4444313.500000 Penalty: 4965.921387
	Iteration 109Q: 3 clusters Score -4444314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4444324.500000 Penalty: 4965.921387
	Iteration 110Q: 3 clusters Score -4444324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4444316.000000 Penalty: 4965.921387
	Iteration 111Q: 3 clusters Score -4444316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4444333.500000 Penalty: 4965.921387
	Iteration 112Q: 3 clusters Score -4444334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4444337.500000 Penalty: 4965.921387
	Iteration 113Q: 3 clusters Score -4444338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4444333.500000 Penalty: 4965.921387
	Iteration 114Q: 3 clusters Score -4444334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4444330.000000 Penalty: 4965.921387
	Iteration 115Q: 3 clusters Score -4444330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4444340.000000 Penalty: 4965.921387
	Iteration 116Q: 3 clusters Score -4444340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4444335.500000 Penalty: 4965.921387
	Iteration 117Q: 3 clusters Score -4444336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4444337.000000 Penalty: 4965.921387
	Iteration 118Q: 3 clusters Score -4444337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4444343.000000 Penalty: 4965.921387
	Iteration 119Q: 3 clusters Score -4444343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4444347.500000 Penalty: 4965.921387
	Iteration 120F: 3 clusters Score -4444348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4444350.000000 Penalty: 4965.921387
	Iteration 121Q: 3 clusters Score -4444350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4444340.000000 Penalty: 4965.921387
	Iteration 122Q: 3 clusters Score -4444340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4444342.500000 Penalty: 4965.921387
	Iteration 123Q: 3 clusters Score -4444342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4444333.500000 Penalty: 4965.921387
	Iteration 124Q: 3 clusters Score -4444334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4444337.500000 Penalty: 4965.921387
	Iteration 125Q: 3 clusters Score -4444338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4444338.000000 Penalty: 4965.921387
	Iteration 126Q: 3 clusters Score -4444338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4444339.500000 Penalty: 4965.921387
	Iteration 127Q: 3 clusters Score -4444340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4444347.500000 Penalty: 4965.921387
	Iteration 128Q: 3 clusters Score -4444348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4444344.000000 Penalty: 4965.921387
	Iteration 129Q: 3 clusters Score -4444344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4444347.500000 Penalty: 4965.921387
	Iteration 130Q: 3 clusters Score -4444348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4444349.000000 Penalty: 4965.921387
	Iteration 131Q: 3 clusters Score -4444349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -4444349.000000 Penalty: 4965.921387
	Iteration 132Q: 3 clusters Score -4444349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4444352.500000 Penalty: 4965.921387
	Iteration 133Q: 3 clusters Score -4444352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4444348.000000 Penalty: 4965.921387
	Iteration 134Q: 3 clusters Score -4444348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4444349.500000 Penalty: 4965.921387
	Iteration 135Q: 3 clusters Score -4444350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4444341.500000 Penalty: 4965.921387
	Iteration 136Q: 3 clusters Score -4444342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4444343.500000 Penalty: 4965.921387
	Iteration 137Q: 3 clusters Score -4444344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4444344.000000 Penalty: 4965.921387
	Iteration 138Q: 3 clusters Score -4444344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4444348.000000 Penalty: 4965.921387
	Iteration 139Q: 3 clusters Score -4444348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4444355.500000 Penalty: 4965.921387
	Iteration 140F: 3 clusters Score -4444356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -4444340.000000 Penalty: 4965.921387
	Iteration 141Q: 3 clusters Score -4444340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4444335.500000 Penalty: 4965.921387
	Iteration 142Q: 3 clusters Score -4444336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4444339.000000 Penalty: 4965.921387
	Iteration 143Q: 3 clusters Score -4444339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4444340.500000 Penalty: 4965.921387
	Iteration 144Q: 3 clusters Score -4444340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4444343.000000 Penalty: 4965.921387
	Iteration 145Q: 3 clusters Score -4444343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4444345.500000 Penalty: 4965.921387
	Iteration 146Q: 3 clusters Score -4444346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4444347.500000 Penalty: 4965.921387
	Iteration 147Q: 3 clusters Score -4444348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4444350.000000 Penalty: 4965.921387
	Iteration 148Q: 3 clusters Score -4444350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4444347.000000 Penalty: 4965.921387
	Iteration 149Q: 3 clusters Score -4444347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -4444347.500000 Penalty: 4965.921387
	Iteration 150Q: 3 clusters Score -4444348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4444347.000000 Penalty: 4965.921387
	Iteration 151Q: 3 clusters Score -4444347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4444347.000000 Penalty: 4965.921387
	Iteration 152F: 3 clusters Score -4444347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 21069 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 27932 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 18785 members 
Mstep: Class 17 contains 10703 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19380 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12062 members 
Mstep: Class 25 contains 18514 members 
Mstep: Class 26 contains 23476 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20871 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19599 members 
Mstep: Class 34 contains 12938 members 
Mstep: Class 35 contains 23328 members 
Mstep: Class 36 contains 19488 members 
Mstep: Class 38 contains 11588 members 
Mstep: Class 39 contains 20410 members 
Entering Unmasked Estep 
Score: -87213952.000000 Penalty: 119853.843750
Splitting cluster 38 changes total score from -87213872.000000 to -87213952.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 39 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -4076532.500000 Penalty: 2461.097656
	Iteration 0F: 2 clusters Score -4076532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4065940.250000 Penalty: 4922.195312
	Iteration 0F: 3 clusters Score -4065940 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -4070644.500000 Penalty: 4922.195312
	Iteration 1F: 3 clusters Score -4070644 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4071075.250000 Penalty: 4922.195312
	Iteration 2F: 3 clusters Score -4071075 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4071449.000000 Penalty: 4922.195312
	Iteration 3F: 3 clusters Score -4071449 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4071746.750000 Penalty: 4922.195312
	Iteration 4F: 3 clusters Score -4071747 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4071957.500000 Penalty: 4922.195312
	Iteration 5Q: 3 clusters Score -4071958 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4072193.250000 Penalty: 4922.195312
	Iteration 6Q: 3 clusters Score -4072193 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4072463.500000 Penalty: 4922.195312
	Iteration 7Q: 3 clusters Score -4072464 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -4072856.500000 Penalty: 4922.195312
	Iteration 8Q: 3 clusters Score -4072856 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4073392.750000 Penalty: 4922.195312
	Iteration 9Q: 3 clusters Score -4073393 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4073903.750000 Penalty: 4922.195312
	Iteration 10Q: 3 clusters Score -4073904 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4074249.500000 Penalty: 4922.195312
	Iteration 11Q: 3 clusters Score -4074250 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4074406.500000 Penalty: 4922.195312
	Iteration 12Q: 3 clusters Score -4074406 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4074471.250000 Penalty: 4922.195312
	Iteration 13Q: 3 clusters Score -4074471 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4074480.000000 Penalty: 4922.195312
	Iteration 14Q: 3 clusters Score -4074480 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4074473.000000 Penalty: 4922.195312
	Iteration 15Q: 3 clusters Score -4074473 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4074463.750000 Penalty: 4922.195312
	Iteration 16Q: 3 clusters Score -4074464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4074465.750000 Penalty: 4922.195312
	Iteration 17Q: 3 clusters Score -4074466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4074438.750000 Penalty: 4922.195312
	Iteration 18Q: 3 clusters Score -4074439 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4074418.750000 Penalty: 4922.195312
	Iteration 19Q: 3 clusters Score -4074419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4074398.500000 Penalty: 4922.195312
	Iteration 20F: 3 clusters Score -4074398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4074431.500000 Penalty: 4922.195312
	Iteration 21Q: 3 clusters Score -4074432 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4074440.250000 Penalty: 4922.195312
	Iteration 22Q: 3 clusters Score -4074440 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4074427.250000 Penalty: 4922.195312
	Iteration 23Q: 3 clusters Score -4074427 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4074448.750000 Penalty: 4922.195312
	Iteration 24Q: 3 clusters Score -4074449 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4074455.750000 Penalty: 4922.195312
	Iteration 25Q: 3 clusters Score -4074456 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4074454.250000 Penalty: 4922.195312
	Iteration 26Q: 3 clusters Score -4074454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -4074474.500000 Penalty: 4922.195312
	Iteration 27Q: 3 clusters Score -4074474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4074495.750000 Penalty: 4922.195312
	Iteration 28Q: 3 clusters Score -4074496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4074573.750000 Penalty: 4922.195312
	Iteration 29Q: 3 clusters Score -4074574 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4074594.250000 Penalty: 4922.195312
	Iteration 30Q: 3 clusters Score -4074594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4074595.500000 Penalty: 4922.195312
	Iteration 31Q: 3 clusters Score -4074596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -4074625.750000 Penalty: 4922.195312
	Iteration 32Q: 3 clusters Score -4074626 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4074646.250000 Penalty: 4922.195312
	Iteration 33Q: 3 clusters Score -4074646 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4074682.500000 Penalty: 4922.195312
	Iteration 34Q: 3 clusters Score -4074682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4074717.250000 Penalty: 4922.195312
	Iteration 35Q: 3 clusters Score -4074717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4074773.250000 Penalty: 4922.195312
	Iteration 36Q: 3 clusters Score -4074773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4074811.750000 Penalty: 4922.195312
	Iteration 37Q: 3 clusters Score -4074812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4074829.000000 Penalty: 4922.195312
	Iteration 38Q: 3 clusters Score -4074829 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4074834.000000 Penalty: 4922.195312
	Iteration 39Q: 3 clusters Score -4074834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4074855.000000 Penalty: 4922.195312
	Iteration 40F: 3 clusters Score -4074855 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4074892.750000 Penalty: 4922.195312
	Iteration 41Q: 3 clusters Score -4074893 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4074913.000000 Penalty: 4922.195312
	Iteration 42Q: 3 clusters Score -4074913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4074942.250000 Penalty: 4922.195312
	Iteration 43Q: 3 clusters Score -4074942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4074967.000000 Penalty: 4922.195312
	Iteration 44Q: 3 clusters Score -4074967 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4074996.250000 Penalty: 4922.195312
	Iteration 45Q: 3 clusters Score -4074996 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4075030.250000 Penalty: 4922.195312
	Iteration 46Q: 3 clusters Score -4075030 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4075064.750000 Penalty: 4922.195312
	Iteration 47Q: 3 clusters Score -4075065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4075105.000000 Penalty: 4922.195312
	Iteration 48Q: 3 clusters Score -4075105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -4075136.750000 Penalty: 4922.195312
	Iteration 49Q: 3 clusters Score -4075137 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4075158.500000 Penalty: 4922.195312
	Iteration 50Q: 3 clusters Score -4075158 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4075190.250000 Penalty: 4922.195312
	Iteration 51Q: 3 clusters Score -4075190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4075216.000000 Penalty: 4922.195312
	Iteration 52Q: 3 clusters Score -4075216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4075251.750000 Penalty: 4922.195312
	Iteration 53Q: 3 clusters Score -4075252 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4075285.750000 Penalty: 4922.195312
	Iteration 54Q: 3 clusters Score -4075286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4075312.500000 Penalty: 4922.195312
	Iteration 55Q: 3 clusters Score -4075312 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -4075351.750000 Penalty: 4922.195312
	Iteration 56Q: 3 clusters Score -4075352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -4075392.250000 Penalty: 4922.195312
	Iteration 57Q: 3 clusters Score -4075392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -4075445.750000 Penalty: 4922.195312
	Iteration 58Q: 3 clusters Score -4075446 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -4075489.250000 Penalty: 4922.195312
	Iteration 59Q: 3 clusters Score -4075489 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4075545.000000 Penalty: 4922.195312
	Iteration 60F: 3 clusters Score -4075545 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4075589.250000 Penalty: 4922.195312
	Iteration 61Q: 3 clusters Score -4075589 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -4075627.000000 Penalty: 4922.195312
	Iteration 62Q: 3 clusters Score -4075627 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4075660.000000 Penalty: 4922.195312
	Iteration 63Q: 3 clusters Score -4075660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4075697.750000 Penalty: 4922.195312
	Iteration 64Q: 3 clusters Score -4075698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -4075718.250000 Penalty: 4922.195312
	Iteration 65Q: 3 clusters Score -4075718 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -4075727.250000 Penalty: 4922.195312
	Iteration 66Q: 3 clusters Score -4075727 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -4075760.750000 Penalty: 4922.195312
	Iteration 67Q: 3 clusters Score -4075761 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4075799.750000 Penalty: 4922.195312
	Iteration 68Q: 3 clusters Score -4075800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4075808.500000 Penalty: 4922.195312
	Iteration 69Q: 3 clusters Score -4075808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4075843.000000 Penalty: 4922.195312
	Iteration 70Q: 3 clusters Score -4075843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -4075880.000000 Penalty: 4922.195312
	Iteration 71Q: 3 clusters Score -4075880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4075905.000000 Penalty: 4922.195312
	Iteration 72Q: 3 clusters Score -4075905 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4075907.000000 Penalty: 4922.195312
	Iteration 73Q: 3 clusters Score -4075907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4075915.500000 Penalty: 4922.195312
	Iteration 74Q: 3 clusters Score -4075916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -4075939.250000 Penalty: 4922.195312
	Iteration 75Q: 3 clusters Score -4075939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -4075938.500000 Penalty: 4922.195312
	Iteration 76Q: 3 clusters Score -4075938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4075942.250000 Penalty: 4922.195312
	Iteration 77Q: 3 clusters Score -4075942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4075946.500000 Penalty: 4922.195312
	Iteration 78Q: 3 clusters Score -4075946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4075942.750000 Penalty: 4922.195312
	Iteration 79Q: 3 clusters Score -4075943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4075942.000000 Penalty: 4922.195312
	Iteration 80F: 3 clusters Score -4075942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4075948.500000 Penalty: 4922.195312
	Iteration 81Q: 3 clusters Score -4075948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -4075938.000000 Penalty: 4922.195312
	Iteration 82Q: 3 clusters Score -4075938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4075949.750000 Penalty: 4922.195312
	Iteration 83Q: 3 clusters Score -4075950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4075949.000000 Penalty: 4922.195312
	Iteration 84Q: 3 clusters Score -4075949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4075949.250000 Penalty: 4922.195312
	Iteration 85Q: 3 clusters Score -4075949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4075941.500000 Penalty: 4922.195312
	Iteration 86Q: 3 clusters Score -4075942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4075945.500000 Penalty: 4922.195312
	Iteration 87Q: 3 clusters Score -4075946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4075950.000000 Penalty: 4922.195312
	Iteration 88Q: 3 clusters Score -4075950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -4075946.250000 Penalty: 4922.195312
	Iteration 89Q: 3 clusters Score -4075946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4075947.750000 Penalty: 4922.195312
	Iteration 90Q: 3 clusters Score -4075948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4075955.000000 Penalty: 4922.195312
	Iteration 91Q: 3 clusters Score -4075955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4075973.250000 Penalty: 4922.195312
	Iteration 92Q: 3 clusters Score -4075973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4075971.000000 Penalty: 4922.195312
	Iteration 93Q: 3 clusters Score -4075971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4075959.500000 Penalty: 4922.195312
	Iteration 94Q: 3 clusters Score -4075960 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4075949.750000 Penalty: 4922.195312
	Iteration 95Q: 3 clusters Score -4075950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4075955.500000 Penalty: 4922.195312
	Iteration 96Q: 3 clusters Score -4075956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4075977.000000 Penalty: 4922.195312
	Iteration 97Q: 3 clusters Score -4075977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4075969.000000 Penalty: 4922.195312
	Iteration 98Q: 3 clusters Score -4075969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4075959.500000 Penalty: 4922.195312
	Iteration 99Q: 3 clusters Score -4075960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4075956.250000 Penalty: 4922.195312
	Iteration 100F: 3 clusters Score -4075956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4075963.000000 Penalty: 4922.195312
	Iteration 101Q: 3 clusters Score -4075963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4075951.500000 Penalty: 4922.195312
	Iteration 102Q: 3 clusters Score -4075952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4075949.750000 Penalty: 4922.195312
	Iteration 103Q: 3 clusters Score -4075950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4075950.000000 Penalty: 4922.195312
	Iteration 104Q: 3 clusters Score -4075950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4075962.750000 Penalty: 4922.195312
	Iteration 105Q: 3 clusters Score -4075963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4075956.750000 Penalty: 4922.195312
	Iteration 106Q: 3 clusters Score -4075957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4075959.250000 Penalty: 4922.195312
	Iteration 107Q: 3 clusters Score -4075959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4075963.500000 Penalty: 4922.195312
	Iteration 108Q: 3 clusters Score -4075964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4075972.750000 Penalty: 4922.195312
	Iteration 109Q: 3 clusters Score -4075973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4075989.500000 Penalty: 4922.195312
	Iteration 110Q: 3 clusters Score -4075990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4075982.000000 Penalty: 4922.195312
	Iteration 111Q: 3 clusters Score -4075982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4075987.250000 Penalty: 4922.195312
	Iteration 112Q: 3 clusters Score -4075987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4075987.750000 Penalty: 4922.195312
	Iteration 113Q: 3 clusters Score -4075988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4075986.500000 Penalty: 4922.195312
	Iteration 114Q: 3 clusters Score -4075986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4075993.250000 Penalty: 4922.195312
	Iteration 115Q: 3 clusters Score -4075993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4076002.500000 Penalty: 4922.195312
	Iteration 116Q: 3 clusters Score -4076002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4076017.750000 Penalty: 4922.195312
	Iteration 117Q: 3 clusters Score -4076018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4076006.500000 Penalty: 4922.195312
	Iteration 118Q: 3 clusters Score -4076006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4076022.500000 Penalty: 4922.195312
	Iteration 119Q: 3 clusters Score -4076022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4076024.250000 Penalty: 4922.195312
	Iteration 120F: 3 clusters Score -4076024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4076024.500000 Penalty: 4922.195312
	Iteration 121Q: 3 clusters Score -4076024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4076033.250000 Penalty: 4922.195312
	Iteration 122Q: 3 clusters Score -4076033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4076030.000000 Penalty: 4922.195312
	Iteration 123Q: 3 clusters Score -4076030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4076042.250000 Penalty: 4922.195312
	Iteration 124Q: 3 clusters Score -4076042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4076059.500000 Penalty: 4922.195312
	Iteration 125Q: 3 clusters Score -4076060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4076062.250000 Penalty: 4922.195312
	Iteration 126Q: 3 clusters Score -4076062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4076089.500000 Penalty: 4922.195312
	Iteration 127Q: 3 clusters Score -4076090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4076091.250000 Penalty: 4922.195312
	Iteration 128Q: 3 clusters Score -4076091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4076092.000000 Penalty: 4922.195312
	Iteration 129Q: 3 clusters Score -4076092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4076084.750000 Penalty: 4922.195312
	Iteration 130Q: 3 clusters Score -4076085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4076096.500000 Penalty: 4922.195312
	Iteration 131Q: 3 clusters Score -4076096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4076099.250000 Penalty: 4922.195312
	Iteration 132Q: 3 clusters Score -4076099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4076119.000000 Penalty: 4922.195312
	Iteration 133Q: 3 clusters Score -4076119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4076127.500000 Penalty: 4922.195312
	Iteration 134Q: 3 clusters Score -4076128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4076142.750000 Penalty: 4922.195312
	Iteration 135Q: 3 clusters Score -4076143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4076156.750000 Penalty: 4922.195312
	Iteration 136Q: 3 clusters Score -4076157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4076157.750000 Penalty: 4922.195312
	Iteration 137Q: 3 clusters Score -4076158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4076169.250000 Penalty: 4922.195312
	Iteration 138Q: 3 clusters Score -4076169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4076192.000000 Penalty: 4922.195312
	Iteration 139Q: 3 clusters Score -4076192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4076205.250000 Penalty: 4922.195312
	Iteration 140F: 3 clusters Score -4076205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4076217.500000 Penalty: 4922.195312
	Iteration 141Q: 3 clusters Score -4076218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4076234.750000 Penalty: 4922.195312
	Iteration 142Q: 3 clusters Score -4076235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4076253.250000 Penalty: 4922.195312
	Iteration 143Q: 3 clusters Score -4076253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4076277.000000 Penalty: 4922.195312
	Iteration 144Q: 3 clusters Score -4076277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4076286.000000 Penalty: 4922.195312
	Iteration 145Q: 3 clusters Score -4076286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4076298.500000 Penalty: 4922.195312
	Iteration 146Q: 3 clusters Score -4076298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4076318.250000 Penalty: 4922.195312
	Iteration 147Q: 3 clusters Score -4076318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4076350.250000 Penalty: 4922.195312
	Iteration 148Q: 3 clusters Score -4076350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4076361.500000 Penalty: 4922.195312
	Iteration 149Q: 3 clusters Score -4076362 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4076347.750000 Penalty: 4922.195312
	Iteration 150Q: 3 clusters Score -4076348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4076325.750000 Penalty: 4922.195312
	Iteration 151Q: 3 clusters Score -4076326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4076309.000000 Penalty: 4922.195312
	Iteration 152Q: 3 clusters Score -4076309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4076293.250000 Penalty: 4922.195312
	Iteration 153Q: 3 clusters Score -4076293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4076298.000000 Penalty: 4922.195312
	Iteration 154Q: 3 clusters Score -4076298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4076295.500000 Penalty: 4922.195312
	Iteration 155Q: 3 clusters Score -4076296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4076267.500000 Penalty: 4922.195312
	Iteration 156Q: 3 clusters Score -4076268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4076239.000000 Penalty: 4922.195312
	Iteration 157Q: 3 clusters Score -4076239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4076218.000000 Penalty: 4922.195312
	Iteration 158Q: 3 clusters Score -4076218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4076188.750000 Penalty: 4922.195312
	Iteration 159Q: 3 clusters Score -4076189 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4076148.500000 Penalty: 4922.195312
	Iteration 160F: 3 clusters Score -4076148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4076122.750000 Penalty: 4922.195312
	Iteration 161Q: 3 clusters Score -4076123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4076074.750000 Penalty: 4922.195312
	Iteration 162Q: 3 clusters Score -4076075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4076058.000000 Penalty: 4922.195312
	Iteration 163Q: 3 clusters Score -4076058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4076034.750000 Penalty: 4922.195312
	Iteration 164Q: 3 clusters Score -4076035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4076027.000000 Penalty: 4922.195312
	Iteration 165Q: 3 clusters Score -4076027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4076006.750000 Penalty: 4922.195312
	Iteration 166Q: 3 clusters Score -4076007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4075991.250000 Penalty: 4922.195312
	Iteration 167Q: 3 clusters Score -4075991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4075991.750000 Penalty: 4922.195312
	Iteration 168Q: 3 clusters Score -4075992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4075985.750000 Penalty: 4922.195312
	Iteration 169Q: 3 clusters Score -4075986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4075985.000000 Penalty: 4922.195312
	Iteration 170Q: 3 clusters Score -4075985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4075978.500000 Penalty: 4922.195312
	Iteration 171Q: 3 clusters Score -4075978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4075963.750000 Penalty: 4922.195312
	Iteration 172Q: 3 clusters Score -4075964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4075963.250000 Penalty: 4922.195312
	Iteration 173Q: 3 clusters Score -4075963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4075943.750000 Penalty: 4922.195312
	Iteration 174Q: 3 clusters Score -4075944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4075941.000000 Penalty: 4922.195312
	Iteration 175Q: 3 clusters Score -4075941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4075912.750000 Penalty: 4922.195312
	Iteration 176Q: 3 clusters Score -4075913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4075923.750000 Penalty: 4922.195312
	Iteration 177Q: 3 clusters Score -4075924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4075921.500000 Penalty: 4922.195312
	Iteration 178Q: 3 clusters Score -4075922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4075914.250000 Penalty: 4922.195312
	Iteration 179Q: 3 clusters Score -4075914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4075899.250000 Penalty: 4922.195312
	Iteration 180F: 3 clusters Score -4075899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4075887.750000 Penalty: 4922.195312
	Iteration 181Q: 3 clusters Score -4075888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4075877.250000 Penalty: 4922.195312
	Iteration 182Q: 3 clusters Score -4075877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4075874.500000 Penalty: 4922.195312
	Iteration 183Q: 3 clusters Score -4075874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4075872.250000 Penalty: 4922.195312
	Iteration 184Q: 3 clusters Score -4075872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4075856.000000 Penalty: 4922.195312
	Iteration 185Q: 3 clusters Score -4075856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4075855.500000 Penalty: 4922.195312
	Iteration 186Q: 3 clusters Score -4075856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4075842.250000 Penalty: 4922.195312
	Iteration 187Q: 3 clusters Score -4075842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4075825.750000 Penalty: 4922.195312
	Iteration 188Q: 3 clusters Score -4075826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4075829.000000 Penalty: 4922.195312
	Iteration 189Q: 3 clusters Score -4075829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4075816.500000 Penalty: 4922.195312
	Iteration 190Q: 3 clusters Score -4075816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4075824.750000 Penalty: 4922.195312
	Iteration 191Q: 3 clusters Score -4075825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4075812.000000 Penalty: 4922.195312
	Iteration 192Q: 3 clusters Score -4075812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4075805.250000 Penalty: 4922.195312
	Iteration 193Q: 3 clusters Score -4075805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4075802.250000 Penalty: 4922.195312
	Iteration 194Q: 3 clusters Score -4075802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4075804.000000 Penalty: 4922.195312
	Iteration 195Q: 3 clusters Score -4075804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4075790.000000 Penalty: 4922.195312
	Iteration 196Q: 3 clusters Score -4075790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4075788.250000 Penalty: 4922.195312
	Iteration 197Q: 3 clusters Score -4075788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4075785.000000 Penalty: 4922.195312
	Iteration 198Q: 3 clusters Score -4075785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4075776.000000 Penalty: 4922.195312
	Iteration 199Q: 3 clusters Score -4075776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4075772.250000 Penalty: 4922.195312
	Iteration 200F: 3 clusters Score -4075772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4075765.500000 Penalty: 4922.195312
	Iteration 201Q: 3 clusters Score -4075766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4075763.750000 Penalty: 4922.195312
	Iteration 202Q: 3 clusters Score -4075764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4075749.750000 Penalty: 4922.195312
	Iteration 203Q: 3 clusters Score -4075750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4075747.000000 Penalty: 4922.195312
	Iteration 204Q: 3 clusters Score -4075747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4075745.250000 Penalty: 4922.195312
	Iteration 205Q: 3 clusters Score -4075745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4075743.500000 Penalty: 4922.195312
	Iteration 206Q: 3 clusters Score -4075744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4075737.250000 Penalty: 4922.195312
	Iteration 207Q: 3 clusters Score -4075737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4075735.000000 Penalty: 4922.195312
	Iteration 208Q: 3 clusters Score -4075735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4075725.000000 Penalty: 4922.195312
	Iteration 209Q: 3 clusters Score -4075725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4075724.750000 Penalty: 4922.195312
	Iteration 210Q: 3 clusters Score -4075725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4075725.000000 Penalty: 4922.195312
	Iteration 211Q: 3 clusters Score -4075725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4075725.000000 Penalty: 4922.195312
	Iteration 212F: 3 clusters Score -4075725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 21069 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 27932 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 18785 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19380 members 
Mstep: Class 20 contains 1179 members 
Mstep: Class 21 contains 12466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12062 members 
Mstep: Class 25 contains 18514 members 
Mstep: Class 26 contains 23476 members 
Mstep: Class 27 contains 20525 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20871 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19599 members 
Mstep: Class 34 contains 12938 members 
Mstep: Class 35 contains 23328 members 
Mstep: Class 36 contains 19488 members 
Mstep: Class 38 contains 11588 members 
Mstep: Class 39 contains 20410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215480.000000 Penalty: 119853.843750
Iteration 279Q: 38 clusters Score -8.721548e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 21282 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15189 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 18783 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19397 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 12168 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 18510 members 
Mstep: Class 26 contains 23434 members 
Mstep: Class 27 contains 20558 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20932 members 
Mstep: Class 31 contains 20348 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19617 members 
Mstep: Class 34 contains 12520 members 
Mstep: Class 35 contains 23233 members 
Mstep: Class 36 contains 19508 members 
Mstep: Class 38 contains 12633 members 
Mstep: Class 39 contains 20501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215368.000000 Penalty: 119853.843750
Iteration 280F: 38 clusters Score -8.721537e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7947 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44479 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 21270 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15067 members 
Mstep: Class 13 contains 28225 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 18765 members 
Mstep: Class 17 contains 10893 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19345 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 11454 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 12100 members 
Mstep: Class 25 contains 18488 members 
Mstep: Class 26 contains 23422 members 
Mstep: Class 27 contains 20498 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20906 members 
Mstep: Class 31 contains 20315 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19621 members 
Mstep: Class 34 contains 12141 members 
Mstep: Class 35 contains 23157 members 
Mstep: Class 36 contains 19500 members 
Mstep: Class 38 contains 13506 members 
Mstep: Class 39 contains 20416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215584.000000 Penalty: 119853.843750
Iteration 281Q: 38 clusters Score -8.721558e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 21107 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 44481 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 28368 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19801 members 
Mstep: Class 16 contains 18776 members 
Mstep: Class 17 contains 11513 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 10728 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12129 members 
Mstep: Class 25 contains 18508 members 
Mstep: Class 26 contains 23399 members 
Mstep: Class 27 contains 20455 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20887 members 
Mstep: Class 31 contains 20258 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19625 members 
Mstep: Class 34 contains 11707 members 
Mstep: Class 35 contains 23046 members 
Mstep: Class 36 contains 19476 members 
Mstep: Class 38 contains 14422 members 
Mstep: Class 39 contains 20432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215992.000000 Penalty: 119853.843750
Iteration 282Q: 38 clusters Score -8.721599e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 21064 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 44511 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 21263 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 18783 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19303 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 10072 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 12147 members 
Mstep: Class 25 contains 18531 members 
Mstep: Class 26 contains 23366 members 
Mstep: Class 27 contains 20445 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20869 members 
Mstep: Class 31 contains 20184 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19624 members 
Mstep: Class 34 contains 11320 members 
Mstep: Class 35 contains 22936 members 
Mstep: Class 36 contains 19478 members 
Mstep: Class 38 contains 15246 members 
Mstep: Class 39 contains 20479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215528.000000 Penalty: 119853.843750
Iteration 283Q: 38 clusters Score -8.721553e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7919 members 
Mstep: Class 5 contains 21018 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 44540 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14871 members 
Mstep: Class 13 contains 28673 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 18805 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 9521 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 12157 members 
Mstep: Class 25 contains 18564 members 
Mstep: Class 26 contains 23323 members 
Mstep: Class 27 contains 20414 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20855 members 
Mstep: Class 31 contains 20131 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19627 members 
Mstep: Class 34 contains 10970 members 
Mstep: Class 35 contains 22814 members 
Mstep: Class 36 contains 19484 members 
Mstep: Class 38 contains 15967 members 
Mstep: Class 39 contains 20518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215600.000000 Penalty: 119853.843750
Iteration 284Q: 38 clusters Score -8.72156e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7910 members 
Mstep: Class 5 contains 20992 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14823 members 
Mstep: Class 13 contains 28838 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 12670 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 9060 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 18612 members 
Mstep: Class 26 contains 23274 members 
Mstep: Class 27 contains 20375 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20844 members 
Mstep: Class 31 contains 20065 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19629 members 
Mstep: Class 34 contains 10648 members 
Mstep: Class 35 contains 22706 members 
Mstep: Class 36 contains 19502 members 
Mstep: Class 38 contains 16573 members 
Mstep: Class 39 contains 20609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215432.000000 Penalty: 119853.843750
Iteration 285Q: 38 clusters Score -8.721543e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 20974 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 44572 members 
Mstep: Class 8 contains 9712 members 
Mstep: Class 9 contains 21296 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 29017 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 17 contains 12913 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19251 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 12146 members 
Mstep: Class 25 contains 18672 members 
Mstep: Class 26 contains 23240 members 
Mstep: Class 27 contains 20367 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20847 members 
Mstep: Class 31 contains 20003 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19641 members 
Mstep: Class 34 contains 10379 members 
Mstep: Class 35 contains 22575 members 
Mstep: Class 36 contains 19479 members 
Mstep: Class 38 contains 17119 members 
Mstep: Class 39 contains 20648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215328.000000 Penalty: 119853.843750
Iteration 286Q: 38 clusters Score -8.721533e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7887 members 
Mstep: Class 5 contains 20973 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 44598 members 
Mstep: Class 8 contains 9720 members 
Mstep: Class 9 contains 21301 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 13 contains 29163 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19602 members 
Mstep: Class 16 contains 18871 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19232 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 8248 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 12154 members 
Mstep: Class 25 contains 18727 members 
Mstep: Class 26 contains 23227 members 
Mstep: Class 27 contains 20347 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20839 members 
Mstep: Class 31 contains 19935 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19651 members 
Mstep: Class 34 contains 10176 members 
Mstep: Class 35 contains 22458 members 
Mstep: Class 36 contains 19460 members 
Mstep: Class 38 contains 17606 members 
Mstep: Class 39 contains 20685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215424.000000 Penalty: 119853.843750
Iteration 287Q: 38 clusters Score -8.721542e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 20973 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 21317 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 29311 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 18886 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19212 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 7883 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 18764 members 
Mstep: Class 26 contains 23205 members 
Mstep: Class 27 contains 20324 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20841 members 
Mstep: Class 31 contains 19901 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19668 members 
Mstep: Class 34 contains 9987 members 
Mstep: Class 35 contains 22363 members 
Mstep: Class 36 contains 19436 members 
Mstep: Class 38 contains 18066 members 
Mstep: Class 39 contains 20707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215216.000000 Penalty: 119853.843750
Iteration 288Q: 38 clusters Score -8.721522e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7859 members 
Mstep: Class 5 contains 20950 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 21336 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19486 members 
Mstep: Class 16 contains 18892 members 
Mstep: Class 17 contains 13353 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19185 members 
Mstep: Class 20 contains 1178 members 
Mstep: Class 21 contains 7605 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 12147 members 
Mstep: Class 25 contains 18806 members 
Mstep: Class 26 contains 23197 members 
Mstep: Class 27 contains 20269 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20827 members 
Mstep: Class 31 contains 19864 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19680 members 
Mstep: Class 34 contains 9793 members 
Mstep: Class 35 contains 22289 members 
Mstep: Class 36 contains 19416 members 
Mstep: Class 38 contains 18465 members 
Mstep: Class 39 contains 20709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215536.000000 Penalty: 119853.843750
Iteration 289Q: 38 clusters Score -8.721554e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 20928 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 9768 members 
Mstep: Class 9 contains 21325 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 29629 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19460 members 
Mstep: Class 16 contains 18905 members 
Mstep: Class 17 contains 13417 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19168 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 7388 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 18833 members 
Mstep: Class 26 contains 23161 members 
Mstep: Class 27 contains 20251 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20810 members 
Mstep: Class 31 contains 19836 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19684 members 
Mstep: Class 34 contains 9698 members 
Mstep: Class 35 contains 22229 members 
Mstep: Class 36 contains 19381 members 
Mstep: Class 38 contains 18868 members 
Mstep: Class 39 contains 20655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215192.000000 Penalty: 119853.843750
Iteration 290Q: 38 clusters Score -8.721519e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 20903 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44607 members 
Mstep: Class 8 contains 9790 members 
Mstep: Class 9 contains 21316 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 13 contains 29763 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19438 members 
Mstep: Class 16 contains 18906 members 
Mstep: Class 17 contains 13399 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19153 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 7309 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 18825 members 
Mstep: Class 26 contains 23107 members 
Mstep: Class 27 contains 20243 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20793 members 
Mstep: Class 31 contains 19782 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19709 members 
Mstep: Class 34 contains 9633 members 
Mstep: Class 35 contains 22185 members 
Mstep: Class 36 contains 19348 members 
Mstep: Class 38 contains 19281 members 
Mstep: Class 39 contains 20511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215328.000000 Penalty: 119853.843750
Iteration 291Q: 38 clusters Score -8.721533e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7835 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 44591 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 29883 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19428 members 
Mstep: Class 16 contains 18922 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19155 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 12158 members 
Mstep: Class 25 contains 18843 members 
Mstep: Class 26 contains 23052 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20790 members 
Mstep: Class 31 contains 19735 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19741 members 
Mstep: Class 34 contains 9630 members 
Mstep: Class 35 contains 22149 members 
Mstep: Class 36 contains 19318 members 
Mstep: Class 38 contains 19632 members 
Mstep: Class 39 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215096.000000 Penalty: 119853.843750
Iteration 292Q: 38 clusters Score -8.72151e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 9767 members 
Mstep: Class 9 contains 21303 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14617 members 
Mstep: Class 13 contains 29984 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19415 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 7284 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 12168 members 
Mstep: Class 25 contains 18859 members 
Mstep: Class 26 contains 22997 members 
Mstep: Class 27 contains 20233 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20792 members 
Mstep: Class 31 contains 19671 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19754 members 
Mstep: Class 34 contains 9665 members 
Mstep: Class 35 contains 22116 members 
Mstep: Class 36 contains 19312 members 
Mstep: Class 38 contains 19979 members 
Mstep: Class 39 contains 20220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215160.000000 Penalty: 119853.843750
Iteration 293Q: 38 clusters Score -8.721516e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7813 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 44548 members 
Mstep: Class 8 contains 9755 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14633 members 
Mstep: Class 13 contains 30090 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19415 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 13015 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19143 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 18874 members 
Mstep: Class 26 contains 22961 members 
Mstep: Class 27 contains 20240 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20790 members 
Mstep: Class 31 contains 19636 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19774 members 
Mstep: Class 34 contains 9680 members 
Mstep: Class 35 contains 22060 members 
Mstep: Class 36 contains 19316 members 
Mstep: Class 38 contains 20216 members 
Mstep: Class 39 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215144.000000 Penalty: 119853.843750
Iteration 294Q: 38 clusters Score -8.721514e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 20834 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 44549 members 
Mstep: Class 8 contains 9750 members 
Mstep: Class 9 contains 21288 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 30219 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19413 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19144 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7379 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 12155 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 22919 members 
Mstep: Class 27 contains 20241 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20784 members 
Mstep: Class 31 contains 19607 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19790 members 
Mstep: Class 34 contains 9682 members 
Mstep: Class 35 contains 22001 members 
Mstep: Class 36 contains 19306 members 
Mstep: Class 38 contains 20382 members 
Mstep: Class 39 contains 20096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87214968.000000 Penalty: 119853.843750
Iteration 295Q: 38 clusters Score -8.721497e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 20822 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 44553 members 
Mstep: Class 8 contains 9757 members 
Mstep: Class 9 contains 21283 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14622 members 
Mstep: Class 13 contains 30328 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19398 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 12719 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19137 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 7467 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 18898 members 
Mstep: Class 26 contains 22872 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20786 members 
Mstep: Class 31 contains 19615 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19798 members 
Mstep: Class 34 contains 9706 members 
Mstep: Class 35 contains 21955 members 
Mstep: Class 36 contains 19304 members 
Mstep: Class 38 contains 20455 members 
Mstep: Class 39 contains 20062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215008.000000 Penalty: 119853.843750
Iteration 296Q: 38 clusters Score -8.721501e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7781 members 
Mstep: Class 5 contains 20827 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 44547 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 21296 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14614 members 
Mstep: Class 13 contains 30435 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19395 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 12639 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19139 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7563 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 12140 members 
Mstep: Class 25 contains 18906 members 
Mstep: Class 26 contains 22820 members 
Mstep: Class 27 contains 20226 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20788 members 
Mstep: Class 31 contains 19607 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19807 members 
Mstep: Class 34 contains 9703 members 
Mstep: Class 35 contains 21891 members 
Mstep: Class 36 contains 19323 members 
Mstep: Class 38 contains 20452 members 
Mstep: Class 39 contains 20037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215264.000000 Penalty: 119853.843750
Iteration 297Q: 38 clusters Score -8.721526e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7771 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 44550 members 
Mstep: Class 8 contains 9782 members 
Mstep: Class 9 contains 21300 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14619 members 
Mstep: Class 13 contains 30511 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 18936 members 
Mstep: Class 17 contains 12584 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19143 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 12127 members 
Mstep: Class 25 contains 18911 members 
Mstep: Class 26 contains 22769 members 
Mstep: Class 27 contains 20209 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20790 members 
Mstep: Class 31 contains 19603 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19818 members 
Mstep: Class 34 contains 9689 members 
Mstep: Class 35 contains 21880 members 
Mstep: Class 36 contains 19335 members 
Mstep: Class 38 contains 20459 members 
Mstep: Class 39 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215264.000000 Penalty: 119853.843750
Iteration 298Q: 38 clusters Score -8.721526e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7760 members 
Mstep: Class 5 contains 20829 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 44534 members 
Mstep: Class 8 contains 9786 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 30581 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19383 members 
Mstep: Class 16 contains 18946 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19147 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7745 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 18903 members 
Mstep: Class 26 contains 22735 members 
Mstep: Class 27 contains 20216 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20800 members 
Mstep: Class 31 contains 19582 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19838 members 
Mstep: Class 34 contains 9658 members 
Mstep: Class 35 contains 21851 members 
Mstep: Class 36 contains 19338 members 
Mstep: Class 38 contains 20457 members 
Mstep: Class 39 contains 19986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215544.000000 Penalty: 119853.843750
Iteration 299Q: 38 clusters Score -8.721554e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 9803 members 
Mstep: Class 9 contains 21298 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 30639 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19386 members 
Mstep: Class 16 contains 18964 members 
Mstep: Class 17 contains 12497 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19138 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7856 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 12096 members 
Mstep: Class 25 contains 18924 members 
Mstep: Class 26 contains 22699 members 
Mstep: Class 27 contains 20220 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20799 members 
Mstep: Class 31 contains 19576 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19857 members 
Mstep: Class 34 contains 9630 members 
Mstep: Class 35 contains 21812 members 
Mstep: Class 36 contains 19341 members 
Mstep: Class 38 contains 20413 members 
Mstep: Class 39 contains 19971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215472.000000 Penalty: 119853.843750
Iteration 300F: 38 clusters Score -8.721547e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 44508 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 21305 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14651 members 
Mstep: Class 13 contains 30704 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19372 members 
Mstep: Class 16 contains 18981 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19126 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12080 members 
Mstep: Class 25 contains 18929 members 
Mstep: Class 26 contains 22665 members 
Mstep: Class 27 contains 20225 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20792 members 
Mstep: Class 31 contains 19586 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19869 members 
Mstep: Class 34 contains 9616 members 
Mstep: Class 35 contains 21795 members 
Mstep: Class 36 contains 19346 members 
Mstep: Class 38 contains 20366 members 
Mstep: Class 39 contains 19935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215416.000000 Penalty: 119853.843750
Iteration 301Q: 38 clusters Score -8.721542e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44509 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 21312 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 30762 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19330 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 12614 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19125 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12070 members 
Mstep: Class 25 contains 18934 members 
Mstep: Class 26 contains 22649 members 
Mstep: Class 27 contains 20227 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20794 members 
Mstep: Class 31 contains 19605 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19878 members 
Mstep: Class 34 contains 9584 members 
Mstep: Class 35 contains 21788 members 
Mstep: Class 36 contains 19350 members 
Mstep: Class 38 contains 20351 members 
Mstep: Class 39 contains 19898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215440.000000 Penalty: 119853.843750
Iteration 302Q: 38 clusters Score -8.721544e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7718 members 
Mstep: Class 5 contains 20793 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44509 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 21327 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 30854 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19310 members 
Mstep: Class 16 contains 18986 members 
Mstep: Class 17 contains 12665 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19124 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 12052 members 
Mstep: Class 25 contains 18933 members 
Mstep: Class 26 contains 22635 members 
Mstep: Class 27 contains 20213 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19612 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19883 members 
Mstep: Class 34 contains 9561 members 
Mstep: Class 35 contains 21737 members 
Mstep: Class 36 contains 19348 members 
Mstep: Class 38 contains 20367 members 
Mstep: Class 39 contains 19879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215480.000000 Penalty: 119853.843750
Iteration 303Q: 38 clusters Score -8.721548e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7701 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 9820 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14640 members 
Mstep: Class 13 contains 30922 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 18998 members 
Mstep: Class 17 contains 12710 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19128 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12046 members 
Mstep: Class 25 contains 18938 members 
Mstep: Class 26 contains 22622 members 
Mstep: Class 27 contains 20208 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 19613 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19887 members 
Mstep: Class 34 contains 9545 members 
Mstep: Class 35 contains 21727 members 
Mstep: Class 36 contains 19332 members 
Mstep: Class 38 contains 20356 members 
Mstep: Class 39 contains 19861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215408.000000 Penalty: 119853.843750
Iteration 304Q: 38 clusters Score -8.721541e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 20770 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44497 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 21348 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 30969 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19265 members 
Mstep: Class 16 contains 19000 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19123 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7907 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 12041 members 
Mstep: Class 25 contains 18953 members 
Mstep: Class 26 contains 22596 members 
Mstep: Class 27 contains 20205 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20811 members 
Mstep: Class 31 contains 19622 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19896 members 
Mstep: Class 34 contains 9505 members 
Mstep: Class 35 contains 21723 members 
Mstep: Class 36 contains 19332 members 
Mstep: Class 38 contains 20334 members 
Mstep: Class 39 contains 19850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215536.000000 Penalty: 119853.843750
Iteration 305Q: 38 clusters Score -8.721554e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 20778 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44493 members 
Mstep: Class 8 contains 9845 members 
Mstep: Class 9 contains 21366 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 31020 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19257 members 
Mstep: Class 16 contains 18997 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19119 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 12041 members 
Mstep: Class 25 contains 18956 members 
Mstep: Class 26 contains 22551 members 
Mstep: Class 27 contains 20197 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20802 members 
Mstep: Class 31 contains 19623 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19907 members 
Mstep: Class 34 contains 9485 members 
Mstep: Class 35 contains 21719 members 
Mstep: Class 36 contains 19344 members 
Mstep: Class 38 contains 20309 members 
Mstep: Class 39 contains 19833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215736.000000 Penalty: 119853.843750
Iteration 306Q: 38 clusters Score -8.721574e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7664 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44494 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 21387 members 
Mstep: Class 10 contains 507 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 31075 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19217 members 
Mstep: Class 16 contains 18992 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19109 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 12043 members 
Mstep: Class 25 contains 18952 members 
Mstep: Class 26 contains 22527 members 
Mstep: Class 27 contains 20184 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19605 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19940 members 
Mstep: Class 34 contains 9468 members 
Mstep: Class 35 contains 21706 members 
Mstep: Class 36 contains 19333 members 
Mstep: Class 38 contains 20281 members 
Mstep: Class 39 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215856.000000 Penalty: 119853.843750
Iteration 307Q: 38 clusters Score -8.721586e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44489 members 
Mstep: Class 8 contains 9868 members 
Mstep: Class 9 contains 21397 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 31145 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 18996 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19104 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 8016 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 12043 members 
Mstep: Class 25 contains 18927 members 
Mstep: Class 26 contains 22517 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19593 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19960 members 
Mstep: Class 34 contains 9447 members 
Mstep: Class 35 contains 21704 members 
Mstep: Class 36 contains 19342 members 
Mstep: Class 38 contains 20267 members 
Mstep: Class 39 contains 19815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215992.000000 Penalty: 119853.843750
Iteration 308Q: 38 clusters Score -8.721599e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 44478 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 21410 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 31217 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19134 members 
Mstep: Class 16 contains 18994 members 
Mstep: Class 17 contains 12815 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19103 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12028 members 
Mstep: Class 25 contains 18908 members 
Mstep: Class 26 contains 22485 members 
Mstep: Class 27 contains 20165 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 19591 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19967 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 21699 members 
Mstep: Class 36 contains 19337 members 
Mstep: Class 38 contains 20242 members 
Mstep: Class 39 contains 19823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215800.000000 Penalty: 119853.843750
Iteration 309Q: 38 clusters Score -8.72158e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44467 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 21423 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14658 members 
Mstep: Class 13 contains 31288 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19117 members 
Mstep: Class 16 contains 18986 members 
Mstep: Class 17 contains 12834 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19107 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 8109 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 12023 members 
Mstep: Class 25 contains 18907 members 
Mstep: Class 26 contains 22460 members 
Mstep: Class 27 contains 20168 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20811 members 
Mstep: Class 31 contains 19597 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 19986 members 
Mstep: Class 34 contains 9403 members 
Mstep: Class 35 contains 21672 members 
Mstep: Class 36 contains 19319 members 
Mstep: Class 38 contains 20215 members 
Mstep: Class 39 contains 19814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215784.000000 Penalty: 119853.843750
Iteration 310Q: 38 clusters Score -8.721578e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 9856 members 
Mstep: Class 9 contains 21437 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14660 members 
Mstep: Class 13 contains 31368 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19090 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 12838 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19092 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8171 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12022 members 
Mstep: Class 25 contains 18900 members 
Mstep: Class 26 contains 22446 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20800 members 
Mstep: Class 31 contains 19595 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20014 members 
Mstep: Class 34 contains 9391 members 
Mstep: Class 35 contains 21630 members 
Mstep: Class 36 contains 19305 members 
Mstep: Class 38 contains 20171 members 
Mstep: Class 39 contains 19809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215984.000000 Penalty: 119853.843750
Iteration 311Q: 38 clusters Score -8.721598e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 20796 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 21443 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19091 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8246 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 18896 members 
Mstep: Class 26 contains 22421 members 
Mstep: Class 27 contains 20196 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20786 members 
Mstep: Class 31 contains 19609 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20041 members 
Mstep: Class 34 contains 9383 members 
Mstep: Class 35 contains 21581 members 
Mstep: Class 36 contains 19298 members 
Mstep: Class 38 contains 20139 members 
Mstep: Class 39 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216416.000000 Penalty: 119853.843750
Iteration 312Q: 38 clusters Score -8.721642e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 21464 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 31489 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 18916 members 
Mstep: Class 17 contains 12818 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19082 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 8306 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12026 members 
Mstep: Class 25 contains 18901 members 
Mstep: Class 26 contains 22397 members 
Mstep: Class 27 contains 20196 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20785 members 
Mstep: Class 31 contains 19607 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20062 members 
Mstep: Class 34 contains 9380 members 
Mstep: Class 35 contains 21560 members 
Mstep: Class 36 contains 19284 members 
Mstep: Class 38 contains 20113 members 
Mstep: Class 39 contains 19776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216376.000000 Penalty: 119853.843750
Iteration 313Q: 38 clusters Score -8.721638e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 44469 members 
Mstep: Class 8 contains 9862 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 31521 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 18913 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19073 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12027 members 
Mstep: Class 25 contains 18887 members 
Mstep: Class 26 contains 22377 members 
Mstep: Class 27 contains 20198 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20789 members 
Mstep: Class 31 contains 19602 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20078 members 
Mstep: Class 34 contains 9365 members 
Mstep: Class 35 contains 21529 members 
Mstep: Class 36 contains 19286 members 
Mstep: Class 38 contains 20072 members 
Mstep: Class 39 contains 19780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216600.000000 Penalty: 119853.843750
Iteration 314Q: 38 clusters Score -8.72166e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7608 members 
Mstep: Class 5 contains 20765 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 9876 members 
Mstep: Class 9 contains 21480 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14644 members 
Mstep: Class 13 contains 31545 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19079 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 12026 members 
Mstep: Class 25 contains 18878 members 
Mstep: Class 26 contains 22370 members 
Mstep: Class 27 contains 20203 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20792 members 
Mstep: Class 31 contains 19587 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20103 members 
Mstep: Class 34 contains 9353 members 
Mstep: Class 35 contains 21500 members 
Mstep: Class 36 contains 19272 members 
Mstep: Class 38 contains 20050 members 
Mstep: Class 39 contains 19813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216568.000000 Penalty: 119853.843750
Iteration 315Q: 38 clusters Score -8.721657e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7602 members 
Mstep: Class 5 contains 20754 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44495 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 21489 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14627 members 
Mstep: Class 13 contains 31580 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19064 members 
Mstep: Class 16 contains 18882 members 
Mstep: Class 17 contains 12786 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19088 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8491 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 12022 members 
Mstep: Class 25 contains 18872 members 
Mstep: Class 26 contains 22368 members 
Mstep: Class 27 contains 20203 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20785 members 
Mstep: Class 31 contains 19589 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20127 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 21473 members 
Mstep: Class 36 contains 19263 members 
Mstep: Class 38 contains 20048 members 
Mstep: Class 39 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216520.000000 Penalty: 119853.843750
Iteration 316Q: 38 clusters Score -8.721652e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 44496 members 
Mstep: Class 8 contains 9942 members 
Mstep: Class 9 contains 21497 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14621 members 
Mstep: Class 13 contains 31613 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19061 members 
Mstep: Class 16 contains 18857 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19083 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 8533 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12024 members 
Mstep: Class 25 contains 18866 members 
Mstep: Class 26 contains 22369 members 
Mstep: Class 27 contains 20221 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20783 members 
Mstep: Class 31 contains 19586 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20145 members 
Mstep: Class 34 contains 9313 members 
Mstep: Class 35 contains 21448 members 
Mstep: Class 36 contains 19251 members 
Mstep: Class 38 contains 20028 members 
Mstep: Class 39 contains 19813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216400.000000 Penalty: 119853.843750
Iteration 317Q: 38 clusters Score -8.72164e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 20748 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 44499 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 21492 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14626 members 
Mstep: Class 13 contains 31637 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19052 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 12751 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19063 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 8577 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 18857 members 
Mstep: Class 26 contains 22364 members 
Mstep: Class 27 contains 20238 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20776 members 
Mstep: Class 31 contains 19588 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20156 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 21441 members 
Mstep: Class 36 contains 19239 members 
Mstep: Class 38 contains 19997 members 
Mstep: Class 39 contains 19805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216552.000000 Penalty: 119853.843750
Iteration 318Q: 38 clusters Score -8.721655e+07 nChanged 821
Entering ConstructFrom: 
Score: -87216552.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201886.812500 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201886.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -202256.125000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202256.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -202384.843750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202384.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202463.578125 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -202532.781250 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202532.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -202601.109375 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202601.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -202643.359375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202643.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -202696.500000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202696.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202746.640625 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202746.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202807.906250 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202947.546875 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202947.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -203156.984375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -203157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -203373.031250 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -203373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -203563.906250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -203563.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203624.593750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203624.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203643.703125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203654.093750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203656.125000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203659.265625 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203661.656250 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203663.250000 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -27862.853516 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27862.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27917.683594 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27917.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -27940.853516 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27940.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27943.896484 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -27943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27943.896484 Penalty: 2578.454346
	Iteration 4F: 3 clusters Score -27943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 207 members 
Entering Unmasked Estep 
Score: -57384.421875 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57384.42 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57856.578125 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57856.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -58363.582031 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -58363.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58599.699219 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -58599.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -58732.250000 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58732.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58814.546875 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58814.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58839.269531 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58839.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -58852.585938 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58852.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -58855.117188 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58855.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58857.949219 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -58857.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -58857.949219 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -58857.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 283 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14618 members 
Mstep: Class 13 contains 31657 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19060 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8630 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 18846 members 
Mstep: Class 26 contains 22359 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 138 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20763 members 
Mstep: Class 31 contains 19592 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20166 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 21440 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 19971 members 
Mstep: Class 39 contains 19800 members 
Entering Unmasked Estep 
Score: -87215032.000000 Penalty: 123093.132812
Splitting cluster 3 changes total score from -87216552.000000 to -87215032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Entering Unmasked Estep 
Score: -1375654.125000 Penalty: 2215.744873
	Iteration 0F: 2 clusters Score -1375654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1369472.000000 Penalty: 4431.489746
	Iteration 0F: 3 clusters Score -1369472 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1371182.625000 Penalty: 4431.489746
	Iteration 1F: 3 clusters Score -1371183 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1371559.250000 Penalty: 4431.489746
	Iteration 2F: 3 clusters Score -1371559 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1371953.125000 Penalty: 4431.489746
	Iteration 3F: 3 clusters Score -1371953 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1372278.500000 Penalty: 4431.489746
	Iteration 4F: 3 clusters Score -1372278 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1372493.625000 Penalty: 4431.489746
	Iteration 5Q: 3 clusters Score -1372494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1372633.625000 Penalty: 4431.489746
	Iteration 6Q: 3 clusters Score -1372634 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1372735.500000 Penalty: 4431.489746
	Iteration 7Q: 3 clusters Score -1372736 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1372833.000000 Penalty: 4431.489746
	Iteration 8Q: 3 clusters Score -1372833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1372919.375000 Penalty: 4431.489746
	Iteration 9Q: 3 clusters Score -1372919 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1372973.375000 Penalty: 4431.489746
	Iteration 10Q: 3 clusters Score -1372973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1373024.875000 Penalty: 4431.489746
	Iteration 11Q: 3 clusters Score -1373025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1373081.125000 Penalty: 4431.489746
	Iteration 12Q: 3 clusters Score -1373081 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1373124.125000 Penalty: 4431.489746
	Iteration 13Q: 3 clusters Score -1373124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1373168.750000 Penalty: 4431.489746
	Iteration 14Q: 3 clusters Score -1373169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1373210.625000 Penalty: 4431.489746
	Iteration 15Q: 3 clusters Score -1373211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1373255.875000 Penalty: 4431.489746
	Iteration 16Q: 3 clusters Score -1373256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1373317.875000 Penalty: 4431.489746
	Iteration 17Q: 3 clusters Score -1373318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1373363.750000 Penalty: 4431.489746
	Iteration 18Q: 3 clusters Score -1373364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1373398.500000 Penalty: 4431.489746
	Iteration 19Q: 3 clusters Score -1373398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1373418.875000 Penalty: 4431.489746
	Iteration 20F: 3 clusters Score -1373419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1373446.125000 Penalty: 4431.489746
	Iteration 21Q: 3 clusters Score -1373446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1373468.625000 Penalty: 4431.489746
	Iteration 22Q: 3 clusters Score -1373469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1373488.875000 Penalty: 4431.489746
	Iteration 23Q: 3 clusters Score -1373489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1373504.250000 Penalty: 4431.489746
	Iteration 24Q: 3 clusters Score -1373504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1373511.000000 Penalty: 4431.489746
	Iteration 25Q: 3 clusters Score -1373511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1373529.500000 Penalty: 4431.489746
	Iteration 26Q: 3 clusters Score -1373530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1373542.125000 Penalty: 4431.489746
	Iteration 27Q: 3 clusters Score -1373542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1373552.625000 Penalty: 4431.489746
	Iteration 28Q: 3 clusters Score -1373553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1373573.375000 Penalty: 4431.489746
	Iteration 29Q: 3 clusters Score -1373573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1373591.625000 Penalty: 4431.489746
	Iteration 30Q: 3 clusters Score -1373592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1373606.250000 Penalty: 4431.489746
	Iteration 31Q: 3 clusters Score -1373606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1373615.500000 Penalty: 4431.489746
	Iteration 32Q: 3 clusters Score -1373616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1373629.375000 Penalty: 4431.489746
	Iteration 33Q: 3 clusters Score -1373629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1373631.875000 Penalty: 4431.489746
	Iteration 34Q: 3 clusters Score -1373632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1373637.500000 Penalty: 4431.489746
	Iteration 35Q: 3 clusters Score -1373638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1373648.000000 Penalty: 4431.489746
	Iteration 36Q: 3 clusters Score -1373648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1373659.500000 Penalty: 4431.489746
	Iteration 37Q: 3 clusters Score -1373660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1373672.125000 Penalty: 4431.489746
	Iteration 38Q: 3 clusters Score -1373672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1373682.375000 Penalty: 4431.489746
	Iteration 39Q: 3 clusters Score -1373682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1373696.000000 Penalty: 4431.489746
	Iteration 40F: 3 clusters Score -1373696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1373709.500000 Penalty: 4431.489746
	Iteration 41Q: 3 clusters Score -1373710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1373715.875000 Penalty: 4431.489746
	Iteration 42Q: 3 clusters Score -1373716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1373725.500000 Penalty: 4431.489746
	Iteration 43Q: 3 clusters Score -1373726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1373742.875000 Penalty: 4431.489746
	Iteration 44Q: 3 clusters Score -1373743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1373760.625000 Penalty: 4431.489746
	Iteration 45Q: 3 clusters Score -1373761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1373774.000000 Penalty: 4431.489746
	Iteration 46Q: 3 clusters Score -1373774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1373782.125000 Penalty: 4431.489746
	Iteration 47Q: 3 clusters Score -1373782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1373795.625000 Penalty: 4431.489746
	Iteration 48Q: 3 clusters Score -1373796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1373806.625000 Penalty: 4431.489746
	Iteration 49Q: 3 clusters Score -1373807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1373823.125000 Penalty: 4431.489746
	Iteration 50Q: 3 clusters Score -1373823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1373830.000000 Penalty: 4431.489746
	Iteration 51Q: 3 clusters Score -1373830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1373839.500000 Penalty: 4431.489746
	Iteration 52Q: 3 clusters Score -1373840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1373850.375000 Penalty: 4431.489746
	Iteration 53Q: 3 clusters Score -1373850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1373857.875000 Penalty: 4431.489746
	Iteration 54Q: 3 clusters Score -1373858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1373864.000000 Penalty: 4431.489746
	Iteration 55Q: 3 clusters Score -1373864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1373870.875000 Penalty: 4431.489746
	Iteration 56Q: 3 clusters Score -1373871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1373878.875000 Penalty: 4431.489746
	Iteration 57Q: 3 clusters Score -1373879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1373887.125000 Penalty: 4431.489746
	Iteration 58Q: 3 clusters Score -1373887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1373898.000000 Penalty: 4431.489746
	Iteration 59Q: 3 clusters Score -1373898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1373904.125000 Penalty: 4431.489746
	Iteration 60F: 3 clusters Score -1373904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1373911.750000 Penalty: 4431.489746
	Iteration 61Q: 3 clusters Score -1373912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1373917.750000 Penalty: 4431.489746
	Iteration 62Q: 3 clusters Score -1373918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1373928.750000 Penalty: 4431.489746
	Iteration 63Q: 3 clusters Score -1373929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1373941.125000 Penalty: 4431.489746
	Iteration 64Q: 3 clusters Score -1373941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1373948.500000 Penalty: 4431.489746
	Iteration 65Q: 3 clusters Score -1373948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1373961.250000 Penalty: 4431.489746
	Iteration 66Q: 3 clusters Score -1373961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1373974.250000 Penalty: 4431.489746
	Iteration 67Q: 3 clusters Score -1373974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1373980.625000 Penalty: 4431.489746
	Iteration 68Q: 3 clusters Score -1373981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1373993.000000 Penalty: 4431.489746
	Iteration 69Q: 3 clusters Score -1373993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1374006.500000 Penalty: 4431.489746
	Iteration 70Q: 3 clusters Score -1374006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1374026.125000 Penalty: 4431.489746
	Iteration 71Q: 3 clusters Score -1374026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1374063.750000 Penalty: 4431.489746
	Iteration 72Q: 3 clusters Score -1374064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1374113.750000 Penalty: 4431.489746
	Iteration 73Q: 3 clusters Score -1374114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1374168.625000 Penalty: 4431.489746
	Iteration 74Q: 3 clusters Score -1374169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1374232.875000 Penalty: 4431.489746
	Iteration 75Q: 3 clusters Score -1374233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1374297.375000 Penalty: 4431.489746
	Iteration 76Q: 3 clusters Score -1374297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1374362.750000 Penalty: 4431.489746
	Iteration 77Q: 3 clusters Score -1374363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1374424.625000 Penalty: 4431.489746
	Iteration 78Q: 3 clusters Score -1374425 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1374477.875000 Penalty: 4431.489746
	Iteration 79Q: 3 clusters Score -1374478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1374526.250000 Penalty: 4431.489746
	Iteration 80F: 3 clusters Score -1374526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1374572.875000 Penalty: 4431.489746
	Iteration 81Q: 3 clusters Score -1374573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1374603.625000 Penalty: 4431.489746
	Iteration 82Q: 3 clusters Score -1374604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1374621.500000 Penalty: 4431.489746
	Iteration 83Q: 3 clusters Score -1374622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1374632.250000 Penalty: 4431.489746
	Iteration 84Q: 3 clusters Score -1374632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1374646.750000 Penalty: 4431.489746
	Iteration 85Q: 3 clusters Score -1374647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1374650.750000 Penalty: 4431.489746
	Iteration 86Q: 3 clusters Score -1374651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1374655.875000 Penalty: 4431.489746
	Iteration 87Q: 3 clusters Score -1374656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1374663.000000 Penalty: 4431.489746
	Iteration 88Q: 3 clusters Score -1374663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1374662.000000 Penalty: 4431.489746
	Iteration 89Q: 3 clusters Score -1374662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1374667.625000 Penalty: 4431.489746
	Iteration 90Q: 3 clusters Score -1374668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1374672.000000 Penalty: 4431.489746
	Iteration 91Q: 3 clusters Score -1374672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1374679.250000 Penalty: 4431.489746
	Iteration 92Q: 3 clusters Score -1374679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1374686.500000 Penalty: 4431.489746
	Iteration 93Q: 3 clusters Score -1374686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1374690.375000 Penalty: 4431.489746
	Iteration 94Q: 3 clusters Score -1374690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1374698.375000 Penalty: 4431.489746
	Iteration 95Q: 3 clusters Score -1374698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1374699.375000 Penalty: 4431.489746
	Iteration 96Q: 3 clusters Score -1374699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1374705.625000 Penalty: 4431.489746
	Iteration 97Q: 3 clusters Score -1374706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1374707.250000 Penalty: 4431.489746
	Iteration 98Q: 3 clusters Score -1374707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1374712.875000 Penalty: 4431.489746
	Iteration 99Q: 3 clusters Score -1374713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1374714.125000 Penalty: 4431.489746
	Iteration 100F: 3 clusters Score -1374714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1374713.625000 Penalty: 4431.489746
	Iteration 101Q: 3 clusters Score -1374714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1374713.875000 Penalty: 4431.489746
	Iteration 102Q: 3 clusters Score -1374714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1374713.125000 Penalty: 4431.489746
	Iteration 103Q: 3 clusters Score -1374713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1374712.750000 Penalty: 4431.489746
	Iteration 104Q: 3 clusters Score -1374713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1374713.750000 Penalty: 4431.489746
	Iteration 105Q: 3 clusters Score -1374714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1374716.375000 Penalty: 4431.489746
	Iteration 106Q: 3 clusters Score -1374716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1374718.750000 Penalty: 4431.489746
	Iteration 107Q: 3 clusters Score -1374719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1374719.750000 Penalty: 4431.489746
	Iteration 108Q: 3 clusters Score -1374720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1374722.250000 Penalty: 4431.489746
	Iteration 109Q: 3 clusters Score -1374722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1374723.250000 Penalty: 4431.489746
	Iteration 110Q: 3 clusters Score -1374723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1374721.250000 Penalty: 4431.489746
	Iteration 111Q: 3 clusters Score -1374721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1374721.250000 Penalty: 4431.489746
	Iteration 112F: 3 clusters Score -1374721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Entering Unmasked Estep 
Score: -3884238.500000 Penalty: 2465.182861
	Iteration 0F: 2 clusters Score -3884238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3870319.000000 Penalty: 4930.365723
	Iteration 0F: 3 clusters Score -3870319 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3875262.750000 Penalty: 4930.365723
	Iteration 1F: 3 clusters Score -3875263 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3875663.500000 Penalty: 4930.365723
	Iteration 2F: 3 clusters Score -3875664 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3875986.500000 Penalty: 4930.365723
	Iteration 3Q: 3 clusters Score -3875986 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3876231.500000 Penalty: 4930.365723
	Iteration 4Q: 3 clusters Score -3876232 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3876457.500000 Penalty: 4930.365723
	Iteration 5Q: 3 clusters Score -3876458 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3876664.000000 Penalty: 4930.365723
	Iteration 6Q: 3 clusters Score -3876664 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3876854.250000 Penalty: 4930.365723
	Iteration 7Q: 3 clusters Score -3876854 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3877047.750000 Penalty: 4930.365723
	Iteration 8Q: 3 clusters Score -3877048 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -3877253.750000 Penalty: 4930.365723
	Iteration 9Q: 3 clusters Score -3877254 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3877543.250000 Penalty: 4930.365723
	Iteration 10Q: 3 clusters Score -3877543 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3877909.750000 Penalty: 4930.365723
	Iteration 11Q: 3 clusters Score -3877910 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3878419.250000 Penalty: 4930.365723
	Iteration 12Q: 3 clusters Score -3878419 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3878960.500000 Penalty: 4930.365723
	Iteration 13Q: 3 clusters Score -3878960 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3879598.750000 Penalty: 4930.365723
	Iteration 14Q: 3 clusters Score -3879599 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3880207.000000 Penalty: 4930.365723
	Iteration 15Q: 3 clusters Score -3880207 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3880676.500000 Penalty: 4930.365723
	Iteration 16Q: 3 clusters Score -3880676 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3881025.250000 Penalty: 4930.365723
	Iteration 17Q: 3 clusters Score -3881025 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3881301.000000 Penalty: 4930.365723
	Iteration 18Q: 3 clusters Score -3881301 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3881488.750000 Penalty: 4930.365723
	Iteration 19Q: 3 clusters Score -3881489 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3881650.000000 Penalty: 4930.365723
	Iteration 20F: 3 clusters Score -3881650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3881749.000000 Penalty: 4930.365723
	Iteration 21Q: 3 clusters Score -3881749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3881837.750000 Penalty: 4930.365723
	Iteration 22Q: 3 clusters Score -3881838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3881916.000000 Penalty: 4930.365723
	Iteration 23Q: 3 clusters Score -3881916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3881981.000000 Penalty: 4930.365723
	Iteration 24Q: 3 clusters Score -3881981 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3882017.500000 Penalty: 4930.365723
	Iteration 25Q: 3 clusters Score -3882018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3882049.250000 Penalty: 4930.365723
	Iteration 26Q: 3 clusters Score -3882049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3882061.250000 Penalty: 4930.365723
	Iteration 27Q: 3 clusters Score -3882061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3882088.250000 Penalty: 4930.365723
	Iteration 28Q: 3 clusters Score -3882088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3882091.000000 Penalty: 4930.365723
	Iteration 29Q: 3 clusters Score -3882091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3882103.000000 Penalty: 4930.365723
	Iteration 30Q: 3 clusters Score -3882103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3882118.500000 Penalty: 4930.365723
	Iteration 31Q: 3 clusters Score -3882118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3882120.500000 Penalty: 4930.365723
	Iteration 32Q: 3 clusters Score -3882120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3882134.750000 Penalty: 4930.365723
	Iteration 33Q: 3 clusters Score -3882135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3882144.000000 Penalty: 4930.365723
	Iteration 34Q: 3 clusters Score -3882144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3882151.250000 Penalty: 4930.365723
	Iteration 35Q: 3 clusters Score -3882151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3882164.000000 Penalty: 4930.365723
	Iteration 36Q: 3 clusters Score -3882164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3882164.500000 Penalty: 4930.365723
	Iteration 37Q: 3 clusters Score -3882164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3882161.500000 Penalty: 4930.365723
	Iteration 38Q: 3 clusters Score -3882162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3882160.000000 Penalty: 4930.365723
	Iteration 39Q: 3 clusters Score -3882160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3882168.000000 Penalty: 4930.365723
	Iteration 40F: 3 clusters Score -3882168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3882174.250000 Penalty: 4930.365723
	Iteration 41Q: 3 clusters Score -3882174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3882185.250000 Penalty: 4930.365723
	Iteration 42Q: 3 clusters Score -3882185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3882190.750000 Penalty: 4930.365723
	Iteration 43Q: 3 clusters Score -3882191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3882188.000000 Penalty: 4930.365723
	Iteration 44Q: 3 clusters Score -3882188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3882201.000000 Penalty: 4930.365723
	Iteration 45Q: 3 clusters Score -3882201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3882202.500000 Penalty: 4930.365723
	Iteration 46Q: 3 clusters Score -3882202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3882206.000000 Penalty: 4930.365723
	Iteration 47Q: 3 clusters Score -3882206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3882210.750000 Penalty: 4930.365723
	Iteration 48Q: 3 clusters Score -3882211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3882224.500000 Penalty: 4930.365723
	Iteration 49Q: 3 clusters Score -3882224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3882222.250000 Penalty: 4930.365723
	Iteration 50Q: 3 clusters Score -3882222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3882227.000000 Penalty: 4930.365723
	Iteration 51Q: 3 clusters Score -3882227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3882233.000000 Penalty: 4930.365723
	Iteration 52Q: 3 clusters Score -3882233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3882232.500000 Penalty: 4930.365723
	Iteration 53Q: 3 clusters Score -3882232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3882230.000000 Penalty: 4930.365723
	Iteration 54Q: 3 clusters Score -3882230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3882228.500000 Penalty: 4930.365723
	Iteration 55Q: 3 clusters Score -3882228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3882228.500000 Penalty: 4930.365723
	Iteration 56Q: 3 clusters Score -3882228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3882228.500000 Penalty: 4930.365723
	Iteration 57F: 3 clusters Score -3882228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -706274.687500 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -706274.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -702309.687500 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -702309.7 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -703198.437500 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -703198.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -703371.187500 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -703371.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -703502.625000 Penalty: 4124.035645
	Iteration 3Q: 3 clusters Score -703502.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -703602.625000 Penalty: 4124.035645
	Iteration 4Q: 3 clusters Score -703602.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -703675.187500 Penalty: 4124.035645
	Iteration 5Q: 3 clusters Score -703675.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -703735.687500 Penalty: 4124.035645
	Iteration 6Q: 3 clusters Score -703735.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -703793.750000 Penalty: 4124.035645
	Iteration 7Q: 3 clusters Score -703793.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -703844.812500 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -703844.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -703895.125000 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -703895.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -703947.375000 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -703947.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -704003.750000 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -704003.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -704055.312500 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -704055.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -704093.562500 Penalty: 4124.035645
	Iteration 13Q: 3 clusters Score -704093.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -704131.625000 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -704131.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -704181.875000 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -704181.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -704239.437500 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -704239.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -704296.375000 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -704296.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -704340.875000 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -704340.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -704376.687500 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -704376.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -704411.812500 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -704411.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -704445.500000 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -704445.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -704465.187500 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -704465.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -704486.187500 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -704486.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -704505.937500 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -704505.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -704523.062500 Penalty: 4124.035645
	Iteration 25Q: 3 clusters Score -704523.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -704539.625000 Penalty: 4124.035645
	Iteration 26Q: 3 clusters Score -704539.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -704550.500000 Penalty: 4124.035645
	Iteration 27Q: 3 clusters Score -704550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -704554.062500 Penalty: 4124.035645
	Iteration 28Q: 3 clusters Score -704554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -704554.875000 Penalty: 4124.035645
	Iteration 29Q: 3 clusters Score -704554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -704563.812500 Penalty: 4124.035645
	Iteration 30Q: 3 clusters Score -704563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -704572.125000 Penalty: 4124.035645
	Iteration 31Q: 3 clusters Score -704572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -704579.562500 Penalty: 4124.035645
	Iteration 32Q: 3 clusters Score -704579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704583.687500 Penalty: 4124.035645
	Iteration 33Q: 3 clusters Score -704583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -704585.562500 Penalty: 4124.035645
	Iteration 34Q: 3 clusters Score -704585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -704588.312500 Penalty: 4124.035645
	Iteration 35Q: 3 clusters Score -704588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704593.937500 Penalty: 4124.035645
	Iteration 36Q: 3 clusters Score -704593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -704597.375000 Penalty: 4124.035645
	Iteration 37Q: 3 clusters Score -704597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -704599.875000 Penalty: 4124.035645
	Iteration 38Q: 3 clusters Score -704599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -704602.375000 Penalty: 4124.035645
	Iteration 39Q: 3 clusters Score -704602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704606.687500 Penalty: 4124.035645
	Iteration 40F: 3 clusters Score -704606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704607.937500 Penalty: 4124.035645
	Iteration 41Q: 3 clusters Score -704607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704610.250000 Penalty: 4124.035645
	Iteration 42Q: 3 clusters Score -704610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -704610.312500 Penalty: 4124.035645
	Iteration 43Q: 3 clusters Score -704610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -704616.625000 Penalty: 4124.035645
	Iteration 44Q: 3 clusters Score -704616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -704616.625000 Penalty: 4124.035645
	Iteration 45F: 3 clusters Score -704616.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Entering Unmasked Estep 
Score: -7885035.500000 Penalty: 2654.460449
	Iteration 0F: 2 clusters Score -7885036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -7859821.000000 Penalty: 5308.920898
	Iteration 0F: 3 clusters Score -7859821 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -7870756.000000 Penalty: 5308.920898
	Iteration 1F: 3 clusters Score -7870756 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7871197.000000 Penalty: 5308.920898
	Iteration 2Q: 3 clusters Score -7871197 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7871624.500000 Penalty: 5308.920898
	Iteration 3Q: 3 clusters Score -7871624 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -7872059.000000 Penalty: 5308.920898
	Iteration 4Q: 3 clusters Score -7872059 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -7872548.000000 Penalty: 5308.920898
	Iteration 5Q: 3 clusters Score -7872548 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -7873288.500000 Penalty: 5308.920898
	Iteration 6Q: 3 clusters Score -7873288 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7874481.000000 Penalty: 5308.920898
	Iteration 7F: 3 clusters Score -7874481 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -7876424.500000 Penalty: 5308.920898
	Iteration 8F: 3 clusters Score -7876424 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -7879161.500000 Penalty: 5308.920898
	Iteration 9F: 3 clusters Score -7879162 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7881494.000000 Penalty: 5308.920898
	Iteration 10F: 3 clusters Score -7881494 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7882271.000000 Penalty: 5308.920898
	Iteration 11F: 3 clusters Score -7882271 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7882448.500000 Penalty: 5308.920898
	Iteration 12Q: 3 clusters Score -7882448 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7882587.000000 Penalty: 5308.920898
	Iteration 13Q: 3 clusters Score -7882587 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7882714.000000 Penalty: 5308.920898
	Iteration 14Q: 3 clusters Score -7882714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7882805.500000 Penalty: 5308.920898
	Iteration 15Q: 3 clusters Score -7882806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7882861.000000 Penalty: 5308.920898
	Iteration 16Q: 3 clusters Score -7882861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7882899.500000 Penalty: 5308.920898
	Iteration 17Q: 3 clusters Score -7882900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7882914.000000 Penalty: 5308.920898
	Iteration 18Q: 3 clusters Score -7882914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7882925.000000 Penalty: 5308.920898
	Iteration 19Q: 3 clusters Score -7882925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7882934.500000 Penalty: 5308.920898
	Iteration 20F: 3 clusters Score -7882934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7882942.500000 Penalty: 5308.920898
	Iteration 21Q: 3 clusters Score -7882942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7882956.500000 Penalty: 5308.920898
	Iteration 22Q: 3 clusters Score -7882956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7882962.500000 Penalty: 5308.920898
	Iteration 23Q: 3 clusters Score -7882962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7882958.000000 Penalty: 5308.920898
	Iteration 24Q: 3 clusters Score -7882958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7882965.000000 Penalty: 5308.920898
	Iteration 25Q: 3 clusters Score -7882965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7882960.500000 Penalty: 5308.920898
	Iteration 26Q: 3 clusters Score -7882960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7882961.000000 Penalty: 5308.920898
	Iteration 27Q: 3 clusters Score -7882961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7882961.000000 Penalty: 5308.920898
	Iteration 28F: 3 clusters Score -7882961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Entering Unmasked Estep 
Score: -1978559.000000 Penalty: 2283.866699
	Iteration 0F: 2 clusters Score -1978559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1970959.250000 Penalty: 4567.733398
	Iteration 0F: 3 clusters Score -1970959 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1973005.000000 Penalty: 4567.733398
	Iteration 1F: 3 clusters Score -1973005 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1973259.000000 Penalty: 4567.733398
	Iteration 2F: 3 clusters Score -1973259 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1973494.625000 Penalty: 4567.733398
	Iteration 3F: 3 clusters Score -1973495 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1973695.625000 Penalty: 4567.733398
	Iteration 4Q: 3 clusters Score -1973696 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1973908.125000 Penalty: 4567.733398
	Iteration 5Q: 3 clusters Score -1973908 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1974107.375000 Penalty: 4567.733398
	Iteration 6Q: 3 clusters Score -1974107 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1974341.625000 Penalty: 4567.733398
	Iteration 7Q: 3 clusters Score -1974342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1974608.875000 Penalty: 4567.733398
	Iteration 8Q: 3 clusters Score -1974609 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1974968.875000 Penalty: 4567.733398
	Iteration 9Q: 3 clusters Score -1974969 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1975330.250000 Penalty: 4567.733398
	Iteration 10Q: 3 clusters Score -1975330 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1975622.250000 Penalty: 4567.733398
	Iteration 11Q: 3 clusters Score -1975622 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1975876.750000 Penalty: 4567.733398
	Iteration 12Q: 3 clusters Score -1975877 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1976073.000000 Penalty: 4567.733398
	Iteration 13Q: 3 clusters Score -1976073 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1976192.375000 Penalty: 4567.733398
	Iteration 14Q: 3 clusters Score -1976192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1976287.375000 Penalty: 4567.733398
	Iteration 15Q: 3 clusters Score -1976287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1976351.125000 Penalty: 4567.733398
	Iteration 16Q: 3 clusters Score -1976351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1976401.125000 Penalty: 4567.733398
	Iteration 17Q: 3 clusters Score -1976401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1976430.000000 Penalty: 4567.733398
	Iteration 18Q: 3 clusters Score -1976430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1976450.500000 Penalty: 4567.733398
	Iteration 19Q: 3 clusters Score -1976450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1976465.375000 Penalty: 4567.733398
	Iteration 20F: 3 clusters Score -1976465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1976475.875000 Penalty: 4567.733398
	Iteration 21Q: 3 clusters Score -1976476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1976486.375000 Penalty: 4567.733398
	Iteration 22Q: 3 clusters Score -1976486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1976496.000000 Penalty: 4567.733398
	Iteration 23Q: 3 clusters Score -1976496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1976497.125000 Penalty: 4567.733398
	Iteration 24Q: 3 clusters Score -1976497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1976504.000000 Penalty: 4567.733398
	Iteration 25Q: 3 clusters Score -1976504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1976509.875000 Penalty: 4567.733398
	Iteration 26Q: 3 clusters Score -1976510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1976521.500000 Penalty: 4567.733398
	Iteration 27Q: 3 clusters Score -1976522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1976523.000000 Penalty: 4567.733398
	Iteration 28Q: 3 clusters Score -1976523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1976523.375000 Penalty: 4567.733398
	Iteration 29Q: 3 clusters Score -1976523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1976524.750000 Penalty: 4567.733398
	Iteration 30Q: 3 clusters Score -1976525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1976524.750000 Penalty: 4567.733398
	Iteration 31F: 3 clusters Score -1976525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -4014328.750000 Penalty: 2473.862061
	Iteration 0F: 2 clusters Score -4014329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3999461.500000 Penalty: 4947.724121
	Iteration 0F: 3 clusters Score -3999462 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -4004539.750000 Penalty: 4947.724121
	Iteration 1F: 3 clusters Score -4004540 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4004963.500000 Penalty: 4947.724121
	Iteration 2F: 3 clusters Score -4004964 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -4005351.000000 Penalty: 4947.724121
	Iteration 3Q: 3 clusters Score -4005351 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4005802.000000 Penalty: 4947.724121
	Iteration 4Q: 3 clusters Score -4005802 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4006359.500000 Penalty: 4947.724121
	Iteration 5F: 3 clusters Score -4006360 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4007156.250000 Penalty: 4947.724121
	Iteration 6F: 3 clusters Score -4007156 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4008199.500000 Penalty: 4947.724121
	Iteration 7F: 3 clusters Score -4008200 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4009460.250000 Penalty: 4947.724121
	Iteration 8F: 3 clusters Score -4009460 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4010556.250000 Penalty: 4947.724121
	Iteration 9F: 3 clusters Score -4010556 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4011291.750000 Penalty: 4947.724121
	Iteration 10Q: 3 clusters Score -4011292 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4011679.250000 Penalty: 4947.724121
	Iteration 11Q: 3 clusters Score -4011679 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4011866.000000 Penalty: 4947.724121
	Iteration 12Q: 3 clusters Score -4011866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4012000.000000 Penalty: 4947.724121
	Iteration 13Q: 3 clusters Score -4012000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -4012083.250000 Penalty: 4947.724121
	Iteration 14Q: 3 clusters Score -4012083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4012129.500000 Penalty: 4947.724121
	Iteration 15Q: 3 clusters Score -4012130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4012152.500000 Penalty: 4947.724121
	Iteration 16Q: 3 clusters Score -4012152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4012176.250000 Penalty: 4947.724121
	Iteration 17Q: 3 clusters Score -4012176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4012187.750000 Penalty: 4947.724121
	Iteration 18Q: 3 clusters Score -4012188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4012189.750000 Penalty: 4947.724121
	Iteration 19Q: 3 clusters Score -4012190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4012192.500000 Penalty: 4947.724121
	Iteration 20F: 3 clusters Score -4012192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4012200.000000 Penalty: 4947.724121
	Iteration 21Q: 3 clusters Score -4012200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4012209.500000 Penalty: 4947.724121
	Iteration 22Q: 3 clusters Score -4012210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4012217.500000 Penalty: 4947.724121
	Iteration 23Q: 3 clusters Score -4012218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4012211.750000 Penalty: 4947.724121
	Iteration 24Q: 3 clusters Score -4012212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4012212.750000 Penalty: 4947.724121
	Iteration 25Q: 3 clusters Score -4012213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4012219.250000 Penalty: 4947.724121
	Iteration 26Q: 3 clusters Score -4012219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4012219.750000 Penalty: 4947.724121
	Iteration 27Q: 3 clusters Score -4012220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4012219.750000 Penalty: 4947.724121
	Iteration 28F: 3 clusters Score -4012220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80458.007812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80458.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78952.554688 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -78952.55 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79153.046875 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79153.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79235.570312 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -79235.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79279.242188 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -79279.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79310.140625 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -79310.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -79325.140625 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79325.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79344.515625 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79344.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -79383.304688 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79386.140625 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79386.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79386.140625 Penalty: 3088.362305
	Iteration 9F: 3 clusters Score -79386.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -371250.187500 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -371250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -368581.312500 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -368581.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369203.500000 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -369203.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -369480.218750 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -369480.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -369664.062500 Penalty: 3807.070801
	Iteration 3F: 3 clusters Score -369664.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -369780.218750 Penalty: 3807.070801
	Iteration 4F: 3 clusters Score -369780.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -369856.750000 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -369856.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369927.156250 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -369927.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -369993.125000 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -369993.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370045.531250 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -370045.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -370093.875000 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -370093.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -370136.187500 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -370136.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -370157.843750 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -370157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -370173.843750 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -370173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -370185.031250 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -370185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -370192.937500 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -370192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -370204.562500 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -370204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -370223.187500 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -370223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -370245.625000 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -370245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -370270.937500 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -370270.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -370286.437500 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -370286.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -370303.125000 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -370303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -370321.468750 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -370321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -370344.031250 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -370344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -370364.250000 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -370364.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -370380.625000 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -370380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370390.343750 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -370390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -370394.906250 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -370394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -370397.593750 Penalty: 3807.070801
	Iteration 27Q: 3 clusters Score -370397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -370401.750000 Penalty: 3807.070801
	Iteration 28Q: 3 clusters Score -370401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -370405.500000 Penalty: 3807.070801
	Iteration 29Q: 3 clusters Score -370405.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -370410.156250 Penalty: 3807.070801
	Iteration 30Q: 3 clusters Score -370410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -370416.593750 Penalty: 3807.070801
	Iteration 31Q: 3 clusters Score -370416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -370422.062500 Penalty: 3807.070801
	Iteration 32Q: 3 clusters Score -370422.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -370425.156250 Penalty: 3807.070801
	Iteration 33Q: 3 clusters Score -370425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -370428.062500 Penalty: 3807.070801
	Iteration 34Q: 3 clusters Score -370428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -370430.843750 Penalty: 3807.070801
	Iteration 35Q: 3 clusters Score -370430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -370433.562500 Penalty: 3807.070801
	Iteration 36Q: 3 clusters Score -370433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370436.875000 Penalty: 3807.070801
	Iteration 37Q: 3 clusters Score -370436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370438.781250 Penalty: 3807.070801
	Iteration 38Q: 3 clusters Score -370438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -370438.781250 Penalty: 3807.070801
	Iteration 39F: 3 clusters Score -370438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Entering Unmasked Estep 
Score: -2861760.250000 Penalty: 2378.322266
	Iteration 0F: 2 clusters Score -2861760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2851191.000000 Penalty: 4756.644531
	Iteration 0F: 3 clusters Score -2851191 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2854437.500000 Penalty: 4756.644531
	Iteration 1F: 3 clusters Score -2854438 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2854748.000000 Penalty: 4756.644531
	Iteration 2F: 3 clusters Score -2854748 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2854979.750000 Penalty: 4756.644531
	Iteration 3Q: 3 clusters Score -2854980 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2855145.750000 Penalty: 4756.644531
	Iteration 4Q: 3 clusters Score -2855146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2855284.250000 Penalty: 4756.644531
	Iteration 5Q: 3 clusters Score -2855284 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2855383.500000 Penalty: 4756.644531
	Iteration 6Q: 3 clusters Score -2855384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2855455.500000 Penalty: 4756.644531
	Iteration 7Q: 3 clusters Score -2855456 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2855542.750000 Penalty: 4756.644531
	Iteration 8Q: 3 clusters Score -2855543 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2855623.500000 Penalty: 4756.644531
	Iteration 9Q: 3 clusters Score -2855624 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2855699.500000 Penalty: 4756.644531
	Iteration 10Q: 3 clusters Score -2855700 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2855773.500000 Penalty: 4756.644531
	Iteration 11Q: 3 clusters Score -2855774 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2855878.000000 Penalty: 4756.644531
	Iteration 12Q: 3 clusters Score -2855878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2855998.750000 Penalty: 4756.644531
	Iteration 13Q: 3 clusters Score -2855999 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2856127.750000 Penalty: 4756.644531
	Iteration 14Q: 3 clusters Score -2856128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2856300.500000 Penalty: 4756.644531
	Iteration 15Q: 3 clusters Score -2856300 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2856542.250000 Penalty: 4756.644531
	Iteration 16Q: 3 clusters Score -2856542 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2856872.750000 Penalty: 4756.644531
	Iteration 17Q: 3 clusters Score -2856873 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2857249.500000 Penalty: 4756.644531
	Iteration 18Q: 3 clusters Score -2857250 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2857709.250000 Penalty: 4756.644531
	Iteration 19Q: 3 clusters Score -2857709 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2858157.750000 Penalty: 4756.644531
	Iteration 20F: 3 clusters Score -2858158 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2858552.750000 Penalty: 4756.644531
	Iteration 21Q: 3 clusters Score -2858553 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 4756.644531
	Iteration 22Q: 3 clusters Score -2858861 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2859076.000000 Penalty: 4756.644531
	Iteration 23Q: 3 clusters Score -2859076 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2859270.750000 Penalty: 4756.644531
	Iteration 24Q: 3 clusters Score -2859271 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2859389.500000 Penalty: 4756.644531
	Iteration 25Q: 3 clusters Score -2859390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2859480.500000 Penalty: 4756.644531
	Iteration 26Q: 3 clusters Score -2859480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2859537.250000 Penalty: 4756.644531
	Iteration 27Q: 3 clusters Score -2859537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2859580.750000 Penalty: 4756.644531
	Iteration 28Q: 3 clusters Score -2859581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2859606.000000 Penalty: 4756.644531
	Iteration 29Q: 3 clusters Score -2859606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2859623.000000 Penalty: 4756.644531
	Iteration 30Q: 3 clusters Score -2859623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2859640.500000 Penalty: 4756.644531
	Iteration 31Q: 3 clusters Score -2859640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2859654.000000 Penalty: 4756.644531
	Iteration 32Q: 3 clusters Score -2859654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2859659.500000 Penalty: 4756.644531
	Iteration 33Q: 3 clusters Score -2859660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2859664.500000 Penalty: 4756.644531
	Iteration 34Q: 3 clusters Score -2859664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2859668.500000 Penalty: 4756.644531
	Iteration 35Q: 3 clusters Score -2859668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2859672.250000 Penalty: 4756.644531
	Iteration 36Q: 3 clusters Score -2859672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2859674.500000 Penalty: 4756.644531
	Iteration 37Q: 3 clusters Score -2859674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2859679.750000 Penalty: 4756.644531
	Iteration 38Q: 3 clusters Score -2859680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2859679.750000 Penalty: 4756.644531
	Iteration 39F: 3 clusters Score -2859680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Entering Unmasked Estep 
Score: -5920539.500000 Penalty: 2569.953369
	Iteration 0F: 2 clusters Score -5920540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5900101.500000 Penalty: 5139.906738
	Iteration 0F: 3 clusters Score -5900102 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5907842.500000 Penalty: 5139.906738
	Iteration 1F: 3 clusters Score -5907842 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5908477.500000 Penalty: 5139.906738
	Iteration 2F: 3 clusters Score -5908478 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5909143.000000 Penalty: 5139.906738
	Iteration 3F: 3 clusters Score -5909143 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5909941.000000 Penalty: 5139.906738
	Iteration 4F: 3 clusters Score -5909941 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5910985.500000 Penalty: 5139.906738
	Iteration 5F: 3 clusters Score -5910986 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5912369.500000 Penalty: 5139.906738
	Iteration 6F: 3 clusters Score -5912370 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -5914021.000000 Penalty: 5139.906738
	Iteration 7F: 3 clusters Score -5914021 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -5915500.000000 Penalty: 5139.906738
	Iteration 8F: 3 clusters Score -5915500 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5916623.500000 Penalty: 5139.906738
	Iteration 9Q: 3 clusters Score -5916624 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -5917352.000000 Penalty: 5139.906738
	Iteration 10Q: 3 clusters Score -5917352 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5917758.500000 Penalty: 5139.906738
	Iteration 11Q: 3 clusters Score -5917758 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -5917998.500000 Penalty: 5139.906738
	Iteration 12Q: 3 clusters Score -5917998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -5918107.000000 Penalty: 5139.906738
	Iteration 13Q: 3 clusters Score -5918107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5918191.500000 Penalty: 5139.906738
	Iteration 14Q: 3 clusters Score -5918192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5918235.000000 Penalty: 5139.906738
	Iteration 15Q: 3 clusters Score -5918235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5918278.000000 Penalty: 5139.906738
	Iteration 16Q: 3 clusters Score -5918278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -5918296.000000 Penalty: 5139.906738
	Iteration 17Q: 3 clusters Score -5918296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5918318.500000 Penalty: 5139.906738
	Iteration 18Q: 3 clusters Score -5918318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5918335.000000 Penalty: 5139.906738
	Iteration 19Q: 3 clusters Score -5918335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5918346.500000 Penalty: 5139.906738
	Iteration 20F: 3 clusters Score -5918346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5918351.500000 Penalty: 5139.906738
	Iteration 21Q: 3 clusters Score -5918352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -5918358.000000 Penalty: 5139.906738
	Iteration 22Q: 3 clusters Score -5918358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5918364.000000 Penalty: 5139.906738
	Iteration 23Q: 3 clusters Score -5918364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -5918380.000000 Penalty: 5139.906738
	Iteration 24Q: 3 clusters Score -5918380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5918389.000000 Penalty: 5139.906738
	Iteration 25Q: 3 clusters Score -5918389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -5918396.500000 Penalty: 5139.906738
	Iteration 26Q: 3 clusters Score -5918396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -5918393.000000 Penalty: 5139.906738
	Iteration 27Q: 3 clusters Score -5918393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5918405.000000 Penalty: 5139.906738
	Iteration 28Q: 3 clusters Score -5918405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5918412.000000 Penalty: 5139.906738
	Iteration 29Q: 3 clusters Score -5918412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5918418.500000 Penalty: 5139.906738
	Iteration 30Q: 3 clusters Score -5918418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -5918422.500000 Penalty: 5139.906738
	Iteration 31Q: 3 clusters Score -5918422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5918417.000000 Penalty: 5139.906738
	Iteration 32Q: 3 clusters Score -5918417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5918417.500000 Penalty: 5139.906738
	Iteration 33Q: 3 clusters Score -5918418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5918418.000000 Penalty: 5139.906738
	Iteration 34Q: 3 clusters Score -5918418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5918420.500000 Penalty: 5139.906738
	Iteration 35Q: 3 clusters Score -5918420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5918416.500000 Penalty: 5139.906738
	Iteration 36Q: 3 clusters Score -5918416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5918425.500000 Penalty: 5139.906738
	Iteration 37Q: 3 clusters Score -5918426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5918424.500000 Penalty: 5139.906738
	Iteration 38Q: 3 clusters Score -5918424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5918425.000000 Penalty: 5139.906738
	Iteration 39Q: 3 clusters Score -5918425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5918425.000000 Penalty: 5139.906738
	Iteration 40F: 3 clusters Score -5918425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143297.109375 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143297.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143682.359375 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143682.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143906.296875 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143906.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -144141.593750 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -144141.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144343.593750 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -144343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144503.812500 Penalty: 3345.053223
	Iteration 5F: 3 clusters Score -144503.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -144639.140625 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144702.281250 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144864.468750 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144864.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -144976.062500 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144976.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145031.812500 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -145031.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145067.312500 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -145067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145122.390625 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -145122.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145158.375000 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -145158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145181.812500 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -145181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -145208.781250 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -145208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -145213.156250 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -145213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145214.703125 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -145214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145214.703125 Penalty: 3345.053223
	Iteration 18F: 3 clusters Score -145214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14618 members 
Mstep: Class 13 contains 31657 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19060 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8630 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 18846 members 
Mstep: Class 26 contains 22359 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 464 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20763 members 
Mstep: Class 31 contains 19592 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20166 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 21440 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 19971 members 
Mstep: Class 39 contains 19800 members 
Entering Unmasked Estep 
Score: -87215216.000000 Penalty: 123093.132812
Splitting cluster 14 changes total score from -87216552.000000 to -87215216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Entering Unmasked Estep 
Score: -3558267.750000 Penalty: 2443.878906
	Iteration 0F: 2 clusters Score -3558268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3544927.500000 Penalty: 4887.757812
	Iteration 0F: 3 clusters Score -3544928 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3549465.500000 Penalty: 4887.757812
	Iteration 1F: 3 clusters Score -3549466 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3549875.750000 Penalty: 4887.757812
	Iteration 2F: 3 clusters Score -3549876 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3550149.750000 Penalty: 4887.757812
	Iteration 3Q: 3 clusters Score -3550150 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3550350.250000 Penalty: 4887.757812
	Iteration 4Q: 3 clusters Score -3550350 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3550528.000000 Penalty: 4887.757812
	Iteration 5Q: 3 clusters Score -3550528 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3550657.750000 Penalty: 4887.757812
	Iteration 6Q: 3 clusters Score -3550658 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3550792.250000 Penalty: 4887.757812
	Iteration 7Q: 3 clusters Score -3550792 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3550941.250000 Penalty: 4887.757812
	Iteration 8Q: 3 clusters Score -3550941 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3551100.000000 Penalty: 4887.757812
	Iteration 9Q: 3 clusters Score -3551100 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3551260.500000 Penalty: 4887.757812
	Iteration 10Q: 3 clusters Score -3551260 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3551442.000000 Penalty: 4887.757812
	Iteration 11Q: 3 clusters Score -3551442 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3551663.750000 Penalty: 4887.757812
	Iteration 12Q: 3 clusters Score -3551664 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3551941.000000 Penalty: 4887.757812
	Iteration 13Q: 3 clusters Score -3551941 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3552271.750000 Penalty: 4887.757812
	Iteration 14Q: 3 clusters Score -3552272 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3552747.750000 Penalty: 4887.757812
	Iteration 15Q: 3 clusters Score -3552748 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3553342.250000 Penalty: 4887.757812
	Iteration 16Q: 3 clusters Score -3553342 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3553995.500000 Penalty: 4887.757812
	Iteration 17Q: 3 clusters Score -3553996 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3554512.500000 Penalty: 4887.757812
	Iteration 18Q: 3 clusters Score -3554512 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3554853.500000 Penalty: 4887.757812
	Iteration 19Q: 3 clusters Score -3554854 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3555095.000000 Penalty: 4887.757812
	Iteration 20F: 3 clusters Score -3555095 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3555271.500000 Penalty: 4887.757812
	Iteration 21Q: 3 clusters Score -3555272 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3555412.750000 Penalty: 4887.757812
	Iteration 22Q: 3 clusters Score -3555413 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3555515.250000 Penalty: 4887.757812
	Iteration 23Q: 3 clusters Score -3555515 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3555624.500000 Penalty: 4887.757812
	Iteration 24Q: 3 clusters Score -3555624 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3555714.750000 Penalty: 4887.757812
	Iteration 25Q: 3 clusters Score -3555715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3555773.750000 Penalty: 4887.757812
	Iteration 26Q: 3 clusters Score -3555774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3555840.000000 Penalty: 4887.757812
	Iteration 27Q: 3 clusters Score -3555840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3555901.750000 Penalty: 4887.757812
	Iteration 28Q: 3 clusters Score -3555902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3555949.000000 Penalty: 4887.757812
	Iteration 29Q: 3 clusters Score -3555949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3555971.500000 Penalty: 4887.757812
	Iteration 30Q: 3 clusters Score -3555972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3556010.500000 Penalty: 4887.757812
	Iteration 31Q: 3 clusters Score -3556010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3556036.000000 Penalty: 4887.757812
	Iteration 32Q: 3 clusters Score -3556036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3556060.750000 Penalty: 4887.757812
	Iteration 33Q: 3 clusters Score -3556061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3556090.750000 Penalty: 4887.757812
	Iteration 34Q: 3 clusters Score -3556091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3556107.000000 Penalty: 4887.757812
	Iteration 35Q: 3 clusters Score -3556107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3556130.500000 Penalty: 4887.757812
	Iteration 36Q: 3 clusters Score -3556130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3556134.750000 Penalty: 4887.757812
	Iteration 37Q: 3 clusters Score -3556135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3556147.500000 Penalty: 4887.757812
	Iteration 38Q: 3 clusters Score -3556148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3556147.500000 Penalty: 4887.757812
	Iteration 39Q: 3 clusters Score -3556148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3556149.250000 Penalty: 4887.757812
	Iteration 40F: 3 clusters Score -3556149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3556147.750000 Penalty: 4887.757812
	Iteration 41Q: 3 clusters Score -3556148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3556161.250000 Penalty: 4887.757812
	Iteration 42Q: 3 clusters Score -3556161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3556167.000000 Penalty: 4887.757812
	Iteration 43Q: 3 clusters Score -3556167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3556173.500000 Penalty: 4887.757812
	Iteration 44Q: 3 clusters Score -3556174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3556183.000000 Penalty: 4887.757812
	Iteration 45Q: 3 clusters Score -3556183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3556179.750000 Penalty: 4887.757812
	Iteration 46Q: 3 clusters Score -3556180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3556180.500000 Penalty: 4887.757812
	Iteration 47Q: 3 clusters Score -3556180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3556183.250000 Penalty: 4887.757812
	Iteration 48Q: 3 clusters Score -3556183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3556194.500000 Penalty: 4887.757812
	Iteration 49Q: 3 clusters Score -3556194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3556197.500000 Penalty: 4887.757812
	Iteration 50Q: 3 clusters Score -3556198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3556195.250000 Penalty: 4887.757812
	Iteration 51Q: 3 clusters Score -3556195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3556204.250000 Penalty: 4887.757812
	Iteration 52Q: 3 clusters Score -3556204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3556207.750000 Penalty: 4887.757812
	Iteration 53Q: 3 clusters Score -3556208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3556217.500000 Penalty: 4887.757812
	Iteration 54Q: 3 clusters Score -3556218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3556221.250000 Penalty: 4887.757812
	Iteration 55Q: 3 clusters Score -3556221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3556219.000000 Penalty: 4887.757812
	Iteration 56Q: 3 clusters Score -3556219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3556225.250000 Penalty: 4887.757812
	Iteration 57Q: 3 clusters Score -3556225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3556223.500000 Penalty: 4887.757812
	Iteration 58Q: 3 clusters Score -3556224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3556227.750000 Penalty: 4887.757812
	Iteration 59Q: 3 clusters Score -3556228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3556229.000000 Penalty: 4887.757812
	Iteration 60F: 3 clusters Score -3556229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3556237.500000 Penalty: 4887.757812
	Iteration 61Q: 3 clusters Score -3556238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3556235.500000 Penalty: 4887.757812
	Iteration 62Q: 3 clusters Score -3556236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3556234.750000 Penalty: 4887.757812
	Iteration 63Q: 3 clusters Score -3556235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3556237.500000 Penalty: 4887.757812
	Iteration 64Q: 3 clusters Score -3556238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3556240.750000 Penalty: 4887.757812
	Iteration 65Q: 3 clusters Score -3556241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3556241.000000 Penalty: 4887.757812
	Iteration 66Q: 3 clusters Score -3556241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3556243.750000 Penalty: 4887.757812
	Iteration 67Q: 3 clusters Score -3556244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3556246.000000 Penalty: 4887.757812
	Iteration 68Q: 3 clusters Score -3556246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3556244.500000 Penalty: 4887.757812
	Iteration 69Q: 3 clusters Score -3556244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3556244.500000 Penalty: 4887.757812
	Iteration 70Q: 3 clusters Score -3556244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3556245.000000 Penalty: 4887.757812
	Iteration 71Q: 3 clusters Score -3556245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3556246.250000 Penalty: 4887.757812
	Iteration 72Q: 3 clusters Score -3556246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3556247.500000 Penalty: 4887.757812
	Iteration 73Q: 3 clusters Score -3556248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3556246.000000 Penalty: 4887.757812
	Iteration 74Q: 3 clusters Score -3556246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3556245.500000 Penalty: 4887.757812
	Iteration 75Q: 3 clusters Score -3556246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3556248.750000 Penalty: 4887.757812
	Iteration 76Q: 3 clusters Score -3556249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3556248.000000 Penalty: 4887.757812
	Iteration 77Q: 3 clusters Score -3556248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3556248.750000 Penalty: 4887.757812
	Iteration 78Q: 3 clusters Score -3556249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3556247.750000 Penalty: 4887.757812
	Iteration 79Q: 3 clusters Score -3556248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3556245.000000 Penalty: 4887.757812
	Iteration 80F: 3 clusters Score -3556245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3556250.500000 Penalty: 4887.757812
	Iteration 81Q: 3 clusters Score -3556250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3556247.750000 Penalty: 4887.757812
	Iteration 82Q: 3 clusters Score -3556248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3556248.500000 Penalty: 4887.757812
	Iteration 83Q: 3 clusters Score -3556248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3556250.750000 Penalty: 4887.757812
	Iteration 84Q: 3 clusters Score -3556251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3556248.250000 Penalty: 4887.757812
	Iteration 85Q: 3 clusters Score -3556248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3556250.750000 Penalty: 4887.757812
	Iteration 86Q: 3 clusters Score -3556251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3556255.750000 Penalty: 4887.757812
	Iteration 87Q: 3 clusters Score -3556256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3556259.000000 Penalty: 4887.757812
	Iteration 88Q: 3 clusters Score -3556259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3556259.250000 Penalty: 4887.757812
	Iteration 89Q: 3 clusters Score -3556259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3556255.750000 Penalty: 4887.757812
	Iteration 90Q: 3 clusters Score -3556256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3556267.000000 Penalty: 4887.757812
	Iteration 91Q: 3 clusters Score -3556267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3556265.500000 Penalty: 4887.757812
	Iteration 92Q: 3 clusters Score -3556266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3556277.500000 Penalty: 4887.757812
	Iteration 93Q: 3 clusters Score -3556278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3556275.750000 Penalty: 4887.757812
	Iteration 94Q: 3 clusters Score -3556276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3556268.500000 Penalty: 4887.757812
	Iteration 95Q: 3 clusters Score -3556268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3556277.000000 Penalty: 4887.757812
	Iteration 96Q: 3 clusters Score -3556277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3556272.250000 Penalty: 4887.757812
	Iteration 97Q: 3 clusters Score -3556272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3556275.500000 Penalty: 4887.757812
	Iteration 98Q: 3 clusters Score -3556276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3556269.750000 Penalty: 4887.757812
	Iteration 99Q: 3 clusters Score -3556270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3556271.750000 Penalty: 4887.757812
	Iteration 100F: 3 clusters Score -3556272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3556273.750000 Penalty: 4887.757812
	Iteration 101Q: 3 clusters Score -3556274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3556273.500000 Penalty: 4887.757812
	Iteration 102Q: 3 clusters Score -3556274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3556273.750000 Penalty: 4887.757812
	Iteration 103Q: 3 clusters Score -3556274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3556273.500000 Penalty: 4887.757812
	Iteration 104Q: 3 clusters Score -3556274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3556276.500000 Penalty: 4887.757812
	Iteration 105Q: 3 clusters Score -3556276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3556274.500000 Penalty: 4887.757812
	Iteration 106Q: 3 clusters Score -3556274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3556276.250000 Penalty: 4887.757812
	Iteration 107Q: 3 clusters Score -3556276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3556271.500000 Penalty: 4887.757812
	Iteration 108Q: 3 clusters Score -3556272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3556276.500000 Penalty: 4887.757812
	Iteration 109Q: 3 clusters Score -3556276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3556275.500000 Penalty: 4887.757812
	Iteration 110Q: 3 clusters Score -3556276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3556279.250000 Penalty: 4887.757812
	Iteration 111Q: 3 clusters Score -3556279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3556274.750000 Penalty: 4887.757812
	Iteration 112Q: 3 clusters Score -3556275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3556275.000000 Penalty: 4887.757812
	Iteration 113Q: 3 clusters Score -3556275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3556276.500000 Penalty: 4887.757812
	Iteration 114Q: 3 clusters Score -3556276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3556276.500000 Penalty: 4887.757812
	Iteration 115F: 3 clusters Score -3556276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Entering Unmasked Estep 
Score: -3538323.000000 Penalty: 2441.102295
	Iteration 0F: 2 clusters Score -3538323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3525219.750000 Penalty: 4882.204590
	Iteration 0F: 3 clusters Score -3525220 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3529563.500000 Penalty: 4882.204590
	Iteration 1F: 3 clusters Score -3529564 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3529979.500000 Penalty: 4882.204590
	Iteration 2F: 3 clusters Score -3529980 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3530314.500000 Penalty: 4882.204590
	Iteration 3Q: 3 clusters Score -3530314 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3530628.750000 Penalty: 4882.204590
	Iteration 4Q: 3 clusters Score -3530629 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3530996.500000 Penalty: 4882.204590
	Iteration 5Q: 3 clusters Score -3530996 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3531430.500000 Penalty: 4882.204590
	Iteration 6Q: 3 clusters Score -3531430 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3531967.750000 Penalty: 4882.204590
	Iteration 7Q: 3 clusters Score -3531968 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3532665.250000 Penalty: 4882.204590
	Iteration 8F: 3 clusters Score -3532665 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3533574.000000 Penalty: 4882.204590
	Iteration 9F: 3 clusters Score -3533574 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3534483.000000 Penalty: 4882.204590
	Iteration 10F: 3 clusters Score -3534483 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3535253.750000 Penalty: 4882.204590
	Iteration 11Q: 3 clusters Score -3535254 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3535732.250000 Penalty: 4882.204590
	Iteration 12Q: 3 clusters Score -3535732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3535971.500000 Penalty: 4882.204590
	Iteration 13Q: 3 clusters Score -3535972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3536100.500000 Penalty: 4882.204590
	Iteration 14Q: 3 clusters Score -3536100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3536178.250000 Penalty: 4882.204590
	Iteration 15Q: 3 clusters Score -3536178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3536209.000000 Penalty: 4882.204590
	Iteration 16Q: 3 clusters Score -3536209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3536246.750000 Penalty: 4882.204590
	Iteration 17Q: 3 clusters Score -3536247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3536257.000000 Penalty: 4882.204590
	Iteration 18Q: 3 clusters Score -3536257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3536261.250000 Penalty: 4882.204590
	Iteration 19Q: 3 clusters Score -3536261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3536273.500000 Penalty: 4882.204590
	Iteration 20F: 3 clusters Score -3536274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3536281.000000 Penalty: 4882.204590
	Iteration 21Q: 3 clusters Score -3536281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3536281.000000 Penalty: 4882.204590
	Iteration 22F: 3 clusters Score -3536281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -2537787.250000 Penalty: 2344.162109
	Iteration 0F: 2 clusters Score -2537787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2528757.500000 Penalty: 4688.324219
	Iteration 0F: 3 clusters Score -2528758 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2531625.000000 Penalty: 4688.324219
	Iteration 1F: 3 clusters Score -2531625 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2531972.000000 Penalty: 4688.324219
	Iteration 2F: 3 clusters Score -2531972 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2532213.250000 Penalty: 4688.324219
	Iteration 3F: 3 clusters Score -2532213 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2532417.250000 Penalty: 4688.324219
	Iteration 4Q: 3 clusters Score -2532417 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2532596.750000 Penalty: 4688.324219
	Iteration 5Q: 3 clusters Score -2532597 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2532814.250000 Penalty: 4688.324219
	Iteration 6Q: 3 clusters Score -2532814 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2533032.000000 Penalty: 4688.324219
	Iteration 7Q: 3 clusters Score -2533032 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2533328.000000 Penalty: 4688.324219
	Iteration 8Q: 3 clusters Score -2533328 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2533716.500000 Penalty: 4688.324219
	Iteration 9Q: 3 clusters Score -2533716 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2534118.000000 Penalty: 4688.324219
	Iteration 10Q: 3 clusters Score -2534118 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2534484.250000 Penalty: 4688.324219
	Iteration 11Q: 3 clusters Score -2534484 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2534826.500000 Penalty: 4688.324219
	Iteration 12Q: 3 clusters Score -2534826 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2535049.000000 Penalty: 4688.324219
	Iteration 13Q: 3 clusters Score -2535049 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2535236.750000 Penalty: 4688.324219
	Iteration 14Q: 3 clusters Score -2535237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2535378.750000 Penalty: 4688.324219
	Iteration 15Q: 3 clusters Score -2535379 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2535490.250000 Penalty: 4688.324219
	Iteration 16Q: 3 clusters Score -2535490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2535584.500000 Penalty: 4688.324219
	Iteration 17Q: 3 clusters Score -2535584 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2535655.500000 Penalty: 4688.324219
	Iteration 18Q: 3 clusters Score -2535656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2535718.500000 Penalty: 4688.324219
	Iteration 19Q: 3 clusters Score -2535718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2535765.500000 Penalty: 4688.324219
	Iteration 20F: 3 clusters Score -2535766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2535788.250000 Penalty: 4688.324219
	Iteration 21Q: 3 clusters Score -2535788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2535789.000000 Penalty: 4688.324219
	Iteration 22Q: 3 clusters Score -2535789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2535795.000000 Penalty: 4688.324219
	Iteration 23Q: 3 clusters Score -2535795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2535798.750000 Penalty: 4688.324219
	Iteration 24Q: 3 clusters Score -2535799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2535803.750000 Penalty: 4688.324219
	Iteration 25Q: 3 clusters Score -2535804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2535806.250000 Penalty: 4688.324219
	Iteration 26Q: 3 clusters Score -2535806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2535813.000000 Penalty: 4688.324219
	Iteration 27Q: 3 clusters Score -2535813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2535812.750000 Penalty: 4688.324219
	Iteration 28Q: 3 clusters Score -2535813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2535811.000000 Penalty: 4688.324219
	Iteration 29Q: 3 clusters Score -2535811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2535817.250000 Penalty: 4688.324219
	Iteration 30Q: 3 clusters Score -2535817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2535820.000000 Penalty: 4688.324219
	Iteration 31Q: 3 clusters Score -2535820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2535820.250000 Penalty: 4688.324219
	Iteration 32Q: 3 clusters Score -2535820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2535828.000000 Penalty: 4688.324219
	Iteration 33Q: 3 clusters Score -2535828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2535831.500000 Penalty: 4688.324219
	Iteration 34Q: 3 clusters Score -2535832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2535829.500000 Penalty: 4688.324219
	Iteration 35Q: 3 clusters Score -2535830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2535830.500000 Penalty: 4688.324219
	Iteration 36Q: 3 clusters Score -2535830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2535830.500000 Penalty: 4688.324219
	Iteration 37F: 3 clusters Score -2535830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175213.500000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175213.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -175686.968750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175862.640625 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175862.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -175955.687500 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -175955.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -176014.687500 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -176014.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -176050.234375 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -176050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -176070.015625 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -176070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176082.687500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -176082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176100.078125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -176100.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176116.218750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176116.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -176127.812500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176130.734375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176137.671875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176148.406250 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176162.937500 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176162.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176177.062500 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176187.062500 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -176190.375000 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -176191.500000 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176193.140625 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176193.140625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Entering Unmasked Estep 
Score: -3577479.500000 Penalty: 2444.126221
	Iteration 0F: 2 clusters Score -3577480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3564165.250000 Penalty: 4888.252441
	Iteration 0F: 3 clusters Score -3564165 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3568657.000000 Penalty: 4888.252441
	Iteration 1F: 3 clusters Score -3568657 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3568973.000000 Penalty: 4888.252441
	Iteration 2Q: 3 clusters Score -3568973 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3569202.750000 Penalty: 4888.252441
	Iteration 3Q: 3 clusters Score -3569203 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3569379.250000 Penalty: 4888.252441
	Iteration 4Q: 3 clusters Score -3569379 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3569532.750000 Penalty: 4888.252441
	Iteration 5Q: 3 clusters Score -3569533 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3569689.500000 Penalty: 4888.252441
	Iteration 6Q: 3 clusters Score -3569690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3569862.250000 Penalty: 4888.252441
	Iteration 7Q: 3 clusters Score -3569862 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3569997.500000 Penalty: 4888.252441
	Iteration 8Q: 3 clusters Score -3569998 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3570185.500000 Penalty: 4888.252441
	Iteration 9Q: 3 clusters Score -3570186 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3570411.250000 Penalty: 4888.252441
	Iteration 10Q: 3 clusters Score -3570411 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3570703.750000 Penalty: 4888.252441
	Iteration 11Q: 3 clusters Score -3570704 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3571122.000000 Penalty: 4888.252441
	Iteration 12Q: 3 clusters Score -3571122 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3571705.250000 Penalty: 4888.252441
	Iteration 13Q: 3 clusters Score -3571705 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3572482.500000 Penalty: 4888.252441
	Iteration 14F: 3 clusters Score -3572482 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3573218.750000 Penalty: 4888.252441
	Iteration 15Q: 3 clusters Score -3573219 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3573850.500000 Penalty: 4888.252441
	Iteration 16Q: 3 clusters Score -3573850 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3574381.500000 Penalty: 4888.252441
	Iteration 17Q: 3 clusters Score -3574382 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3574777.750000 Penalty: 4888.252441
	Iteration 18Q: 3 clusters Score -3574778 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3575008.500000 Penalty: 4888.252441
	Iteration 19Q: 3 clusters Score -3575008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3575134.250000 Penalty: 4888.252441
	Iteration 20F: 3 clusters Score -3575134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3575213.500000 Penalty: 4888.252441
	Iteration 21Q: 3 clusters Score -3575214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3575281.000000 Penalty: 4888.252441
	Iteration 22Q: 3 clusters Score -3575281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3575305.000000 Penalty: 4888.252441
	Iteration 23Q: 3 clusters Score -3575305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3575326.750000 Penalty: 4888.252441
	Iteration 24Q: 3 clusters Score -3575327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3575337.750000 Penalty: 4888.252441
	Iteration 25Q: 3 clusters Score -3575338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3575353.500000 Penalty: 4888.252441
	Iteration 26Q: 3 clusters Score -3575354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3575358.750000 Penalty: 4888.252441
	Iteration 27Q: 3 clusters Score -3575359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3575359.500000 Penalty: 4888.252441
	Iteration 28Q: 3 clusters Score -3575360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3575368.250000 Penalty: 4888.252441
	Iteration 29Q: 3 clusters Score -3575368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3575369.750000 Penalty: 4888.252441
	Iteration 30Q: 3 clusters Score -3575370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3575378.000000 Penalty: 4888.252441
	Iteration 31Q: 3 clusters Score -3575378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3575384.000000 Penalty: 4888.252441
	Iteration 32Q: 3 clusters Score -3575384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3575386.000000 Penalty: 4888.252441
	Iteration 33Q: 3 clusters Score -3575386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3575392.500000 Penalty: 4888.252441
	Iteration 34Q: 3 clusters Score -3575392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3575389.250000 Penalty: 4888.252441
	Iteration 35Q: 3 clusters Score -3575389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3575393.250000 Penalty: 4888.252441
	Iteration 36Q: 3 clusters Score -3575393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3575388.250000 Penalty: 4888.252441
	Iteration 37Q: 3 clusters Score -3575388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3575388.250000 Penalty: 4888.252441
	Iteration 38F: 3 clusters Score -3575388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -216665.593750 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -216665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -214617.890625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -214617.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -214953.796875 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -214953.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -215073.265625 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -215073.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -215178.734375 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -215178.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -215321.687500 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -215321.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215480.265625 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -215480.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -215580.093750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -215580.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -215666.515625 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -215666.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -215767.062500 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -215767.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -215881.578125 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -215881.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -215955.515625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -215955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -216002.078125 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -216002.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216021.187500 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -216021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216038.750000 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -216038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216052.218750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -216052.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216065.187500 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -216065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216077.718750 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -216077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -216088.421875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -216088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -216094.218750 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -216094.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -216101.359375 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -216101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -216101.359375 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -216101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1708866.750000 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1708867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1701996.125000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1701996 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1703893.625000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1703894 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1704153.250000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1704153 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1704325.750000 Penalty: 4495.248047
	Iteration 3Q: 3 clusters Score -1704326 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1704480.250000 Penalty: 4495.248047
	Iteration 4Q: 3 clusters Score -1704480 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1704595.125000 Penalty: 4495.248047
	Iteration 5Q: 3 clusters Score -1704595 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1704695.000000 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -1704695 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1704785.125000 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1704785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1704870.125000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1704870 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1704955.250000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1704955 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1705043.000000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1705043 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1705141.875000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1705142 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1705257.000000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1705257 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1705386.500000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1705386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1705503.875000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1705504 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1705618.000000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1705618 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1705746.500000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1705746 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1705848.750000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1705849 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1705929.750000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1705930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1705994.000000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1705994 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1706058.750000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1706059 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1706116.125000 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1706116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1706169.000000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1706169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1706210.750000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1706211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1706244.250000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1706244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1706268.000000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1706268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1706282.625000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1706283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1706301.125000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1706301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1706305.250000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1706305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1706316.375000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1706316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1706323.750000 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1706324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1706336.000000 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1706336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1706344.625000 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1706345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1706356.250000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1706356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1706378.250000 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1706378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1706393.125000 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1706393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1706405.000000 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -1706405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1706413.875000 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -1706414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1706431.375000 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -1706431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1706445.000000 Penalty: 4495.248047
	Iteration 39Q: 3 clusters Score -1706445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1706451.000000 Penalty: 4495.248047
	Iteration 40F: 3 clusters Score -1706451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1706462.000000 Penalty: 4495.248047
	Iteration 41Q: 3 clusters Score -1706462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1706471.000000 Penalty: 4495.248047
	Iteration 42Q: 3 clusters Score -1706471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1706486.875000 Penalty: 4495.248047
	Iteration 43Q: 3 clusters Score -1706487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1706497.125000 Penalty: 4495.248047
	Iteration 44Q: 3 clusters Score -1706497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1706514.625000 Penalty: 4495.248047
	Iteration 45Q: 3 clusters Score -1706515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1706523.250000 Penalty: 4495.248047
	Iteration 46Q: 3 clusters Score -1706523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1706535.500000 Penalty: 4495.248047
	Iteration 47Q: 3 clusters Score -1706536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1706549.250000 Penalty: 4495.248047
	Iteration 48Q: 3 clusters Score -1706549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1706553.750000 Penalty: 4495.248047
	Iteration 49Q: 3 clusters Score -1706554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1706558.125000 Penalty: 4495.248047
	Iteration 50Q: 3 clusters Score -1706558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1706564.000000 Penalty: 4495.248047
	Iteration 51Q: 3 clusters Score -1706564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1706568.625000 Penalty: 4495.248047
	Iteration 52Q: 3 clusters Score -1706569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1706571.750000 Penalty: 4495.248047
	Iteration 53Q: 3 clusters Score -1706572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1706578.375000 Penalty: 4495.248047
	Iteration 54Q: 3 clusters Score -1706578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1706587.500000 Penalty: 4495.248047
	Iteration 55Q: 3 clusters Score -1706588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1706593.500000 Penalty: 4495.248047
	Iteration 56Q: 3 clusters Score -1706594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1706600.625000 Penalty: 4495.248047
	Iteration 57Q: 3 clusters Score -1706601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1706611.125000 Penalty: 4495.248047
	Iteration 58Q: 3 clusters Score -1706611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1706615.625000 Penalty: 4495.248047
	Iteration 59Q: 3 clusters Score -1706616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1706623.000000 Penalty: 4495.248047
	Iteration 60F: 3 clusters Score -1706623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1706625.625000 Penalty: 4495.248047
	Iteration 61Q: 3 clusters Score -1706626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1706629.750000 Penalty: 4495.248047
	Iteration 62Q: 3 clusters Score -1706630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1706631.500000 Penalty: 4495.248047
	Iteration 63Q: 3 clusters Score -1706632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1706637.250000 Penalty: 4495.248047
	Iteration 64Q: 3 clusters Score -1706637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1706637.375000 Penalty: 4495.248047
	Iteration 65Q: 3 clusters Score -1706637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1706641.000000 Penalty: 4495.248047
	Iteration 66Q: 3 clusters Score -1706641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1706646.750000 Penalty: 4495.248047
	Iteration 67Q: 3 clusters Score -1706647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1706646.625000 Penalty: 4495.248047
	Iteration 68Q: 3 clusters Score -1706647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1706645.250000 Penalty: 4495.248047
	Iteration 69Q: 3 clusters Score -1706645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1706648.750000 Penalty: 4495.248047
	Iteration 70Q: 3 clusters Score -1706649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1706649.375000 Penalty: 4495.248047
	Iteration 71Q: 3 clusters Score -1706649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1706652.375000 Penalty: 4495.248047
	Iteration 72Q: 3 clusters Score -1706652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1706658.000000 Penalty: 4495.248047
	Iteration 73Q: 3 clusters Score -1706658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1706657.750000 Penalty: 4495.248047
	Iteration 74Q: 3 clusters Score -1706658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1706658.750000 Penalty: 4495.248047
	Iteration 75Q: 3 clusters Score -1706659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1706660.500000 Penalty: 4495.248047
	Iteration 76Q: 3 clusters Score -1706660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1706658.625000 Penalty: 4495.248047
	Iteration 77Q: 3 clusters Score -1706659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1706662.125000 Penalty: 4495.248047
	Iteration 78Q: 3 clusters Score -1706662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1706665.125000 Penalty: 4495.248047
	Iteration 79Q: 3 clusters Score -1706665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1706667.625000 Penalty: 4495.248047
	Iteration 80F: 3 clusters Score -1706668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1706674.000000 Penalty: 4495.248047
	Iteration 81Q: 3 clusters Score -1706674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1706675.875000 Penalty: 4495.248047
	Iteration 82Q: 3 clusters Score -1706676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1706676.500000 Penalty: 4495.248047
	Iteration 83Q: 3 clusters Score -1706676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1706678.375000 Penalty: 4495.248047
	Iteration 84Q: 3 clusters Score -1706678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1706682.000000 Penalty: 4495.248047
	Iteration 85Q: 3 clusters Score -1706682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1706682.500000 Penalty: 4495.248047
	Iteration 86Q: 3 clusters Score -1706682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1706686.375000 Penalty: 4495.248047
	Iteration 87Q: 3 clusters Score -1706686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1706688.625000 Penalty: 4495.248047
	Iteration 88Q: 3 clusters Score -1706689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1706686.000000 Penalty: 4495.248047
	Iteration 89Q: 3 clusters Score -1706686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1706690.750000 Penalty: 4495.248047
	Iteration 90Q: 3 clusters Score -1706691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1706689.125000 Penalty: 4495.248047
	Iteration 91Q: 3 clusters Score -1706689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1706692.750000 Penalty: 4495.248047
	Iteration 92Q: 3 clusters Score -1706693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1706690.625000 Penalty: 4495.248047
	Iteration 93Q: 3 clusters Score -1706691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1706690.750000 Penalty: 4495.248047
	Iteration 94Q: 3 clusters Score -1706691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1706690.750000 Penalty: 4495.248047
	Iteration 95F: 3 clusters Score -1706691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17526.884766 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17526.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -17696.359375 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17696.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -17765.587891 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17765.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -17775.806641 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17775.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -17775.806641 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -17775.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -908113.125000 Penalty: 2109.370361
	Iteration 0F: 2 clusters Score -908113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -903647.125000 Penalty: 4218.740723
	Iteration 0F: 3 clusters Score -903647.1 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -904760.562500 Penalty: 4218.740723
	Iteration 1F: 3 clusters Score -904760.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -905023.937500 Penalty: 4218.740723
	Iteration 2F: 3 clusters Score -905023.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -905244.562500 Penalty: 4218.740723
	Iteration 3F: 3 clusters Score -905244.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -905427.375000 Penalty: 4218.740723
	Iteration 4F: 3 clusters Score -905427.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -905567.250000 Penalty: 4218.740723
	Iteration 5Q: 3 clusters Score -905567.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -905667.187500 Penalty: 4218.740723
	Iteration 6Q: 3 clusters Score -905667.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -905771.375000 Penalty: 4218.740723
	Iteration 7Q: 3 clusters Score -905771.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -905856.812500 Penalty: 4218.740723
	Iteration 8Q: 3 clusters Score -905856.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -905923.875000 Penalty: 4218.740723
	Iteration 9Q: 3 clusters Score -905923.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -905976.875000 Penalty: 4218.740723
	Iteration 10Q: 3 clusters Score -905976.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -906013.687500 Penalty: 4218.740723
	Iteration 11Q: 3 clusters Score -906013.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -906043.500000 Penalty: 4218.740723
	Iteration 12Q: 3 clusters Score -906043.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -906064.625000 Penalty: 4218.740723
	Iteration 13Q: 3 clusters Score -906064.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -906082.812500 Penalty: 4218.740723
	Iteration 14Q: 3 clusters Score -906082.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -906098.625000 Penalty: 4218.740723
	Iteration 15Q: 3 clusters Score -906098.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -906112.875000 Penalty: 4218.740723
	Iteration 16Q: 3 clusters Score -906112.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -906129.875000 Penalty: 4218.740723
	Iteration 17Q: 3 clusters Score -906129.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -906139.187500 Penalty: 4218.740723
	Iteration 18Q: 3 clusters Score -906139.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -906149.125000 Penalty: 4218.740723
	Iteration 19Q: 3 clusters Score -906149.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -906155.312500 Penalty: 4218.740723
	Iteration 20F: 3 clusters Score -906155.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -906159.000000 Penalty: 4218.740723
	Iteration 21Q: 3 clusters Score -906159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -906162.500000 Penalty: 4218.740723
	Iteration 22Q: 3 clusters Score -906162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -906171.500000 Penalty: 4218.740723
	Iteration 23Q: 3 clusters Score -906171.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -906177.125000 Penalty: 4218.740723
	Iteration 24Q: 3 clusters Score -906177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -906183.625000 Penalty: 4218.740723
	Iteration 25Q: 3 clusters Score -906183.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -906193.062500 Penalty: 4218.740723
	Iteration 26Q: 3 clusters Score -906193.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -906201.062500 Penalty: 4218.740723
	Iteration 27Q: 3 clusters Score -906201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -906208.312500 Penalty: 4218.740723
	Iteration 28Q: 3 clusters Score -906208.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -906217.125000 Penalty: 4218.740723
	Iteration 29Q: 3 clusters Score -906217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -906222.187500 Penalty: 4218.740723
	Iteration 30Q: 3 clusters Score -906222.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -906227.375000 Penalty: 4218.740723
	Iteration 31Q: 3 clusters Score -906227.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -906232.562500 Penalty: 4218.740723
	Iteration 32Q: 3 clusters Score -906232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -906237.062500 Penalty: 4218.740723
	Iteration 33Q: 3 clusters Score -906237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -906241.562500 Penalty: 4218.740723
	Iteration 34Q: 3 clusters Score -906241.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -906244.437500 Penalty: 4218.740723
	Iteration 35Q: 3 clusters Score -906244.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -906249.750000 Penalty: 4218.740723
	Iteration 36Q: 3 clusters Score -906249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -906252.562500 Penalty: 4218.740723
	Iteration 37Q: 3 clusters Score -906252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -906255.812500 Penalty: 4218.740723
	Iteration 38Q: 3 clusters Score -906255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -906258.187500 Penalty: 4218.740723
	Iteration 39Q: 3 clusters Score -906258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -906259.375000 Penalty: 4218.740723
	Iteration 40F: 3 clusters Score -906259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -906259.687500 Penalty: 4218.740723
	Iteration 41Q: 3 clusters Score -906259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -906260.187500 Penalty: 4218.740723
	Iteration 42Q: 3 clusters Score -906260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -906260.000000 Penalty: 4218.740723
	Iteration 43Q: 3 clusters Score -906260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -906261.125000 Penalty: 4218.740723
	Iteration 44Q: 3 clusters Score -906261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -906261.312500 Penalty: 4218.740723
	Iteration 45Q: 3 clusters Score -906261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -906261.312500 Penalty: 4218.740723
	Iteration 46F: 3 clusters Score -906261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Entering Unmasked Estep 
Score: -2379052.500000 Penalty: 2329.524658
	Iteration 0F: 2 clusters Score -2379052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2370365.750000 Penalty: 4659.049316
	Iteration 0F: 3 clusters Score -2370366 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2372978.250000 Penalty: 4659.049316
	Iteration 1F: 3 clusters Score -2372978 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2373308.750000 Penalty: 4659.049316
	Iteration 2F: 3 clusters Score -2373309 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2373568.500000 Penalty: 4659.049316
	Iteration 3F: 3 clusters Score -2373568 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2373767.250000 Penalty: 4659.049316
	Iteration 4Q: 3 clusters Score -2373767 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2373974.750000 Penalty: 4659.049316
	Iteration 5Q: 3 clusters Score -2373975 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2374226.500000 Penalty: 4659.049316
	Iteration 6Q: 3 clusters Score -2374226 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2374492.000000 Penalty: 4659.049316
	Iteration 7Q: 3 clusters Score -2374492 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2374856.000000 Penalty: 4659.049316
	Iteration 8Q: 3 clusters Score -2374856 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2375311.250000 Penalty: 4659.049316
	Iteration 9F: 3 clusters Score -2375311 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2375824.250000 Penalty: 4659.049316
	Iteration 10F: 3 clusters Score -2375824 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2376343.250000 Penalty: 4659.049316
	Iteration 11F: 3 clusters Score -2376343 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2376703.500000 Penalty: 4659.049316
	Iteration 12Q: 3 clusters Score -2376704 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2376934.500000 Penalty: 4659.049316
	Iteration 13Q: 3 clusters Score -2376934 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2377060.750000 Penalty: 4659.049316
	Iteration 14Q: 3 clusters Score -2377061 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2377139.000000 Penalty: 4659.049316
	Iteration 15Q: 3 clusters Score -2377139 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2377186.000000 Penalty: 4659.049316
	Iteration 16Q: 3 clusters Score -2377186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2377219.250000 Penalty: 4659.049316
	Iteration 17Q: 3 clusters Score -2377219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2377222.750000 Penalty: 4659.049316
	Iteration 18Q: 3 clusters Score -2377223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2377234.500000 Penalty: 4659.049316
	Iteration 19Q: 3 clusters Score -2377234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2377240.500000 Penalty: 4659.049316
	Iteration 20F: 3 clusters Score -2377240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2377240.000000 Penalty: 4659.049316
	Iteration 21Q: 3 clusters Score -2377240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2377248.000000 Penalty: 4659.049316
	Iteration 22Q: 3 clusters Score -2377248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2377245.750000 Penalty: 4659.049316
	Iteration 23Q: 3 clusters Score -2377246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2377255.500000 Penalty: 4659.049316
	Iteration 24Q: 3 clusters Score -2377256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2377266.250000 Penalty: 4659.049316
	Iteration 25Q: 3 clusters Score -2377266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2377270.750000 Penalty: 4659.049316
	Iteration 26Q: 3 clusters Score -2377271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2377272.250000 Penalty: 4659.049316
	Iteration 27Q: 3 clusters Score -2377272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2377271.500000 Penalty: 4659.049316
	Iteration 28Q: 3 clusters Score -2377272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2377273.250000 Penalty: 4659.049316
	Iteration 29Q: 3 clusters Score -2377273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2377277.250000 Penalty: 4659.049316
	Iteration 30Q: 3 clusters Score -2377277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2377276.250000 Penalty: 4659.049316
	Iteration 31Q: 3 clusters Score -2377276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2377284.500000 Penalty: 4659.049316
	Iteration 32Q: 3 clusters Score -2377284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2377292.000000 Penalty: 4659.049316
	Iteration 33Q: 3 clusters Score -2377292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2377295.500000 Penalty: 4659.049316
	Iteration 34Q: 3 clusters Score -2377296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2377300.000000 Penalty: 4659.049316
	Iteration 35Q: 3 clusters Score -2377300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2377303.000000 Penalty: 4659.049316
	Iteration 36Q: 3 clusters Score -2377303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2377314.250000 Penalty: 4659.049316
	Iteration 37Q: 3 clusters Score -2377314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2377311.250000 Penalty: 4659.049316
	Iteration 38Q: 3 clusters Score -2377311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2377320.500000 Penalty: 4659.049316
	Iteration 39Q: 3 clusters Score -2377320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2377318.250000 Penalty: 4659.049316
	Iteration 40F: 3 clusters Score -2377318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2377314.750000 Penalty: 4659.049316
	Iteration 41Q: 3 clusters Score -2377315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2377314.500000 Penalty: 4659.049316
	Iteration 42Q: 3 clusters Score -2377314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2377319.250000 Penalty: 4659.049316
	Iteration 43Q: 3 clusters Score -2377319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2377324.750000 Penalty: 4659.049316
	Iteration 44Q: 3 clusters Score -2377325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2377332.750000 Penalty: 4659.049316
	Iteration 45Q: 3 clusters Score -2377333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2377325.000000 Penalty: 4659.049316
	Iteration 46Q: 3 clusters Score -2377325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2377331.750000 Penalty: 4659.049316
	Iteration 47Q: 3 clusters Score -2377332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2377338.500000 Penalty: 4659.049316
	Iteration 48Q: 3 clusters Score -2377338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2377338.750000 Penalty: 4659.049316
	Iteration 49Q: 3 clusters Score -2377339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2377334.000000 Penalty: 4659.049316
	Iteration 50Q: 3 clusters Score -2377334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2377333.750000 Penalty: 4659.049316
	Iteration 51Q: 3 clusters Score -2377334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2377338.000000 Penalty: 4659.049316
	Iteration 52Q: 3 clusters Score -2377338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2377336.500000 Penalty: 4659.049316
	Iteration 53Q: 3 clusters Score -2377336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2377340.500000 Penalty: 4659.049316
	Iteration 54Q: 3 clusters Score -2377340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2377337.250000 Penalty: 4659.049316
	Iteration 55Q: 3 clusters Score -2377337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2377335.750000 Penalty: 4659.049316
	Iteration 56Q: 3 clusters Score -2377336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2377334.750000 Penalty: 4659.049316
	Iteration 57Q: 3 clusters Score -2377335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2377335.500000 Penalty: 4659.049316
	Iteration 58Q: 3 clusters Score -2377336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2377338.750000 Penalty: 4659.049316
	Iteration 59Q: 3 clusters Score -2377339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2377333.000000 Penalty: 4659.049316
	Iteration 60F: 3 clusters Score -2377333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2377339.250000 Penalty: 4659.049316
	Iteration 61Q: 3 clusters Score -2377339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2377341.500000 Penalty: 4659.049316
	Iteration 62Q: 3 clusters Score -2377342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2377340.000000 Penalty: 4659.049316
	Iteration 63Q: 3 clusters Score -2377340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2377348.250000 Penalty: 4659.049316
	Iteration 64Q: 3 clusters Score -2377348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2377340.250000 Penalty: 4659.049316
	Iteration 65Q: 3 clusters Score -2377340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2377343.000000 Penalty: 4659.049316
	Iteration 66Q: 3 clusters Score -2377343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2377336.500000 Penalty: 4659.049316
	Iteration 67Q: 3 clusters Score -2377336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2377334.500000 Penalty: 4659.049316
	Iteration 68Q: 3 clusters Score -2377334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2377338.000000 Penalty: 4659.049316
	Iteration 69Q: 3 clusters Score -2377338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2377341.500000 Penalty: 4659.049316
	Iteration 70Q: 3 clusters Score -2377342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2377339.250000 Penalty: 4659.049316
	Iteration 71Q: 3 clusters Score -2377339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2377336.750000 Penalty: 4659.049316
	Iteration 72Q: 3 clusters Score -2377337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2377342.500000 Penalty: 4659.049316
	Iteration 73Q: 3 clusters Score -2377342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2377342.250000 Penalty: 4659.049316
	Iteration 74Q: 3 clusters Score -2377342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2377350.000000 Penalty: 4659.049316
	Iteration 75Q: 3 clusters Score -2377350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2377341.000000 Penalty: 4659.049316
	Iteration 76Q: 3 clusters Score -2377341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2377340.750000 Penalty: 4659.049316
	Iteration 77Q: 3 clusters Score -2377341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2377340.500000 Penalty: 4659.049316
	Iteration 78Q: 3 clusters Score -2377340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2377342.500000 Penalty: 4659.049316
	Iteration 79Q: 3 clusters Score -2377342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2377345.250000 Penalty: 4659.049316
	Iteration 80F: 3 clusters Score -2377345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2377341.750000 Penalty: 4659.049316
	Iteration 81Q: 3 clusters Score -2377342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2377335.500000 Penalty: 4659.049316
	Iteration 82Q: 3 clusters Score -2377336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2377332.250000 Penalty: 4659.049316
	Iteration 83Q: 3 clusters Score -2377332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2377335.750000 Penalty: 4659.049316
	Iteration 84Q: 3 clusters Score -2377336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2377332.500000 Penalty: 4659.049316
	Iteration 85Q: 3 clusters Score -2377332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2377335.250000 Penalty: 4659.049316
	Iteration 86Q: 3 clusters Score -2377335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2377338.000000 Penalty: 4659.049316
	Iteration 87Q: 3 clusters Score -2377338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2377338.000000 Penalty: 4659.049316
	Iteration 88Q: 3 clusters Score -2377338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2377340.750000 Penalty: 4659.049316
	Iteration 89Q: 3 clusters Score -2377341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2377340.500000 Penalty: 4659.049316
	Iteration 90Q: 3 clusters Score -2377340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2377336.250000 Penalty: 4659.049316
	Iteration 91Q: 3 clusters Score -2377336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2377331.500000 Penalty: 4659.049316
	Iteration 92Q: 3 clusters Score -2377332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2377336.250000 Penalty: 4659.049316
	Iteration 93Q: 3 clusters Score -2377336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2377333.750000 Penalty: 4659.049316
	Iteration 94Q: 3 clusters Score -2377334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2377337.500000 Penalty: 4659.049316
	Iteration 95Q: 3 clusters Score -2377338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2377336.500000 Penalty: 4659.049316
	Iteration 96Q: 3 clusters Score -2377336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2377343.750000 Penalty: 4659.049316
	Iteration 97Q: 3 clusters Score -2377344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2377340.500000 Penalty: 4659.049316
	Iteration 98Q: 3 clusters Score -2377340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2377340.500000 Penalty: 4659.049316
	Iteration 99Q: 3 clusters Score -2377340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2377332.500000 Penalty: 4659.049316
	Iteration 100F: 3 clusters Score -2377332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2377339.500000 Penalty: 4659.049316
	Iteration 101Q: 3 clusters Score -2377340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2377338.750000 Penalty: 4659.049316
	Iteration 102Q: 3 clusters Score -2377339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2377346.750000 Penalty: 4659.049316
	Iteration 103Q: 3 clusters Score -2377347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2377349.750000 Penalty: 4659.049316
	Iteration 104Q: 3 clusters Score -2377350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2377348.750000 Penalty: 4659.049316
	Iteration 105Q: 3 clusters Score -2377349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2377347.750000 Penalty: 4659.049316
	Iteration 106Q: 3 clusters Score -2377348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2377348.250000 Penalty: 4659.049316
	Iteration 107Q: 3 clusters Score -2377348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2377352.500000 Penalty: 4659.049316
	Iteration 108Q: 3 clusters Score -2377352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2377360.250000 Penalty: 4659.049316
	Iteration 109Q: 3 clusters Score -2377360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2377358.000000 Penalty: 4659.049316
	Iteration 110Q: 3 clusters Score -2377358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2377356.500000 Penalty: 4659.049316
	Iteration 111Q: 3 clusters Score -2377356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2377355.000000 Penalty: 4659.049316
	Iteration 112Q: 3 clusters Score -2377355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2377353.000000 Penalty: 4659.049316
	Iteration 113Q: 3 clusters Score -2377353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2377358.250000 Penalty: 4659.049316
	Iteration 114Q: 3 clusters Score -2377358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2377354.000000 Penalty: 4659.049316
	Iteration 115Q: 3 clusters Score -2377354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2377354.000000 Penalty: 4659.049316
	Iteration 116Q: 3 clusters Score -2377354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2377356.250000 Penalty: 4659.049316
	Iteration 117Q: 3 clusters Score -2377356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2377357.500000 Penalty: 4659.049316
	Iteration 118Q: 3 clusters Score -2377358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2377358.000000 Penalty: 4659.049316
	Iteration 119Q: 3 clusters Score -2377358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2377361.500000 Penalty: 4659.049316
	Iteration 120F: 3 clusters Score -2377362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2377366.250000 Penalty: 4659.049316
	Iteration 121Q: 3 clusters Score -2377366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2377365.250000 Penalty: 4659.049316
	Iteration 122Q: 3 clusters Score -2377365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2377369.250000 Penalty: 4659.049316
	Iteration 123Q: 3 clusters Score -2377369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2377367.750000 Penalty: 4659.049316
	Iteration 124Q: 3 clusters Score -2377368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2377369.000000 Penalty: 4659.049316
	Iteration 125Q: 3 clusters Score -2377369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2377374.750000 Penalty: 4659.049316
	Iteration 126Q: 3 clusters Score -2377375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2377376.250000 Penalty: 4659.049316
	Iteration 127Q: 3 clusters Score -2377376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2377374.750000 Penalty: 4659.049316
	Iteration 128Q: 3 clusters Score -2377375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2377372.750000 Penalty: 4659.049316
	Iteration 129Q: 3 clusters Score -2377373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2377378.250000 Penalty: 4659.049316
	Iteration 130Q: 3 clusters Score -2377378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2377373.750000 Penalty: 4659.049316
	Iteration 131Q: 3 clusters Score -2377374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2377370.500000 Penalty: 4659.049316
	Iteration 132Q: 3 clusters Score -2377370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2377373.250000 Penalty: 4659.049316
	Iteration 133Q: 3 clusters Score -2377373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2377375.000000 Penalty: 4659.049316
	Iteration 134Q: 3 clusters Score -2377375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2377374.250000 Penalty: 4659.049316
	Iteration 135Q: 3 clusters Score -2377374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2377373.500000 Penalty: 4659.049316
	Iteration 136Q: 3 clusters Score -2377374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2377373.500000 Penalty: 4659.049316
	Iteration 137Q: 3 clusters Score -2377374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2377373.250000 Penalty: 4659.049316
	Iteration 138Q: 3 clusters Score -2377373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2377376.000000 Penalty: 4659.049316
	Iteration 139Q: 3 clusters Score -2377376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2377376.000000 Penalty: 4659.049316
	Iteration 140F: 3 clusters Score -2377376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Entering Unmasked Estep 
Score: -3537567.000000 Penalty: 2441.325928
	Iteration 0F: 2 clusters Score -3537567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3524381.500000 Penalty: 4882.651855
	Iteration 0F: 3 clusters Score -3524382 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3528650.000000 Penalty: 4882.651855
	Iteration 1F: 3 clusters Score -3528650 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3529005.250000 Penalty: 4882.651855
	Iteration 2F: 3 clusters Score -3529005 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3529282.750000 Penalty: 4882.651855
	Iteration 3Q: 3 clusters Score -3529283 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3529512.000000 Penalty: 4882.651855
	Iteration 4Q: 3 clusters Score -3529512 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3529674.000000 Penalty: 4882.651855
	Iteration 5Q: 3 clusters Score -3529674 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3529828.750000 Penalty: 4882.651855
	Iteration 6Q: 3 clusters Score -3529829 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3529964.000000 Penalty: 4882.651855
	Iteration 7Q: 3 clusters Score -3529964 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3530127.500000 Penalty: 4882.651855
	Iteration 8Q: 3 clusters Score -3530128 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3530324.000000 Penalty: 4882.651855
	Iteration 9Q: 3 clusters Score -3530324 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3530561.250000 Penalty: 4882.651855
	Iteration 10Q: 3 clusters Score -3530561 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3530894.750000 Penalty: 4882.651855
	Iteration 11Q: 3 clusters Score -3530895 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3531307.500000 Penalty: 4882.651855
	Iteration 12Q: 3 clusters Score -3531308 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3531795.750000 Penalty: 4882.651855
	Iteration 13Q: 3 clusters Score -3531796 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3532289.750000 Penalty: 4882.651855
	Iteration 14Q: 3 clusters Score -3532290 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3532875.500000 Penalty: 4882.651855
	Iteration 15Q: 3 clusters Score -3532876 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3533425.750000 Penalty: 4882.651855
	Iteration 16Q: 3 clusters Score -3533426 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3533913.000000 Penalty: 4882.651855
	Iteration 17Q: 3 clusters Score -3533913 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3534364.750000 Penalty: 4882.651855
	Iteration 18Q: 3 clusters Score -3534365 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3534705.750000 Penalty: 4882.651855
	Iteration 19Q: 3 clusters Score -3534706 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3535006.500000 Penalty: 4882.651855
	Iteration 20F: 3 clusters Score -3535006 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3535183.750000 Penalty: 4882.651855
	Iteration 21Q: 3 clusters Score -3535184 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3535308.250000 Penalty: 4882.651855
	Iteration 22Q: 3 clusters Score -3535308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3535397.000000 Penalty: 4882.651855
	Iteration 23Q: 3 clusters Score -3535397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3535449.750000 Penalty: 4882.651855
	Iteration 24Q: 3 clusters Score -3535450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3535477.500000 Penalty: 4882.651855
	Iteration 25Q: 3 clusters Score -3535478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3535505.250000 Penalty: 4882.651855
	Iteration 26Q: 3 clusters Score -3535505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3535515.250000 Penalty: 4882.651855
	Iteration 27Q: 3 clusters Score -3535515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3535527.500000 Penalty: 4882.651855
	Iteration 28Q: 3 clusters Score -3535528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3535550.250000 Penalty: 4882.651855
	Iteration 29Q: 3 clusters Score -3535550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3535551.500000 Penalty: 4882.651855
	Iteration 30Q: 3 clusters Score -3535552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3535559.000000 Penalty: 4882.651855
	Iteration 31Q: 3 clusters Score -3535559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3535565.500000 Penalty: 4882.651855
	Iteration 32Q: 3 clusters Score -3535566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3535564.500000 Penalty: 4882.651855
	Iteration 33Q: 3 clusters Score -3535564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3535564.500000 Penalty: 4882.651855
	Iteration 34F: 3 clusters Score -3535564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -4127022.000000 Penalty: 2483.716064
	Iteration 0F: 2 clusters Score -4127022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4111465.500000 Penalty: 4967.432129
	Iteration 0F: 3 clusters Score -4111466 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -4116720.500000 Penalty: 4967.432129
	Iteration 1F: 3 clusters Score -4116720 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4117057.750000 Penalty: 4967.432129
	Iteration 2Q: 3 clusters Score -4117058 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4117327.250000 Penalty: 4967.432129
	Iteration 3Q: 3 clusters Score -4117327 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4117631.000000 Penalty: 4967.432129
	Iteration 4Q: 3 clusters Score -4117631 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4117942.000000 Penalty: 4967.432129
	Iteration 5Q: 3 clusters Score -4117942 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4118313.250000 Penalty: 4967.432129
	Iteration 6Q: 3 clusters Score -4118313 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4118745.000000 Penalty: 4967.432129
	Iteration 7Q: 3 clusters Score -4118745 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4119327.000000 Penalty: 4967.432129
	Iteration 8F: 3 clusters Score -4119327 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4120079.750000 Penalty: 4967.432129
	Iteration 9F: 3 clusters Score -4120080 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4120947.750000 Penalty: 4967.432129
	Iteration 10F: 3 clusters Score -4120948 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4121935.250000 Penalty: 4967.432129
	Iteration 11F: 3 clusters Score -4121935 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4122884.750000 Penalty: 4967.432129
	Iteration 12Q: 3 clusters Score -4122885 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4123697.000000 Penalty: 4967.432129
	Iteration 13Q: 3 clusters Score -4123697 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4124230.250000 Penalty: 4967.432129
	Iteration 14Q: 3 clusters Score -4124230 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4124575.750000 Penalty: 4967.432129
	Iteration 15Q: 3 clusters Score -4124576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4124725.250000 Penalty: 4967.432129
	Iteration 16Q: 3 clusters Score -4124725 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4124821.250000 Penalty: 4967.432129
	Iteration 17Q: 3 clusters Score -4124821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4124889.000000 Penalty: 4967.432129
	Iteration 18Q: 3 clusters Score -4124889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4124933.500000 Penalty: 4967.432129
	Iteration 19Q: 3 clusters Score -4124934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4124955.000000 Penalty: 4967.432129
	Iteration 20F: 3 clusters Score -4124955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4124989.250000 Penalty: 4967.432129
	Iteration 21Q: 3 clusters Score -4124989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4125011.500000 Penalty: 4967.432129
	Iteration 22Q: 3 clusters Score -4125012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4125024.500000 Penalty: 4967.432129
	Iteration 23Q: 3 clusters Score -4125024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4125025.750000 Penalty: 4967.432129
	Iteration 24Q: 3 clusters Score -4125026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4125027.500000 Penalty: 4967.432129
	Iteration 25Q: 3 clusters Score -4125028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4125025.500000 Penalty: 4967.432129
	Iteration 26Q: 3 clusters Score -4125026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4125032.250000 Penalty: 4967.432129
	Iteration 27Q: 3 clusters Score -4125032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4125028.250000 Penalty: 4967.432129
	Iteration 28Q: 3 clusters Score -4125028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4125033.000000 Penalty: 4967.432129
	Iteration 29Q: 3 clusters Score -4125033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4125032.250000 Penalty: 4967.432129
	Iteration 30Q: 3 clusters Score -4125032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4125032.250000 Penalty: 4967.432129
	Iteration 31F: 3 clusters Score -4125032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Entering Unmasked Estep 
Score: -3800218.250000 Penalty: 2458.986328
	Iteration 0F: 2 clusters Score -3800218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3786553.750000 Penalty: 4917.972656
	Iteration 0F: 3 clusters Score -3786554 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3791406.000000 Penalty: 4917.972656
	Iteration 1F: 3 clusters Score -3791406 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3791800.000000 Penalty: 4917.972656
	Iteration 2F: 3 clusters Score -3791800 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3792130.250000 Penalty: 4917.972656
	Iteration 3Q: 3 clusters Score -3792130 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3792515.750000 Penalty: 4917.972656
	Iteration 4Q: 3 clusters Score -3792516 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -3792911.750000 Penalty: 4917.972656
	Iteration 5Q: 3 clusters Score -3792912 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3793445.250000 Penalty: 4917.972656
	Iteration 6Q: 3 clusters Score -3793445 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3794138.750000 Penalty: 4917.972656
	Iteration 7F: 3 clusters Score -3794139 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3795060.000000 Penalty: 4917.972656
	Iteration 8F: 3 clusters Score -3795060 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3796097.750000 Penalty: 4917.972656
	Iteration 9F: 3 clusters Score -3796098 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3796963.750000 Penalty: 4917.972656
	Iteration 10F: 3 clusters Score -3796964 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3797489.500000 Penalty: 4917.972656
	Iteration 11Q: 3 clusters Score -3797490 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3797755.250000 Penalty: 4917.972656
	Iteration 12Q: 3 clusters Score -3797755 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3797905.000000 Penalty: 4917.972656
	Iteration 13Q: 3 clusters Score -3797905 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3797996.750000 Penalty: 4917.972656
	Iteration 14Q: 3 clusters Score -3797997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3798035.750000 Penalty: 4917.972656
	Iteration 15Q: 3 clusters Score -3798036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3798056.500000 Penalty: 4917.972656
	Iteration 16Q: 3 clusters Score -3798056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3798062.000000 Penalty: 4917.972656
	Iteration 17Q: 3 clusters Score -3798062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3798068.500000 Penalty: 4917.972656
	Iteration 18Q: 3 clusters Score -3798068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3798078.000000 Penalty: 4917.972656
	Iteration 19Q: 3 clusters Score -3798078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3798078.750000 Penalty: 4917.972656
	Iteration 20F: 3 clusters Score -3798079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3798082.250000 Penalty: 4917.972656
	Iteration 21Q: 3 clusters Score -3798082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3798082.250000 Penalty: 4917.972656
	Iteration 22F: 3 clusters Score -3798082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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: -51776.914062 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51776.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51905.667969 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51905.67 nChanged 11
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: -51937.472656 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51937.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51945.777344 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51945.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51945.777344 Penalty: 2873.334717
	Iteration 4F: 3 clusters Score -51945.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Entering Unmasked Estep 
Score: -3858125.750000 Penalty: 2465.350098
	Iteration 0F: 2 clusters Score -3858126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3844183.500000 Penalty: 4930.700195
	Iteration 0F: 3 clusters Score -3844184 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3849135.000000 Penalty: 4930.700195
	Iteration 1F: 3 clusters Score -3849135 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3849565.500000 Penalty: 4930.700195
	Iteration 2F: 3 clusters Score -3849566 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3849989.750000 Penalty: 4930.700195
	Iteration 3Q: 3 clusters Score -3849990 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3850416.250000 Penalty: 4930.700195
	Iteration 4Q: 3 clusters Score -3850416 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3850950.500000 Penalty: 4930.700195
	Iteration 5Q: 3 clusters Score -3850950 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3851572.500000 Penalty: 4930.700195
	Iteration 6F: 3 clusters Score -3851572 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3852342.750000 Penalty: 4930.700195
	Iteration 7F: 3 clusters Score -3852343 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3853197.500000 Penalty: 4930.700195
	Iteration 8F: 3 clusters Score -3853198 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3854065.750000 Penalty: 4930.700195
	Iteration 9Q: 3 clusters Score -3854066 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3854810.250000 Penalty: 4930.700195
	Iteration 10Q: 3 clusters Score -3854810 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3855328.250000 Penalty: 4930.700195
	Iteration 11Q: 3 clusters Score -3855328 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3855660.000000 Penalty: 4930.700195
	Iteration 12Q: 3 clusters Score -3855660 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3855829.500000 Penalty: 4930.700195
	Iteration 13Q: 3 clusters Score -3855830 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3855961.000000 Penalty: 4930.700195
	Iteration 14Q: 3 clusters Score -3855961 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3856040.250000 Penalty: 4930.700195
	Iteration 15Q: 3 clusters Score -3856040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3856078.000000 Penalty: 4930.700195
	Iteration 16Q: 3 clusters Score -3856078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3856099.250000 Penalty: 4930.700195
	Iteration 17Q: 3 clusters Score -3856099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3856123.000000 Penalty: 4930.700195
	Iteration 18Q: 3 clusters Score -3856123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3856145.250000 Penalty: 4930.700195
	Iteration 19Q: 3 clusters Score -3856145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3856165.000000 Penalty: 4930.700195
	Iteration 20F: 3 clusters Score -3856165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3856173.500000 Penalty: 4930.700195
	Iteration 21Q: 3 clusters Score -3856174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3856180.250000 Penalty: 4930.700195
	Iteration 22Q: 3 clusters Score -3856180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3856186.250000 Penalty: 4930.700195
	Iteration 23Q: 3 clusters Score -3856186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3856194.250000 Penalty: 4930.700195
	Iteration 24Q: 3 clusters Score -3856194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3856194.250000 Penalty: 4930.700195
	Iteration 25Q: 3 clusters Score -3856194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3856199.750000 Penalty: 4930.700195
	Iteration 26Q: 3 clusters Score -3856200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3856201.750000 Penalty: 4930.700195
	Iteration 27Q: 3 clusters Score -3856202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3856201.250000 Penalty: 4930.700195
	Iteration 28Q: 3 clusters Score -3856201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3856197.250000 Penalty: 4930.700195
	Iteration 29Q: 3 clusters Score -3856197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3856199.750000 Penalty: 4930.700195
	Iteration 30Q: 3 clusters Score -3856200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3856198.500000 Penalty: 4930.700195
	Iteration 31Q: 3 clusters Score -3856198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3856196.500000 Penalty: 4930.700195
	Iteration 32Q: 3 clusters Score -3856196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3856196.000000 Penalty: 4930.700195
	Iteration 33Q: 3 clusters Score -3856196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3856197.750000 Penalty: 4930.700195
	Iteration 34Q: 3 clusters Score -3856198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3856197.750000 Penalty: 4930.700195
	Iteration 35F: 3 clusters Score -3856198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -3906508.500000 Penalty: 2450.953369
	Iteration 0F: 2 clusters Score -3906508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -3894997.500000 Penalty: 4901.906738
	Iteration 0F: 3 clusters Score -3894998 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3899555.500000 Penalty: 4901.906738
	Iteration 1F: 3 clusters Score -3899556 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3899893.250000 Penalty: 4901.906738
	Iteration 2F: 3 clusters Score -3899893 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3900138.750000 Penalty: 4901.906738
	Iteration 3Q: 3 clusters Score -3900139 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3900372.750000 Penalty: 4901.906738
	Iteration 4Q: 3 clusters Score -3900373 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3900596.750000 Penalty: 4901.906738
	Iteration 5Q: 3 clusters Score -3900597 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3900809.500000 Penalty: 4901.906738
	Iteration 6Q: 3 clusters Score -3900810 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3901078.750000 Penalty: 4901.906738
	Iteration 7Q: 3 clusters Score -3901079 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3901435.000000 Penalty: 4901.906738
	Iteration 8Q: 3 clusters Score -3901435 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3901911.500000 Penalty: 4901.906738
	Iteration 9Q: 3 clusters Score -3901912 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3902520.000000 Penalty: 4901.906738
	Iteration 10F: 3 clusters Score -3902520 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3903068.000000 Penalty: 4901.906738
	Iteration 11F: 3 clusters Score -3903068 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3903584.750000 Penalty: 4901.906738
	Iteration 12Q: 3 clusters Score -3903585 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -3903935.750000 Penalty: 4901.906738
	Iteration 13Q: 3 clusters Score -3903936 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3904208.250000 Penalty: 4901.906738
	Iteration 14Q: 3 clusters Score -3904208 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3904435.000000 Penalty: 4901.906738
	Iteration 15Q: 3 clusters Score -3904435 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3904638.500000 Penalty: 4901.906738
	Iteration 16Q: 3 clusters Score -3904638 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3904912.500000 Penalty: 4901.906738
	Iteration 17Q: 3 clusters Score -3904912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3905121.000000 Penalty: 4901.906738
	Iteration 18Q: 3 clusters Score -3905121 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3905332.500000 Penalty: 4901.906738
	Iteration 19Q: 3 clusters Score -3905332 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3905507.500000 Penalty: 4901.906738
	Iteration 20F: 3 clusters Score -3905508 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3905648.500000 Penalty: 4901.906738
	Iteration 21Q: 3 clusters Score -3905648 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3905715.500000 Penalty: 4901.906738
	Iteration 22Q: 3 clusters Score -3905716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3905751.250000 Penalty: 4901.906738
	Iteration 23Q: 3 clusters Score -3905751 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3905774.750000 Penalty: 4901.906738
	Iteration 24Q: 3 clusters Score -3905775 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3905770.500000 Penalty: 4901.906738
	Iteration 25Q: 3 clusters Score -3905770 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3905749.750000 Penalty: 4901.906738
	Iteration 26Q: 3 clusters Score -3905750 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3905665.500000 Penalty: 4901.906738
	Iteration 27Q: 3 clusters Score -3905666 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3905609.250000 Penalty: 4901.906738
	Iteration 28Q: 3 clusters Score -3905609 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3905531.750000 Penalty: 4901.906738
	Iteration 29Q: 3 clusters Score -3905532 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3905482.250000 Penalty: 4901.906738
	Iteration 30Q: 3 clusters Score -3905482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3905409.750000 Penalty: 4901.906738
	Iteration 31Q: 3 clusters Score -3905410 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3905371.750000 Penalty: 4901.906738
	Iteration 32Q: 3 clusters Score -3905372 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3905343.250000 Penalty: 4901.906738
	Iteration 33Q: 3 clusters Score -3905343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3905309.750000 Penalty: 4901.906738
	Iteration 34Q: 3 clusters Score -3905310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3905289.000000 Penalty: 4901.906738
	Iteration 35Q: 3 clusters Score -3905289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3905261.000000 Penalty: 4901.906738
	Iteration 36Q: 3 clusters Score -3905261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3905241.750000 Penalty: 4901.906738
	Iteration 37Q: 3 clusters Score -3905242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3905236.750000 Penalty: 4901.906738
	Iteration 38Q: 3 clusters Score -3905237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3905214.000000 Penalty: 4901.906738
	Iteration 39Q: 3 clusters Score -3905214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3905337.750000 Penalty: 4901.906738
	Iteration 40F: 3 clusters Score -3905338 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3905300.750000 Penalty: 4901.906738
	Iteration 41Q: 3 clusters Score -3905301 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3905242.250000 Penalty: 4901.906738
	Iteration 42Q: 3 clusters Score -3905242 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3905206.250000 Penalty: 4901.906738
	Iteration 43Q: 3 clusters Score -3905206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3905195.000000 Penalty: 4901.906738
	Iteration 44Q: 3 clusters Score -3905195 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3905201.750000 Penalty: 4901.906738
	Iteration 45Q: 3 clusters Score -3905202 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3905179.500000 Penalty: 4901.906738
	Iteration 46Q: 3 clusters Score -3905180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -3905154.250000 Penalty: 4901.906738
	Iteration 47Q: 3 clusters Score -3905154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3905136.500000 Penalty: 4901.906738
	Iteration 48Q: 3 clusters Score -3905136 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3905130.250000 Penalty: 4901.906738
	Iteration 49Q: 3 clusters Score -3905130 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3905125.750000 Penalty: 4901.906738
	Iteration 50Q: 3 clusters Score -3905126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3905147.000000 Penalty: 4901.906738
	Iteration 51Q: 3 clusters Score -3905147 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3905164.750000 Penalty: 4901.906738
	Iteration 52Q: 3 clusters Score -3905165 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3905195.000000 Penalty: 4901.906738
	Iteration 53Q: 3 clusters Score -3905195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3905293.500000 Penalty: 4901.906738
	Iteration 54Q: 3 clusters Score -3905294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3905307.000000 Penalty: 4901.906738
	Iteration 55Q: 3 clusters Score -3905307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3905333.500000 Penalty: 4901.906738
	Iteration 56Q: 3 clusters Score -3905334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3905350.500000 Penalty: 4901.906738
	Iteration 57Q: 3 clusters Score -3905350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3905365.750000 Penalty: 4901.906738
	Iteration 58Q: 3 clusters Score -3905366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3905367.000000 Penalty: 4901.906738
	Iteration 59Q: 3 clusters Score -3905367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3905377.500000 Penalty: 4901.906738
	Iteration 60F: 3 clusters Score -3905378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3905375.250000 Penalty: 4901.906738
	Iteration 61Q: 3 clusters Score -3905375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3905371.750000 Penalty: 4901.906738
	Iteration 62Q: 3 clusters Score -3905372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3905373.750000 Penalty: 4901.906738
	Iteration 63Q: 3 clusters Score -3905374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3905360.750000 Penalty: 4901.906738
	Iteration 64Q: 3 clusters Score -3905361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3905361.500000 Penalty: 4901.906738
	Iteration 65Q: 3 clusters Score -3905362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3905368.250000 Penalty: 4901.906738
	Iteration 66Q: 3 clusters Score -3905368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3905362.500000 Penalty: 4901.906738
	Iteration 67Q: 3 clusters Score -3905362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3905369.500000 Penalty: 4901.906738
	Iteration 68Q: 3 clusters Score -3905370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3905360.500000 Penalty: 4901.906738
	Iteration 69Q: 3 clusters Score -3905360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3905364.000000 Penalty: 4901.906738
	Iteration 70Q: 3 clusters Score -3905364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3905357.500000 Penalty: 4901.906738
	Iteration 71Q: 3 clusters Score -3905358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3905360.250000 Penalty: 4901.906738
	Iteration 72Q: 3 clusters Score -3905360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3905364.500000 Penalty: 4901.906738
	Iteration 73Q: 3 clusters Score -3905364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3905360.000000 Penalty: 4901.906738
	Iteration 74Q: 3 clusters Score -3905360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3905355.250000 Penalty: 4901.906738
	Iteration 75Q: 3 clusters Score -3905355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3905368.250000 Penalty: 4901.906738
	Iteration 76Q: 3 clusters Score -3905368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3905362.500000 Penalty: 4901.906738
	Iteration 77Q: 3 clusters Score -3905362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3905366.750000 Penalty: 4901.906738
	Iteration 78Q: 3 clusters Score -3905367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3905365.000000 Penalty: 4901.906738
	Iteration 79Q: 3 clusters Score -3905365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3905363.000000 Penalty: 4901.906738
	Iteration 80F: 3 clusters Score -3905363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3905369.750000 Penalty: 4901.906738
	Iteration 81Q: 3 clusters Score -3905370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3905374.000000 Penalty: 4901.906738
	Iteration 82Q: 3 clusters Score -3905374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3905355.750000 Penalty: 4901.906738
	Iteration 83Q: 3 clusters Score -3905356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3905358.250000 Penalty: 4901.906738
	Iteration 84Q: 3 clusters Score -3905358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3905360.500000 Penalty: 4901.906738
	Iteration 85Q: 3 clusters Score -3905360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3905360.750000 Penalty: 4901.906738
	Iteration 86Q: 3 clusters Score -3905361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3905357.250000 Penalty: 4901.906738
	Iteration 87Q: 3 clusters Score -3905357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3905356.250000 Penalty: 4901.906738
	Iteration 88Q: 3 clusters Score -3905356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3905350.250000 Penalty: 4901.906738
	Iteration 89Q: 3 clusters Score -3905350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3905354.500000 Penalty: 4901.906738
	Iteration 90Q: 3 clusters Score -3905354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3905356.250000 Penalty: 4901.906738
	Iteration 91Q: 3 clusters Score -3905356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3905351.000000 Penalty: 4901.906738
	Iteration 92Q: 3 clusters Score -3905351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3905351.250000 Penalty: 4901.906738
	Iteration 93Q: 3 clusters Score -3905351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3905354.750000 Penalty: 4901.906738
	Iteration 94Q: 3 clusters Score -3905355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3905361.000000 Penalty: 4901.906738
	Iteration 95Q: 3 clusters Score -3905361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3905357.000000 Penalty: 4901.906738
	Iteration 96Q: 3 clusters Score -3905357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3905356.250000 Penalty: 4901.906738
	Iteration 97Q: 3 clusters Score -3905356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3905356.750000 Penalty: 4901.906738
	Iteration 98Q: 3 clusters Score -3905357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3905357.250000 Penalty: 4901.906738
	Iteration 99Q: 3 clusters Score -3905357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3905347.500000 Penalty: 4901.906738
	Iteration 100F: 3 clusters Score -3905348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3905345.250000 Penalty: 4901.906738
	Iteration 101Q: 3 clusters Score -3905345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3905340.000000 Penalty: 4901.906738
	Iteration 102Q: 3 clusters Score -3905340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3905340.750000 Penalty: 4901.906738
	Iteration 103Q: 3 clusters Score -3905341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3905343.750000 Penalty: 4901.906738
	Iteration 104Q: 3 clusters Score -3905344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3905345.250000 Penalty: 4901.906738
	Iteration 105Q: 3 clusters Score -3905345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3905346.250000 Penalty: 4901.906738
	Iteration 106Q: 3 clusters Score -3905346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3905349.750000 Penalty: 4901.906738
	Iteration 107Q: 3 clusters Score -3905350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3905342.000000 Penalty: 4901.906738
	Iteration 108Q: 3 clusters Score -3905342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3905346.250000 Penalty: 4901.906738
	Iteration 109Q: 3 clusters Score -3905346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3905347.000000 Penalty: 4901.906738
	Iteration 110Q: 3 clusters Score -3905347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3905348.000000 Penalty: 4901.906738
	Iteration 111Q: 3 clusters Score -3905348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3905348.500000 Penalty: 4901.906738
	Iteration 112Q: 3 clusters Score -3905348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3905347.750000 Penalty: 4901.906738
	Iteration 113Q: 3 clusters Score -3905348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3905348.250000 Penalty: 4901.906738
	Iteration 114Q: 3 clusters Score -3905348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3905350.500000 Penalty: 4901.906738
	Iteration 115Q: 3 clusters Score -3905350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3905350.750000 Penalty: 4901.906738
	Iteration 116Q: 3 clusters Score -3905351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3905350.750000 Penalty: 4901.906738
	Iteration 117F: 3 clusters Score -3905351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146905.828125 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146905.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147187.562500 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147187.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -147344.437500 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147344.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -147468.281250 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -147468.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147593.312500 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147593.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -147721.203125 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147721.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147801.875000 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147801.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -147872.828125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -147928.812500 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -147954.718750 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -147966.000000 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -147980.953125 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -147987.468750 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -147994.156250 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -148003.781250 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -148003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -148008.140625 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -148008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -148009.062500 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -148009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -148009.062500 Penalty: 3361.712646
	Iteration 17F: 3 clusters Score -148009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Entering Unmasked Estep 
Score: -3765238.250000 Penalty: 2458.114990
	Iteration 0F: 2 clusters Score -3765238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3751876.750000 Penalty: 4916.229980
	Iteration 0F: 3 clusters Score -3751877 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3757108.000000 Penalty: 4916.229980
	Iteration 1F: 3 clusters Score -3757108 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3758066.750000 Penalty: 4916.229980
	Iteration 2F: 3 clusters Score -3758067 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3758987.500000 Penalty: 4916.229980
	Iteration 3F: 3 clusters Score -3758988 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3759849.000000 Penalty: 4916.229980
	Iteration 4F: 3 clusters Score -3759849 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3760800.000000 Penalty: 4916.229980
	Iteration 5F: 3 clusters Score -3760800 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3761838.500000 Penalty: 4916.229980
	Iteration 6F: 3 clusters Score -3761838 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -3762707.000000 Penalty: 4916.229980
	Iteration 7Q: 3 clusters Score -3762707 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3763215.750000 Penalty: 4916.229980
	Iteration 8Q: 3 clusters Score -3763216 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3763487.000000 Penalty: 4916.229980
	Iteration 9Q: 3 clusters Score -3763487 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3763674.250000 Penalty: 4916.229980
	Iteration 10Q: 3 clusters Score -3763674 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3763798.750000 Penalty: 4916.229980
	Iteration 11Q: 3 clusters Score -3763799 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3763856.750000 Penalty: 4916.229980
	Iteration 12Q: 3 clusters Score -3763857 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3763912.250000 Penalty: 4916.229980
	Iteration 13Q: 3 clusters Score -3763912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3763953.500000 Penalty: 4916.229980
	Iteration 14Q: 3 clusters Score -3763954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3763975.250000 Penalty: 4916.229980
	Iteration 15Q: 3 clusters Score -3763975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3763982.750000 Penalty: 4916.229980
	Iteration 16Q: 3 clusters Score -3763983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3763994.000000 Penalty: 4916.229980
	Iteration 17Q: 3 clusters Score -3763994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3763998.250000 Penalty: 4916.229980
	Iteration 18Q: 3 clusters Score -3763998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3763994.000000 Penalty: 4916.229980
	Iteration 19Q: 3 clusters Score -3763994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3763996.000000 Penalty: 4916.229980
	Iteration 20F: 3 clusters Score -3763996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3763996.250000 Penalty: 4916.229980
	Iteration 21Q: 3 clusters Score -3763996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3763999.250000 Penalty: 4916.229980
	Iteration 22Q: 3 clusters Score -3763999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3764003.000000 Penalty: 4916.229980
	Iteration 23Q: 3 clusters Score -3764003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3763998.000000 Penalty: 4916.229980
	Iteration 24Q: 3 clusters Score -3763998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3764002.000000 Penalty: 4916.229980
	Iteration 25Q: 3 clusters Score -3764002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3764012.750000 Penalty: 4916.229980
	Iteration 26Q: 3 clusters Score -3764013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3764014.000000 Penalty: 4916.229980
	Iteration 27Q: 3 clusters Score -3764014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3764028.750000 Penalty: 4916.229980
	Iteration 28Q: 3 clusters Score -3764029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3764022.250000 Penalty: 4916.229980
	Iteration 29Q: 3 clusters Score -3764022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3764020.750000 Penalty: 4916.229980
	Iteration 30Q: 3 clusters Score -3764021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3764027.250000 Penalty: 4916.229980
	Iteration 31Q: 3 clusters Score -3764027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3764036.750000 Penalty: 4916.229980
	Iteration 32Q: 3 clusters Score -3764037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3764048.000000 Penalty: 4916.229980
	Iteration 33Q: 3 clusters Score -3764048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3764043.750000 Penalty: 4916.229980
	Iteration 34Q: 3 clusters Score -3764044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3764043.250000 Penalty: 4916.229980
	Iteration 35Q: 3 clusters Score -3764043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3764041.500000 Penalty: 4916.229980
	Iteration 36Q: 3 clusters Score -3764042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3764050.250000 Penalty: 4916.229980
	Iteration 37Q: 3 clusters Score -3764050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3764047.250000 Penalty: 4916.229980
	Iteration 38Q: 3 clusters Score -3764047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3764048.250000 Penalty: 4916.229980
	Iteration 39Q: 3 clusters Score -3764048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3764059.250000 Penalty: 4916.229980
	Iteration 40F: 3 clusters Score -3764059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3764065.000000 Penalty: 4916.229980
	Iteration 41Q: 3 clusters Score -3764065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3764068.500000 Penalty: 4916.229980
	Iteration 42Q: 3 clusters Score -3764068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3764069.250000 Penalty: 4916.229980
	Iteration 43Q: 3 clusters Score -3764069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3764073.000000 Penalty: 4916.229980
	Iteration 44Q: 3 clusters Score -3764073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3764073.250000 Penalty: 4916.229980
	Iteration 45Q: 3 clusters Score -3764073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3764075.500000 Penalty: 4916.229980
	Iteration 46Q: 3 clusters Score -3764076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3764074.500000 Penalty: 4916.229980
	Iteration 47Q: 3 clusters Score -3764074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3764068.250000 Penalty: 4916.229980
	Iteration 48Q: 3 clusters Score -3764068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3764060.500000 Penalty: 4916.229980
	Iteration 49Q: 3 clusters Score -3764060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3764065.500000 Penalty: 4916.229980
	Iteration 50Q: 3 clusters Score -3764066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3764063.750000 Penalty: 4916.229980
	Iteration 51Q: 3 clusters Score -3764064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3764066.500000 Penalty: 4916.229980
	Iteration 52Q: 3 clusters Score -3764066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3764066.000000 Penalty: 4916.229980
	Iteration 53Q: 3 clusters Score -3764066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3764073.250000 Penalty: 4916.229980
	Iteration 54Q: 3 clusters Score -3764073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3764069.750000 Penalty: 4916.229980
	Iteration 55Q: 3 clusters Score -3764070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3764070.750000 Penalty: 4916.229980
	Iteration 56Q: 3 clusters Score -3764071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3764072.500000 Penalty: 4916.229980
	Iteration 57Q: 3 clusters Score -3764072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3764070.000000 Penalty: 4916.229980
	Iteration 58Q: 3 clusters Score -3764070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3764070.000000 Penalty: 4916.229980
	Iteration 59Q: 3 clusters Score -3764070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3764070.000000 Penalty: 4916.229980
	Iteration 60F: 3 clusters Score -3764070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Entering Unmasked Estep 
Score: -1848775.625000 Penalty: 2267.018799
	Iteration 0F: 2 clusters Score -1848776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1841534.375000 Penalty: 4534.037598
	Iteration 0F: 3 clusters Score -1841534 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1843542.875000 Penalty: 4534.037598
	Iteration 1F: 3 clusters Score -1843543 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1843804.000000 Penalty: 4534.037598
	Iteration 2F: 3 clusters Score -1843804 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1843977.750000 Penalty: 4534.037598
	Iteration 3Q: 3 clusters Score -1843978 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1844102.250000 Penalty: 4534.037598
	Iteration 4Q: 3 clusters Score -1844102 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1844205.625000 Penalty: 4534.037598
	Iteration 5Q: 3 clusters Score -1844206 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1844301.875000 Penalty: 4534.037598
	Iteration 6Q: 3 clusters Score -1844302 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1844400.875000 Penalty: 4534.037598
	Iteration 7Q: 3 clusters Score -1844401 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1844491.000000 Penalty: 4534.037598
	Iteration 8Q: 3 clusters Score -1844491 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1844604.750000 Penalty: 4534.037598
	Iteration 9Q: 3 clusters Score -1844605 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1844723.625000 Penalty: 4534.037598
	Iteration 10Q: 3 clusters Score -1844724 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1844867.625000 Penalty: 4534.037598
	Iteration 11Q: 3 clusters Score -1844868 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1845007.000000 Penalty: 4534.037598
	Iteration 12Q: 3 clusters Score -1845007 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1845123.500000 Penalty: 4534.037598
	Iteration 13Q: 3 clusters Score -1845124 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1845263.625000 Penalty: 4534.037598
	Iteration 14Q: 3 clusters Score -1845264 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1845398.875000 Penalty: 4534.037598
	Iteration 15Q: 3 clusters Score -1845399 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1845526.000000 Penalty: 4534.037598
	Iteration 16Q: 3 clusters Score -1845526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1845639.000000 Penalty: 4534.037598
	Iteration 17Q: 3 clusters Score -1845639 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1845748.500000 Penalty: 4534.037598
	Iteration 18Q: 3 clusters Score -1845748 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1845851.000000 Penalty: 4534.037598
	Iteration 19Q: 3 clusters Score -1845851 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1845968.125000 Penalty: 4534.037598
	Iteration 20F: 3 clusters Score -1845968 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1846044.875000 Penalty: 4534.037598
	Iteration 21Q: 3 clusters Score -1846045 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1846092.250000 Penalty: 4534.037598
	Iteration 22Q: 3 clusters Score -1846092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1846123.125000 Penalty: 4534.037598
	Iteration 23Q: 3 clusters Score -1846123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1846142.000000 Penalty: 4534.037598
	Iteration 24Q: 3 clusters Score -1846142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1846168.125000 Penalty: 4534.037598
	Iteration 25Q: 3 clusters Score -1846168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1846184.875000 Penalty: 4534.037598
	Iteration 26Q: 3 clusters Score -1846185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1846198.125000 Penalty: 4534.037598
	Iteration 27Q: 3 clusters Score -1846198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1846210.250000 Penalty: 4534.037598
	Iteration 28Q: 3 clusters Score -1846210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1846216.000000 Penalty: 4534.037598
	Iteration 29Q: 3 clusters Score -1846216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1846229.875000 Penalty: 4534.037598
	Iteration 30Q: 3 clusters Score -1846230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1846241.000000 Penalty: 4534.037598
	Iteration 31Q: 3 clusters Score -1846241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1846256.000000 Penalty: 4534.037598
	Iteration 32Q: 3 clusters Score -1846256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1846267.250000 Penalty: 4534.037598
	Iteration 33Q: 3 clusters Score -1846267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1846278.875000 Penalty: 4534.037598
	Iteration 34Q: 3 clusters Score -1846279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1846288.000000 Penalty: 4534.037598
	Iteration 35Q: 3 clusters Score -1846288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1846298.875000 Penalty: 4534.037598
	Iteration 36Q: 3 clusters Score -1846299 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1846317.875000 Penalty: 4534.037598
	Iteration 37Q: 3 clusters Score -1846318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1846334.500000 Penalty: 4534.037598
	Iteration 38Q: 3 clusters Score -1846334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1846356.125000 Penalty: 4534.037598
	Iteration 39Q: 3 clusters Score -1846356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1846384.250000 Penalty: 4534.037598
	Iteration 40F: 3 clusters Score -1846384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1846408.000000 Penalty: 4534.037598
	Iteration 41Q: 3 clusters Score -1846408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1846425.625000 Penalty: 4534.037598
	Iteration 42Q: 3 clusters Score -1846426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1846435.125000 Penalty: 4534.037598
	Iteration 43Q: 3 clusters Score -1846435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1846450.375000 Penalty: 4534.037598
	Iteration 44Q: 3 clusters Score -1846450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1846463.250000 Penalty: 4534.037598
	Iteration 45Q: 3 clusters Score -1846463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1846482.625000 Penalty: 4534.037598
	Iteration 46Q: 3 clusters Score -1846483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1846488.875000 Penalty: 4534.037598
	Iteration 47Q: 3 clusters Score -1846489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1846507.000000 Penalty: 4534.037598
	Iteration 48Q: 3 clusters Score -1846507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1846517.750000 Penalty: 4534.037598
	Iteration 49Q: 3 clusters Score -1846518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1846529.250000 Penalty: 4534.037598
	Iteration 50Q: 3 clusters Score -1846529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1846534.500000 Penalty: 4534.037598
	Iteration 51Q: 3 clusters Score -1846534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1846539.750000 Penalty: 4534.037598
	Iteration 52Q: 3 clusters Score -1846540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1846552.625000 Penalty: 4534.037598
	Iteration 53Q: 3 clusters Score -1846553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1846556.125000 Penalty: 4534.037598
	Iteration 54Q: 3 clusters Score -1846556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1846563.875000 Penalty: 4534.037598
	Iteration 55Q: 3 clusters Score -1846564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1846571.500000 Penalty: 4534.037598
	Iteration 56Q: 3 clusters Score -1846572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1846578.000000 Penalty: 4534.037598
	Iteration 57Q: 3 clusters Score -1846578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1846578.625000 Penalty: 4534.037598
	Iteration 58Q: 3 clusters Score -1846579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1846581.875000 Penalty: 4534.037598
	Iteration 59Q: 3 clusters Score -1846582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1846588.250000 Penalty: 4534.037598
	Iteration 60F: 3 clusters Score -1846588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1846591.000000 Penalty: 4534.037598
	Iteration 61Q: 3 clusters Score -1846591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1846595.000000 Penalty: 4534.037598
	Iteration 62Q: 3 clusters Score -1846595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1846600.875000 Penalty: 4534.037598
	Iteration 63Q: 3 clusters Score -1846601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1846610.750000 Penalty: 4534.037598
	Iteration 64Q: 3 clusters Score -1846611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1846616.250000 Penalty: 4534.037598
	Iteration 65Q: 3 clusters Score -1846616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1846618.875000 Penalty: 4534.037598
	Iteration 66Q: 3 clusters Score -1846619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1846618.750000 Penalty: 4534.037598
	Iteration 67Q: 3 clusters Score -1846619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1846632.750000 Penalty: 4534.037598
	Iteration 68Q: 3 clusters Score -1846633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1846636.875000 Penalty: 4534.037598
	Iteration 69Q: 3 clusters Score -1846637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1846643.500000 Penalty: 4534.037598
	Iteration 70Q: 3 clusters Score -1846644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1846655.375000 Penalty: 4534.037598
	Iteration 71Q: 3 clusters Score -1846655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1846664.500000 Penalty: 4534.037598
	Iteration 72Q: 3 clusters Score -1846664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1846674.875000 Penalty: 4534.037598
	Iteration 73Q: 3 clusters Score -1846675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1846683.625000 Penalty: 4534.037598
	Iteration 74Q: 3 clusters Score -1846684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1846687.500000 Penalty: 4534.037598
	Iteration 75Q: 3 clusters Score -1846688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1846694.250000 Penalty: 4534.037598
	Iteration 76Q: 3 clusters Score -1846694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1846706.875000 Penalty: 4534.037598
	Iteration 77Q: 3 clusters Score -1846707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1846711.375000 Penalty: 4534.037598
	Iteration 78Q: 3 clusters Score -1846711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1846713.750000 Penalty: 4534.037598
	Iteration 79Q: 3 clusters Score -1846714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1846720.000000 Penalty: 4534.037598
	Iteration 80F: 3 clusters Score -1846720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1846719.250000 Penalty: 4534.037598
	Iteration 81Q: 3 clusters Score -1846719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1846725.500000 Penalty: 4534.037598
	Iteration 82Q: 3 clusters Score -1846726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1846726.625000 Penalty: 4534.037598
	Iteration 83Q: 3 clusters Score -1846727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1846727.250000 Penalty: 4534.037598
	Iteration 84Q: 3 clusters Score -1846727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1846726.250000 Penalty: 4534.037598
	Iteration 85Q: 3 clusters Score -1846726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1846729.000000 Penalty: 4534.037598
	Iteration 86Q: 3 clusters Score -1846729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1846729.000000 Penalty: 4534.037598
	Iteration 87F: 3 clusters Score -1846729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Entering Unmasked Estep 
Score: -4049360.750000 Penalty: 2473.307373
	Iteration 0F: 2 clusters Score -4049361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4035342.000000 Penalty: 4946.614746
	Iteration 0F: 3 clusters Score -4035342 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4040456.500000 Penalty: 4946.614746
	Iteration 1F: 3 clusters Score -4040456 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4040821.250000 Penalty: 4946.614746
	Iteration 2Q: 3 clusters Score -4040821 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4041114.750000 Penalty: 4946.614746
	Iteration 3Q: 3 clusters Score -4041115 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4041404.500000 Penalty: 4946.614746
	Iteration 4Q: 3 clusters Score -4041404 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4041743.500000 Penalty: 4946.614746
	Iteration 5Q: 3 clusters Score -4041744 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4042191.000000 Penalty: 4946.614746
	Iteration 6Q: 3 clusters Score -4042191 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4042830.250000 Penalty: 4946.614746
	Iteration 7Q: 3 clusters Score -4042830 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4043683.500000 Penalty: 4946.614746
	Iteration 8F: 3 clusters Score -4043684 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4044717.250000 Penalty: 4946.614746
	Iteration 9F: 3 clusters Score -4044717 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4045692.500000 Penalty: 4946.614746
	Iteration 10F: 3 clusters Score -4045692 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4046287.250000 Penalty: 4946.614746
	Iteration 11Q: 3 clusters Score -4046287 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4046642.500000 Penalty: 4946.614746
	Iteration 12Q: 3 clusters Score -4046642 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4046849.000000 Penalty: 4946.614746
	Iteration 13Q: 3 clusters Score -4046849 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4047010.250000 Penalty: 4946.614746
	Iteration 14Q: 3 clusters Score -4047010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4047119.000000 Penalty: 4946.614746
	Iteration 15Q: 3 clusters Score -4047119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4047193.000000 Penalty: 4946.614746
	Iteration 16Q: 3 clusters Score -4047193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4047241.750000 Penalty: 4946.614746
	Iteration 17Q: 3 clusters Score -4047242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -4047262.000000 Penalty: 4946.614746
	Iteration 18Q: 3 clusters Score -4047262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4047279.000000 Penalty: 4946.614746
	Iteration 19Q: 3 clusters Score -4047279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4047283.500000 Penalty: 4946.614746
	Iteration 20F: 3 clusters Score -4047284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4047289.250000 Penalty: 4946.614746
	Iteration 21Q: 3 clusters Score -4047289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4047296.750000 Penalty: 4946.614746
	Iteration 22Q: 3 clusters Score -4047297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -4047302.250000 Penalty: 4946.614746
	Iteration 23Q: 3 clusters Score -4047302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4047308.750000 Penalty: 4946.614746
	Iteration 24Q: 3 clusters Score -4047309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4047305.500000 Penalty: 4946.614746
	Iteration 25Q: 3 clusters Score -4047306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4047306.250000 Penalty: 4946.614746
	Iteration 26Q: 3 clusters Score -4047306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4047308.500000 Penalty: 4946.614746
	Iteration 27Q: 3 clusters Score -4047308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4047313.750000 Penalty: 4946.614746
	Iteration 28Q: 3 clusters Score -4047314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4047317.500000 Penalty: 4946.614746
	Iteration 29Q: 3 clusters Score -4047318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4047314.250000 Penalty: 4946.614746
	Iteration 30Q: 3 clusters Score -4047314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4047314.250000 Penalty: 4946.614746
	Iteration 31F: 3 clusters Score -4047314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Entering Unmasked Estep 
Score: -3611073.750000 Penalty: 2446.379883
	Iteration 0F: 2 clusters Score -3611074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3597796.250000 Penalty: 4892.759766
	Iteration 0F: 3 clusters Score -3597796 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3602327.750000 Penalty: 4892.759766
	Iteration 1F: 3 clusters Score -3602328 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3602635.750000 Penalty: 4892.759766
	Iteration 2F: 3 clusters Score -3602636 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3602893.750000 Penalty: 4892.759766
	Iteration 3Q: 3 clusters Score -3602894 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3603070.250000 Penalty: 4892.759766
	Iteration 4Q: 3 clusters Score -3603070 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3603220.750000 Penalty: 4892.759766
	Iteration 5Q: 3 clusters Score -3603221 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3603324.500000 Penalty: 4892.759766
	Iteration 6Q: 3 clusters Score -3603324 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3603441.500000 Penalty: 4892.759766
	Iteration 7Q: 3 clusters Score -3603442 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3603561.250000 Penalty: 4892.759766
	Iteration 8Q: 3 clusters Score -3603561 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3603694.500000 Penalty: 4892.759766
	Iteration 9Q: 3 clusters Score -3603694 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3603803.750000 Penalty: 4892.759766
	Iteration 10Q: 3 clusters Score -3603804 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3603916.750000 Penalty: 4892.759766
	Iteration 11Q: 3 clusters Score -3603917 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3604105.750000 Penalty: 4892.759766
	Iteration 12Q: 3 clusters Score -3604106 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3604365.750000 Penalty: 4892.759766
	Iteration 13Q: 3 clusters Score -3604366 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -3604756.000000 Penalty: 4892.759766
	Iteration 14Q: 3 clusters Score -3604756 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3605356.750000 Penalty: 4892.759766
	Iteration 15Q: 3 clusters Score -3605357 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3605930.250000 Penalty: 4892.759766
	Iteration 16Q: 3 clusters Score -3605930 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3606410.500000 Penalty: 4892.759766
	Iteration 17Q: 3 clusters Score -3606410 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3606675.000000 Penalty: 4892.759766
	Iteration 18Q: 3 clusters Score -3606675 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3606885.000000 Penalty: 4892.759766
	Iteration 19Q: 3 clusters Score -3606885 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3607099.750000 Penalty: 4892.759766
	Iteration 20F: 3 clusters Score -3607100 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3607351.500000 Penalty: 4892.759766
	Iteration 21Q: 3 clusters Score -3607352 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3607601.750000 Penalty: 4892.759766
	Iteration 22Q: 3 clusters Score -3607602 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3607805.250000 Penalty: 4892.759766
	Iteration 23Q: 3 clusters Score -3607805 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3607949.750000 Penalty: 4892.759766
	Iteration 24Q: 3 clusters Score -3607950 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3608085.500000 Penalty: 4892.759766
	Iteration 25Q: 3 clusters Score -3608086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3608181.000000 Penalty: 4892.759766
	Iteration 26Q: 3 clusters Score -3608181 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -3608242.500000 Penalty: 4892.759766
	Iteration 27Q: 3 clusters Score -3608242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3608277.250000 Penalty: 4892.759766
	Iteration 28Q: 3 clusters Score -3608277 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3608302.250000 Penalty: 4892.759766
	Iteration 29Q: 3 clusters Score -3608302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3608310.500000 Penalty: 4892.759766
	Iteration 30Q: 3 clusters Score -3608310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3608320.500000 Penalty: 4892.759766
	Iteration 31Q: 3 clusters Score -3608320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3608321.250000 Penalty: 4892.759766
	Iteration 32Q: 3 clusters Score -3608321 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3608336.750000 Penalty: 4892.759766
	Iteration 33Q: 3 clusters Score -3608337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3608340.500000 Penalty: 4892.759766
	Iteration 34Q: 3 clusters Score -3608340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3608342.500000 Penalty: 4892.759766
	Iteration 35Q: 3 clusters Score -3608342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3608344.250000 Penalty: 4892.759766
	Iteration 36Q: 3 clusters Score -3608344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3608339.250000 Penalty: 4892.759766
	Iteration 37Q: 3 clusters Score -3608339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3608343.750000 Penalty: 4892.759766
	Iteration 38Q: 3 clusters Score -3608344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3608342.750000 Penalty: 4892.759766
	Iteration 39Q: 3 clusters Score -3608343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3608349.750000 Penalty: 4892.759766
	Iteration 40F: 3 clusters Score -3608350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3608351.500000 Penalty: 4892.759766
	Iteration 41Q: 3 clusters Score -3608352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3608350.750000 Penalty: 4892.759766
	Iteration 42Q: 3 clusters Score -3608351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3608349.000000 Penalty: 4892.759766
	Iteration 43Q: 3 clusters Score -3608349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3608349.750000 Penalty: 4892.759766
	Iteration 44Q: 3 clusters Score -3608350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3608349.750000 Penalty: 4892.759766
	Iteration 45F: 3 clusters Score -3608350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Entering Unmasked Estep 
Score: -3982309.250000 Penalty: 2455.705078
	Iteration 0F: 2 clusters Score -3982309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3971161.000000 Penalty: 4911.410156
	Iteration 0F: 3 clusters Score -3971161 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3975764.500000 Penalty: 4911.410156
	Iteration 1F: 3 clusters Score -3975764 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3976118.250000 Penalty: 4911.410156
	Iteration 2F: 3 clusters Score -3976118 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3976420.250000 Penalty: 4911.410156
	Iteration 3Q: 3 clusters Score -3976420 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3976675.500000 Penalty: 4911.410156
	Iteration 4Q: 3 clusters Score -3976676 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3976854.000000 Penalty: 4911.410156
	Iteration 5Q: 3 clusters Score -3976854 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3977058.250000 Penalty: 4911.410156
	Iteration 6Q: 3 clusters Score -3977058 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3977224.000000 Penalty: 4911.410156
	Iteration 7Q: 3 clusters Score -3977224 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3977418.250000 Penalty: 4911.410156
	Iteration 8Q: 3 clusters Score -3977418 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3977658.750000 Penalty: 4911.410156
	Iteration 9Q: 3 clusters Score -3977659 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3977970.750000 Penalty: 4911.410156
	Iteration 10Q: 3 clusters Score -3977971 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3978356.000000 Penalty: 4911.410156
	Iteration 11Q: 3 clusters Score -3978356 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3978686.750000 Penalty: 4911.410156
	Iteration 12Q: 3 clusters Score -3978687 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3978929.500000 Penalty: 4911.410156
	Iteration 13Q: 3 clusters Score -3978930 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3979153.500000 Penalty: 4911.410156
	Iteration 14Q: 3 clusters Score -3979154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3979317.250000 Penalty: 4911.410156
	Iteration 15Q: 3 clusters Score -3979317 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3979453.500000 Penalty: 4911.410156
	Iteration 16Q: 3 clusters Score -3979454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -3979544.500000 Penalty: 4911.410156
	Iteration 17Q: 3 clusters Score -3979544 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3979630.250000 Penalty: 4911.410156
	Iteration 18Q: 3 clusters Score -3979630 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3979704.250000 Penalty: 4911.410156
	Iteration 19Q: 3 clusters Score -3979704 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3979742.500000 Penalty: 4911.410156
	Iteration 20F: 3 clusters Score -3979742 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3979793.500000 Penalty: 4911.410156
	Iteration 21Q: 3 clusters Score -3979794 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3979798.750000 Penalty: 4911.410156
	Iteration 22Q: 3 clusters Score -3979799 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3979777.750000 Penalty: 4911.410156
	Iteration 23Q: 3 clusters Score -3979778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3979782.750000 Penalty: 4911.410156
	Iteration 24Q: 3 clusters Score -3979783 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3979819.000000 Penalty: 4911.410156
	Iteration 25Q: 3 clusters Score -3979819 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3979833.500000 Penalty: 4911.410156
	Iteration 26Q: 3 clusters Score -3979834 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3979853.750000 Penalty: 4911.410156
	Iteration 27Q: 3 clusters Score -3979854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3979893.000000 Penalty: 4911.410156
	Iteration 28Q: 3 clusters Score -3979893 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3979920.000000 Penalty: 4911.410156
	Iteration 29Q: 3 clusters Score -3979920 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3979970.000000 Penalty: 4911.410156
	Iteration 30Q: 3 clusters Score -3979970 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3979997.250000 Penalty: 4911.410156
	Iteration 31Q: 3 clusters Score -3979997 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3980028.750000 Penalty: 4911.410156
	Iteration 32Q: 3 clusters Score -3980029 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3980058.750000 Penalty: 4911.410156
	Iteration 33Q: 3 clusters Score -3980059 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3980073.250000 Penalty: 4911.410156
	Iteration 34Q: 3 clusters Score -3980073 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3980108.000000 Penalty: 4911.410156
	Iteration 35Q: 3 clusters Score -3980108 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3980169.250000 Penalty: 4911.410156
	Iteration 36Q: 3 clusters Score -3980169 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3980199.500000 Penalty: 4911.410156
	Iteration 37Q: 3 clusters Score -3980200 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3980249.250000 Penalty: 4911.410156
	Iteration 38Q: 3 clusters Score -3980249 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3980306.750000 Penalty: 4911.410156
	Iteration 39Q: 3 clusters Score -3980307 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3980343.500000 Penalty: 4911.410156
	Iteration 40F: 3 clusters Score -3980344 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3980385.250000 Penalty: 4911.410156
	Iteration 41Q: 3 clusters Score -3980385 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3980399.250000 Penalty: 4911.410156
	Iteration 42Q: 3 clusters Score -3980399 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3980396.250000 Penalty: 4911.410156
	Iteration 43Q: 3 clusters Score -3980396 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3980432.750000 Penalty: 4911.410156
	Iteration 44Q: 3 clusters Score -3980433 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3980410.750000 Penalty: 4911.410156
	Iteration 45Q: 3 clusters Score -3980411 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3980407.500000 Penalty: 4911.410156
	Iteration 46Q: 3 clusters Score -3980408 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3980435.500000 Penalty: 4911.410156
	Iteration 47Q: 3 clusters Score -3980436 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3980406.500000 Penalty: 4911.410156
	Iteration 48Q: 3 clusters Score -3980406 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3980341.750000 Penalty: 4911.410156
	Iteration 49Q: 3 clusters Score -3980342 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3980348.000000 Penalty: 4911.410156
	Iteration 50Q: 3 clusters Score -3980348 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3980340.500000 Penalty: 4911.410156
	Iteration 51Q: 3 clusters Score -3980340 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3980337.250000 Penalty: 4911.410156
	Iteration 52Q: 3 clusters Score -3980337 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3980334.000000 Penalty: 4911.410156
	Iteration 53Q: 3 clusters Score -3980334 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3980270.750000 Penalty: 4911.410156
	Iteration 54Q: 3 clusters Score -3980271 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3980253.500000 Penalty: 4911.410156
	Iteration 55Q: 3 clusters Score -3980254 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3980214.750000 Penalty: 4911.410156
	Iteration 56Q: 3 clusters Score -3980215 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3980234.500000 Penalty: 4911.410156
	Iteration 57Q: 3 clusters Score -3980234 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3980224.500000 Penalty: 4911.410156
	Iteration 58Q: 3 clusters Score -3980224 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3980180.250000 Penalty: 4911.410156
	Iteration 59Q: 3 clusters Score -3980180 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3980601.250000 Penalty: 4911.410156
	Iteration 60F: 3 clusters Score -3980601 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3980675.250000 Penalty: 4911.410156
	Iteration 61Q: 3 clusters Score -3980675 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3980518.750000 Penalty: 4911.410156
	Iteration 62Q: 3 clusters Score -3980519 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3980419.750000 Penalty: 4911.410156
	Iteration 63Q: 3 clusters Score -3980420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3980387.250000 Penalty: 4911.410156
	Iteration 64Q: 3 clusters Score -3980387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3980375.250000 Penalty: 4911.410156
	Iteration 65Q: 3 clusters Score -3980375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3980388.750000 Penalty: 4911.410156
	Iteration 66Q: 3 clusters Score -3980389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3980388.500000 Penalty: 4911.410156
	Iteration 67Q: 3 clusters Score -3980388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3980391.750000 Penalty: 4911.410156
	Iteration 68Q: 3 clusters Score -3980392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3980394.250000 Penalty: 4911.410156
	Iteration 69Q: 3 clusters Score -3980394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3980398.250000 Penalty: 4911.410156
	Iteration 70Q: 3 clusters Score -3980398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3980413.250000 Penalty: 4911.410156
	Iteration 71Q: 3 clusters Score -3980413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3980416.500000 Penalty: 4911.410156
	Iteration 72Q: 3 clusters Score -3980416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3980419.000000 Penalty: 4911.410156
	Iteration 73Q: 3 clusters Score -3980419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3980419.000000 Penalty: 4911.410156
	Iteration 74F: 3 clusters Score -3980419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Entering Unmasked Estep 
Score: -3957008.000000 Penalty: 2453.572510
	Iteration 0F: 2 clusters Score -3957008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3945864.750000 Penalty: 4907.145020
	Iteration 0F: 3 clusters Score -3945865 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3950658.750000 Penalty: 4907.145020
	Iteration 1F: 3 clusters Score -3950659 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3951040.750000 Penalty: 4907.145020
	Iteration 2F: 3 clusters Score -3951041 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3951310.000000 Penalty: 4907.145020
	Iteration 3Q: 3 clusters Score -3951310 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3951549.750000 Penalty: 4907.145020
	Iteration 4Q: 3 clusters Score -3951550 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3951856.500000 Penalty: 4907.145020
	Iteration 5Q: 3 clusters Score -3951856 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3952161.000000 Penalty: 4907.145020
	Iteration 6Q: 3 clusters Score -3952161 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3952582.000000 Penalty: 4907.145020
	Iteration 7Q: 3 clusters Score -3952582 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3953035.500000 Penalty: 4907.145020
	Iteration 8Q: 3 clusters Score -3953036 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3953478.000000 Penalty: 4907.145020
	Iteration 9Q: 3 clusters Score -3953478 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3953815.250000 Penalty: 4907.145020
	Iteration 10Q: 3 clusters Score -3953815 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3954019.750000 Penalty: 4907.145020
	Iteration 11Q: 3 clusters Score -3954020 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3954126.500000 Penalty: 4907.145020
	Iteration 12Q: 3 clusters Score -3954126 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3954229.500000 Penalty: 4907.145020
	Iteration 13Q: 3 clusters Score -3954230 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3954276.500000 Penalty: 4907.145020
	Iteration 14Q: 3 clusters Score -3954276 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3954354.000000 Penalty: 4907.145020
	Iteration 15Q: 3 clusters Score -3954354 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3954426.000000 Penalty: 4907.145020
	Iteration 16Q: 3 clusters Score -3954426 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3954506.750000 Penalty: 4907.145020
	Iteration 17Q: 3 clusters Score -3954507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3954519.500000 Penalty: 4907.145020
	Iteration 18Q: 3 clusters Score -3954520 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3954578.500000 Penalty: 4907.145020
	Iteration 19Q: 3 clusters Score -3954578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3954675.500000 Penalty: 4907.145020
	Iteration 20F: 3 clusters Score -3954676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3954747.750000 Penalty: 4907.145020
	Iteration 21Q: 3 clusters Score -3954748 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3954825.500000 Penalty: 4907.145020
	Iteration 22Q: 3 clusters Score -3954826 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3954912.000000 Penalty: 4907.145020
	Iteration 23Q: 3 clusters Score -3954912 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3955007.000000 Penalty: 4907.145020
	Iteration 24Q: 3 clusters Score -3955007 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3955076.000000 Penalty: 4907.145020
	Iteration 25Q: 3 clusters Score -3955076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3955115.000000 Penalty: 4907.145020
	Iteration 26Q: 3 clusters Score -3955115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3955167.000000 Penalty: 4907.145020
	Iteration 27Q: 3 clusters Score -3955167 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -3955198.250000 Penalty: 4907.145020
	Iteration 28Q: 3 clusters Score -3955198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3955235.750000 Penalty: 4907.145020
	Iteration 29Q: 3 clusters Score -3955236 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3955244.250000 Penalty: 4907.145020
	Iteration 30Q: 3 clusters Score -3955244 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3955252.000000 Penalty: 4907.145020
	Iteration 31Q: 3 clusters Score -3955252 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3955254.500000 Penalty: 4907.145020
	Iteration 32Q: 3 clusters Score -3955254 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3955271.250000 Penalty: 4907.145020
	Iteration 33Q: 3 clusters Score -3955271 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3955245.250000 Penalty: 4907.145020
	Iteration 34Q: 3 clusters Score -3955245 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3955244.000000 Penalty: 4907.145020
	Iteration 35Q: 3 clusters Score -3955244 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3955251.750000 Penalty: 4907.145020
	Iteration 36Q: 3 clusters Score -3955252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3955265.750000 Penalty: 4907.145020
	Iteration 37Q: 3 clusters Score -3955266 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3955276.250000 Penalty: 4907.145020
	Iteration 38Q: 3 clusters Score -3955276 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3955314.500000 Penalty: 4907.145020
	Iteration 39Q: 3 clusters Score -3955314 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3955519.000000 Penalty: 4907.145020
	Iteration 40F: 3 clusters Score -3955519 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3955745.000000 Penalty: 4907.145020
	Iteration 41Q: 3 clusters Score -3955745 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3955910.750000 Penalty: 4907.145020
	Iteration 42Q: 3 clusters Score -3955911 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3956009.000000 Penalty: 4907.145020
	Iteration 43Q: 3 clusters Score -3956009 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3956083.250000 Penalty: 4907.145020
	Iteration 44Q: 3 clusters Score -3956083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3956163.250000 Penalty: 4907.145020
	Iteration 45Q: 3 clusters Score -3956163 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3956148.500000 Penalty: 4907.145020
	Iteration 46Q: 3 clusters Score -3956148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3956092.250000 Penalty: 4907.145020
	Iteration 47Q: 3 clusters Score -3956092 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3956001.000000 Penalty: 4907.145020
	Iteration 48Q: 3 clusters Score -3956001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3955927.250000 Penalty: 4907.145020
	Iteration 49Q: 3 clusters Score -3955927 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3955794.250000 Penalty: 4907.145020
	Iteration 50Q: 3 clusters Score -3955794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3955682.750000 Penalty: 4907.145020
	Iteration 51Q: 3 clusters Score -3955683 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3955626.250000 Penalty: 4907.145020
	Iteration 52Q: 3 clusters Score -3955626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3955563.500000 Penalty: 4907.145020
	Iteration 53Q: 3 clusters Score -3955564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3955502.250000 Penalty: 4907.145020
	Iteration 54Q: 3 clusters Score -3955502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3955471.500000 Penalty: 4907.145020
	Iteration 55Q: 3 clusters Score -3955472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3955442.500000 Penalty: 4907.145020
	Iteration 56Q: 3 clusters Score -3955442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3955429.000000 Penalty: 4907.145020
	Iteration 57Q: 3 clusters Score -3955429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3955407.500000 Penalty: 4907.145020
	Iteration 58Q: 3 clusters Score -3955408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3955408.750000 Penalty: 4907.145020
	Iteration 59Q: 3 clusters Score -3955409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3955402.000000 Penalty: 4907.145020
	Iteration 60F: 3 clusters Score -3955402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3955396.500000 Penalty: 4907.145020
	Iteration 61Q: 3 clusters Score -3955396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3955386.750000 Penalty: 4907.145020
	Iteration 62Q: 3 clusters Score -3955387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3955379.750000 Penalty: 4907.145020
	Iteration 63Q: 3 clusters Score -3955380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3955386.750000 Penalty: 4907.145020
	Iteration 64Q: 3 clusters Score -3955387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3955381.750000 Penalty: 4907.145020
	Iteration 65Q: 3 clusters Score -3955382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3955378.250000 Penalty: 4907.145020
	Iteration 66Q: 3 clusters Score -3955378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3955374.000000 Penalty: 4907.145020
	Iteration 67Q: 3 clusters Score -3955374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3955374.000000 Penalty: 4907.145020
	Iteration 68F: 3 clusters Score -3955374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 44510 members 
Mstep: Class 8 contains 9988 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14618 members 
Mstep: Class 13 contains 31657 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 18829 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19060 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8630 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 18846 members 
Mstep: Class 26 contains 22359 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20763 members 
Mstep: Class 31 contains 19592 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20166 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 21440 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 19971 members 
Mstep: Class 39 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216608.000000 Penalty: 119853.843750
Iteration 319Q: 38 clusters Score -8.721661e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 20740 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 44518 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 21490 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14603 members 
Mstep: Class 13 contains 31659 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 18817 members 
Mstep: Class 17 contains 12733 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19068 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 8691 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12015 members 
Mstep: Class 25 contains 18828 members 
Mstep: Class 26 contains 22342 members 
Mstep: Class 27 contains 20240 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20766 members 
Mstep: Class 31 contains 19599 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20176 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 21454 members 
Mstep: Class 36 contains 19220 members 
Mstep: Class 38 contains 19934 members 
Mstep: Class 39 contains 19779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216432.000000 Penalty: 119853.843750
Iteration 320F: 38 clusters Score -8.721643e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7583 members 
Mstep: Class 5 contains 20721 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 44513 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 21499 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14594 members 
Mstep: Class 13 contains 31677 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 18805 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19063 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 8743 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12025 members 
Mstep: Class 25 contains 18816 members 
Mstep: Class 26 contains 22317 members 
Mstep: Class 27 contains 20248 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20767 members 
Mstep: Class 31 contains 19586 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20182 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 21466 members 
Mstep: Class 36 contains 19222 members 
Mstep: Class 38 contains 19894 members 
Mstep: Class 39 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216520.000000 Penalty: 119853.843750
Iteration 321Q: 38 clusters Score -8.721652e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 20710 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 44506 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 21510 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 31680 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19054 members 
Mstep: Class 16 contains 18794 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19048 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12028 members 
Mstep: Class 25 contains 18815 members 
Mstep: Class 26 contains 22297 members 
Mstep: Class 27 contains 20265 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20768 members 
Mstep: Class 31 contains 19575 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20190 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 21469 members 
Mstep: Class 36 contains 19231 members 
Mstep: Class 38 contains 19858 members 
Mstep: Class 39 contains 19759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216752.000000 Penalty: 119853.843750
Iteration 322Q: 38 clusters Score -8.721675e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7575 members 
Mstep: Class 5 contains 20706 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 7 contains 44499 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14579 members 
Mstep: Class 13 contains 31695 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19056 members 
Mstep: Class 16 contains 18787 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19039 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8840 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12031 members 
Mstep: Class 25 contains 18814 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 20277 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20763 members 
Mstep: Class 31 contains 19565 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20198 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 21465 members 
Mstep: Class 36 contains 19227 members 
Mstep: Class 38 contains 19841 members 
Mstep: Class 39 contains 19733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216864.000000 Penalty: 119853.843750
Iteration 323Q: 38 clusters Score -8.721686e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 20695 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 44507 members 
Mstep: Class 8 contains 10106 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 31710 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19051 members 
Mstep: Class 16 contains 18784 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19026 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12033 members 
Mstep: Class 25 contains 18808 members 
Mstep: Class 26 contains 22282 members 
Mstep: Class 27 contains 20288 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20761 members 
Mstep: Class 31 contains 19545 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20207 members 
Mstep: Class 34 contains 9334 members 
Mstep: Class 35 contains 21461 members 
Mstep: Class 36 contains 19225 members 
Mstep: Class 38 contains 19828 members 
Mstep: Class 39 contains 19713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216848.000000 Penalty: 119853.843750
Iteration 324Q: 38 clusters Score -8.721685e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 20695 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 44499 members 
Mstep: Class 8 contains 10109 members 
Mstep: Class 9 contains 21507 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 31719 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19049 members 
Mstep: Class 16 contains 18787 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19012 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12029 members 
Mstep: Class 25 contains 18803 members 
Mstep: Class 26 contains 22282 members 
Mstep: Class 27 contains 20300 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20760 members 
Mstep: Class 31 contains 19541 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20216 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 21464 members 
Mstep: Class 36 contains 19229 members 
Mstep: Class 38 contains 19806 members 
Mstep: Class 39 contains 19689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217032.000000 Penalty: 119853.843750
Iteration 325Q: 38 clusters Score -8.721703e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 20692 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 44494 members 
Mstep: Class 8 contains 10112 members 
Mstep: Class 9 contains 21512 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 14559 members 
Mstep: Class 13 contains 31725 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19041 members 
Mstep: Class 16 contains 18788 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19009 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12026 members 
Mstep: Class 25 contains 18795 members 
Mstep: Class 26 contains 22275 members 
Mstep: Class 27 contains 20301 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20762 members 
Mstep: Class 31 contains 19533 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20222 members 
Mstep: Class 34 contains 9303 members 
Mstep: Class 35 contains 21476 members 
Mstep: Class 36 contains 19238 members 
Mstep: Class 38 contains 19797 members 
Mstep: Class 39 contains 19677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217032.000000 Penalty: 119853.843750
Iteration 326Q: 38 clusters Score -8.721703e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 20684 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 44489 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 21507 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14546 members 
Mstep: Class 13 contains 31720 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19061 members 
Mstep: Class 16 contains 18785 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 19001 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12024 members 
Mstep: Class 25 contains 18790 members 
Mstep: Class 26 contains 22265 members 
Mstep: Class 27 contains 20309 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20767 members 
Mstep: Class 31 contains 19529 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20227 members 
Mstep: Class 34 contains 9283 members 
Mstep: Class 35 contains 21474 members 
Mstep: Class 36 contains 19250 members 
Mstep: Class 38 contains 19802 members 
Mstep: Class 39 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216856.000000 Penalty: 119853.843750
Iteration 327Q: 38 clusters Score -8.721686e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7561 members 
Mstep: Class 5 contains 20684 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 10127 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 31721 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19079 members 
Mstep: Class 16 contains 18793 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18998 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9067 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12018 members 
Mstep: Class 25 contains 18794 members 
Mstep: Class 26 contains 22263 members 
Mstep: Class 27 contains 20303 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20767 members 
Mstep: Class 31 contains 19523 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20238 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 21486 members 
Mstep: Class 36 contains 19249 members 
Mstep: Class 38 contains 19794 members 
Mstep: Class 39 contains 19654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217032.000000 Penalty: 119853.843750
Iteration 328Q: 38 clusters Score -8.721703e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7563 members 
Mstep: Class 5 contains 20685 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 10140 members 
Mstep: Class 9 contains 21496 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 31729 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 18792 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18995 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 18792 members 
Mstep: Class 26 contains 22262 members 
Mstep: Class 27 contains 20297 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20768 members 
Mstep: Class 31 contains 19514 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20237 members 
Mstep: Class 34 contains 9292 members 
Mstep: Class 35 contains 21498 members 
Mstep: Class 36 contains 19242 members 
Mstep: Class 38 contains 19778 members 
Mstep: Class 39 contains 19638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217024.000000 Penalty: 119853.843750
Iteration 329Q: 38 clusters Score -8.721702e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7560 members 
Mstep: Class 5 contains 20690 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 44470 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 21505 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 31722 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19106 members 
Mstep: Class 16 contains 18795 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12017 members 
Mstep: Class 25 contains 18787 members 
Mstep: Class 26 contains 22264 members 
Mstep: Class 27 contains 20287 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20774 members 
Mstep: Class 31 contains 19503 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20238 members 
Mstep: Class 34 contains 9302 members 
Mstep: Class 35 contains 21501 members 
Mstep: Class 36 contains 19244 members 
Mstep: Class 38 contains 19741 members 
Mstep: Class 39 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217224.000000 Penalty: 119853.843750
Iteration 330Q: 38 clusters Score -8.721722e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 20692 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44469 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 31736 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 18803 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 18787 members 
Mstep: Class 26 contains 22263 members 
Mstep: Class 27 contains 20286 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20777 members 
Mstep: Class 31 contains 19504 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20242 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 21484 members 
Mstep: Class 36 contains 19244 members 
Mstep: Class 38 contains 19715 members 
Mstep: Class 39 contains 19601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217208.000000 Penalty: 119853.843750
Iteration 331Q: 38 clusters Score -8.721721e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 20699 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 21533 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 31737 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 18807 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9190 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 12010 members 
Mstep: Class 25 contains 18785 members 
Mstep: Class 26 contains 22254 members 
Mstep: Class 27 contains 20282 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20781 members 
Mstep: Class 31 contains 19495 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20250 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 21479 members 
Mstep: Class 36 contains 19238 members 
Mstep: Class 38 contains 19694 members 
Mstep: Class 39 contains 19597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217264.000000 Penalty: 119853.843750
Iteration 332Q: 38 clusters Score -8.721726e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 20700 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 21554 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 14445 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 18810 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9220 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12010 members 
Mstep: Class 25 contains 18781 members 
Mstep: Class 26 contains 22237 members 
Mstep: Class 27 contains 20293 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20776 members 
Mstep: Class 31 contains 19485 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20261 members 
Mstep: Class 34 contains 9299 members 
Mstep: Class 35 contains 21468 members 
Mstep: Class 36 contains 19230 members 
Mstep: Class 38 contains 19677 members 
Mstep: Class 39 contains 19592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217552.000000 Penalty: 119853.843750
Iteration 333Q: 38 clusters Score -8.721755e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 20712 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 21577 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14421 members 
Mstep: Class 13 contains 31727 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 18817 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18962 members 
Mstep: Class 20 contains 1175 members 
Mstep: Class 21 contains 9247 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12004 members 
Mstep: Class 25 contains 18770 members 
Mstep: Class 26 contains 22244 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20789 members 
Mstep: Class 31 contains 19468 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20273 members 
Mstep: Class 34 contains 9294 members 
Mstep: Class 35 contains 21461 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 19661 members 
Mstep: Class 39 contains 19590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217664.000000 Penalty: 119853.843750
Iteration 334Q: 38 clusters Score -8.721766e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7543 members 
Mstep: Class 5 contains 20725 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44480 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 31721 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 18828 members 
Mstep: Class 17 contains 12795 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18958 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 9271 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 12001 members 
Mstep: Class 25 contains 18762 members 
Mstep: Class 26 contains 22240 members 
Mstep: Class 27 contains 20297 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20800 members 
Mstep: Class 31 contains 19462 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20275 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 21467 members 
Mstep: Class 36 contains 19233 members 
Mstep: Class 38 contains 19637 members 
Mstep: Class 39 contains 19582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217840.000000 Penalty: 119853.843750
Iteration 335Q: 38 clusters Score -8.721784e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 20729 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 10166 members 
Mstep: Class 9 contains 21601 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14395 members 
Mstep: Class 13 contains 31703 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 18848 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18945 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 9302 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 18754 members 
Mstep: Class 26 contains 22221 members 
Mstep: Class 27 contains 20272 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19458 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20282 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 21490 members 
Mstep: Class 36 contains 19254 members 
Mstep: Class 38 contains 19610 members 
Mstep: Class 39 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217824.000000 Penalty: 119853.843750
Iteration 336Q: 38 clusters Score -8.721782e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44477 members 
Mstep: Class 8 contains 10181 members 
Mstep: Class 9 contains 21600 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14392 members 
Mstep: Class 13 contains 31683 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 18858 members 
Mstep: Class 17 contains 12808 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18925 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 9332 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 12003 members 
Mstep: Class 25 contains 18745 members 
Mstep: Class 26 contains 22192 members 
Mstep: Class 27 contains 20257 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20809 members 
Mstep: Class 31 contains 19458 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20300 members 
Mstep: Class 34 contains 9281 members 
Mstep: Class 35 contains 21509 members 
Mstep: Class 36 contains 19267 members 
Mstep: Class 38 contains 19572 members 
Mstep: Class 39 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217792.000000 Penalty: 119853.843750
Iteration 337Q: 38 clusters Score -8.721779e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 20753 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44473 members 
Mstep: Class 8 contains 10190 members 
Mstep: Class 9 contains 21597 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 31674 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 18862 members 
Mstep: Class 17 contains 12821 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18920 members 
Mstep: Class 20 contains 1174 members 
Mstep: Class 21 contains 9362 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 12005 members 
Mstep: Class 25 contains 18736 members 
Mstep: Class 26 contains 22160 members 
Mstep: Class 27 contains 20241 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20808 members 
Mstep: Class 31 contains 19467 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20311 members 
Mstep: Class 34 contains 9279 members 
Mstep: Class 35 contains 21536 members 
Mstep: Class 36 contains 19275 members 
Mstep: Class 38 contains 19534 members 
Mstep: Class 39 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217824.000000 Penalty: 119853.843750
Iteration 338Q: 38 clusters Score -8.721782e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7538 members 
Mstep: Class 5 contains 20753 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44483 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14365 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 18872 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 9372 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11998 members 
Mstep: Class 25 contains 18730 members 
Mstep: Class 26 contains 22147 members 
Mstep: Class 27 contains 20208 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20805 members 
Mstep: Class 31 contains 19460 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 9272 members 
Mstep: Class 35 contains 21549 members 
Mstep: Class 36 contains 19276 members 
Mstep: Class 38 contains 19513 members 
Mstep: Class 39 contains 19560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217904.000000 Penalty: 119853.843750
Iteration 339Q: 38 clusters Score -8.72179e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 20757 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 10227 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 31660 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19248 members 
Mstep: Class 16 contains 18887 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18924 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 9396 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 12003 members 
Mstep: Class 25 contains 18717 members 
Mstep: Class 26 contains 22132 members 
Mstep: Class 27 contains 20197 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20804 members 
Mstep: Class 31 contains 19453 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20327 members 
Mstep: Class 34 contains 9280 members 
Mstep: Class 35 contains 21545 members 
Mstep: Class 36 contains 19258 members 
Mstep: Class 38 contains 19478 members 
Mstep: Class 39 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218176.000000 Penalty: 119853.843750
Iteration 340F: 38 clusters Score -8.721818e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 44496 members 
Mstep: Class 8 contains 10227 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14351 members 
Mstep: Class 13 contains 31634 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 18887 members 
Mstep: Class 17 contains 12889 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18936 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9411 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 11989 members 
Mstep: Class 25 contains 18703 members 
Mstep: Class 26 contains 22121 members 
Mstep: Class 27 contains 20190 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20808 members 
Mstep: Class 31 contains 19452 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20331 members 
Mstep: Class 34 contains 9299 members 
Mstep: Class 35 contains 21547 members 
Mstep: Class 36 contains 19261 members 
Mstep: Class 38 contains 19423 members 
Mstep: Class 39 contains 19541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218184.000000 Penalty: 119853.843750
Iteration 341Q: 38 clusters Score -8.721818e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 20759 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 10217 members 
Mstep: Class 9 contains 21628 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14334 members 
Mstep: Class 13 contains 31620 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 18885 members 
Mstep: Class 17 contains 12905 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18946 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9414 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 11988 members 
Mstep: Class 25 contains 18702 members 
Mstep: Class 26 contains 22105 members 
Mstep: Class 27 contains 20167 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20809 members 
Mstep: Class 31 contains 19457 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20339 members 
Mstep: Class 34 contains 9307 members 
Mstep: Class 35 contains 21549 members 
Mstep: Class 36 contains 19267 members 
Mstep: Class 38 contains 19401 members 
Mstep: Class 39 contains 19538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218144.000000 Penalty: 119853.843750
Iteration 342Q: 38 clusters Score -8.721814e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 20773 members 
Mstep: Class 6 contains 4064 members 
Mstep: Class 7 contains 44512 members 
Mstep: Class 8 contains 10213 members 
Mstep: Class 9 contains 21653 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14308 members 
Mstep: Class 13 contains 31606 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19331 members 
Mstep: Class 16 contains 18883 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18948 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9425 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 18700 members 
Mstep: Class 26 contains 22084 members 
Mstep: Class 27 contains 20142 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 19481 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20349 members 
Mstep: Class 34 contains 9309 members 
Mstep: Class 35 contains 21554 members 
Mstep: Class 36 contains 19262 members 
Mstep: Class 38 contains 19399 members 
Mstep: Class 39 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218088.000000 Penalty: 119853.843750
Iteration 343Q: 38 clusters Score -8.721809e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 20776 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44517 members 
Mstep: Class 8 contains 10225 members 
Mstep: Class 9 contains 21658 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14287 members 
Mstep: Class 13 contains 31595 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19363 members 
Mstep: Class 16 contains 18888 members 
Mstep: Class 17 contains 12900 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18949 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9449 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 18696 members 
Mstep: Class 26 contains 22071 members 
Mstep: Class 27 contains 20118 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20809 members 
Mstep: Class 31 contains 19485 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20353 members 
Mstep: Class 34 contains 9324 members 
Mstep: Class 35 contains 21554 members 
Mstep: Class 36 contains 19262 members 
Mstep: Class 38 contains 19388 members 
Mstep: Class 39 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217952.000000 Penalty: 119853.843750
Iteration 344Q: 38 clusters Score -8.721795e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 20777 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 44525 members 
Mstep: Class 8 contains 10244 members 
Mstep: Class 9 contains 21659 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14279 members 
Mstep: Class 13 contains 31565 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19393 members 
Mstep: Class 16 contains 18898 members 
Mstep: Class 17 contains 12897 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18949 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9469 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11966 members 
Mstep: Class 25 contains 18692 members 
Mstep: Class 26 contains 22063 members 
Mstep: Class 27 contains 20093 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19492 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20363 members 
Mstep: Class 34 contains 9327 members 
Mstep: Class 35 contains 21554 members 
Mstep: Class 36 contains 19268 members 
Mstep: Class 38 contains 19379 members 
Mstep: Class 39 contains 19497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217880.000000 Penalty: 119853.843750
Iteration 345Q: 38 clusters Score -8.721788e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 20778 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44523 members 
Mstep: Class 8 contains 10252 members 
Mstep: Class 9 contains 21656 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14269 members 
Mstep: Class 13 contains 31526 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19434 members 
Mstep: Class 16 contains 18906 members 
Mstep: Class 17 contains 12889 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18955 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9479 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11957 members 
Mstep: Class 25 contains 18698 members 
Mstep: Class 26 contains 22053 members 
Mstep: Class 27 contains 20088 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20799 members 
Mstep: Class 31 contains 19492 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20376 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 21566 members 
Mstep: Class 36 contains 19257 members 
Mstep: Class 38 contains 19378 members 
Mstep: Class 39 contains 19489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218056.000000 Penalty: 119853.843750
Iteration 346Q: 38 clusters Score -8.721806e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 20776 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 9 contains 21660 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 31503 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 18909 members 
Mstep: Class 17 contains 12882 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18963 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11961 members 
Mstep: Class 25 contains 18700 members 
Mstep: Class 26 contains 22038 members 
Mstep: Class 27 contains 20075 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20795 members 
Mstep: Class 31 contains 19483 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20374 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 21575 members 
Mstep: Class 36 contains 19252 members 
Mstep: Class 38 contains 19394 members 
Mstep: Class 39 contains 19479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217968.000000 Penalty: 119853.843750
Iteration 347Q: 38 clusters Score -8.721797e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44523 members 
Mstep: Class 8 contains 10263 members 
Mstep: Class 9 contains 21657 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 31481 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19504 members 
Mstep: Class 16 contains 18914 members 
Mstep: Class 17 contains 12884 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18962 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 11960 members 
Mstep: Class 25 contains 18695 members 
Mstep: Class 26 contains 22038 members 
Mstep: Class 27 contains 20068 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20789 members 
Mstep: Class 31 contains 19470 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20375 members 
Mstep: Class 34 contains 9328 members 
Mstep: Class 35 contains 21587 members 
Mstep: Class 36 contains 19251 members 
Mstep: Class 38 contains 19403 members 
Mstep: Class 39 contains 19491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217968.000000 Penalty: 119853.843750
Iteration 348Q: 38 clusters Score -8.721797e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 44525 members 
Mstep: Class 8 contains 10277 members 
Mstep: Class 9 contains 21655 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 18922 members 
Mstep: Class 17 contains 12879 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18961 members 
Mstep: Class 20 contains 1172 members 
Mstep: Class 21 contains 9492 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11958 members 
Mstep: Class 25 contains 18684 members 
Mstep: Class 26 contains 22030 members 
Mstep: Class 27 contains 20052 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20800 members 
Mstep: Class 31 contains 19460 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20371 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 21588 members 
Mstep: Class 36 contains 19246 members 
Mstep: Class 38 contains 19400 members 
Mstep: Class 39 contains 19487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218088.000000 Penalty: 119853.843750
Iteration 349Q: 38 clusters Score -8.721809e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7500 members 
Mstep: Class 5 contains 20794 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 44546 members 
Mstep: Class 8 contains 10286 members 
Mstep: Class 9 contains 21654 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 31446 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19568 members 
Mstep: Class 16 contains 18927 members 
Mstep: Class 17 contains 12881 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18957 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11952 members 
Mstep: Class 25 contains 18682 members 
Mstep: Class 26 contains 22023 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19462 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20370 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 21591 members 
Mstep: Class 36 contains 19252 members 
Mstep: Class 38 contains 19403 members 
Mstep: Class 39 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218056.000000 Penalty: 119853.843750
Iteration 350Q: 38 clusters Score -8.721806e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 20802 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44542 members 
Mstep: Class 8 contains 10289 members 
Mstep: Class 9 contains 21669 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 31411 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19594 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18951 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 11944 members 
Mstep: Class 25 contains 18685 members 
Mstep: Class 26 contains 22015 members 
Mstep: Class 27 contains 20019 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20812 members 
Mstep: Class 31 contains 19464 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20373 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 21611 members 
Mstep: Class 36 contains 19237 members 
Mstep: Class 38 contains 19413 members 
Mstep: Class 39 contains 19459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218120.000000 Penalty: 119853.843750
Iteration 351Q: 38 clusters Score -8.721812e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7490 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 44538 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 21694 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 31382 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18941 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 11945 members 
Mstep: Class 25 contains 18690 members 
Mstep: Class 26 contains 22002 members 
Mstep: Class 27 contains 20007 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20815 members 
Mstep: Class 31 contains 19466 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20381 members 
Mstep: Class 34 contains 9317 members 
Mstep: Class 35 contains 21643 members 
Mstep: Class 36 contains 19226 members 
Mstep: Class 38 contains 19408 members 
Mstep: Class 39 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218088.000000 Penalty: 119853.843750
Iteration 352Q: 38 clusters Score -8.721809e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7491 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 44536 members 
Mstep: Class 8 contains 10303 members 
Mstep: Class 9 contains 21707 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 31360 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19632 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18933 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 9549 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 11949 members 
Mstep: Class 25 contains 18686 members 
Mstep: Class 26 contains 21976 members 
Mstep: Class 27 contains 19987 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20817 members 
Mstep: Class 31 contains 19462 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20385 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 21659 members 
Mstep: Class 36 contains 19236 members 
Mstep: Class 38 contains 19381 members 
Mstep: Class 39 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218072.000000 Penalty: 119853.843750
Iteration 353Q: 38 clusters Score -8.721807e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7490 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 44532 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 21721 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31347 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19659 members 
Mstep: Class 16 contains 18933 members 
Mstep: Class 17 contains 12858 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18919 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4940 members 
Mstep: Class 24 contains 11951 members 
Mstep: Class 25 contains 18681 members 
Mstep: Class 26 contains 21943 members 
Mstep: Class 27 contains 19977 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20822 members 
Mstep: Class 31 contains 19464 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20385 members 
Mstep: Class 34 contains 9349 members 
Mstep: Class 35 contains 21679 members 
Mstep: Class 36 contains 19242 members 
Mstep: Class 38 contains 19361 members 
Mstep: Class 39 contains 19437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218016.000000 Penalty: 119853.843750
Iteration 354Q: 38 clusters Score -8.721802e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 20821 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 44533 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 21735 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31331 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 18942 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 9572 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 11951 members 
Mstep: Class 25 contains 18672 members 
Mstep: Class 26 contains 21917 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20818 members 
Mstep: Class 31 contains 19475 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20382 members 
Mstep: Class 34 contains 9355 members 
Mstep: Class 35 contains 21699 members 
Mstep: Class 36 contains 19247 members 
Mstep: Class 38 contains 19343 members 
Mstep: Class 39 contains 19426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217880.000000 Penalty: 119853.843750
Iteration 355Q: 38 clusters Score -8.721788e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 44535 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 21746 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14234 members 
Mstep: Class 13 contains 31323 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19697 members 
Mstep: Class 16 contains 18950 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18888 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 9563 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 11949 members 
Mstep: Class 25 contains 18665 members 
Mstep: Class 26 contains 21895 members 
Mstep: Class 27 contains 19980 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20829 members 
Mstep: Class 31 contains 19476 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20384 members 
Mstep: Class 34 contains 9361 members 
Mstep: Class 35 contains 21712 members 
Mstep: Class 36 contains 19247 members 
Mstep: Class 38 contains 19340 members 
Mstep: Class 39 contains 19420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217920.000000 Penalty: 119853.843750
Iteration 356Q: 38 clusters Score -8.721792e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7484 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44550 members 
Mstep: Class 8 contains 10334 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14249 members 
Mstep: Class 13 contains 31322 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19700 members 
Mstep: Class 16 contains 18952 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18875 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 9554 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 11945 members 
Mstep: Class 25 contains 18668 members 
Mstep: Class 26 contains 21882 members 
Mstep: Class 27 contains 19975 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20836 members 
Mstep: Class 31 contains 19472 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 9364 members 
Mstep: Class 35 contains 21720 members 
Mstep: Class 36 contains 19246 members 
Mstep: Class 38 contains 19324 members 
Mstep: Class 39 contains 19415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217768.000000 Penalty: 119853.843750
Iteration 357Q: 38 clusters Score -8.721777e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 10348 members 
Mstep: Class 9 contains 21757 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 31319 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19717 members 
Mstep: Class 16 contains 18950 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 1170 members 
Mstep: Class 21 contains 9545 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 11945 members 
Mstep: Class 25 contains 18668 members 
Mstep: Class 26 contains 21860 members 
Mstep: Class 27 contains 19985 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20845 members 
Mstep: Class 31 contains 19476 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 9361 members 
Mstep: Class 35 contains 21729 members 
Mstep: Class 36 contains 19254 members 
Mstep: Class 38 contains 19304 members 
Mstep: Class 39 contains 19416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217912.000000 Penalty: 119853.843750
Iteration 358Q: 38 clusters Score -8.721791e+07 nChanged 472
Entering ConstructFrom: 
Score: -87217912.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -201931.171875 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201931.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202299.421875 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202299.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202423.234375 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202423.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -202489.750000 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202489.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202542.484375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202542.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -202598.125000 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202598.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -202657.562500 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202710.484375 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202775.062500 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -202839.218750 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -202902.250000 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202902.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -202975.187500 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202975.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -203077.421875 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -203077.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203216.031250 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -203216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -203357.578125 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203357.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203450.453125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -203498.109375 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203515.484375 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203515.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -203520.968750 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -203522.328125 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -203525.453125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -203526.421875 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -203526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203527.656250 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -203529.406250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -203531.187500 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -203532.875000 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -203535.328125 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -203538.593750 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -203540.406250 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203541.828125 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203541.828125 Penalty: 3506.657715
	Iteration 30F: 3 clusters Score -203541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -27857.000000 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27921.140625 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27921.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 215 members 
Entering Unmasked Estep 
Score: -57362.328125 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57362.33 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57861.507812 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57861.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -58323.027344 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -58323.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -58601.816406 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -58601.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -58708.378906 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58708.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -58724.394531 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58724.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -58736.562500 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58736.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -58739.050781 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58739.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58742.136719 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58742.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -58742.136719 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -58742.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 295 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 10356 members 
Mstep: Class 9 contains 21758 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 31325 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19736 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 11948 members 
Mstep: Class 25 contains 18665 members 
Mstep: Class 26 contains 21830 members 
Mstep: Class 27 contains 19997 members 
Mstep: Class 28 contains 126 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20857 members 
Mstep: Class 31 contains 19470 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 9359 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 19267 members 
Mstep: Class 38 contains 19286 members 
Mstep: Class 39 contains 19427 members 
Entering Unmasked Estep 
Score: -87216400.000000 Penalty: 123093.132812
Splitting cluster 3 changes total score from -87217912.000000 to -87216400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -1356424.750000 Penalty: 2212.256592
	Iteration 0F: 2 clusters Score -1356425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1350403.500000 Penalty: 4424.513184
	Iteration 0F: 3 clusters Score -1350404 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1352178.000000 Penalty: 4424.513184
	Iteration 1F: 3 clusters Score -1352178 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1352702.375000 Penalty: 4424.513184
	Iteration 2F: 3 clusters Score -1352702 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1353202.250000 Penalty: 4424.513184
	Iteration 3F: 3 clusters Score -1353202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1353638.375000 Penalty: 4424.513184
	Iteration 4F: 3 clusters Score -1353638 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1353991.250000 Penalty: 4424.513184
	Iteration 5F: 3 clusters Score -1353991 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1354273.750000 Penalty: 4424.513184
	Iteration 6Q: 3 clusters Score -1354274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1354535.000000 Penalty: 4424.513184
	Iteration 7Q: 3 clusters Score -1354535 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1354768.375000 Penalty: 4424.513184
	Iteration 8Q: 3 clusters Score -1354768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1354989.500000 Penalty: 4424.513184
	Iteration 9Q: 3 clusters Score -1354990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1355198.250000 Penalty: 4424.513184
	Iteration 10Q: 3 clusters Score -1355198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1355401.500000 Penalty: 4424.513184
	Iteration 11Q: 3 clusters Score -1355402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1355559.750000 Penalty: 4424.513184
	Iteration 12Q: 3 clusters Score -1355560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1355686.375000 Penalty: 4424.513184
	Iteration 13Q: 3 clusters Score -1355686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1355762.375000 Penalty: 4424.513184
	Iteration 14Q: 3 clusters Score -1355762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1355788.250000 Penalty: 4424.513184
	Iteration 15Q: 3 clusters Score -1355788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1355797.500000 Penalty: 4424.513184
	Iteration 16Q: 3 clusters Score -1355798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1355802.125000 Penalty: 4424.513184
	Iteration 17Q: 3 clusters Score -1355802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1355807.375000 Penalty: 4424.513184
	Iteration 18Q: 3 clusters Score -1355807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1355811.875000 Penalty: 4424.513184
	Iteration 19Q: 3 clusters Score -1355812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1355818.000000 Penalty: 4424.513184
	Iteration 20F: 3 clusters Score -1355818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1355817.500000 Penalty: 4424.513184
	Iteration 21Q: 3 clusters Score -1355818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1355820.375000 Penalty: 4424.513184
	Iteration 22Q: 3 clusters Score -1355820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1355820.750000 Penalty: 4424.513184
	Iteration 23Q: 3 clusters Score -1355821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1355821.000000 Penalty: 4424.513184
	Iteration 24Q: 3 clusters Score -1355821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1355821.375000 Penalty: 4424.513184
	Iteration 25Q: 3 clusters Score -1355821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1355821.750000 Penalty: 4424.513184
	Iteration 26Q: 3 clusters Score -1355822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1355822.250000 Penalty: 4424.513184
	Iteration 27Q: 3 clusters Score -1355822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1355822.250000 Penalty: 4424.513184
	Iteration 28F: 3 clusters Score -1355822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Entering Unmasked Estep 
Score: -3896224.750000 Penalty: 2465.910889
	Iteration 0F: 2 clusters Score -3896225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3882366.500000 Penalty: 4931.821777
	Iteration 0F: 3 clusters Score -3882366 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -3887211.750000 Penalty: 4931.821777
	Iteration 1F: 3 clusters Score -3887212 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3887555.750000 Penalty: 4931.821777
	Iteration 2Q: 3 clusters Score -3887556 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3887833.500000 Penalty: 4931.821777
	Iteration 3Q: 3 clusters Score -3887834 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3888059.750000 Penalty: 4931.821777
	Iteration 4Q: 3 clusters Score -3888060 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3888255.250000 Penalty: 4931.821777
	Iteration 5Q: 3 clusters Score -3888255 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3888424.750000 Penalty: 4931.821777
	Iteration 6Q: 3 clusters Score -3888425 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3888573.250000 Penalty: 4931.821777
	Iteration 7Q: 3 clusters Score -3888573 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3888726.000000 Penalty: 4931.821777
	Iteration 8Q: 3 clusters Score -3888726 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3888932.750000 Penalty: 4931.821777
	Iteration 9Q: 3 clusters Score -3888933 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3889156.500000 Penalty: 4931.821777
	Iteration 10Q: 3 clusters Score -3889156 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3889457.500000 Penalty: 4931.821777
	Iteration 11Q: 3 clusters Score -3889458 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3889856.000000 Penalty: 4931.821777
	Iteration 12Q: 3 clusters Score -3889856 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3890348.250000 Penalty: 4931.821777
	Iteration 13Q: 3 clusters Score -3890348 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3890946.750000 Penalty: 4931.821777
	Iteration 14Q: 3 clusters Score -3890947 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3891655.250000 Penalty: 4931.821777
	Iteration 15Q: 3 clusters Score -3891655 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3892323.500000 Penalty: 4931.821777
	Iteration 16Q: 3 clusters Score -3892324 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3892929.000000 Penalty: 4931.821777
	Iteration 17Q: 3 clusters Score -3892929 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3893374.250000 Penalty: 4931.821777
	Iteration 18Q: 3 clusters Score -3893374 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3893633.000000 Penalty: 4931.821777
	Iteration 19Q: 3 clusters Score -3893633 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3893840.250000 Penalty: 4931.821777
	Iteration 20F: 3 clusters Score -3893840 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3893933.750000 Penalty: 4931.821777
	Iteration 21Q: 3 clusters Score -3893934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3893992.500000 Penalty: 4931.821777
	Iteration 22Q: 3 clusters Score -3893992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3894040.500000 Penalty: 4931.821777
	Iteration 23Q: 3 clusters Score -3894040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3894065.000000 Penalty: 4931.821777
	Iteration 24Q: 3 clusters Score -3894065 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3894087.750000 Penalty: 4931.821777
	Iteration 25Q: 3 clusters Score -3894088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3894114.750000 Penalty: 4931.821777
	Iteration 26Q: 3 clusters Score -3894115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3894133.750000 Penalty: 4931.821777
	Iteration 27Q: 3 clusters Score -3894134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -3894136.750000 Penalty: 4931.821777
	Iteration 28Q: 3 clusters Score -3894137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3894143.500000 Penalty: 4931.821777
	Iteration 29Q: 3 clusters Score -3894144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3894152.000000 Penalty: 4931.821777
	Iteration 30Q: 3 clusters Score -3894152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3894164.750000 Penalty: 4931.821777
	Iteration 31Q: 3 clusters Score -3894165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3894177.500000 Penalty: 4931.821777
	Iteration 32Q: 3 clusters Score -3894178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3894193.750000 Penalty: 4931.821777
	Iteration 33Q: 3 clusters Score -3894194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3894201.000000 Penalty: 4931.821777
	Iteration 34Q: 3 clusters Score -3894201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3894211.750000 Penalty: 4931.821777
	Iteration 35Q: 3 clusters Score -3894212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3894221.750000 Penalty: 4931.821777
	Iteration 36Q: 3 clusters Score -3894222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3894225.000000 Penalty: 4931.821777
	Iteration 37Q: 3 clusters Score -3894225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3894232.250000 Penalty: 4931.821777
	Iteration 38Q: 3 clusters Score -3894232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3894240.250000 Penalty: 4931.821777
	Iteration 39Q: 3 clusters Score -3894240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3894238.750000 Penalty: 4931.821777
	Iteration 40F: 3 clusters Score -3894239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3894243.500000 Penalty: 4931.821777
	Iteration 41Q: 3 clusters Score -3894244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3894248.500000 Penalty: 4931.821777
	Iteration 42Q: 3 clusters Score -3894248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3894252.000000 Penalty: 4931.821777
	Iteration 43Q: 3 clusters Score -3894252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3894250.750000 Penalty: 4931.821777
	Iteration 44Q: 3 clusters Score -3894251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3894253.250000 Penalty: 4931.821777
	Iteration 45Q: 3 clusters Score -3894253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3894254.250000 Penalty: 4931.821777
	Iteration 46Q: 3 clusters Score -3894254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3894254.750000 Penalty: 4931.821777
	Iteration 47Q: 3 clusters Score -3894255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3894258.750000 Penalty: 4931.821777
	Iteration 48Q: 3 clusters Score -3894259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3894260.000000 Penalty: 4931.821777
	Iteration 49Q: 3 clusters Score -3894260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3894259.250000 Penalty: 4931.821777
	Iteration 50Q: 3 clusters Score -3894259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3894262.500000 Penalty: 4931.821777
	Iteration 51Q: 3 clusters Score -3894262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3894262.500000 Penalty: 4931.821777
	Iteration 52F: 3 clusters Score -3894262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -699765.062500 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -699765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -695864.250000 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -695864.2 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -696750.937500 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -696750.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -696905.812500 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -696905.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -697016.937500 Penalty: 4119.520020
	Iteration 3Q: 3 clusters Score -697016.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -697103.250000 Penalty: 4119.520020
	Iteration 4Q: 3 clusters Score -697103.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -697156.875000 Penalty: 4119.520020
	Iteration 5Q: 3 clusters Score -697156.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -697196.250000 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -697196.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -697235.687500 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -697235.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -697267.062500 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -697267.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -697293.500000 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -697293.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -697317.750000 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -697317.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -697336.000000 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -697336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -697349.375000 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -697349.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -697361.125000 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -697361.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -697373.562500 Penalty: 4119.520020
	Iteration 14Q: 3 clusters Score -697373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -697384.000000 Penalty: 4119.520020
	Iteration 15Q: 3 clusters Score -697384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -697395.062500 Penalty: 4119.520020
	Iteration 16Q: 3 clusters Score -697395.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -697404.750000 Penalty: 4119.520020
	Iteration 17Q: 3 clusters Score -697404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -697411.375000 Penalty: 4119.520020
	Iteration 18Q: 3 clusters Score -697411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -697417.125000 Penalty: 4119.520020
	Iteration 19Q: 3 clusters Score -697417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -697424.562500 Penalty: 4119.520020
	Iteration 20F: 3 clusters Score -697424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -697430.250000 Penalty: 4119.520020
	Iteration 21Q: 3 clusters Score -697430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -697434.687500 Penalty: 4119.520020
	Iteration 22Q: 3 clusters Score -697434.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -697442.250000 Penalty: 4119.520020
	Iteration 23Q: 3 clusters Score -697442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -697449.937500 Penalty: 4119.520020
	Iteration 24Q: 3 clusters Score -697449.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -697457.375000 Penalty: 4119.520020
	Iteration 25Q: 3 clusters Score -697457.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -697462.625000 Penalty: 4119.520020
	Iteration 26Q: 3 clusters Score -697462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -697468.937500 Penalty: 4119.520020
	Iteration 27Q: 3 clusters Score -697468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -697473.812500 Penalty: 4119.520020
	Iteration 28Q: 3 clusters Score -697473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -697480.750000 Penalty: 4119.520020
	Iteration 29Q: 3 clusters Score -697480.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -697490.375000 Penalty: 4119.520020
	Iteration 30Q: 3 clusters Score -697490.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -697493.500000 Penalty: 4119.520020
	Iteration 31Q: 3 clusters Score -697493.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -697500.187500 Penalty: 4119.520020
	Iteration 32Q: 3 clusters Score -697500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -697510.687500 Penalty: 4119.520020
	Iteration 33Q: 3 clusters Score -697510.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -697518.437500 Penalty: 4119.520020
	Iteration 34Q: 3 clusters Score -697518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -697523.625000 Penalty: 4119.520020
	Iteration 35Q: 3 clusters Score -697523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -697527.187500 Penalty: 4119.520020
	Iteration 36Q: 3 clusters Score -697527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -697529.187500 Penalty: 4119.520020
	Iteration 37Q: 3 clusters Score -697529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -697532.250000 Penalty: 4119.520020
	Iteration 38Q: 3 clusters Score -697532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -697535.437500 Penalty: 4119.520020
	Iteration 39Q: 3 clusters Score -697535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -697543.812500 Penalty: 4119.520020
	Iteration 40F: 3 clusters Score -697543.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -697552.562500 Penalty: 4119.520020
	Iteration 41Q: 3 clusters Score -697552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -697560.375000 Penalty: 4119.520020
	Iteration 42Q: 3 clusters Score -697560.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -697572.812500 Penalty: 4119.520020
	Iteration 43Q: 3 clusters Score -697572.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -697586.937500 Penalty: 4119.520020
	Iteration 44Q: 3 clusters Score -697586.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -697597.750000 Penalty: 4119.520020
	Iteration 45Q: 3 clusters Score -697597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -697605.812500 Penalty: 4119.520020
	Iteration 46Q: 3 clusters Score -697605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -697613.250000 Penalty: 4119.520020
	Iteration 47Q: 3 clusters Score -697613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -697624.750000 Penalty: 4119.520020
	Iteration 48Q: 3 clusters Score -697624.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -697635.062500 Penalty: 4119.520020
	Iteration 49Q: 3 clusters Score -697635.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -697645.000000 Penalty: 4119.520020
	Iteration 50Q: 3 clusters Score -697645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -697660.875000 Penalty: 4119.520020
	Iteration 51Q: 3 clusters Score -697660.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -697677.750000 Penalty: 4119.520020
	Iteration 52Q: 3 clusters Score -697677.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -697693.687500 Penalty: 4119.520020
	Iteration 53Q: 3 clusters Score -697693.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -697714.812500 Penalty: 4119.520020
	Iteration 54Q: 3 clusters Score -697714.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -697736.875000 Penalty: 4119.520020
	Iteration 55Q: 3 clusters Score -697736.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -697760.625000 Penalty: 4119.520020
	Iteration 56Q: 3 clusters Score -697760.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -697783.375000 Penalty: 4119.520020
	Iteration 57Q: 3 clusters Score -697783.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -697804.000000 Penalty: 4119.520020
	Iteration 58Q: 3 clusters Score -697804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -697826.375000 Penalty: 4119.520020
	Iteration 59Q: 3 clusters Score -697826.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -697848.437500 Penalty: 4119.520020
	Iteration 60F: 3 clusters Score -697848.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -697866.000000 Penalty: 4119.520020
	Iteration 61Q: 3 clusters Score -697866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -697891.250000 Penalty: 4119.520020
	Iteration 62Q: 3 clusters Score -697891.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -697915.250000 Penalty: 4119.520020
	Iteration 63Q: 3 clusters Score -697915.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -697935.187500 Penalty: 4119.520020
	Iteration 64Q: 3 clusters Score -697935.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -697959.125000 Penalty: 4119.520020
	Iteration 65Q: 3 clusters Score -697959.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -697985.062500 Penalty: 4119.520020
	Iteration 66Q: 3 clusters Score -697985.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -697997.625000 Penalty: 4119.520020
	Iteration 67Q: 3 clusters Score -697997.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -698005.312500 Penalty: 4119.520020
	Iteration 68Q: 3 clusters Score -698005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -698012.375000 Penalty: 4119.520020
	Iteration 69Q: 3 clusters Score -698012.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -698022.250000 Penalty: 4119.520020
	Iteration 70Q: 3 clusters Score -698022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -698029.625000 Penalty: 4119.520020
	Iteration 71Q: 3 clusters Score -698029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -698032.687500 Penalty: 4119.520020
	Iteration 72Q: 3 clusters Score -698032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -698032.500000 Penalty: 4119.520020
	Iteration 73Q: 3 clusters Score -698032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -698032.500000 Penalty: 4119.520020
	Iteration 74F: 3 clusters Score -698032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Entering Unmasked Estep 
Score: -7892569.000000 Penalty: 2654.710938
	Iteration 0F: 2 clusters Score -7892569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7867306.500000 Penalty: 5309.421875
	Iteration 0F: 3 clusters Score -7867306 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -7878572.000000 Penalty: 5309.421875
	Iteration 1F: 3 clusters Score -7878572 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7879109.000000 Penalty: 5309.421875
	Iteration 2Q: 3 clusters Score -7879109 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -7879706.500000 Penalty: 5309.421875
	Iteration 3Q: 3 clusters Score -7879706 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -7880412.000000 Penalty: 5309.421875
	Iteration 4Q: 3 clusters Score -7880412 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -7881363.000000 Penalty: 5309.421875
	Iteration 5Q: 3 clusters Score -7881363 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -7882905.000000 Penalty: 5309.421875
	Iteration 6F: 3 clusters Score -7882905 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7885068.000000 Penalty: 5309.421875
	Iteration 7F: 3 clusters Score -7885068 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -7887815.000000 Penalty: 5309.421875
	Iteration 8F: 3 clusters Score -7887815 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -7889591.000000 Penalty: 5309.421875
	Iteration 9F: 3 clusters Score -7889591 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7890067.000000 Penalty: 5309.421875
	Iteration 10Q: 3 clusters Score -7890067 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -7890191.500000 Penalty: 5309.421875
	Iteration 11Q: 3 clusters Score -7890192 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -7890292.000000 Penalty: 5309.421875
	Iteration 12Q: 3 clusters Score -7890292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -7890364.500000 Penalty: 5309.421875
	Iteration 13Q: 3 clusters Score -7890364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -7890414.000000 Penalty: 5309.421875
	Iteration 14Q: 3 clusters Score -7890414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -7890462.500000 Penalty: 5309.421875
	Iteration 15Q: 3 clusters Score -7890462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -7890481.000000 Penalty: 5309.421875
	Iteration 16Q: 3 clusters Score -7890481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -7890498.000000 Penalty: 5309.421875
	Iteration 17Q: 3 clusters Score -7890498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -7890508.000000 Penalty: 5309.421875
	Iteration 18Q: 3 clusters Score -7890508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -7890538.500000 Penalty: 5309.421875
	Iteration 19Q: 3 clusters Score -7890538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -7890538.000000 Penalty: 5309.421875
	Iteration 20F: 3 clusters Score -7890538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -7890544.000000 Penalty: 5309.421875
	Iteration 21Q: 3 clusters Score -7890544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -7890554.000000 Penalty: 5309.421875
	Iteration 22Q: 3 clusters Score -7890554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -7890563.000000 Penalty: 5309.421875
	Iteration 23Q: 3 clusters Score -7890563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -7890558.500000 Penalty: 5309.421875
	Iteration 24Q: 3 clusters Score -7890558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -7890558.500000 Penalty: 5309.421875
	Iteration 25F: 3 clusters Score -7890558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -2050951.250000 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -2050951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2043192.250000 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -2043192 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2045404.375000 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -2045404 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2045685.500000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -2045686 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2045871.750000 Penalty: 4585.679199
	Iteration 3Q: 3 clusters Score -2045872 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2046013.125000 Penalty: 4585.679199
	Iteration 4Q: 3 clusters Score -2046013 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2046142.750000 Penalty: 4585.679199
	Iteration 5Q: 3 clusters Score -2046143 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2046260.875000 Penalty: 4585.679199
	Iteration 6Q: 3 clusters Score -2046261 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2046353.125000 Penalty: 4585.679199
	Iteration 7Q: 3 clusters Score -2046353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2046420.875000 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -2046421 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2046501.875000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -2046502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2046565.000000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -2046565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2046622.625000 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -2046623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2046682.125000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -2046682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2046734.500000 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -2046734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2046776.000000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -2046776 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2046828.625000 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -2046829 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2046877.000000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -2046877 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2046929.875000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -2046930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2046992.125000 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -2046992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2047049.250000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -2047049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2047105.250000 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -2047105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2047166.250000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -2047166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2047237.750000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -2047238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2047325.375000 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -2047325 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2047434.875000 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -2047435 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2047555.500000 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -2047556 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2047691.000000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -2047691 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2047811.125000 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -2047811 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2047929.500000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -2047930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2048012.500000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -2048012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2048081.125000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -2048081 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2048132.625000 Penalty: 4585.679199
	Iteration 31Q: 3 clusters Score -2048133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2048168.125000 Penalty: 4585.679199
	Iteration 32Q: 3 clusters Score -2048168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2048198.625000 Penalty: 4585.679199
	Iteration 33Q: 3 clusters Score -2048199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2048229.125000 Penalty: 4585.679199
	Iteration 34Q: 3 clusters Score -2048229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2048247.625000 Penalty: 4585.679199
	Iteration 35Q: 3 clusters Score -2048248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2048271.875000 Penalty: 4585.679199
	Iteration 36Q: 3 clusters Score -2048272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2048283.375000 Penalty: 4585.679199
	Iteration 37Q: 3 clusters Score -2048283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2048306.500000 Penalty: 4585.679199
	Iteration 38Q: 3 clusters Score -2048306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2048336.125000 Penalty: 4585.679199
	Iteration 39Q: 3 clusters Score -2048336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2048362.875000 Penalty: 4585.679199
	Iteration 40F: 3 clusters Score -2048363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2048394.875000 Penalty: 4585.679199
	Iteration 41Q: 3 clusters Score -2048395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2048425.750000 Penalty: 4585.679199
	Iteration 42Q: 3 clusters Score -2048426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2048452.250000 Penalty: 4585.679199
	Iteration 43Q: 3 clusters Score -2048452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2048470.500000 Penalty: 4585.679199
	Iteration 44Q: 3 clusters Score -2048470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2048478.250000 Penalty: 4585.679199
	Iteration 45Q: 3 clusters Score -2048478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2048483.500000 Penalty: 4585.679199
	Iteration 46Q: 3 clusters Score -2048484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2048495.750000 Penalty: 4585.679199
	Iteration 47Q: 3 clusters Score -2048496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2048504.625000 Penalty: 4585.679199
	Iteration 48Q: 3 clusters Score -2048505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2048509.250000 Penalty: 4585.679199
	Iteration 49Q: 3 clusters Score -2048509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2048511.625000 Penalty: 4585.679199
	Iteration 50Q: 3 clusters Score -2048512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2048512.125000 Penalty: 4585.679199
	Iteration 51Q: 3 clusters Score -2048512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2048515.625000 Penalty: 4585.679199
	Iteration 52Q: 3 clusters Score -2048516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2048522.000000 Penalty: 4585.679199
	Iteration 53Q: 3 clusters Score -2048522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2048529.000000 Penalty: 4585.679199
	Iteration 54Q: 3 clusters Score -2048529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2048533.250000 Penalty: 4585.679199
	Iteration 55Q: 3 clusters Score -2048533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2048531.500000 Penalty: 4585.679199
	Iteration 56Q: 3 clusters Score -2048532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2048537.625000 Penalty: 4585.679199
	Iteration 57Q: 3 clusters Score -2048538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2048536.500000 Penalty: 4585.679199
	Iteration 58Q: 3 clusters Score -2048536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2048540.750000 Penalty: 4585.679199
	Iteration 59Q: 3 clusters Score -2048541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2048544.625000 Penalty: 4585.679199
	Iteration 60F: 3 clusters Score -2048545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2048546.000000 Penalty: 4585.679199
	Iteration 61Q: 3 clusters Score -2048546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2048543.500000 Penalty: 4585.679199
	Iteration 62Q: 3 clusters Score -2048544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2048554.125000 Penalty: 4585.679199
	Iteration 63Q: 3 clusters Score -2048554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2048559.375000 Penalty: 4585.679199
	Iteration 64Q: 3 clusters Score -2048559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2048565.500000 Penalty: 4585.679199
	Iteration 65Q: 3 clusters Score -2048566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2048564.125000 Penalty: 4585.679199
	Iteration 66Q: 3 clusters Score -2048564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2048563.500000 Penalty: 4585.679199
	Iteration 67Q: 3 clusters Score -2048564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2048567.000000 Penalty: 4585.679199
	Iteration 68Q: 3 clusters Score -2048567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2048567.875000 Penalty: 4585.679199
	Iteration 69Q: 3 clusters Score -2048568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2048571.500000 Penalty: 4585.679199
	Iteration 70Q: 3 clusters Score -2048572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2048572.750000 Penalty: 4585.679199
	Iteration 71Q: 3 clusters Score -2048573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2048571.750000 Penalty: 4585.679199
	Iteration 72Q: 3 clusters Score -2048572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2048567.500000 Penalty: 4585.679199
	Iteration 73Q: 3 clusters Score -2048568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2048570.625000 Penalty: 4585.679199
	Iteration 74Q: 3 clusters Score -2048571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2048571.000000 Penalty: 4585.679199
	Iteration 75Q: 3 clusters Score -2048571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2048568.625000 Penalty: 4585.679199
	Iteration 76Q: 3 clusters Score -2048569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2048568.625000 Penalty: 4585.679199
	Iteration 77F: 3 clusters Score -2048569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Entering Unmasked Estep 
Score: -4064219.500000 Penalty: 2476.958740
	Iteration 0F: 2 clusters Score -4064220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4049265.250000 Penalty: 4953.917480
	Iteration 0F: 3 clusters Score -4049265 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4054390.500000 Penalty: 4953.917480
	Iteration 1F: 3 clusters Score -4054390 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4054752.750000 Penalty: 4953.917480
	Iteration 2Q: 3 clusters Score -4054753 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4055048.750000 Penalty: 4953.917480
	Iteration 3Q: 3 clusters Score -4055049 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4055331.000000 Penalty: 4953.917480
	Iteration 4Q: 3 clusters Score -4055331 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4055558.500000 Penalty: 4953.917480
	Iteration 5Q: 3 clusters Score -4055558 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4055859.500000 Penalty: 4953.917480
	Iteration 6Q: 3 clusters Score -4055860 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -4056216.500000 Penalty: 4953.917480
	Iteration 7Q: 3 clusters Score -4056216 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4056673.500000 Penalty: 4953.917480
	Iteration 8Q: 3 clusters Score -4056674 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -4057219.250000 Penalty: 4953.917480
	Iteration 9Q: 3 clusters Score -4057219 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4057779.750000 Penalty: 4953.917480
	Iteration 10Q: 3 clusters Score -4057780 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4058373.750000 Penalty: 4953.917480
	Iteration 11Q: 3 clusters Score -4058374 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4058935.250000 Penalty: 4953.917480
	Iteration 12Q: 3 clusters Score -4058935 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4059348.500000 Penalty: 4953.917480
	Iteration 13Q: 3 clusters Score -4059348 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4059687.500000 Penalty: 4953.917480
	Iteration 14Q: 3 clusters Score -4059688 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4059948.500000 Penalty: 4953.917480
	Iteration 15Q: 3 clusters Score -4059948 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4060110.750000 Penalty: 4953.917480
	Iteration 16Q: 3 clusters Score -4060111 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -4060256.000000 Penalty: 4953.917480
	Iteration 17Q: 3 clusters Score -4060256 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4060349.250000 Penalty: 4953.917480
	Iteration 18Q: 3 clusters Score -4060349 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4060433.750000 Penalty: 4953.917480
	Iteration 19Q: 3 clusters Score -4060434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4060498.500000 Penalty: 4953.917480
	Iteration 20F: 3 clusters Score -4060498 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4060571.250000 Penalty: 4953.917480
	Iteration 21Q: 3 clusters Score -4060571 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4060658.000000 Penalty: 4953.917480
	Iteration 22Q: 3 clusters Score -4060658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4060765.000000 Penalty: 4953.917480
	Iteration 23Q: 3 clusters Score -4060765 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4060879.000000 Penalty: 4953.917480
	Iteration 24Q: 3 clusters Score -4060879 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4060985.250000 Penalty: 4953.917480
	Iteration 25Q: 3 clusters Score -4060985 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4061117.500000 Penalty: 4953.917480
	Iteration 26Q: 3 clusters Score -4061118 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4061308.250000 Penalty: 4953.917480
	Iteration 27Q: 3 clusters Score -4061308 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4061477.000000 Penalty: 4953.917480
	Iteration 28Q: 3 clusters Score -4061477 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4061614.250000 Penalty: 4953.917480
	Iteration 29Q: 3 clusters Score -4061614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4061705.750000 Penalty: 4953.917480
	Iteration 30Q: 3 clusters Score -4061706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4061806.000000 Penalty: 4953.917480
	Iteration 31Q: 3 clusters Score -4061806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4061884.750000 Penalty: 4953.917480
	Iteration 32Q: 3 clusters Score -4061885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4061939.000000 Penalty: 4953.917480
	Iteration 33Q: 3 clusters Score -4061939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4061974.250000 Penalty: 4953.917480
	Iteration 34Q: 3 clusters Score -4061974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4062022.000000 Penalty: 4953.917480
	Iteration 35Q: 3 clusters Score -4062022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4062057.750000 Penalty: 4953.917480
	Iteration 36Q: 3 clusters Score -4062058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4062076.250000 Penalty: 4953.917480
	Iteration 37Q: 3 clusters Score -4062076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4062083.000000 Penalty: 4953.917480
	Iteration 38Q: 3 clusters Score -4062083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4062078.750000 Penalty: 4953.917480
	Iteration 39Q: 3 clusters Score -4062079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4062102.250000 Penalty: 4953.917480
	Iteration 40F: 3 clusters Score -4062102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4062114.000000 Penalty: 4953.917480
	Iteration 41Q: 3 clusters Score -4062114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4062123.250000 Penalty: 4953.917480
	Iteration 42Q: 3 clusters Score -4062123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4062126.750000 Penalty: 4953.917480
	Iteration 43Q: 3 clusters Score -4062127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4062130.750000 Penalty: 4953.917480
	Iteration 44Q: 3 clusters Score -4062131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4062135.750000 Penalty: 4953.917480
	Iteration 45Q: 3 clusters Score -4062136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4062145.750000 Penalty: 4953.917480
	Iteration 46Q: 3 clusters Score -4062146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4062152.500000 Penalty: 4953.917480
	Iteration 47Q: 3 clusters Score -4062152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4062150.500000 Penalty: 4953.917480
	Iteration 48Q: 3 clusters Score -4062150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4062148.000000 Penalty: 4953.917480
	Iteration 49Q: 3 clusters Score -4062148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4062152.000000 Penalty: 4953.917480
	Iteration 50Q: 3 clusters Score -4062152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4062153.750000 Penalty: 4953.917480
	Iteration 51Q: 3 clusters Score -4062154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4062149.750000 Penalty: 4953.917480
	Iteration 52Q: 3 clusters Score -4062150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4062149.750000 Penalty: 4953.917480
	Iteration 53F: 3 clusters Score -4062150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80458.007812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80458.01 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 244 members 
Entering Unmasked Estep 
Score: -78947.039062 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -78947.04 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79137.328125 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79137.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79260.703125 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -79260.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79366.414062 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -79366.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79458.859375 Penalty: 3088.362305
	Iteration 4F: 3 clusters Score -79458.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -79547.375000 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79547.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79603.515625 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79603.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -79630.070312 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79630.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79658.117188 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79658.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79664.070312 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -79664.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79682.578125 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -79682.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -79697.445312 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -79697.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -79706.546875 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -79706.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79709.664062 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -79709.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79709.664062 Penalty: 3088.362305
	Iteration 14F: 3 clusters Score -79709.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -370195.312500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -370195.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -367496.437500 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -367496.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -368016.312500 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -368016.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -368216.812500 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -368216.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -368338.937500 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -368338.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -368418.250000 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -368418.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -368463.687500 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -368463.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -368506.093750 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -368506.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -368535.812500 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -368535.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -368556.968750 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -368557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -368572.593750 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -368572.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -368595.437500 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -368595.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -368616.187500 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -368616.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -368636.062500 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -368636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -368659.281250 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -368659.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -368674.343750 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -368674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -368687.593750 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -368687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -368696.093750 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -368696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -368700.468750 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -368700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -368706.375000 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -368706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -368710.718750 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -368710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -368715.781250 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -368715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -368721.343750 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -368721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -368725.687500 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -368725.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -368731.593750 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -368731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -368734.468750 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -368734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -368736.531250 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -368736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -368739.187500 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -368739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -368740.093750 Penalty: 3805.687988
	Iteration 27Q: 3 clusters Score -368740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -368739.906250 Penalty: 3805.687988
	Iteration 28Q: 3 clusters Score -368739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -368739.906250 Penalty: 3805.687988
	Iteration 29F: 3 clusters Score -368739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Entering Unmasked Estep 
Score: -2791166.500000 Penalty: 2371.964355
	Iteration 0F: 2 clusters Score -2791166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2780871.750000 Penalty: 4743.928711
	Iteration 0F: 3 clusters Score -2780872 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2784016.500000 Penalty: 4743.928711
	Iteration 1F: 3 clusters Score -2784016 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2784311.750000 Penalty: 4743.928711
	Iteration 2F: 3 clusters Score -2784312 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2784504.750000 Penalty: 4743.928711
	Iteration 3Q: 3 clusters Score -2784505 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2784665.750000 Penalty: 4743.928711
	Iteration 4Q: 3 clusters Score -2784666 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2784773.000000 Penalty: 4743.928711
	Iteration 5Q: 3 clusters Score -2784773 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2784854.000000 Penalty: 4743.928711
	Iteration 6Q: 3 clusters Score -2784854 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2784937.500000 Penalty: 4743.928711
	Iteration 7Q: 3 clusters Score -2784938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2785000.500000 Penalty: 4743.928711
	Iteration 8Q: 3 clusters Score -2785000 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2785064.750000 Penalty: 4743.928711
	Iteration 9Q: 3 clusters Score -2785065 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2785130.250000 Penalty: 4743.928711
	Iteration 10Q: 3 clusters Score -2785130 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2785164.000000 Penalty: 4743.928711
	Iteration 11Q: 3 clusters Score -2785164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2785201.250000 Penalty: 4743.928711
	Iteration 12Q: 3 clusters Score -2785201 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2785235.000000 Penalty: 4743.928711
	Iteration 13Q: 3 clusters Score -2785235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2785272.750000 Penalty: 4743.928711
	Iteration 14Q: 3 clusters Score -2785273 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2785321.500000 Penalty: 4743.928711
	Iteration 15Q: 3 clusters Score -2785322 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2785376.000000 Penalty: 4743.928711
	Iteration 16Q: 3 clusters Score -2785376 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2785432.500000 Penalty: 4743.928711
	Iteration 17Q: 3 clusters Score -2785432 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2785499.500000 Penalty: 4743.928711
	Iteration 18Q: 3 clusters Score -2785500 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2785588.250000 Penalty: 4743.928711
	Iteration 19Q: 3 clusters Score -2785588 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2785711.500000 Penalty: 4743.928711
	Iteration 20F: 3 clusters Score -2785712 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2785874.500000 Penalty: 4743.928711
	Iteration 21Q: 3 clusters Score -2785874 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2786081.750000 Penalty: 4743.928711
	Iteration 22Q: 3 clusters Score -2786082 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2786350.750000 Penalty: 4743.928711
	Iteration 23Q: 3 clusters Score -2786351 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2786646.750000 Penalty: 4743.928711
	Iteration 24Q: 3 clusters Score -2786647 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2786960.500000 Penalty: 4743.928711
	Iteration 25Q: 3 clusters Score -2786960 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2787229.750000 Penalty: 4743.928711
	Iteration 26Q: 3 clusters Score -2787230 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2787414.000000 Penalty: 4743.928711
	Iteration 27Q: 3 clusters Score -2787414 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2787566.000000 Penalty: 4743.928711
	Iteration 28Q: 3 clusters Score -2787566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2787667.250000 Penalty: 4743.928711
	Iteration 29Q: 3 clusters Score -2787667 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2787775.250000 Penalty: 4743.928711
	Iteration 30Q: 3 clusters Score -2787775 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2787854.250000 Penalty: 4743.928711
	Iteration 31Q: 3 clusters Score -2787854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2787924.500000 Penalty: 4743.928711
	Iteration 32Q: 3 clusters Score -2787924 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2787987.250000 Penalty: 4743.928711
	Iteration 33Q: 3 clusters Score -2787987 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2788045.750000 Penalty: 4743.928711
	Iteration 34Q: 3 clusters Score -2788046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2788088.750000 Penalty: 4743.928711
	Iteration 35Q: 3 clusters Score -2788089 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2788129.750000 Penalty: 4743.928711
	Iteration 36Q: 3 clusters Score -2788130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2788170.750000 Penalty: 4743.928711
	Iteration 37Q: 3 clusters Score -2788171 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2788208.250000 Penalty: 4743.928711
	Iteration 38Q: 3 clusters Score -2788208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2788244.250000 Penalty: 4743.928711
	Iteration 39Q: 3 clusters Score -2788244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2788289.750000 Penalty: 4743.928711
	Iteration 40F: 3 clusters Score -2788290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2788313.000000 Penalty: 4743.928711
	Iteration 41Q: 3 clusters Score -2788313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2788331.000000 Penalty: 4743.928711
	Iteration 42Q: 3 clusters Score -2788331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2788352.750000 Penalty: 4743.928711
	Iteration 43Q: 3 clusters Score -2788353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2788378.000000 Penalty: 4743.928711
	Iteration 44Q: 3 clusters Score -2788378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2788399.000000 Penalty: 4743.928711
	Iteration 45Q: 3 clusters Score -2788399 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2788426.750000 Penalty: 4743.928711
	Iteration 46Q: 3 clusters Score -2788427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2788454.500000 Penalty: 4743.928711
	Iteration 47Q: 3 clusters Score -2788454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2788482.250000 Penalty: 4743.928711
	Iteration 48Q: 3 clusters Score -2788482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2788517.000000 Penalty: 4743.928711
	Iteration 49Q: 3 clusters Score -2788517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2788550.500000 Penalty: 4743.928711
	Iteration 50Q: 3 clusters Score -2788550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2788571.250000 Penalty: 4743.928711
	Iteration 51Q: 3 clusters Score -2788571 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2788606.750000 Penalty: 4743.928711
	Iteration 52Q: 3 clusters Score -2788607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2788650.750000 Penalty: 4743.928711
	Iteration 53Q: 3 clusters Score -2788651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2788678.750000 Penalty: 4743.928711
	Iteration 54Q: 3 clusters Score -2788679 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2788715.000000 Penalty: 4743.928711
	Iteration 55Q: 3 clusters Score -2788715 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2788746.000000 Penalty: 4743.928711
	Iteration 56Q: 3 clusters Score -2788746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2788776.500000 Penalty: 4743.928711
	Iteration 57Q: 3 clusters Score -2788776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2788809.500000 Penalty: 4743.928711
	Iteration 58Q: 3 clusters Score -2788810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2788825.000000 Penalty: 4743.928711
	Iteration 59Q: 3 clusters Score -2788825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2788849.000000 Penalty: 4743.928711
	Iteration 60F: 3 clusters Score -2788849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2788878.500000 Penalty: 4743.928711
	Iteration 61Q: 3 clusters Score -2788878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2788896.500000 Penalty: 4743.928711
	Iteration 62Q: 3 clusters Score -2788896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2788912.250000 Penalty: 4743.928711
	Iteration 63Q: 3 clusters Score -2788912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2788926.250000 Penalty: 4743.928711
	Iteration 64Q: 3 clusters Score -2788926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2788934.250000 Penalty: 4743.928711
	Iteration 65Q: 3 clusters Score -2788934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2788941.750000 Penalty: 4743.928711
	Iteration 66Q: 3 clusters Score -2788942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2788953.250000 Penalty: 4743.928711
	Iteration 67Q: 3 clusters Score -2788953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2788956.500000 Penalty: 4743.928711
	Iteration 68Q: 3 clusters Score -2788956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2788965.750000 Penalty: 4743.928711
	Iteration 69Q: 3 clusters Score -2788966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2788993.500000 Penalty: 4743.928711
	Iteration 70Q: 3 clusters Score -2788994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2789005.250000 Penalty: 4743.928711
	Iteration 71Q: 3 clusters Score -2789005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2789009.500000 Penalty: 4743.928711
	Iteration 72Q: 3 clusters Score -2789010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2789019.250000 Penalty: 4743.928711
	Iteration 73Q: 3 clusters Score -2789019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2789026.250000 Penalty: 4743.928711
	Iteration 74Q: 3 clusters Score -2789026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2789031.250000 Penalty: 4743.928711
	Iteration 75Q: 3 clusters Score -2789031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2789035.500000 Penalty: 4743.928711
	Iteration 76Q: 3 clusters Score -2789036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2789041.250000 Penalty: 4743.928711
	Iteration 77Q: 3 clusters Score -2789041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2789046.000000 Penalty: 4743.928711
	Iteration 78Q: 3 clusters Score -2789046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2789051.250000 Penalty: 4743.928711
	Iteration 79Q: 3 clusters Score -2789051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2789068.750000 Penalty: 4743.928711
	Iteration 80F: 3 clusters Score -2789069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2789082.000000 Penalty: 4743.928711
	Iteration 81Q: 3 clusters Score -2789082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2789089.750000 Penalty: 4743.928711
	Iteration 82Q: 3 clusters Score -2789090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2789094.500000 Penalty: 4743.928711
	Iteration 83Q: 3 clusters Score -2789094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2789097.750000 Penalty: 4743.928711
	Iteration 84Q: 3 clusters Score -2789098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2789108.250000 Penalty: 4743.928711
	Iteration 85Q: 3 clusters Score -2789108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2789107.500000 Penalty: 4743.928711
	Iteration 86Q: 3 clusters Score -2789108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2789111.250000 Penalty: 4743.928711
	Iteration 87Q: 3 clusters Score -2789111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2789120.000000 Penalty: 4743.928711
	Iteration 88Q: 3 clusters Score -2789120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2789123.000000 Penalty: 4743.928711
	Iteration 89Q: 3 clusters Score -2789123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2789124.750000 Penalty: 4743.928711
	Iteration 90Q: 3 clusters Score -2789125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2789125.500000 Penalty: 4743.928711
	Iteration 91Q: 3 clusters Score -2789126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2789129.000000 Penalty: 4743.928711
	Iteration 92Q: 3 clusters Score -2789129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2789130.750000 Penalty: 4743.928711
	Iteration 93Q: 3 clusters Score -2789131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2789134.500000 Penalty: 4743.928711
	Iteration 94Q: 3 clusters Score -2789134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2789138.500000 Penalty: 4743.928711
	Iteration 95Q: 3 clusters Score -2789138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2789137.500000 Penalty: 4743.928711
	Iteration 96Q: 3 clusters Score -2789138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2789137.500000 Penalty: 4743.928711
	Iteration 97F: 3 clusters Score -2789138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Entering Unmasked Estep 
Score: -5860871.500000 Penalty: 2567.338623
	Iteration 0F: 2 clusters Score -5860872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5840842.000000 Penalty: 5134.677246
	Iteration 0F: 3 clusters Score -5840842 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5848339.500000 Penalty: 5134.677246
	Iteration 1F: 3 clusters Score -5848340 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5848909.500000 Penalty: 5134.677246
	Iteration 2Q: 3 clusters Score -5848910 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -5849464.500000 Penalty: 5134.677246
	Iteration 3Q: 3 clusters Score -5849464 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5850261.000000 Penalty: 5134.677246
	Iteration 4F: 3 clusters Score -5850261 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -5851190.000000 Penalty: 5134.677246
	Iteration 5F: 3 clusters Score -5851190 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -5852477.000000 Penalty: 5134.677246
	Iteration 6F: 3 clusters Score -5852477 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -5853866.500000 Penalty: 5134.677246
	Iteration 7F: 3 clusters Score -5853866 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5855318.000000 Penalty: 5134.677246
	Iteration 8F: 3 clusters Score -5855318 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5856369.500000 Penalty: 5134.677246
	Iteration 9Q: 3 clusters Score -5856370 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5857142.000000 Penalty: 5134.677246
	Iteration 10Q: 3 clusters Score -5857142 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5857694.000000 Penalty: 5134.677246
	Iteration 11Q: 3 clusters Score -5857694 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5858124.000000 Penalty: 5134.677246
	Iteration 12Q: 3 clusters Score -5858124 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5858337.000000 Penalty: 5134.677246
	Iteration 13Q: 3 clusters Score -5858337 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5858422.500000 Penalty: 5134.677246
	Iteration 14Q: 3 clusters Score -5858422 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5858527.500000 Penalty: 5134.677246
	Iteration 15Q: 3 clusters Score -5858528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5858562.500000 Penalty: 5134.677246
	Iteration 16Q: 3 clusters Score -5858562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5858596.500000 Penalty: 5134.677246
	Iteration 17Q: 3 clusters Score -5858596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5858633.000000 Penalty: 5134.677246
	Iteration 18Q: 3 clusters Score -5858633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5858666.000000 Penalty: 5134.677246
	Iteration 19Q: 3 clusters Score -5858666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5858694.500000 Penalty: 5134.677246
	Iteration 20F: 3 clusters Score -5858694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5858722.500000 Penalty: 5134.677246
	Iteration 21Q: 3 clusters Score -5858722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5858728.000000 Penalty: 5134.677246
	Iteration 22Q: 3 clusters Score -5858728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5858732.000000 Penalty: 5134.677246
	Iteration 23Q: 3 clusters Score -5858732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5858736.000000 Penalty: 5134.677246
	Iteration 24Q: 3 clusters Score -5858736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5858736.000000 Penalty: 5134.677246
	Iteration 25Q: 3 clusters Score -5858736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5858743.000000 Penalty: 5134.677246
	Iteration 26Q: 3 clusters Score -5858743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5858736.500000 Penalty: 5134.677246
	Iteration 27Q: 3 clusters Score -5858736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5858744.500000 Penalty: 5134.677246
	Iteration 28Q: 3 clusters Score -5858744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5858748.000000 Penalty: 5134.677246
	Iteration 29Q: 3 clusters Score -5858748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5858756.500000 Penalty: 5134.677246
	Iteration 30Q: 3 clusters Score -5858756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5858752.500000 Penalty: 5134.677246
	Iteration 31Q: 3 clusters Score -5858752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5858759.000000 Penalty: 5134.677246
	Iteration 32Q: 3 clusters Score -5858759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5858748.500000 Penalty: 5134.677246
	Iteration 33Q: 3 clusters Score -5858748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5858745.500000 Penalty: 5134.677246
	Iteration 34Q: 3 clusters Score -5858746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5858747.000000 Penalty: 5134.677246
	Iteration 35Q: 3 clusters Score -5858747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5858750.500000 Penalty: 5134.677246
	Iteration 36Q: 3 clusters Score -5858750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5858750.500000 Penalty: 5134.677246
	Iteration 37F: 3 clusters Score -5858750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143213.640625 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143213.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -143600.687500 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143600.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143877.953125 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -144069.890625 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -144069.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -144193.515625 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -144193.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -144316.046875 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -144396.453125 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -144424.062500 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -144442.265625 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -144444.859375 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -144444.859375 Penalty: 3345.053223
	Iteration 10F: 3 clusters Score -144444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Entering Unmasked Estep 
Score: -3688744.750000 Penalty: 2452.769531
	Iteration 0F: 2 clusters Score -3688745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3675208.000000 Penalty: 4905.539062
	Iteration 0F: 3 clusters Score -3675208 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3679791.750000 Penalty: 4905.539062
	Iteration 1F: 3 clusters Score -3679792 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3680149.250000 Penalty: 4905.539062
	Iteration 2Q: 3 clusters Score -3680149 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3680410.500000 Penalty: 4905.539062
	Iteration 3Q: 3 clusters Score -3680410 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3680626.500000 Penalty: 4905.539062
	Iteration 4Q: 3 clusters Score -3680626 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3680827.000000 Penalty: 4905.539062
	Iteration 5Q: 3 clusters Score -3680827 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3681052.000000 Penalty: 4905.539062
	Iteration 6Q: 3 clusters Score -3681052 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3681320.250000 Penalty: 4905.539062
	Iteration 7Q: 3 clusters Score -3681320 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3681612.500000 Penalty: 4905.539062
	Iteration 8Q: 3 clusters Score -3681612 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3681972.250000 Penalty: 4905.539062
	Iteration 9Q: 3 clusters Score -3681972 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3682380.250000 Penalty: 4905.539062
	Iteration 10Q: 3 clusters Score -3682380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3682810.500000 Penalty: 4905.539062
	Iteration 11Q: 3 clusters Score -3682810 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3683225.500000 Penalty: 4905.539062
	Iteration 12Q: 3 clusters Score -3683226 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3683604.000000 Penalty: 4905.539062
	Iteration 13Q: 3 clusters Score -3683604 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3683955.250000 Penalty: 4905.539062
	Iteration 14Q: 3 clusters Score -3683955 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3684235.500000 Penalty: 4905.539062
	Iteration 15Q: 3 clusters Score -3684236 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3684455.750000 Penalty: 4905.539062
	Iteration 16Q: 3 clusters Score -3684456 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3684619.750000 Penalty: 4905.539062
	Iteration 17Q: 3 clusters Score -3684620 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3684757.750000 Penalty: 4905.539062
	Iteration 18Q: 3 clusters Score -3684758 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3684862.750000 Penalty: 4905.539062
	Iteration 19Q: 3 clusters Score -3684863 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3684977.500000 Penalty: 4905.539062
	Iteration 20F: 3 clusters Score -3684978 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3685059.750000 Penalty: 4905.539062
	Iteration 21Q: 3 clusters Score -3685060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3685157.500000 Penalty: 4905.539062
	Iteration 22Q: 3 clusters Score -3685158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3685223.000000 Penalty: 4905.539062
	Iteration 23Q: 3 clusters Score -3685223 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3685301.750000 Penalty: 4905.539062
	Iteration 24Q: 3 clusters Score -3685302 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3685368.750000 Penalty: 4905.539062
	Iteration 25Q: 3 clusters Score -3685369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3685431.000000 Penalty: 4905.539062
	Iteration 26Q: 3 clusters Score -3685431 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3685512.250000 Penalty: 4905.539062
	Iteration 27Q: 3 clusters Score -3685512 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3685593.000000 Penalty: 4905.539062
	Iteration 28Q: 3 clusters Score -3685593 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3685674.250000 Penalty: 4905.539062
	Iteration 29Q: 3 clusters Score -3685674 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3685756.750000 Penalty: 4905.539062
	Iteration 30Q: 3 clusters Score -3685757 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3685835.500000 Penalty: 4905.539062
	Iteration 31Q: 3 clusters Score -3685836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3685921.500000 Penalty: 4905.539062
	Iteration 32Q: 3 clusters Score -3685922 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3686019.750000 Penalty: 4905.539062
	Iteration 33Q: 3 clusters Score -3686020 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3686108.750000 Penalty: 4905.539062
	Iteration 34Q: 3 clusters Score -3686109 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3686214.500000 Penalty: 4905.539062
	Iteration 35Q: 3 clusters Score -3686214 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3686288.750000 Penalty: 4905.539062
	Iteration 36Q: 3 clusters Score -3686289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3686346.250000 Penalty: 4905.539062
	Iteration 37Q: 3 clusters Score -3686346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3686408.000000 Penalty: 4905.539062
	Iteration 38Q: 3 clusters Score -3686408 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3686462.000000 Penalty: 4905.539062
	Iteration 39Q: 3 clusters Score -3686462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3686506.250000 Penalty: 4905.539062
	Iteration 40F: 3 clusters Score -3686506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3686543.750000 Penalty: 4905.539062
	Iteration 41Q: 3 clusters Score -3686544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3686570.750000 Penalty: 4905.539062
	Iteration 42Q: 3 clusters Score -3686571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3686590.250000 Penalty: 4905.539062
	Iteration 43Q: 3 clusters Score -3686590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3686616.750000 Penalty: 4905.539062
	Iteration 44Q: 3 clusters Score -3686617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3686637.750000 Penalty: 4905.539062
	Iteration 45Q: 3 clusters Score -3686638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3686648.250000 Penalty: 4905.539062
	Iteration 46Q: 3 clusters Score -3686648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3686667.750000 Penalty: 4905.539062
	Iteration 47Q: 3 clusters Score -3686668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3686685.750000 Penalty: 4905.539062
	Iteration 48Q: 3 clusters Score -3686686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3686688.250000 Penalty: 4905.539062
	Iteration 49Q: 3 clusters Score -3686688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3686691.750000 Penalty: 4905.539062
	Iteration 50Q: 3 clusters Score -3686692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3686703.000000 Penalty: 4905.539062
	Iteration 51Q: 3 clusters Score -3686703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3686710.750000 Penalty: 4905.539062
	Iteration 52Q: 3 clusters Score -3686711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3686725.250000 Penalty: 4905.539062
	Iteration 53Q: 3 clusters Score -3686725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3686736.000000 Penalty: 4905.539062
	Iteration 54Q: 3 clusters Score -3686736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3686740.250000 Penalty: 4905.539062
	Iteration 55Q: 3 clusters Score -3686740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3686745.750000 Penalty: 4905.539062
	Iteration 56Q: 3 clusters Score -3686746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3686745.500000 Penalty: 4905.539062
	Iteration 57Q: 3 clusters Score -3686746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3686746.000000 Penalty: 4905.539062
	Iteration 58Q: 3 clusters Score -3686746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3686744.500000 Penalty: 4905.539062
	Iteration 59Q: 3 clusters Score -3686744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3686749.250000 Penalty: 4905.539062
	Iteration 60F: 3 clusters Score -3686749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Entering Unmasked Estep 
Score: -3559311.000000 Penalty: 2442.625244
	Iteration 0F: 2 clusters Score -3559311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3546087.500000 Penalty: 4885.250488
	Iteration 0F: 3 clusters Score -3546088 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3550523.750000 Penalty: 4885.250488
	Iteration 1F: 3 clusters Score -3550524 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3550870.250000 Penalty: 4885.250488
	Iteration 2F: 3 clusters Score -3550870 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3551167.500000 Penalty: 4885.250488
	Iteration 3Q: 3 clusters Score -3551168 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3551411.250000 Penalty: 4885.250488
	Iteration 4Q: 3 clusters Score -3551411 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3551630.750000 Penalty: 4885.250488
	Iteration 5Q: 3 clusters Score -3551631 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3551885.500000 Penalty: 4885.250488
	Iteration 6Q: 3 clusters Score -3551886 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3552211.250000 Penalty: 4885.250488
	Iteration 7Q: 3 clusters Score -3552211 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3552686.250000 Penalty: 4885.250488
	Iteration 8Q: 3 clusters Score -3552686 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3553319.000000 Penalty: 4885.250488
	Iteration 9F: 3 clusters Score -3553319 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3554119.250000 Penalty: 4885.250488
	Iteration 10F: 3 clusters Score -3554119 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3555073.000000 Penalty: 4885.250488
	Iteration 11F: 3 clusters Score -3555073 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3555968.250000 Penalty: 4885.250488
	Iteration 12F: 3 clusters Score -3555968 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3556502.750000 Penalty: 4885.250488
	Iteration 13Q: 3 clusters Score -3556503 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3556814.250000 Penalty: 4885.250488
	Iteration 14Q: 3 clusters Score -3556814 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3556995.750000 Penalty: 4885.250488
	Iteration 15Q: 3 clusters Score -3556996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3557084.750000 Penalty: 4885.250488
	Iteration 16Q: 3 clusters Score -3557085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3557123.000000 Penalty: 4885.250488
	Iteration 17Q: 3 clusters Score -3557123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3557162.500000 Penalty: 4885.250488
	Iteration 18Q: 3 clusters Score -3557162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3557178.000000 Penalty: 4885.250488
	Iteration 19Q: 3 clusters Score -3557178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3557194.750000 Penalty: 4885.250488
	Iteration 20F: 3 clusters Score -3557195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3557203.750000 Penalty: 4885.250488
	Iteration 21Q: 3 clusters Score -3557204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3557207.250000 Penalty: 4885.250488
	Iteration 22Q: 3 clusters Score -3557207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3557213.250000 Penalty: 4885.250488
	Iteration 23Q: 3 clusters Score -3557213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3557218.500000 Penalty: 4885.250488
	Iteration 24Q: 3 clusters Score -3557218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3557229.250000 Penalty: 4885.250488
	Iteration 25Q: 3 clusters Score -3557229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3557230.500000 Penalty: 4885.250488
	Iteration 26Q: 3 clusters Score -3557230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3557232.500000 Penalty: 4885.250488
	Iteration 27Q: 3 clusters Score -3557232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3557232.500000 Penalty: 4885.250488
	Iteration 28F: 3 clusters Score -3557232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -2561360.000000 Penalty: 2346.487549
	Iteration 0F: 2 clusters Score -2561360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2552475.750000 Penalty: 4692.975098
	Iteration 0F: 3 clusters Score -2552476 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2555408.500000 Penalty: 4692.975098
	Iteration 1F: 3 clusters Score -2555408 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2555655.750000 Penalty: 4692.975098
	Iteration 2F: 3 clusters Score -2555656 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2555843.500000 Penalty: 4692.975098
	Iteration 3Q: 3 clusters Score -2555844 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2556002.250000 Penalty: 4692.975098
	Iteration 4Q: 3 clusters Score -2556002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2556139.750000 Penalty: 4692.975098
	Iteration 5Q: 3 clusters Score -2556140 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2556275.250000 Penalty: 4692.975098
	Iteration 6Q: 3 clusters Score -2556275 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2556421.250000 Penalty: 4692.975098
	Iteration 7Q: 3 clusters Score -2556421 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2556568.500000 Penalty: 4692.975098
	Iteration 8Q: 3 clusters Score -2556568 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2556754.750000 Penalty: 4692.975098
	Iteration 9Q: 3 clusters Score -2556755 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2557003.500000 Penalty: 4692.975098
	Iteration 10Q: 3 clusters Score -2557004 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2557271.250000 Penalty: 4692.975098
	Iteration 11Q: 3 clusters Score -2557271 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2557609.500000 Penalty: 4692.975098
	Iteration 12Q: 3 clusters Score -2557610 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2557990.000000 Penalty: 4692.975098
	Iteration 13F: 3 clusters Score -2557990 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2558328.750000 Penalty: 4692.975098
	Iteration 14Q: 3 clusters Score -2558329 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2558665.750000 Penalty: 4692.975098
	Iteration 15Q: 3 clusters Score -2558666 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2558918.000000 Penalty: 4692.975098
	Iteration 16Q: 3 clusters Score -2558918 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2559095.500000 Penalty: 4692.975098
	Iteration 17Q: 3 clusters Score -2559096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2559198.000000 Penalty: 4692.975098
	Iteration 18Q: 3 clusters Score -2559198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2559229.000000 Penalty: 4692.975098
	Iteration 19Q: 3 clusters Score -2559229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2559248.000000 Penalty: 4692.975098
	Iteration 20F: 3 clusters Score -2559248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2559267.000000 Penalty: 4692.975098
	Iteration 21Q: 3 clusters Score -2559267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2559283.750000 Penalty: 4692.975098
	Iteration 22Q: 3 clusters Score -2559284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2559299.500000 Penalty: 4692.975098
	Iteration 23Q: 3 clusters Score -2559300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2559308.250000 Penalty: 4692.975098
	Iteration 24Q: 3 clusters Score -2559308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2559321.500000 Penalty: 4692.975098
	Iteration 25Q: 3 clusters Score -2559322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2559327.000000 Penalty: 4692.975098
	Iteration 26Q: 3 clusters Score -2559327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2559337.750000 Penalty: 4692.975098
	Iteration 27Q: 3 clusters Score -2559338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2559343.000000 Penalty: 4692.975098
	Iteration 28Q: 3 clusters Score -2559343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2559342.500000 Penalty: 4692.975098
	Iteration 29Q: 3 clusters Score -2559342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2559342.500000 Penalty: 4692.975098
	Iteration 30F: 3 clusters Score -2559342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175206.578125 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175206.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175597.843750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175597.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -175740.421875 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175740.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -175823.093750 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -175823.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -175871.718750 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -175902.703125 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175902.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -175938.796875 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -175966.609375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -175987.968750 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -176003.296875 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -176003.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -176025.140625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -176025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -176044.718750 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -176044.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -176058.765625 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -176058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -176082.718750 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -176082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -176089.296875 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -176089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -176089.296875 Penalty: 3438.010010
	Iteration 15F: 3 clusters Score -176089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Entering Unmasked Estep 
Score: -3537877.500000 Penalty: 2441.312744
	Iteration 0F: 2 clusters Score -3537878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3524693.750000 Penalty: 4882.625488
	Iteration 0F: 3 clusters Score -3524694 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3529074.750000 Penalty: 4882.625488
	Iteration 1F: 3 clusters Score -3529075 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3529456.500000 Penalty: 4882.625488
	Iteration 2F: 3 clusters Score -3529456 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3529735.750000 Penalty: 4882.625488
	Iteration 3Q: 3 clusters Score -3529736 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3529992.500000 Penalty: 4882.625488
	Iteration 4Q: 3 clusters Score -3529992 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3530243.500000 Penalty: 4882.625488
	Iteration 5Q: 3 clusters Score -3530244 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3530543.250000 Penalty: 4882.625488
	Iteration 6Q: 3 clusters Score -3530543 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3530917.000000 Penalty: 4882.625488
	Iteration 7Q: 3 clusters Score -3530917 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3531388.500000 Penalty: 4882.625488
	Iteration 8Q: 3 clusters Score -3531388 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3531991.500000 Penalty: 4882.625488
	Iteration 9Q: 3 clusters Score -3531992 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3532623.750000 Penalty: 4882.625488
	Iteration 10Q: 3 clusters Score -3532624 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3533216.000000 Penalty: 4882.625488
	Iteration 11Q: 3 clusters Score -3533216 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3533780.250000 Penalty: 4882.625488
	Iteration 12Q: 3 clusters Score -3533780 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3534184.250000 Penalty: 4882.625488
	Iteration 13Q: 3 clusters Score -3534184 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3534490.750000 Penalty: 4882.625488
	Iteration 14Q: 3 clusters Score -3534491 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3534752.750000 Penalty: 4882.625488
	Iteration 15Q: 3 clusters Score -3534753 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3534952.250000 Penalty: 4882.625488
	Iteration 16Q: 3 clusters Score -3534952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3535068.750000 Penalty: 4882.625488
	Iteration 17Q: 3 clusters Score -3535069 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3535148.750000 Penalty: 4882.625488
	Iteration 18Q: 3 clusters Score -3535149 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3535238.250000 Penalty: 4882.625488
	Iteration 19Q: 3 clusters Score -3535238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3535284.000000 Penalty: 4882.625488
	Iteration 20F: 3 clusters Score -3535284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3535335.750000 Penalty: 4882.625488
	Iteration 21Q: 3 clusters Score -3535336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3535388.000000 Penalty: 4882.625488
	Iteration 22Q: 3 clusters Score -3535388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3535436.250000 Penalty: 4882.625488
	Iteration 23Q: 3 clusters Score -3535436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3535482.750000 Penalty: 4882.625488
	Iteration 24Q: 3 clusters Score -3535483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3535515.750000 Penalty: 4882.625488
	Iteration 25Q: 3 clusters Score -3535516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3535540.750000 Penalty: 4882.625488
	Iteration 26Q: 3 clusters Score -3535541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3535569.500000 Penalty: 4882.625488
	Iteration 27Q: 3 clusters Score -3535570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3535601.500000 Penalty: 4882.625488
	Iteration 28Q: 3 clusters Score -3535602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3535615.750000 Penalty: 4882.625488
	Iteration 29Q: 3 clusters Score -3535616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3535635.500000 Penalty: 4882.625488
	Iteration 30Q: 3 clusters Score -3535636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3535653.500000 Penalty: 4882.625488
	Iteration 31Q: 3 clusters Score -3535654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3535661.750000 Penalty: 4882.625488
	Iteration 32Q: 3 clusters Score -3535662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3535671.500000 Penalty: 4882.625488
	Iteration 33Q: 3 clusters Score -3535672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3535680.750000 Penalty: 4882.625488
	Iteration 34Q: 3 clusters Score -3535681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3535684.750000 Penalty: 4882.625488
	Iteration 35Q: 3 clusters Score -3535685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3535691.500000 Penalty: 4882.625488
	Iteration 36Q: 3 clusters Score -3535692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3535692.000000 Penalty: 4882.625488
	Iteration 37Q: 3 clusters Score -3535692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3535696.500000 Penalty: 4882.625488
	Iteration 38Q: 3 clusters Score -3535696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3535700.250000 Penalty: 4882.625488
	Iteration 39Q: 3 clusters Score -3535700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3535713.750000 Penalty: 4882.625488
	Iteration 40F: 3 clusters Score -3535714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3535712.750000 Penalty: 4882.625488
	Iteration 41Q: 3 clusters Score -3535713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3535713.250000 Penalty: 4882.625488
	Iteration 42Q: 3 clusters Score -3535713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3535718.750000 Penalty: 4882.625488
	Iteration 43Q: 3 clusters Score -3535719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3535728.500000 Penalty: 4882.625488
	Iteration 44Q: 3 clusters Score -3535728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3535722.500000 Penalty: 4882.625488
	Iteration 45Q: 3 clusters Score -3535722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3535722.250000 Penalty: 4882.625488
	Iteration 46Q: 3 clusters Score -3535722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3535724.000000 Penalty: 4882.625488
	Iteration 47Q: 3 clusters Score -3535724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3535728.500000 Penalty: 4882.625488
	Iteration 48Q: 3 clusters Score -3535728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3535728.500000 Penalty: 4882.625488
	Iteration 49F: 3 clusters Score -3535728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -215355.250000 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -215355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -213300.312500 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -213300.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -213626.265625 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -213626.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -213745.765625 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -213745.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -213820.546875 Penalty: 3503.696289
	Iteration 3Q: 3 clusters Score -213820.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -213899.531250 Penalty: 3503.696289
	Iteration 4Q: 3 clusters Score -213899.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -214027.140625 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -214027.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -214186.156250 Penalty: 3503.696289
	Iteration 6F: 3 clusters Score -214186.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -214277.781250 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -214277.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -214321.156250 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -214321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -214355.078125 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -214355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -214368.406250 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -214368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -214395.593750 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -214395.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -214414.171875 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -214414.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -214431.484375 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -214431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -214443.906250 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -214443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -214488.531250 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -214488.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -214539.765625 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -214539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -214558.843750 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -214558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -214580.531250 Penalty: 3503.696289
	Iteration 18Q: 3 clusters Score -214580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -214592.000000 Penalty: 3503.696289
	Iteration 19Q: 3 clusters Score -214592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -214612.046875 Penalty: 3503.696289
	Iteration 20F: 3 clusters Score -214612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -214639.312500 Penalty: 3503.696289
	Iteration 21Q: 3 clusters Score -214639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -214672.578125 Penalty: 3503.696289
	Iteration 22Q: 3 clusters Score -214672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -214703.062500 Penalty: 3503.696289
	Iteration 23Q: 3 clusters Score -214703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -214721.609375 Penalty: 3503.696289
	Iteration 24Q: 3 clusters Score -214721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -214732.656250 Penalty: 3503.696289
	Iteration 25Q: 3 clusters Score -214732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -214743.421875 Penalty: 3503.696289
	Iteration 26Q: 3 clusters Score -214743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -214748.578125 Penalty: 3503.696289
	Iteration 27Q: 3 clusters Score -214748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -214750.515625 Penalty: 3503.696289
	Iteration 28Q: 3 clusters Score -214750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -214757.390625 Penalty: 3503.696289
	Iteration 29Q: 3 clusters Score -214757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -214768.406250 Penalty: 3503.696289
	Iteration 30Q: 3 clusters Score -214768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -214778.343750 Penalty: 3503.696289
	Iteration 31Q: 3 clusters Score -214778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -214784.500000 Penalty: 3503.696289
	Iteration 32Q: 3 clusters Score -214784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -214788.640625 Penalty: 3503.696289
	Iteration 33Q: 3 clusters Score -214788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -214792.515625 Penalty: 3503.696289
	Iteration 34Q: 3 clusters Score -214792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -214796.765625 Penalty: 3503.696289
	Iteration 35Q: 3 clusters Score -214796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214797.609375 Penalty: 3503.696289
	Iteration 36Q: 3 clusters Score -214797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214801.468750 Penalty: 3503.696289
	Iteration 37Q: 3 clusters Score -214801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -214805.968750 Penalty: 3503.696289
	Iteration 38Q: 3 clusters Score -214806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -214806.843750 Penalty: 3503.696289
	Iteration 39Q: 3 clusters Score -214806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214809.109375 Penalty: 3503.696289
	Iteration 40F: 3 clusters Score -214809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -214812.078125 Penalty: 3503.696289
	Iteration 41Q: 3 clusters Score -214812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -214814.593750 Penalty: 3503.696289
	Iteration 42Q: 3 clusters Score -214814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -214814.593750 Penalty: 3503.696289
	Iteration 43F: 3 clusters Score -214814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -1888418.875000 Penalty: 2272.407715
	Iteration 0F: 2 clusters Score -1888419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1881006.250000 Penalty: 4544.815430
	Iteration 0F: 3 clusters Score -1881006 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1883032.500000 Penalty: 4544.815430
	Iteration 1F: 3 clusters Score -1883032 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1883308.375000 Penalty: 4544.815430
	Iteration 2F: 3 clusters Score -1883308 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1883495.750000 Penalty: 4544.815430
	Iteration 3Q: 3 clusters Score -1883496 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1883615.875000 Penalty: 4544.815430
	Iteration 4Q: 3 clusters Score -1883616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1883698.875000 Penalty: 4544.815430
	Iteration 5Q: 3 clusters Score -1883699 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1883766.625000 Penalty: 4544.815430
	Iteration 6Q: 3 clusters Score -1883767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1883838.125000 Penalty: 4544.815430
	Iteration 7Q: 3 clusters Score -1883838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1883891.875000 Penalty: 4544.815430
	Iteration 8Q: 3 clusters Score -1883892 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1883948.625000 Penalty: 4544.815430
	Iteration 9Q: 3 clusters Score -1883949 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1883991.375000 Penalty: 4544.815430
	Iteration 10Q: 3 clusters Score -1883991 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1884042.625000 Penalty: 4544.815430
	Iteration 11Q: 3 clusters Score -1884043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1884081.000000 Penalty: 4544.815430
	Iteration 12Q: 3 clusters Score -1884081 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1884119.750000 Penalty: 4544.815430
	Iteration 13Q: 3 clusters Score -1884120 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1884167.375000 Penalty: 4544.815430
	Iteration 14Q: 3 clusters Score -1884167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1884216.500000 Penalty: 4544.815430
	Iteration 15Q: 3 clusters Score -1884216 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1884276.375000 Penalty: 4544.815430
	Iteration 16Q: 3 clusters Score -1884276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1884346.875000 Penalty: 4544.815430
	Iteration 17Q: 3 clusters Score -1884347 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1884453.000000 Penalty: 4544.815430
	Iteration 18Q: 3 clusters Score -1884453 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1884564.500000 Penalty: 4544.815430
	Iteration 19Q: 3 clusters Score -1884564 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1884677.375000 Penalty: 4544.815430
	Iteration 20F: 3 clusters Score -1884677 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1884810.000000 Penalty: 4544.815430
	Iteration 21Q: 3 clusters Score -1884810 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1884941.750000 Penalty: 4544.815430
	Iteration 22Q: 3 clusters Score -1884942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1885085.625000 Penalty: 4544.815430
	Iteration 23Q: 3 clusters Score -1885086 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1885230.125000 Penalty: 4544.815430
	Iteration 24Q: 3 clusters Score -1885230 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1885373.125000 Penalty: 4544.815430
	Iteration 25Q: 3 clusters Score -1885373 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1885509.750000 Penalty: 4544.815430
	Iteration 26Q: 3 clusters Score -1885510 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1885628.750000 Penalty: 4544.815430
	Iteration 27Q: 3 clusters Score -1885629 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1885723.625000 Penalty: 4544.815430
	Iteration 28Q: 3 clusters Score -1885724 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1885823.375000 Penalty: 4544.815430
	Iteration 29Q: 3 clusters Score -1885823 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1885913.125000 Penalty: 4544.815430
	Iteration 30Q: 3 clusters Score -1885913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1885981.875000 Penalty: 4544.815430
	Iteration 31Q: 3 clusters Score -1885982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1886034.875000 Penalty: 4544.815430
	Iteration 32Q: 3 clusters Score -1886035 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1886082.250000 Penalty: 4544.815430
	Iteration 33Q: 3 clusters Score -1886082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1886117.625000 Penalty: 4544.815430
	Iteration 34Q: 3 clusters Score -1886118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1886142.625000 Penalty: 4544.815430
	Iteration 35Q: 3 clusters Score -1886143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1886173.250000 Penalty: 4544.815430
	Iteration 36Q: 3 clusters Score -1886173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1886196.000000 Penalty: 4544.815430
	Iteration 37Q: 3 clusters Score -1886196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1886215.625000 Penalty: 4544.815430
	Iteration 38Q: 3 clusters Score -1886216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1886233.375000 Penalty: 4544.815430
	Iteration 39Q: 3 clusters Score -1886233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1886247.500000 Penalty: 4544.815430
	Iteration 40F: 3 clusters Score -1886248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1886269.625000 Penalty: 4544.815430
	Iteration 41Q: 3 clusters Score -1886270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1886283.750000 Penalty: 4544.815430
	Iteration 42Q: 3 clusters Score -1886284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1886301.750000 Penalty: 4544.815430
	Iteration 43Q: 3 clusters Score -1886302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1886314.250000 Penalty: 4544.815430
	Iteration 44Q: 3 clusters Score -1886314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1886325.375000 Penalty: 4544.815430
	Iteration 45Q: 3 clusters Score -1886325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1886335.500000 Penalty: 4544.815430
	Iteration 46Q: 3 clusters Score -1886336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1886351.625000 Penalty: 4544.815430
	Iteration 47Q: 3 clusters Score -1886352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1886360.625000 Penalty: 4544.815430
	Iteration 48Q: 3 clusters Score -1886361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1886364.875000 Penalty: 4544.815430
	Iteration 49Q: 3 clusters Score -1886365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1886370.375000 Penalty: 4544.815430
	Iteration 50Q: 3 clusters Score -1886370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1886379.750000 Penalty: 4544.815430
	Iteration 51Q: 3 clusters Score -1886380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1886384.500000 Penalty: 4544.815430
	Iteration 52Q: 3 clusters Score -1886384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1886389.250000 Penalty: 4544.815430
	Iteration 53Q: 3 clusters Score -1886389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1886390.750000 Penalty: 4544.815430
	Iteration 54Q: 3 clusters Score -1886391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1886397.625000 Penalty: 4544.815430
	Iteration 55Q: 3 clusters Score -1886398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1886403.375000 Penalty: 4544.815430
	Iteration 56Q: 3 clusters Score -1886403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1886412.375000 Penalty: 4544.815430
	Iteration 57Q: 3 clusters Score -1886412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1886418.375000 Penalty: 4544.815430
	Iteration 58Q: 3 clusters Score -1886418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1886423.875000 Penalty: 4544.815430
	Iteration 59Q: 3 clusters Score -1886424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1886428.500000 Penalty: 4544.815430
	Iteration 60F: 3 clusters Score -1886428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1886430.875000 Penalty: 4544.815430
	Iteration 61Q: 3 clusters Score -1886431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1886435.750000 Penalty: 4544.815430
	Iteration 62Q: 3 clusters Score -1886436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1886436.000000 Penalty: 4544.815430
	Iteration 63Q: 3 clusters Score -1886436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1886438.750000 Penalty: 4544.815430
	Iteration 64Q: 3 clusters Score -1886439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1886443.625000 Penalty: 4544.815430
	Iteration 65Q: 3 clusters Score -1886444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1886445.500000 Penalty: 4544.815430
	Iteration 66Q: 3 clusters Score -1886446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1886448.000000 Penalty: 4544.815430
	Iteration 67Q: 3 clusters Score -1886448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1886449.000000 Penalty: 4544.815430
	Iteration 68Q: 3 clusters Score -1886449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1886450.875000 Penalty: 4544.815430
	Iteration 69Q: 3 clusters Score -1886451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1886451.375000 Penalty: 4544.815430
	Iteration 70Q: 3 clusters Score -1886451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1886454.500000 Penalty: 4544.815430
	Iteration 71Q: 3 clusters Score -1886454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1886454.500000 Penalty: 4544.815430
	Iteration 72Q: 3 clusters Score -1886454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1886454.500000 Penalty: 4544.815430
	Iteration 73F: 3 clusters Score -1886454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17500.972656 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17500.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17654.117188 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17654.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17699.156250 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17699.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17727.474609 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17727.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17733.777344 Penalty: 2507.897949
	Iteration 4Q: 3 clusters Score -17733.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17735.900391 Penalty: 2507.897949
	Iteration 5Q: 3 clusters Score -17735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17738.750000 Penalty: 2507.897949
	Iteration 6Q: 3 clusters Score -17738.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17738.750000 Penalty: 2507.897949
	Iteration 7F: 3 clusters Score -17738.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -908851.000000 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -908851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -904383.750000 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -904383.8 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -905567.312500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -905567.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -905859.312500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -905859.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -906070.062500 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -906070.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -906236.875000 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -906236.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -906384.625000 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -906384.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -906527.062500 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -906527.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -906648.687500 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -906648.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -906750.437500 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -906750.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -906833.437500 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -906833.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -906911.625000 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -906911.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -906974.125000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -906974.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -907013.750000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -907013.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -907039.625000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -907039.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -907069.437500 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -907069.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -907094.812500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -907094.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -907109.000000 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -907109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -907123.750000 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -907123.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -907134.125000 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -907134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -907137.500000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -907137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -907144.750000 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -907144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -907148.500000 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -907148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -907151.562500 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -907151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -907157.125000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -907157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -907161.625000 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -907161.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -907164.375000 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -907164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -907168.562500 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -907168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -907173.250000 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -907173.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -907174.000000 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -907174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -907176.687500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -907176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -907182.625000 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -907182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -907186.250000 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -907186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -907189.375000 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -907189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -907193.437500 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -907193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -907192.500000 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -907192.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -907196.312500 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -907196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -907197.937500 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -907197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -907199.500000 Penalty: 4219.141602
	Iteration 37Q: 3 clusters Score -907199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -907199.500000 Penalty: 4219.141602
	Iteration 38F: 3 clusters Score -907199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Entering Unmasked Estep 
Score: -2367219.750000 Penalty: 2328.303223
	Iteration 0F: 2 clusters Score -2367220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2358461.000000 Penalty: 4656.606445
	Iteration 0F: 3 clusters Score -2358461 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2361031.750000 Penalty: 4656.606445
	Iteration 1F: 3 clusters Score -2361032 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2361337.250000 Penalty: 4656.606445
	Iteration 2F: 3 clusters Score -2361337 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2361553.500000 Penalty: 4656.606445
	Iteration 3Q: 3 clusters Score -2361554 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2361743.250000 Penalty: 4656.606445
	Iteration 4Q: 3 clusters Score -2361743 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2361915.000000 Penalty: 4656.606445
	Iteration 5Q: 3 clusters Score -2361915 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2362106.500000 Penalty: 4656.606445
	Iteration 6Q: 3 clusters Score -2362106 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2362339.250000 Penalty: 4656.606445
	Iteration 7Q: 3 clusters Score -2362339 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2362612.500000 Penalty: 4656.606445
	Iteration 8Q: 3 clusters Score -2362612 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2362944.750000 Penalty: 4656.606445
	Iteration 9Q: 3 clusters Score -2362945 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2363357.000000 Penalty: 4656.606445
	Iteration 10Q: 3 clusters Score -2363357 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2363783.250000 Penalty: 4656.606445
	Iteration 11Q: 3 clusters Score -2363783 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2364242.250000 Penalty: 4656.606445
	Iteration 12Q: 3 clusters Score -2364242 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2364621.750000 Penalty: 4656.606445
	Iteration 13Q: 3 clusters Score -2364622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2364872.500000 Penalty: 4656.606445
	Iteration 14Q: 3 clusters Score -2364872 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2365056.500000 Penalty: 4656.606445
	Iteration 15Q: 3 clusters Score -2365056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2365174.000000 Penalty: 4656.606445
	Iteration 16Q: 3 clusters Score -2365174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2365258.000000 Penalty: 4656.606445
	Iteration 17Q: 3 clusters Score -2365258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2365308.250000 Penalty: 4656.606445
	Iteration 18Q: 3 clusters Score -2365308 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2365366.750000 Penalty: 4656.606445
	Iteration 19Q: 3 clusters Score -2365367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2365393.000000 Penalty: 4656.606445
	Iteration 20F: 3 clusters Score -2365393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2365400.000000 Penalty: 4656.606445
	Iteration 21Q: 3 clusters Score -2365400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2365417.500000 Penalty: 4656.606445
	Iteration 22Q: 3 clusters Score -2365418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2365421.750000 Penalty: 4656.606445
	Iteration 23Q: 3 clusters Score -2365422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2365432.750000 Penalty: 4656.606445
	Iteration 24Q: 3 clusters Score -2365433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2365433.000000 Penalty: 4656.606445
	Iteration 25Q: 3 clusters Score -2365433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2365429.500000 Penalty: 4656.606445
	Iteration 26Q: 3 clusters Score -2365430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2365429.000000 Penalty: 4656.606445
	Iteration 27Q: 3 clusters Score -2365429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2365433.750000 Penalty: 4656.606445
	Iteration 28Q: 3 clusters Score -2365434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2365432.000000 Penalty: 4656.606445
	Iteration 29Q: 3 clusters Score -2365432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2365436.750000 Penalty: 4656.606445
	Iteration 30Q: 3 clusters Score -2365437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2365437.750000 Penalty: 4656.606445
	Iteration 31Q: 3 clusters Score -2365438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2365438.750000 Penalty: 4656.606445
	Iteration 32Q: 3 clusters Score -2365439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2365440.500000 Penalty: 4656.606445
	Iteration 33Q: 3 clusters Score -2365440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2365440.750000 Penalty: 4656.606445
	Iteration 34Q: 3 clusters Score -2365441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2365440.750000 Penalty: 4656.606445
	Iteration 35Q: 3 clusters Score -2365441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2365440.750000 Penalty: 4656.606445
	Iteration 36F: 3 clusters Score -2365441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -3504759.500000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -3504760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3491718.750000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -3491719 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3496094.000000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -3496094 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3496487.250000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -3496487 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3496790.750000 Penalty: 4877.864746
	Iteration 3Q: 3 clusters Score -3496791 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3497055.750000 Penalty: 4877.864746
	Iteration 4Q: 3 clusters Score -3497056 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3497296.500000 Penalty: 4877.864746
	Iteration 5Q: 3 clusters Score -3497296 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3497560.500000 Penalty: 4877.864746
	Iteration 6Q: 3 clusters Score -3497560 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3497816.500000 Penalty: 4877.864746
	Iteration 7Q: 3 clusters Score -3497816 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3498118.000000 Penalty: 4877.864746
	Iteration 8Q: 3 clusters Score -3498118 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3498479.750000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -3498480 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3498951.750000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -3498952 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3499464.500000 Penalty: 4877.864746
	Iteration 11Q: 3 clusters Score -3499464 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3500049.250000 Penalty: 4877.864746
	Iteration 12Q: 3 clusters Score -3500049 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3500568.750000 Penalty: 4877.864746
	Iteration 13Q: 3 clusters Score -3500569 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3500884.250000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -3500884 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3501080.500000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -3501080 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3501191.500000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -3501192 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3501276.750000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -3501277 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3501332.250000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -3501332 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3501373.750000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -3501374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3501419.750000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -3501420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3501455.750000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -3501456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3501489.500000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -3501490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3501532.250000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -3501532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3501559.000000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -3501559 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3501573.000000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -3501573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3501586.500000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -3501586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3501609.000000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -3501609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3501631.000000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -3501631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3501642.250000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -3501642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3501646.250000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -3501646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3501660.000000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -3501660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3501663.500000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -3501664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3501674.750000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -3501675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3501674.000000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -3501674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3501687.750000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -3501688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3501692.750000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -3501693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3501691.250000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -3501691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3501692.750000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -3501693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3501701.000000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -3501701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3501700.750000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -3501701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3501700.000000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -3501700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3501698.750000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -3501699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3501700.000000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -3501700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3501707.500000 Penalty: 4877.864746
	Iteration 44Q: 3 clusters Score -3501708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3501713.500000 Penalty: 4877.864746
	Iteration 45Q: 3 clusters Score -3501714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3501710.750000 Penalty: 4877.864746
	Iteration 46Q: 3 clusters Score -3501711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3501716.000000 Penalty: 4877.864746
	Iteration 47Q: 3 clusters Score -3501716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3501717.000000 Penalty: 4877.864746
	Iteration 48Q: 3 clusters Score -3501717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3501726.000000 Penalty: 4877.864746
	Iteration 49Q: 3 clusters Score -3501726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3501718.500000 Penalty: 4877.864746
	Iteration 50Q: 3 clusters Score -3501718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3501722.250000 Penalty: 4877.864746
	Iteration 51Q: 3 clusters Score -3501722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3501727.750000 Penalty: 4877.864746
	Iteration 52Q: 3 clusters Score -3501728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3501734.750000 Penalty: 4877.864746
	Iteration 53Q: 3 clusters Score -3501735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3501734.250000 Penalty: 4877.864746
	Iteration 54Q: 3 clusters Score -3501734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3501737.000000 Penalty: 4877.864746
	Iteration 55Q: 3 clusters Score -3501737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3501737.750000 Penalty: 4877.864746
	Iteration 56Q: 3 clusters Score -3501738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3501743.000000 Penalty: 4877.864746
	Iteration 57Q: 3 clusters Score -3501743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3501742.250000 Penalty: 4877.864746
	Iteration 58Q: 3 clusters Score -3501742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3501756.250000 Penalty: 4877.864746
	Iteration 59Q: 3 clusters Score -3501756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3501748.000000 Penalty: 4877.864746
	Iteration 60F: 3 clusters Score -3501748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3501750.250000 Penalty: 4877.864746
	Iteration 61Q: 3 clusters Score -3501750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3501764.250000 Penalty: 4877.864746
	Iteration 62Q: 3 clusters Score -3501764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3501768.250000 Penalty: 4877.864746
	Iteration 63Q: 3 clusters Score -3501768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3501776.500000 Penalty: 4877.864746
	Iteration 64Q: 3 clusters Score -3501776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3501786.250000 Penalty: 4877.864746
	Iteration 65Q: 3 clusters Score -3501786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3501786.250000 Penalty: 4877.864746
	Iteration 66Q: 3 clusters Score -3501786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3501783.500000 Penalty: 4877.864746
	Iteration 67Q: 3 clusters Score -3501784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3501782.500000 Penalty: 4877.864746
	Iteration 68Q: 3 clusters Score -3501782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3501783.250000 Penalty: 4877.864746
	Iteration 69Q: 3 clusters Score -3501783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3501781.750000 Penalty: 4877.864746
	Iteration 70Q: 3 clusters Score -3501782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3501784.750000 Penalty: 4877.864746
	Iteration 71Q: 3 clusters Score -3501785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3501788.750000 Penalty: 4877.864746
	Iteration 72Q: 3 clusters Score -3501789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3501784.750000 Penalty: 4877.864746
	Iteration 73Q: 3 clusters Score -3501785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3501784.000000 Penalty: 4877.864746
	Iteration 74Q: 3 clusters Score -3501784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3501790.750000 Penalty: 4877.864746
	Iteration 75Q: 3 clusters Score -3501791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3501790.750000 Penalty: 4877.864746
	Iteration 76Q: 3 clusters Score -3501791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3501790.000000 Penalty: 4877.864746
	Iteration 77Q: 3 clusters Score -3501790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3501791.500000 Penalty: 4877.864746
	Iteration 78Q: 3 clusters Score -3501792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3501790.750000 Penalty: 4877.864746
	Iteration 79Q: 3 clusters Score -3501791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3501787.750000 Penalty: 4877.864746
	Iteration 80F: 3 clusters Score -3501788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3501791.750000 Penalty: 4877.864746
	Iteration 81Q: 3 clusters Score -3501792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3501791.250000 Penalty: 4877.864746
	Iteration 82Q: 3 clusters Score -3501791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3501794.000000 Penalty: 4877.864746
	Iteration 83Q: 3 clusters Score -3501794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3501794.750000 Penalty: 4877.864746
	Iteration 84Q: 3 clusters Score -3501795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3501800.750000 Penalty: 4877.864746
	Iteration 85Q: 3 clusters Score -3501801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3501799.250000 Penalty: 4877.864746
	Iteration 86Q: 3 clusters Score -3501799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3501796.000000 Penalty: 4877.864746
	Iteration 87Q: 3 clusters Score -3501796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3501798.750000 Penalty: 4877.864746
	Iteration 88Q: 3 clusters Score -3501799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3501799.500000 Penalty: 4877.864746
	Iteration 89Q: 3 clusters Score -3501800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3501798.750000 Penalty: 4877.864746
	Iteration 90Q: 3 clusters Score -3501799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3501797.000000 Penalty: 4877.864746
	Iteration 91Q: 3 clusters Score -3501797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3501801.250000 Penalty: 4877.864746
	Iteration 92Q: 3 clusters Score -3501801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3501799.500000 Penalty: 4877.864746
	Iteration 93Q: 3 clusters Score -3501800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3501803.500000 Penalty: 4877.864746
	Iteration 94Q: 3 clusters Score -3501804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3501799.750000 Penalty: 4877.864746
	Iteration 95Q: 3 clusters Score -3501800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3501796.750000 Penalty: 4877.864746
	Iteration 96Q: 3 clusters Score -3501797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3501797.000000 Penalty: 4877.864746
	Iteration 97Q: 3 clusters Score -3501797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3501805.250000 Penalty: 4877.864746
	Iteration 98Q: 3 clusters Score -3501805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3501802.750000 Penalty: 4877.864746
	Iteration 99Q: 3 clusters Score -3501803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3501805.500000 Penalty: 4877.864746
	Iteration 100F: 3 clusters Score -3501806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3501808.500000 Penalty: 4877.864746
	Iteration 101Q: 3 clusters Score -3501808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3501808.250000 Penalty: 4877.864746
	Iteration 102Q: 3 clusters Score -3501808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3501808.500000 Penalty: 4877.864746
	Iteration 103Q: 3 clusters Score -3501808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3501808.250000 Penalty: 4877.864746
	Iteration 104Q: 3 clusters Score -3501808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3501808.750000 Penalty: 4877.864746
	Iteration 105Q: 3 clusters Score -3501809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3501808.750000 Penalty: 4877.864746
	Iteration 106F: 3 clusters Score -3501809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Entering Unmasked Estep 
Score: -4028085.250000 Penalty: 2477.778076
	Iteration 0F: 2 clusters Score -4028085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4012942.500000 Penalty: 4955.556152
	Iteration 0F: 3 clusters Score -4012942 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4018030.750000 Penalty: 4955.556152
	Iteration 1F: 3 clusters Score -4018031 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4018348.250000 Penalty: 4955.556152
	Iteration 2Q: 3 clusters Score -4018348 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4018593.250000 Penalty: 4955.556152
	Iteration 3Q: 3 clusters Score -4018593 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4018791.500000 Penalty: 4955.556152
	Iteration 4Q: 3 clusters Score -4018792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4018933.750000 Penalty: 4955.556152
	Iteration 5Q: 3 clusters Score -4018934 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4019064.250000 Penalty: 4955.556152
	Iteration 6Q: 3 clusters Score -4019064 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -4019197.000000 Penalty: 4955.556152
	Iteration 7Q: 3 clusters Score -4019197 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4019318.500000 Penalty: 4955.556152
	Iteration 8Q: 3 clusters Score -4019318 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4019450.750000 Penalty: 4955.556152
	Iteration 9Q: 3 clusters Score -4019451 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4019565.250000 Penalty: 4955.556152
	Iteration 10Q: 3 clusters Score -4019565 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4019702.250000 Penalty: 4955.556152
	Iteration 11Q: 3 clusters Score -4019702 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4019841.750000 Penalty: 4955.556152
	Iteration 12Q: 3 clusters Score -4019842 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4020013.750000 Penalty: 4955.556152
	Iteration 13Q: 3 clusters Score -4020014 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4020239.500000 Penalty: 4955.556152
	Iteration 14Q: 3 clusters Score -4020240 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4020506.000000 Penalty: 4955.556152
	Iteration 15Q: 3 clusters Score -4020506 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4020840.000000 Penalty: 4955.556152
	Iteration 16Q: 3 clusters Score -4020840 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4021238.750000 Penalty: 4955.556152
	Iteration 17Q: 3 clusters Score -4021239 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -4021661.500000 Penalty: 4955.556152
	Iteration 18Q: 3 clusters Score -4021662 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4022131.250000 Penalty: 4955.556152
	Iteration 19Q: 3 clusters Score -4022131 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4022642.000000 Penalty: 4955.556152
	Iteration 20F: 3 clusters Score -4022642 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4023117.750000 Penalty: 4955.556152
	Iteration 21Q: 3 clusters Score -4023118 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4023519.500000 Penalty: 4955.556152
	Iteration 22Q: 3 clusters Score -4023520 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4023874.250000 Penalty: 4955.556152
	Iteration 23Q: 3 clusters Score -4023874 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4024142.500000 Penalty: 4955.556152
	Iteration 24Q: 3 clusters Score -4024142 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4024354.750000 Penalty: 4955.556152
	Iteration 25Q: 3 clusters Score -4024355 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4024567.750000 Penalty: 4955.556152
	Iteration 26Q: 3 clusters Score -4024568 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4024745.500000 Penalty: 4955.556152
	Iteration 27Q: 3 clusters Score -4024746 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4024914.000000 Penalty: 4955.556152
	Iteration 28Q: 3 clusters Score -4024914 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4025032.750000 Penalty: 4955.556152
	Iteration 29Q: 3 clusters Score -4025033 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4025128.000000 Penalty: 4955.556152
	Iteration 30Q: 3 clusters Score -4025128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4025226.250000 Penalty: 4955.556152
	Iteration 31Q: 3 clusters Score -4025226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4025297.000000 Penalty: 4955.556152
	Iteration 32Q: 3 clusters Score -4025297 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4025380.000000 Penalty: 4955.556152
	Iteration 33Q: 3 clusters Score -4025380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4025442.000000 Penalty: 4955.556152
	Iteration 34Q: 3 clusters Score -4025442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4025502.500000 Penalty: 4955.556152
	Iteration 35Q: 3 clusters Score -4025502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4025558.500000 Penalty: 4955.556152
	Iteration 36Q: 3 clusters Score -4025558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4025616.250000 Penalty: 4955.556152
	Iteration 37Q: 3 clusters Score -4025616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4025662.750000 Penalty: 4955.556152
	Iteration 38Q: 3 clusters Score -4025663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4025702.000000 Penalty: 4955.556152
	Iteration 39Q: 3 clusters Score -4025702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4025724.750000 Penalty: 4955.556152
	Iteration 40F: 3 clusters Score -4025725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4025743.000000 Penalty: 4955.556152
	Iteration 41Q: 3 clusters Score -4025743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4025756.000000 Penalty: 4955.556152
	Iteration 42Q: 3 clusters Score -4025756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4025776.000000 Penalty: 4955.556152
	Iteration 43Q: 3 clusters Score -4025776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4025782.000000 Penalty: 4955.556152
	Iteration 44Q: 3 clusters Score -4025782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4025798.000000 Penalty: 4955.556152
	Iteration 45Q: 3 clusters Score -4025798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4025795.250000 Penalty: 4955.556152
	Iteration 46Q: 3 clusters Score -4025795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4025800.500000 Penalty: 4955.556152
	Iteration 47Q: 3 clusters Score -4025800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4025807.250000 Penalty: 4955.556152
	Iteration 48Q: 3 clusters Score -4025807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4025803.250000 Penalty: 4955.556152
	Iteration 49Q: 3 clusters Score -4025803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4025809.000000 Penalty: 4955.556152
	Iteration 50Q: 3 clusters Score -4025809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4025824.250000 Penalty: 4955.556152
	Iteration 51Q: 3 clusters Score -4025824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4025825.250000 Penalty: 4955.556152
	Iteration 52Q: 3 clusters Score -4025825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4025834.500000 Penalty: 4955.556152
	Iteration 53Q: 3 clusters Score -4025834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4025840.750000 Penalty: 4955.556152
	Iteration 54Q: 3 clusters Score -4025841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4025848.250000 Penalty: 4955.556152
	Iteration 55Q: 3 clusters Score -4025848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4025852.000000 Penalty: 4955.556152
	Iteration 56Q: 3 clusters Score -4025852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4025850.000000 Penalty: 4955.556152
	Iteration 57Q: 3 clusters Score -4025850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4025854.250000 Penalty: 4955.556152
	Iteration 58Q: 3 clusters Score -4025854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4025855.250000 Penalty: 4955.556152
	Iteration 59Q: 3 clusters Score -4025855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4025862.500000 Penalty: 4955.556152
	Iteration 60F: 3 clusters Score -4025862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4025862.000000 Penalty: 4955.556152
	Iteration 61Q: 3 clusters Score -4025862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4025862.000000 Penalty: 4955.556152
	Iteration 62F: 3 clusters Score -4025862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Entering Unmasked Estep 
Score: -3755705.000000 Penalty: 2456.027588
	Iteration 0F: 2 clusters Score -3755705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3742123.250000 Penalty: 4912.055176
	Iteration 0F: 3 clusters Score -3742123 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3746867.750000 Penalty: 4912.055176
	Iteration 1F: 3 clusters Score -3746868 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3747223.500000 Penalty: 4912.055176
	Iteration 2F: 3 clusters Score -3747224 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3747495.250000 Penalty: 4912.055176
	Iteration 3Q: 3 clusters Score -3747495 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3747674.500000 Penalty: 4912.055176
	Iteration 4Q: 3 clusters Score -3747674 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3747859.000000 Penalty: 4912.055176
	Iteration 5Q: 3 clusters Score -3747859 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3748048.000000 Penalty: 4912.055176
	Iteration 6Q: 3 clusters Score -3748048 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3748258.750000 Penalty: 4912.055176
	Iteration 7Q: 3 clusters Score -3748259 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3748548.750000 Penalty: 4912.055176
	Iteration 8Q: 3 clusters Score -3748549 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3748922.500000 Penalty: 4912.055176
	Iteration 9Q: 3 clusters Score -3748922 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3749422.500000 Penalty: 4912.055176
	Iteration 10Q: 3 clusters Score -3749422 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3750071.250000 Penalty: 4912.055176
	Iteration 11F: 3 clusters Score -3750071 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3750885.000000 Penalty: 4912.055176
	Iteration 12F: 3 clusters Score -3750885 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3751730.250000 Penalty: 4912.055176
	Iteration 13F: 3 clusters Score -3751730 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3752417.750000 Penalty: 4912.055176
	Iteration 14Q: 3 clusters Score -3752418 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3752907.750000 Penalty: 4912.055176
	Iteration 15Q: 3 clusters Score -3752908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3753222.250000 Penalty: 4912.055176
	Iteration 16Q: 3 clusters Score -3753222 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3753361.000000 Penalty: 4912.055176
	Iteration 17Q: 3 clusters Score -3753361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3753448.500000 Penalty: 4912.055176
	Iteration 18Q: 3 clusters Score -3753448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3753500.500000 Penalty: 4912.055176
	Iteration 19Q: 3 clusters Score -3753500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3753522.500000 Penalty: 4912.055176
	Iteration 20F: 3 clusters Score -3753522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3753548.750000 Penalty: 4912.055176
	Iteration 21Q: 3 clusters Score -3753549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3753571.750000 Penalty: 4912.055176
	Iteration 22Q: 3 clusters Score -3753572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3753581.250000 Penalty: 4912.055176
	Iteration 23Q: 3 clusters Score -3753581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3753606.250000 Penalty: 4912.055176
	Iteration 24Q: 3 clusters Score -3753606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3753618.250000 Penalty: 4912.055176
	Iteration 25Q: 3 clusters Score -3753618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3753619.000000 Penalty: 4912.055176
	Iteration 26Q: 3 clusters Score -3753619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3753627.500000 Penalty: 4912.055176
	Iteration 27Q: 3 clusters Score -3753628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3753629.500000 Penalty: 4912.055176
	Iteration 28Q: 3 clusters Score -3753630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3753630.250000 Penalty: 4912.055176
	Iteration 29Q: 3 clusters Score -3753630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3753631.000000 Penalty: 4912.055176
	Iteration 30Q: 3 clusters Score -3753631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3753633.750000 Penalty: 4912.055176
	Iteration 31Q: 3 clusters Score -3753634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3753635.500000 Penalty: 4912.055176
	Iteration 32Q: 3 clusters Score -3753636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3753636.500000 Penalty: 4912.055176
	Iteration 33Q: 3 clusters Score -3753636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3753637.750000 Penalty: 4912.055176
	Iteration 34Q: 3 clusters Score -3753638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3753637.750000 Penalty: 4912.055176
	Iteration 35F: 3 clusters Score -3753638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51754.093750 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51754.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51937.675781 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51937.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -52008.199219 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -52008.2 nChanged 10
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: -52044.671875 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -52044.67 nChanged 2
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: -52053.191406 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -52053.19 nChanged 1
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: -52057.812500 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -52057.81 nChanged 0
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: -52057.812500 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -52057.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Entering Unmasked Estep 
Score: -3875328.250000 Penalty: 2466.470459
	Iteration 0F: 2 clusters Score -3875328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3861436.750000 Penalty: 4932.940918
	Iteration 0F: 3 clusters Score -3861437 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3866388.250000 Penalty: 4932.940918
	Iteration 1F: 3 clusters Score -3866388 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3866817.750000 Penalty: 4932.940918
	Iteration 2F: 3 clusters Score -3866818 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3867155.500000 Penalty: 4932.940918
	Iteration 3Q: 3 clusters Score -3867156 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3867468.500000 Penalty: 4932.940918
	Iteration 4Q: 3 clusters Score -3867468 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3867771.000000 Penalty: 4932.940918
	Iteration 5Q: 3 clusters Score -3867771 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3868060.750000 Penalty: 4932.940918
	Iteration 6Q: 3 clusters Score -3868061 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3868390.250000 Penalty: 4932.940918
	Iteration 7Q: 3 clusters Score -3868390 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3868793.500000 Penalty: 4932.940918
	Iteration 8Q: 3 clusters Score -3868794 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3869335.750000 Penalty: 4932.940918
	Iteration 9Q: 3 clusters Score -3869336 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3869970.000000 Penalty: 4932.940918
	Iteration 10Q: 3 clusters Score -3869970 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3870572.750000 Penalty: 4932.940918
	Iteration 11Q: 3 clusters Score -3870573 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3871080.500000 Penalty: 4932.940918
	Iteration 12Q: 3 clusters Score -3871080 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3871484.250000 Penalty: 4932.940918
	Iteration 13Q: 3 clusters Score -3871484 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3871764.000000 Penalty: 4932.940918
	Iteration 14Q: 3 clusters Score -3871764 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3871931.250000 Penalty: 4932.940918
	Iteration 15Q: 3 clusters Score -3871931 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3872059.500000 Penalty: 4932.940918
	Iteration 16Q: 3 clusters Score -3872060 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3872133.500000 Penalty: 4932.940918
	Iteration 17Q: 3 clusters Score -3872134 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3872208.000000 Penalty: 4932.940918
	Iteration 18Q: 3 clusters Score -3872208 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3872272.750000 Penalty: 4932.940918
	Iteration 19Q: 3 clusters Score -3872273 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3872353.000000 Penalty: 4932.940918
	Iteration 20F: 3 clusters Score -3872353 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3872404.250000 Penalty: 4932.940918
	Iteration 21Q: 3 clusters Score -3872404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3872479.500000 Penalty: 4932.940918
	Iteration 22Q: 3 clusters Score -3872480 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3872527.000000 Penalty: 4932.940918
	Iteration 23Q: 3 clusters Score -3872527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3872582.000000 Penalty: 4932.940918
	Iteration 24Q: 3 clusters Score -3872582 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3872650.000000 Penalty: 4932.940918
	Iteration 25Q: 3 clusters Score -3872650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3872694.750000 Penalty: 4932.940918
	Iteration 26Q: 3 clusters Score -3872695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3872739.750000 Penalty: 4932.940918
	Iteration 27Q: 3 clusters Score -3872740 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3872805.000000 Penalty: 4932.940918
	Iteration 28Q: 3 clusters Score -3872805 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3872843.250000 Penalty: 4932.940918
	Iteration 29Q: 3 clusters Score -3872843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3872870.000000 Penalty: 4932.940918
	Iteration 30Q: 3 clusters Score -3872870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3872913.500000 Penalty: 4932.940918
	Iteration 31Q: 3 clusters Score -3872914 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3872949.750000 Penalty: 4932.940918
	Iteration 32Q: 3 clusters Score -3872950 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3873005.500000 Penalty: 4932.940918
	Iteration 33Q: 3 clusters Score -3873006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3873065.750000 Penalty: 4932.940918
	Iteration 34Q: 3 clusters Score -3873066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3873116.500000 Penalty: 4932.940918
	Iteration 35Q: 3 clusters Score -3873116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3873174.000000 Penalty: 4932.940918
	Iteration 36Q: 3 clusters Score -3873174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3873221.750000 Penalty: 4932.940918
	Iteration 37Q: 3 clusters Score -3873222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3873265.750000 Penalty: 4932.940918
	Iteration 38Q: 3 clusters Score -3873266 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3873317.750000 Penalty: 4932.940918
	Iteration 39Q: 3 clusters Score -3873318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3873349.500000 Penalty: 4932.940918
	Iteration 40F: 3 clusters Score -3873350 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3873386.250000 Penalty: 4932.940918
	Iteration 41Q: 3 clusters Score -3873386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3873407.750000 Penalty: 4932.940918
	Iteration 42Q: 3 clusters Score -3873408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3873444.250000 Penalty: 4932.940918
	Iteration 43Q: 3 clusters Score -3873444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3873450.250000 Penalty: 4932.940918
	Iteration 44Q: 3 clusters Score -3873450 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3873476.500000 Penalty: 4932.940918
	Iteration 45Q: 3 clusters Score -3873476 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3873526.750000 Penalty: 4932.940918
	Iteration 46Q: 3 clusters Score -3873527 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3873529.000000 Penalty: 4932.940918
	Iteration 47Q: 3 clusters Score -3873529 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3873560.500000 Penalty: 4932.940918
	Iteration 48Q: 3 clusters Score -3873560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3873584.000000 Penalty: 4932.940918
	Iteration 49Q: 3 clusters Score -3873584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3873609.000000 Penalty: 4932.940918
	Iteration 50Q: 3 clusters Score -3873609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3873632.500000 Penalty: 4932.940918
	Iteration 51Q: 3 clusters Score -3873632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3873639.750000 Penalty: 4932.940918
	Iteration 52Q: 3 clusters Score -3873640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3873660.750000 Penalty: 4932.940918
	Iteration 53Q: 3 clusters Score -3873661 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3873693.250000 Penalty: 4932.940918
	Iteration 54Q: 3 clusters Score -3873693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3873707.000000 Penalty: 4932.940918
	Iteration 55Q: 3 clusters Score -3873707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3873726.500000 Penalty: 4932.940918
	Iteration 56Q: 3 clusters Score -3873726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3873734.500000 Penalty: 4932.940918
	Iteration 57Q: 3 clusters Score -3873734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3873744.750000 Penalty: 4932.940918
	Iteration 58Q: 3 clusters Score -3873745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3873769.500000 Penalty: 4932.940918
	Iteration 59Q: 3 clusters Score -3873770 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3873771.250000 Penalty: 4932.940918
	Iteration 60F: 3 clusters Score -3873771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3873774.000000 Penalty: 4932.940918
	Iteration 61Q: 3 clusters Score -3873774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3873798.250000 Penalty: 4932.940918
	Iteration 62Q: 3 clusters Score -3873798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3873815.750000 Penalty: 4932.940918
	Iteration 63Q: 3 clusters Score -3873816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3873821.750000 Penalty: 4932.940918
	Iteration 64Q: 3 clusters Score -3873822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3873834.000000 Penalty: 4932.940918
	Iteration 65Q: 3 clusters Score -3873834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3873836.750000 Penalty: 4932.940918
	Iteration 66Q: 3 clusters Score -3873837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3873853.750000 Penalty: 4932.940918
	Iteration 67Q: 3 clusters Score -3873854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -3873853.750000 Penalty: 4932.940918
	Iteration 68Q: 3 clusters Score -3873854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3873855.500000 Penalty: 4932.940918
	Iteration 69Q: 3 clusters Score -3873856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3873858.750000 Penalty: 4932.940918
	Iteration 70Q: 3 clusters Score -3873859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3873873.250000 Penalty: 4932.940918
	Iteration 71Q: 3 clusters Score -3873873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3873880.000000 Penalty: 4932.940918
	Iteration 72Q: 3 clusters Score -3873880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3873887.750000 Penalty: 4932.940918
	Iteration 73Q: 3 clusters Score -3873888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -3873912.000000 Penalty: 4932.940918
	Iteration 74Q: 3 clusters Score -3873912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3873910.500000 Penalty: 4932.940918
	Iteration 75Q: 3 clusters Score -3873910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3873919.250000 Penalty: 4932.940918
	Iteration 76Q: 3 clusters Score -3873919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3873916.000000 Penalty: 4932.940918
	Iteration 77Q: 3 clusters Score -3873916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3873923.250000 Penalty: 4932.940918
	Iteration 78Q: 3 clusters Score -3873923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3873933.750000 Penalty: 4932.940918
	Iteration 79Q: 3 clusters Score -3873934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3873933.000000 Penalty: 4932.940918
	Iteration 80F: 3 clusters Score -3873933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3873939.000000 Penalty: 4932.940918
	Iteration 81Q: 3 clusters Score -3873939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3873932.500000 Penalty: 4932.940918
	Iteration 82Q: 3 clusters Score -3873932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3873939.000000 Penalty: 4932.940918
	Iteration 83Q: 3 clusters Score -3873939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3873941.250000 Penalty: 4932.940918
	Iteration 84Q: 3 clusters Score -3873941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3873950.750000 Penalty: 4932.940918
	Iteration 85Q: 3 clusters Score -3873951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3873950.750000 Penalty: 4932.940918
	Iteration 86Q: 3 clusters Score -3873951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3873957.000000 Penalty: 4932.940918
	Iteration 87Q: 3 clusters Score -3873957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3873963.500000 Penalty: 4932.940918
	Iteration 88Q: 3 clusters Score -3873964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3873965.000000 Penalty: 4932.940918
	Iteration 89Q: 3 clusters Score -3873965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3873955.000000 Penalty: 4932.940918
	Iteration 90Q: 3 clusters Score -3873955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3873957.750000 Penalty: 4932.940918
	Iteration 91Q: 3 clusters Score -3873958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3873960.750000 Penalty: 4932.940918
	Iteration 92Q: 3 clusters Score -3873961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3873968.000000 Penalty: 4932.940918
	Iteration 93Q: 3 clusters Score -3873968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3873984.250000 Penalty: 4932.940918
	Iteration 94Q: 3 clusters Score -3873984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3873991.500000 Penalty: 4932.940918
	Iteration 95Q: 3 clusters Score -3873992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3874006.250000 Penalty: 4932.940918
	Iteration 96Q: 3 clusters Score -3874006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3874004.500000 Penalty: 4932.940918
	Iteration 97Q: 3 clusters Score -3874004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3874012.000000 Penalty: 4932.940918
	Iteration 98Q: 3 clusters Score -3874012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3874012.750000 Penalty: 4932.940918
	Iteration 99Q: 3 clusters Score -3874013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3874016.250000 Penalty: 4932.940918
	Iteration 100F: 3 clusters Score -3874016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3874008.250000 Penalty: 4932.940918
	Iteration 101Q: 3 clusters Score -3874008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3874010.000000 Penalty: 4932.940918
	Iteration 102Q: 3 clusters Score -3874010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3874013.750000 Penalty: 4932.940918
	Iteration 103Q: 3 clusters Score -3874014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3874024.500000 Penalty: 4932.940918
	Iteration 104Q: 3 clusters Score -3874024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3874031.250000 Penalty: 4932.940918
	Iteration 105Q: 3 clusters Score -3874031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3874034.000000 Penalty: 4932.940918
	Iteration 106Q: 3 clusters Score -3874034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3874041.750000 Penalty: 4932.940918
	Iteration 107Q: 3 clusters Score -3874042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3874046.750000 Penalty: 4932.940918
	Iteration 108Q: 3 clusters Score -3874047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3874036.500000 Penalty: 4932.940918
	Iteration 109Q: 3 clusters Score -3874036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3874043.750000 Penalty: 4932.940918
	Iteration 110Q: 3 clusters Score -3874044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3874046.250000 Penalty: 4932.940918
	Iteration 111Q: 3 clusters Score -3874046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3874048.500000 Penalty: 4932.940918
	Iteration 112Q: 3 clusters Score -3874048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3874046.500000 Penalty: 4932.940918
	Iteration 113Q: 3 clusters Score -3874046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3874039.500000 Penalty: 4932.940918
	Iteration 114Q: 3 clusters Score -3874040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3874048.250000 Penalty: 4932.940918
	Iteration 115Q: 3 clusters Score -3874048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3874052.250000 Penalty: 4932.940918
	Iteration 116Q: 3 clusters Score -3874052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3874049.250000 Penalty: 4932.940918
	Iteration 117Q: 3 clusters Score -3874049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3874061.500000 Penalty: 4932.940918
	Iteration 118Q: 3 clusters Score -3874062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3874061.750000 Penalty: 4932.940918
	Iteration 119Q: 3 clusters Score -3874062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3874052.250000 Penalty: 4932.940918
	Iteration 120F: 3 clusters Score -3874052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3874058.750000 Penalty: 4932.940918
	Iteration 121Q: 3 clusters Score -3874059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3874062.000000 Penalty: 4932.940918
	Iteration 122Q: 3 clusters Score -3874062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3874062.750000 Penalty: 4932.940918
	Iteration 123Q: 3 clusters Score -3874063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3874061.500000 Penalty: 4932.940918
	Iteration 124Q: 3 clusters Score -3874062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3874068.750000 Penalty: 4932.940918
	Iteration 125Q: 3 clusters Score -3874069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3874066.000000 Penalty: 4932.940918
	Iteration 126Q: 3 clusters Score -3874066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3874075.750000 Penalty: 4932.940918
	Iteration 127Q: 3 clusters Score -3874076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3874073.250000 Penalty: 4932.940918
	Iteration 128Q: 3 clusters Score -3874073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3874081.000000 Penalty: 4932.940918
	Iteration 129Q: 3 clusters Score -3874081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3874078.500000 Penalty: 4932.940918
	Iteration 130Q: 3 clusters Score -3874078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3874075.000000 Penalty: 4932.940918
	Iteration 131Q: 3 clusters Score -3874075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3874072.500000 Penalty: 4932.940918
	Iteration 132Q: 3 clusters Score -3874072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3874068.500000 Penalty: 4932.940918
	Iteration 133Q: 3 clusters Score -3874068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3874071.250000 Penalty: 4932.940918
	Iteration 134Q: 3 clusters Score -3874071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3874075.000000 Penalty: 4932.940918
	Iteration 135Q: 3 clusters Score -3874075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3874075.250000 Penalty: 4932.940918
	Iteration 136Q: 3 clusters Score -3874075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3874073.500000 Penalty: 4932.940918
	Iteration 137Q: 3 clusters Score -3874074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3874071.500000 Penalty: 4932.940918
	Iteration 138Q: 3 clusters Score -3874072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3874077.750000 Penalty: 4932.940918
	Iteration 139Q: 3 clusters Score -3874078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3874076.500000 Penalty: 4932.940918
	Iteration 140F: 3 clusters Score -3874076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3874078.250000 Penalty: 4932.940918
	Iteration 141Q: 3 clusters Score -3874078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3874079.750000 Penalty: 4932.940918
	Iteration 142Q: 3 clusters Score -3874080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3874078.750000 Penalty: 4932.940918
	Iteration 143Q: 3 clusters Score -3874079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3874078.750000 Penalty: 4932.940918
	Iteration 144F: 3 clusters Score -3874079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Entering Unmasked Estep 
Score: -3882055.500000 Penalty: 2449.404297
	Iteration 0F: 2 clusters Score -3882056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3870667.000000 Penalty: 4898.808594
	Iteration 0F: 3 clusters Score -3870667 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3875023.250000 Penalty: 4898.808594
	Iteration 1F: 3 clusters Score -3875023 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3875367.500000 Penalty: 4898.808594
	Iteration 2F: 3 clusters Score -3875368 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3875596.250000 Penalty: 4898.808594
	Iteration 3Q: 3 clusters Score -3875596 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3875816.750000 Penalty: 4898.808594
	Iteration 4Q: 3 clusters Score -3875817 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3876053.250000 Penalty: 4898.808594
	Iteration 5Q: 3 clusters Score -3876053 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3876334.000000 Penalty: 4898.808594
	Iteration 6Q: 3 clusters Score -3876334 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3876702.000000 Penalty: 4898.808594
	Iteration 7Q: 3 clusters Score -3876702 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3877244.250000 Penalty: 4898.808594
	Iteration 8F: 3 clusters Score -3877244 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3877947.500000 Penalty: 4898.808594
	Iteration 9F: 3 clusters Score -3877948 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3878742.500000 Penalty: 4898.808594
	Iteration 10F: 3 clusters Score -3878742 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3879447.750000 Penalty: 4898.808594
	Iteration 11F: 3 clusters Score -3879448 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3879916.750000 Penalty: 4898.808594
	Iteration 12Q: 3 clusters Score -3879917 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3880190.250000 Penalty: 4898.808594
	Iteration 13Q: 3 clusters Score -3880190 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3880442.500000 Penalty: 4898.808594
	Iteration 14Q: 3 clusters Score -3880442 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3880690.750000 Penalty: 4898.808594
	Iteration 15Q: 3 clusters Score -3880691 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3880893.500000 Penalty: 4898.808594
	Iteration 16Q: 3 clusters Score -3880894 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3881098.750000 Penalty: 4898.808594
	Iteration 17Q: 3 clusters Score -3881099 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3881178.500000 Penalty: 4898.808594
	Iteration 18Q: 3 clusters Score -3881178 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3881201.750000 Penalty: 4898.808594
	Iteration 19Q: 3 clusters Score -3881202 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3881219.750000 Penalty: 4898.808594
	Iteration 20F: 3 clusters Score -3881220 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3881243.750000 Penalty: 4898.808594
	Iteration 21Q: 3 clusters Score -3881244 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3881187.000000 Penalty: 4898.808594
	Iteration 22Q: 3 clusters Score -3881187 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3881122.000000 Penalty: 4898.808594
	Iteration 23Q: 3 clusters Score -3881122 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3881071.250000 Penalty: 4898.808594
	Iteration 24Q: 3 clusters Score -3881071 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -3881040.000000 Penalty: 4898.808594
	Iteration 25Q: 3 clusters Score -3881040 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3880953.000000 Penalty: 4898.808594
	Iteration 26Q: 3 clusters Score -3880953 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3880933.500000 Penalty: 4898.808594
	Iteration 27Q: 3 clusters Score -3880934 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3880914.750000 Penalty: 4898.808594
	Iteration 28Q: 3 clusters Score -3880915 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3880917.500000 Penalty: 4898.808594
	Iteration 29Q: 3 clusters Score -3880918 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3880895.250000 Penalty: 4898.808594
	Iteration 30Q: 3 clusters Score -3880895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3880849.750000 Penalty: 4898.808594
	Iteration 31Q: 3 clusters Score -3880850 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3880836.500000 Penalty: 4898.808594
	Iteration 32Q: 3 clusters Score -3880836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3880782.250000 Penalty: 4898.808594
	Iteration 33Q: 3 clusters Score -3880782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3880739.250000 Penalty: 4898.808594
	Iteration 34Q: 3 clusters Score -3880739 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3880707.750000 Penalty: 4898.808594
	Iteration 35Q: 3 clusters Score -3880708 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3880675.500000 Penalty: 4898.808594
	Iteration 36Q: 3 clusters Score -3880676 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3880666.250000 Penalty: 4898.808594
	Iteration 37Q: 3 clusters Score -3880666 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3880640.000000 Penalty: 4898.808594
	Iteration 38Q: 3 clusters Score -3880640 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3880657.500000 Penalty: 4898.808594
	Iteration 39Q: 3 clusters Score -3880658 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3880700.500000 Penalty: 4898.808594
	Iteration 40F: 3 clusters Score -3880700 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3880737.250000 Penalty: 4898.808594
	Iteration 41Q: 3 clusters Score -3880737 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3880735.750000 Penalty: 4898.808594
	Iteration 42Q: 3 clusters Score -3880736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3880726.250000 Penalty: 4898.808594
	Iteration 43Q: 3 clusters Score -3880726 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3880729.250000 Penalty: 4898.808594
	Iteration 44Q: 3 clusters Score -3880729 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3880723.000000 Penalty: 4898.808594
	Iteration 45Q: 3 clusters Score -3880723 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3880705.750000 Penalty: 4898.808594
	Iteration 46Q: 3 clusters Score -3880706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3880700.000000 Penalty: 4898.808594
	Iteration 47Q: 3 clusters Score -3880700 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3880742.500000 Penalty: 4898.808594
	Iteration 48Q: 3 clusters Score -3880742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3880784.000000 Penalty: 4898.808594
	Iteration 49Q: 3 clusters Score -3880784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3880823.750000 Penalty: 4898.808594
	Iteration 50Q: 3 clusters Score -3880824 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3880852.000000 Penalty: 4898.808594
	Iteration 51Q: 3 clusters Score -3880852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3880857.750000 Penalty: 4898.808594
	Iteration 52Q: 3 clusters Score -3880858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3880869.000000 Penalty: 4898.808594
	Iteration 53Q: 3 clusters Score -3880869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3880875.000000 Penalty: 4898.808594
	Iteration 54Q: 3 clusters Score -3880875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3880883.250000 Penalty: 4898.808594
	Iteration 55Q: 3 clusters Score -3880883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3880887.750000 Penalty: 4898.808594
	Iteration 56Q: 3 clusters Score -3880888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3880904.000000 Penalty: 4898.808594
	Iteration 57Q: 3 clusters Score -3880904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3880905.750000 Penalty: 4898.808594
	Iteration 58Q: 3 clusters Score -3880906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3880901.500000 Penalty: 4898.808594
	Iteration 59Q: 3 clusters Score -3880902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3880903.000000 Penalty: 4898.808594
	Iteration 60F: 3 clusters Score -3880903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3880908.500000 Penalty: 4898.808594
	Iteration 61Q: 3 clusters Score -3880908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3880914.000000 Penalty: 4898.808594
	Iteration 62Q: 3 clusters Score -3880914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3880920.000000 Penalty: 4898.808594
	Iteration 63Q: 3 clusters Score -3880920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3880921.750000 Penalty: 4898.808594
	Iteration 64Q: 3 clusters Score -3880922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3880929.750000 Penalty: 4898.808594
	Iteration 65Q: 3 clusters Score -3880930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3880931.750000 Penalty: 4898.808594
	Iteration 66Q: 3 clusters Score -3880932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3880929.750000 Penalty: 4898.808594
	Iteration 67Q: 3 clusters Score -3880930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3880928.500000 Penalty: 4898.808594
	Iteration 68Q: 3 clusters Score -3880928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3880923.500000 Penalty: 4898.808594
	Iteration 69Q: 3 clusters Score -3880924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3880918.500000 Penalty: 4898.808594
	Iteration 70Q: 3 clusters Score -3880918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3880917.500000 Penalty: 4898.808594
	Iteration 71Q: 3 clusters Score -3880918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3880916.250000 Penalty: 4898.808594
	Iteration 72Q: 3 clusters Score -3880916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3880911.500000 Penalty: 4898.808594
	Iteration 73Q: 3 clusters Score -3880912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3880901.750000 Penalty: 4898.808594
	Iteration 74Q: 3 clusters Score -3880902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3880897.000000 Penalty: 4898.808594
	Iteration 75Q: 3 clusters Score -3880897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3880899.750000 Penalty: 4898.808594
	Iteration 76Q: 3 clusters Score -3880900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3880911.000000 Penalty: 4898.808594
	Iteration 77Q: 3 clusters Score -3880911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3880906.750000 Penalty: 4898.808594
	Iteration 78Q: 3 clusters Score -3880907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3880903.500000 Penalty: 4898.808594
	Iteration 79Q: 3 clusters Score -3880904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3880893.000000 Penalty: 4898.808594
	Iteration 80F: 3 clusters Score -3880893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3880896.500000 Penalty: 4898.808594
	Iteration 81Q: 3 clusters Score -3880896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3880892.000000 Penalty: 4898.808594
	Iteration 82Q: 3 clusters Score -3880892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3880891.750000 Penalty: 4898.808594
	Iteration 83Q: 3 clusters Score -3880892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3880887.750000 Penalty: 4898.808594
	Iteration 84Q: 3 clusters Score -3880888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3880875.000000 Penalty: 4898.808594
	Iteration 85Q: 3 clusters Score -3880875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3880875.750000 Penalty: 4898.808594
	Iteration 86Q: 3 clusters Score -3880876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3880880.750000 Penalty: 4898.808594
	Iteration 87Q: 3 clusters Score -3880881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3880884.750000 Penalty: 4898.808594
	Iteration 88Q: 3 clusters Score -3880885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3880889.250000 Penalty: 4898.808594
	Iteration 89Q: 3 clusters Score -3880889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3880882.500000 Penalty: 4898.808594
	Iteration 90Q: 3 clusters Score -3880882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3880883.250000 Penalty: 4898.808594
	Iteration 91Q: 3 clusters Score -3880883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3880878.500000 Penalty: 4898.808594
	Iteration 92Q: 3 clusters Score -3880878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3880877.500000 Penalty: 4898.808594
	Iteration 93Q: 3 clusters Score -3880878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3880878.250000 Penalty: 4898.808594
	Iteration 94Q: 3 clusters Score -3880878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3880874.250000 Penalty: 4898.808594
	Iteration 95Q: 3 clusters Score -3880874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3880866.000000 Penalty: 4898.808594
	Iteration 96Q: 3 clusters Score -3880866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3880865.250000 Penalty: 4898.808594
	Iteration 97Q: 3 clusters Score -3880865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3880868.750000 Penalty: 4898.808594
	Iteration 98Q: 3 clusters Score -3880869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3880867.000000 Penalty: 4898.808594
	Iteration 99Q: 3 clusters Score -3880867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3880865.250000 Penalty: 4898.808594
	Iteration 100F: 3 clusters Score -3880865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3880869.250000 Penalty: 4898.808594
	Iteration 101Q: 3 clusters Score -3880869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3880869.500000 Penalty: 4898.808594
	Iteration 102Q: 3 clusters Score -3880870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3880870.000000 Penalty: 4898.808594
	Iteration 103Q: 3 clusters Score -3880870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3880870.000000 Penalty: 4898.808594
	Iteration 104F: 3 clusters Score -3880870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -146926.328125 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146926.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -147188.218750 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147188.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -147276.140625 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147276.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -147338.187500 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147338.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -147411.484375 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147411.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147510.937500 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147510.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -147601.359375 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147601.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -147695.828125 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147695.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -147756.140625 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147756.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -147807.125000 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -147849.312500 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147849.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -147886.156250 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147886.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -147910.765625 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -147930.234375 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -147948.250000 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -147963.703125 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -147976.000000 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -147987.843750 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -147999.687500 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -148003.421875 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -148003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148010.437500 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -148010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -148013.859375 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -148013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -148024.921875 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -148024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -148030.625000 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -148030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -148032.968750 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -148033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -148034.078125 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -148034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -148034.078125 Penalty: 3361.712646
	Iteration 26F: 3 clusters Score -148034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Entering Unmasked Estep 
Score: -3807199.000000 Penalty: 2460.878662
	Iteration 0F: 2 clusters Score -3807199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3793680.500000 Penalty: 4921.757324
	Iteration 0F: 3 clusters Score -3793680 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3798619.500000 Penalty: 4921.757324
	Iteration 1F: 3 clusters Score -3798620 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3799200.500000 Penalty: 4921.757324
	Iteration 2F: 3 clusters Score -3799200 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3799820.500000 Penalty: 4921.757324
	Iteration 3F: 3 clusters Score -3799820 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3800454.750000 Penalty: 4921.757324
	Iteration 4F: 3 clusters Score -3800455 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3801197.750000 Penalty: 4921.757324
	Iteration 5F: 3 clusters Score -3801198 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3802098.000000 Penalty: 4921.757324
	Iteration 6F: 3 clusters Score -3802098 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3803183.000000 Penalty: 4921.757324
	Iteration 7F: 3 clusters Score -3803183 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3804270.750000 Penalty: 4921.757324
	Iteration 8F: 3 clusters Score -3804271 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3805173.250000 Penalty: 4921.757324
	Iteration 9Q: 3 clusters Score -3805173 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3805650.250000 Penalty: 4921.757324
	Iteration 10Q: 3 clusters Score -3805650 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3805849.750000 Penalty: 4921.757324
	Iteration 11Q: 3 clusters Score -3805850 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3805940.250000 Penalty: 4921.757324
	Iteration 12Q: 3 clusters Score -3805940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3805989.000000 Penalty: 4921.757324
	Iteration 13Q: 3 clusters Score -3805989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3806011.000000 Penalty: 4921.757324
	Iteration 14Q: 3 clusters Score -3806011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3806024.000000 Penalty: 4921.757324
	Iteration 15Q: 3 clusters Score -3806024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3806040.250000 Penalty: 4921.757324
	Iteration 16Q: 3 clusters Score -3806040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3806059.000000 Penalty: 4921.757324
	Iteration 17Q: 3 clusters Score -3806059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3806063.250000 Penalty: 4921.757324
	Iteration 18Q: 3 clusters Score -3806063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3806061.500000 Penalty: 4921.757324
	Iteration 19Q: 3 clusters Score -3806062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3806067.250000 Penalty: 4921.757324
	Iteration 20F: 3 clusters Score -3806067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3806075.000000 Penalty: 4921.757324
	Iteration 21Q: 3 clusters Score -3806075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3806067.750000 Penalty: 4921.757324
	Iteration 22Q: 3 clusters Score -3806068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3806067.250000 Penalty: 4921.757324
	Iteration 23Q: 3 clusters Score -3806067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3806071.250000 Penalty: 4921.757324
	Iteration 24Q: 3 clusters Score -3806071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3806068.000000 Penalty: 4921.757324
	Iteration 25Q: 3 clusters Score -3806068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3806082.250000 Penalty: 4921.757324
	Iteration 26Q: 3 clusters Score -3806082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3806087.500000 Penalty: 4921.757324
	Iteration 27Q: 3 clusters Score -3806088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3806100.250000 Penalty: 4921.757324
	Iteration 28Q: 3 clusters Score -3806100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3806103.750000 Penalty: 4921.757324
	Iteration 29Q: 3 clusters Score -3806104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3806100.750000 Penalty: 4921.757324
	Iteration 30Q: 3 clusters Score -3806101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3806100.750000 Penalty: 4921.757324
	Iteration 31Q: 3 clusters Score -3806101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3806109.250000 Penalty: 4921.757324
	Iteration 32Q: 3 clusters Score -3806109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3806111.500000 Penalty: 4921.757324
	Iteration 33Q: 3 clusters Score -3806112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3806121.500000 Penalty: 4921.757324
	Iteration 34Q: 3 clusters Score -3806122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3806124.500000 Penalty: 4921.757324
	Iteration 35Q: 3 clusters Score -3806124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3806126.000000 Penalty: 4921.757324
	Iteration 36Q: 3 clusters Score -3806126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -3806126.000000 Penalty: 4921.757324
	Iteration 37Q: 3 clusters Score -3806126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3806125.250000 Penalty: 4921.757324
	Iteration 38Q: 3 clusters Score -3806125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3806131.250000 Penalty: 4921.757324
	Iteration 39Q: 3 clusters Score -3806131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3806128.750000 Penalty: 4921.757324
	Iteration 40F: 3 clusters Score -3806129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3806125.250000 Penalty: 4921.757324
	Iteration 41Q: 3 clusters Score -3806125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3806126.750000 Penalty: 4921.757324
	Iteration 42Q: 3 clusters Score -3806127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3806127.750000 Penalty: 4921.757324
	Iteration 43Q: 3 clusters Score -3806128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3806130.500000 Penalty: 4921.757324
	Iteration 44Q: 3 clusters Score -3806130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3806127.750000 Penalty: 4921.757324
	Iteration 45Q: 3 clusters Score -3806128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3806128.250000 Penalty: 4921.757324
	Iteration 46Q: 3 clusters Score -3806128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3806131.000000 Penalty: 4921.757324
	Iteration 47Q: 3 clusters Score -3806131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3806128.500000 Penalty: 4921.757324
	Iteration 48Q: 3 clusters Score -3806128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3806128.000000 Penalty: 4921.757324
	Iteration 49Q: 3 clusters Score -3806128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3806128.000000 Penalty: 4921.757324
	Iteration 50F: 3 clusters Score -3806128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -1853033.375000 Penalty: 2267.735107
	Iteration 0F: 2 clusters Score -1853033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1845819.375000 Penalty: 4535.470215
	Iteration 0F: 3 clusters Score -1845819 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1847823.625000 Penalty: 4535.470215
	Iteration 1F: 3 clusters Score -1847824 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1848068.125000 Penalty: 4535.470215
	Iteration 2F: 3 clusters Score -1848068 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1848247.625000 Penalty: 4535.470215
	Iteration 3Q: 3 clusters Score -1848248 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1848366.500000 Penalty: 4535.470215
	Iteration 4Q: 3 clusters Score -1848366 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1848462.500000 Penalty: 4535.470215
	Iteration 5Q: 3 clusters Score -1848462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1848539.250000 Penalty: 4535.470215
	Iteration 6Q: 3 clusters Score -1848539 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1848601.500000 Penalty: 4535.470215
	Iteration 7Q: 3 clusters Score -1848602 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1848655.000000 Penalty: 4535.470215
	Iteration 8Q: 3 clusters Score -1848655 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1848702.250000 Penalty: 4535.470215
	Iteration 9Q: 3 clusters Score -1848702 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1848740.250000 Penalty: 4535.470215
	Iteration 10Q: 3 clusters Score -1848740 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1848798.625000 Penalty: 4535.470215
	Iteration 11Q: 3 clusters Score -1848799 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1848853.500000 Penalty: 4535.470215
	Iteration 12Q: 3 clusters Score -1848854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1848898.500000 Penalty: 4535.470215
	Iteration 13Q: 3 clusters Score -1848898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1848951.875000 Penalty: 4535.470215
	Iteration 14Q: 3 clusters Score -1848952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1849004.125000 Penalty: 4535.470215
	Iteration 15Q: 3 clusters Score -1849004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1849059.500000 Penalty: 4535.470215
	Iteration 16Q: 3 clusters Score -1849060 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1849126.500000 Penalty: 4535.470215
	Iteration 17Q: 3 clusters Score -1849126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1849206.250000 Penalty: 4535.470215
	Iteration 18Q: 3 clusters Score -1849206 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1849302.250000 Penalty: 4535.470215
	Iteration 19Q: 3 clusters Score -1849302 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1849420.125000 Penalty: 4535.470215
	Iteration 20F: 3 clusters Score -1849420 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1849548.875000 Penalty: 4535.470215
	Iteration 21Q: 3 clusters Score -1849549 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1849696.125000 Penalty: 4535.470215
	Iteration 22Q: 3 clusters Score -1849696 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1849875.375000 Penalty: 4535.470215
	Iteration 23Q: 3 clusters Score -1849875 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1850112.500000 Penalty: 4535.470215
	Iteration 24Q: 3 clusters Score -1850112 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1850345.750000 Penalty: 4535.470215
	Iteration 25Q: 3 clusters Score -1850346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1850520.625000 Penalty: 4535.470215
	Iteration 26Q: 3 clusters Score -1850521 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1850650.875000 Penalty: 4535.470215
	Iteration 27Q: 3 clusters Score -1850651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1850727.750000 Penalty: 4535.470215
	Iteration 28Q: 3 clusters Score -1850728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1850789.250000 Penalty: 4535.470215
	Iteration 29Q: 3 clusters Score -1850789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1850825.125000 Penalty: 4535.470215
	Iteration 30Q: 3 clusters Score -1850825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1850860.625000 Penalty: 4535.470215
	Iteration 31Q: 3 clusters Score -1850861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1850881.750000 Penalty: 4535.470215
	Iteration 32Q: 3 clusters Score -1850882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1850917.375000 Penalty: 4535.470215
	Iteration 33Q: 3 clusters Score -1850917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1850943.625000 Penalty: 4535.470215
	Iteration 34Q: 3 clusters Score -1850944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1850969.500000 Penalty: 4535.470215
	Iteration 35Q: 3 clusters Score -1850970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1850985.375000 Penalty: 4535.470215
	Iteration 36Q: 3 clusters Score -1850985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1850999.500000 Penalty: 4535.470215
	Iteration 37Q: 3 clusters Score -1851000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1851013.375000 Penalty: 4535.470215
	Iteration 38Q: 3 clusters Score -1851013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1851018.750000 Penalty: 4535.470215
	Iteration 39Q: 3 clusters Score -1851019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1851026.750000 Penalty: 4535.470215
	Iteration 40F: 3 clusters Score -1851027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1851033.375000 Penalty: 4535.470215
	Iteration 41Q: 3 clusters Score -1851033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1851035.875000 Penalty: 4535.470215
	Iteration 42Q: 3 clusters Score -1851036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1851039.125000 Penalty: 4535.470215
	Iteration 43Q: 3 clusters Score -1851039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1851047.375000 Penalty: 4535.470215
	Iteration 44Q: 3 clusters Score -1851047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1851052.000000 Penalty: 4535.470215
	Iteration 45Q: 3 clusters Score -1851052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1851056.375000 Penalty: 4535.470215
	Iteration 46Q: 3 clusters Score -1851056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1851060.125000 Penalty: 4535.470215
	Iteration 47Q: 3 clusters Score -1851060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1851057.875000 Penalty: 4535.470215
	Iteration 48Q: 3 clusters Score -1851058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1851059.375000 Penalty: 4535.470215
	Iteration 49Q: 3 clusters Score -1851059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1851062.125000 Penalty: 4535.470215
	Iteration 50Q: 3 clusters Score -1851062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1851058.125000 Penalty: 4535.470215
	Iteration 51Q: 3 clusters Score -1851058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1851059.250000 Penalty: 4535.470215
	Iteration 52Q: 3 clusters Score -1851059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1851062.250000 Penalty: 4535.470215
	Iteration 53Q: 3 clusters Score -1851062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1851062.250000 Penalty: 4535.470215
	Iteration 54F: 3 clusters Score -1851062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -4101625.000000 Penalty: 2476.707764
	Iteration 0F: 2 clusters Score -4101625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4087571.250000 Penalty: 4953.415527
	Iteration 0F: 3 clusters Score -4087571 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4092836.500000 Penalty: 4953.415527
	Iteration 1F: 3 clusters Score -4092836 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4093148.500000 Penalty: 4953.415527
	Iteration 2Q: 3 clusters Score -4093148 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4093402.750000 Penalty: 4953.415527
	Iteration 3Q: 3 clusters Score -4093403 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4093599.250000 Penalty: 4953.415527
	Iteration 4Q: 3 clusters Score -4093599 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4093743.750000 Penalty: 4953.415527
	Iteration 5Q: 3 clusters Score -4093744 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4093882.250000 Penalty: 4953.415527
	Iteration 6Q: 3 clusters Score -4093882 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4094032.250000 Penalty: 4953.415527
	Iteration 7Q: 3 clusters Score -4094032 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4094180.250000 Penalty: 4953.415527
	Iteration 8Q: 3 clusters Score -4094180 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4094350.250000 Penalty: 4953.415527
	Iteration 9Q: 3 clusters Score -4094350 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4094605.000000 Penalty: 4953.415527
	Iteration 10Q: 3 clusters Score -4094605 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4094945.250000 Penalty: 4953.415527
	Iteration 11Q: 3 clusters Score -4094945 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4095363.000000 Penalty: 4953.415527
	Iteration 12Q: 3 clusters Score -4095363 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -4095989.750000 Penalty: 4953.415527
	Iteration 13Q: 3 clusters Score -4095990 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4096807.000000 Penalty: 4953.415527
	Iteration 14Q: 3 clusters Score -4096807 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4097641.500000 Penalty: 4953.415527
	Iteration 15Q: 3 clusters Score -4097642 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4098313.000000 Penalty: 4953.415527
	Iteration 16Q: 3 clusters Score -4098313 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4098763.750000 Penalty: 4953.415527
	Iteration 17Q: 3 clusters Score -4098764 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4099003.250000 Penalty: 4953.415527
	Iteration 18Q: 3 clusters Score -4099003 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4099136.250000 Penalty: 4953.415527
	Iteration 19Q: 3 clusters Score -4099136 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4099218.750000 Penalty: 4953.415527
	Iteration 20F: 3 clusters Score -4099219 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4099298.500000 Penalty: 4953.415527
	Iteration 21Q: 3 clusters Score -4099298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4099383.250000 Penalty: 4953.415527
	Iteration 22Q: 3 clusters Score -4099383 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4099420.000000 Penalty: 4953.415527
	Iteration 23Q: 3 clusters Score -4099420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4099475.000000 Penalty: 4953.415527
	Iteration 24Q: 3 clusters Score -4099475 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4099507.750000 Penalty: 4953.415527
	Iteration 25Q: 3 clusters Score -4099508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4099534.500000 Penalty: 4953.415527
	Iteration 26Q: 3 clusters Score -4099534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4099565.500000 Penalty: 4953.415527
	Iteration 27Q: 3 clusters Score -4099566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4099590.750000 Penalty: 4953.415527
	Iteration 28Q: 3 clusters Score -4099591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4099628.750000 Penalty: 4953.415527
	Iteration 29Q: 3 clusters Score -4099629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4099633.500000 Penalty: 4953.415527
	Iteration 30Q: 3 clusters Score -4099634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4099654.000000 Penalty: 4953.415527
	Iteration 31Q: 3 clusters Score -4099654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4099673.500000 Penalty: 4953.415527
	Iteration 32Q: 3 clusters Score -4099674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4099677.500000 Penalty: 4953.415527
	Iteration 33Q: 3 clusters Score -4099678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4099704.500000 Penalty: 4953.415527
	Iteration 34Q: 3 clusters Score -4099704 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4099711.000000 Penalty: 4953.415527
	Iteration 35Q: 3 clusters Score -4099711 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4099698.000000 Penalty: 4953.415527
	Iteration 36Q: 3 clusters Score -4099698 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4099720.250000 Penalty: 4953.415527
	Iteration 37Q: 3 clusters Score -4099720 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4099712.750000 Penalty: 4953.415527
	Iteration 38Q: 3 clusters Score -4099713 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4099705.000000 Penalty: 4953.415527
	Iteration 39Q: 3 clusters Score -4099705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4099685.250000 Penalty: 4953.415527
	Iteration 40F: 3 clusters Score -4099685 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4099696.000000 Penalty: 4953.415527
	Iteration 41Q: 3 clusters Score -4099696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4099667.250000 Penalty: 4953.415527
	Iteration 42Q: 3 clusters Score -4099667 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4099649.750000 Penalty: 4953.415527
	Iteration 43Q: 3 clusters Score -4099650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4099655.250000 Penalty: 4953.415527
	Iteration 44Q: 3 clusters Score -4099655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4099647.500000 Penalty: 4953.415527
	Iteration 45Q: 3 clusters Score -4099648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4099649.250000 Penalty: 4953.415527
	Iteration 46Q: 3 clusters Score -4099649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4099643.000000 Penalty: 4953.415527
	Iteration 47Q: 3 clusters Score -4099643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4099659.000000 Penalty: 4953.415527
	Iteration 48Q: 3 clusters Score -4099659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4099663.750000 Penalty: 4953.415527
	Iteration 49Q: 3 clusters Score -4099664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4099675.750000 Penalty: 4953.415527
	Iteration 50Q: 3 clusters Score -4099676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4099674.750000 Penalty: 4953.415527
	Iteration 51Q: 3 clusters Score -4099675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4099678.750000 Penalty: 4953.415527
	Iteration 52Q: 3 clusters Score -4099679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4099676.000000 Penalty: 4953.415527
	Iteration 53Q: 3 clusters Score -4099676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4099682.750000 Penalty: 4953.415527
	Iteration 54Q: 3 clusters Score -4099683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4099686.750000 Penalty: 4953.415527
	Iteration 55Q: 3 clusters Score -4099687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4099688.750000 Penalty: 4953.415527
	Iteration 56Q: 3 clusters Score -4099689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4099690.250000 Penalty: 4953.415527
	Iteration 57Q: 3 clusters Score -4099690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4099692.250000 Penalty: 4953.415527
	Iteration 58Q: 3 clusters Score -4099692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4099699.250000 Penalty: 4953.415527
	Iteration 59Q: 3 clusters Score -4099699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4099701.750000 Penalty: 4953.415527
	Iteration 60F: 3 clusters Score -4099702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4099693.250000 Penalty: 4953.415527
	Iteration 61Q: 3 clusters Score -4099693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4099702.000000 Penalty: 4953.415527
	Iteration 62Q: 3 clusters Score -4099702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4099704.000000 Penalty: 4953.415527
	Iteration 63Q: 3 clusters Score -4099704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4099704.000000 Penalty: 4953.415527
	Iteration 64F: 3 clusters Score -4099704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Entering Unmasked Estep 
Score: -3617879.000000 Penalty: 2446.804932
	Iteration 0F: 2 clusters Score -3617879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3604501.000000 Penalty: 4893.609863
	Iteration 0F: 3 clusters Score -3604501 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3609160.750000 Penalty: 4893.609863
	Iteration 1F: 3 clusters Score -3609161 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3609517.750000 Penalty: 4893.609863
	Iteration 2F: 3 clusters Score -3609518 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3609775.500000 Penalty: 4893.609863
	Iteration 3Q: 3 clusters Score -3609776 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3609954.250000 Penalty: 4893.609863
	Iteration 4Q: 3 clusters Score -3609954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3610111.500000 Penalty: 4893.609863
	Iteration 5Q: 3 clusters Score -3610112 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3610232.000000 Penalty: 4893.609863
	Iteration 6Q: 3 clusters Score -3610232 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3610349.750000 Penalty: 4893.609863
	Iteration 7Q: 3 clusters Score -3610350 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3610480.750000 Penalty: 4893.609863
	Iteration 8Q: 3 clusters Score -3610481 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3610645.500000 Penalty: 4893.609863
	Iteration 9Q: 3 clusters Score -3610646 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3610861.250000 Penalty: 4893.609863
	Iteration 10Q: 3 clusters Score -3610861 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3611118.500000 Penalty: 4893.609863
	Iteration 11Q: 3 clusters Score -3611118 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3611476.500000 Penalty: 4893.609863
	Iteration 12Q: 3 clusters Score -3611476 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3612049.000000 Penalty: 4893.609863
	Iteration 13Q: 3 clusters Score -3612049 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3612837.000000 Penalty: 4893.609863
	Iteration 14F: 3 clusters Score -3612837 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3613630.750000 Penalty: 4893.609863
	Iteration 15F: 3 clusters Score -3613631 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3614439.250000 Penalty: 4893.609863
	Iteration 16Q: 3 clusters Score -3614439 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3615042.750000 Penalty: 4893.609863
	Iteration 17Q: 3 clusters Score -3615043 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3615415.500000 Penalty: 4893.609863
	Iteration 18Q: 3 clusters Score -3615416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3615589.750000 Penalty: 4893.609863
	Iteration 19Q: 3 clusters Score -3615590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3615663.500000 Penalty: 4893.609863
	Iteration 20F: 3 clusters Score -3615664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3615708.250000 Penalty: 4893.609863
	Iteration 21Q: 3 clusters Score -3615708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3615744.000000 Penalty: 4893.609863
	Iteration 22Q: 3 clusters Score -3615744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3615765.000000 Penalty: 4893.609863
	Iteration 23Q: 3 clusters Score -3615765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3615787.000000 Penalty: 4893.609863
	Iteration 24Q: 3 clusters Score -3615787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3615803.000000 Penalty: 4893.609863
	Iteration 25Q: 3 clusters Score -3615803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3615807.500000 Penalty: 4893.609863
	Iteration 26Q: 3 clusters Score -3615808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3615816.500000 Penalty: 4893.609863
	Iteration 27Q: 3 clusters Score -3615816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3615823.750000 Penalty: 4893.609863
	Iteration 28Q: 3 clusters Score -3615824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3615830.500000 Penalty: 4893.609863
	Iteration 29Q: 3 clusters Score -3615830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3615830.500000 Penalty: 4893.609863
	Iteration 30Q: 3 clusters Score -3615830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3615830.500000 Penalty: 4893.609863
	Iteration 31F: 3 clusters Score -3615830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Entering Unmasked Estep 
Score: -3847828.750000 Penalty: 2447.049561
	Iteration 0F: 2 clusters Score -3847829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3836780.500000 Penalty: 4894.099121
	Iteration 0F: 3 clusters Score -3836780 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3841237.250000 Penalty: 4894.099121
	Iteration 1F: 3 clusters Score -3841237 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3841550.000000 Penalty: 4894.099121
	Iteration 2F: 3 clusters Score -3841550 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3841808.250000 Penalty: 4894.099121
	Iteration 3Q: 3 clusters Score -3841808 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3842023.750000 Penalty: 4894.099121
	Iteration 4Q: 3 clusters Score -3842024 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3842225.500000 Penalty: 4894.099121
	Iteration 5Q: 3 clusters Score -3842226 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3842439.250000 Penalty: 4894.099121
	Iteration 6Q: 3 clusters Score -3842439 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3842707.750000 Penalty: 4894.099121
	Iteration 7Q: 3 clusters Score -3842708 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3842994.250000 Penalty: 4894.099121
	Iteration 8Q: 3 clusters Score -3842994 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3843348.500000 Penalty: 4894.099121
	Iteration 9Q: 3 clusters Score -3843348 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3843684.750000 Penalty: 4894.099121
	Iteration 10Q: 3 clusters Score -3843685 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3844072.750000 Penalty: 4894.099121
	Iteration 11Q: 3 clusters Score -3844073 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3844452.750000 Penalty: 4894.099121
	Iteration 12Q: 3 clusters Score -3844453 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3844769.750000 Penalty: 4894.099121
	Iteration 13Q: 3 clusters Score -3844770 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3844997.750000 Penalty: 4894.099121
	Iteration 14Q: 3 clusters Score -3844998 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3845192.000000 Penalty: 4894.099121
	Iteration 15Q: 3 clusters Score -3845192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3845342.250000 Penalty: 4894.099121
	Iteration 16Q: 3 clusters Score -3845342 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3845465.750000 Penalty: 4894.099121
	Iteration 17Q: 3 clusters Score -3845466 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3845575.500000 Penalty: 4894.099121
	Iteration 18Q: 3 clusters Score -3845576 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3845628.250000 Penalty: 4894.099121
	Iteration 19Q: 3 clusters Score -3845628 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3845680.000000 Penalty: 4894.099121
	Iteration 20F: 3 clusters Score -3845680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3845729.250000 Penalty: 4894.099121
	Iteration 21Q: 3 clusters Score -3845729 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3845762.500000 Penalty: 4894.099121
	Iteration 22Q: 3 clusters Score -3845762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3845792.500000 Penalty: 4894.099121
	Iteration 23Q: 3 clusters Score -3845792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3845825.500000 Penalty: 4894.099121
	Iteration 24Q: 3 clusters Score -3845826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3845843.750000 Penalty: 4894.099121
	Iteration 25Q: 3 clusters Score -3845844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3845863.000000 Penalty: 4894.099121
	Iteration 26Q: 3 clusters Score -3845863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3845888.500000 Penalty: 4894.099121
	Iteration 27Q: 3 clusters Score -3845888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3845912.500000 Penalty: 4894.099121
	Iteration 28Q: 3 clusters Score -3845912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3845930.000000 Penalty: 4894.099121
	Iteration 29Q: 3 clusters Score -3845930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3845939.750000 Penalty: 4894.099121
	Iteration 30Q: 3 clusters Score -3845940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3845958.750000 Penalty: 4894.099121
	Iteration 31Q: 3 clusters Score -3845959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3845956.000000 Penalty: 4894.099121
	Iteration 32Q: 3 clusters Score -3845956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3845957.000000 Penalty: 4894.099121
	Iteration 33Q: 3 clusters Score -3845957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3845973.500000 Penalty: 4894.099121
	Iteration 34Q: 3 clusters Score -3845974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3845983.750000 Penalty: 4894.099121
	Iteration 35Q: 3 clusters Score -3845984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3845981.500000 Penalty: 4894.099121
	Iteration 36Q: 3 clusters Score -3845982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3845989.500000 Penalty: 4894.099121
	Iteration 37Q: 3 clusters Score -3845990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3845994.000000 Penalty: 4894.099121
	Iteration 38Q: 3 clusters Score -3845994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3846003.250000 Penalty: 4894.099121
	Iteration 39Q: 3 clusters Score -3846003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3846012.250000 Penalty: 4894.099121
	Iteration 40F: 3 clusters Score -3846012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3846025.500000 Penalty: 4894.099121
	Iteration 41Q: 3 clusters Score -3846026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3846033.750000 Penalty: 4894.099121
	Iteration 42Q: 3 clusters Score -3846034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3846045.500000 Penalty: 4894.099121
	Iteration 43Q: 3 clusters Score -3846046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3846049.250000 Penalty: 4894.099121
	Iteration 44Q: 3 clusters Score -3846049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3846068.250000 Penalty: 4894.099121
	Iteration 45Q: 3 clusters Score -3846068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3846068.500000 Penalty: 4894.099121
	Iteration 46Q: 3 clusters Score -3846068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3846073.500000 Penalty: 4894.099121
	Iteration 47Q: 3 clusters Score -3846074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3846079.750000 Penalty: 4894.099121
	Iteration 48Q: 3 clusters Score -3846080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3846086.250000 Penalty: 4894.099121
	Iteration 49Q: 3 clusters Score -3846086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3846082.750000 Penalty: 4894.099121
	Iteration 50Q: 3 clusters Score -3846083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3846088.250000 Penalty: 4894.099121
	Iteration 51Q: 3 clusters Score -3846088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3846090.000000 Penalty: 4894.099121
	Iteration 52Q: 3 clusters Score -3846090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3846091.250000 Penalty: 4894.099121
	Iteration 53Q: 3 clusters Score -3846091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3846090.750000 Penalty: 4894.099121
	Iteration 54Q: 3 clusters Score -3846091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3846099.250000 Penalty: 4894.099121
	Iteration 55Q: 3 clusters Score -3846099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3846097.750000 Penalty: 4894.099121
	Iteration 56Q: 3 clusters Score -3846098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3846098.000000 Penalty: 4894.099121
	Iteration 57Q: 3 clusters Score -3846098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3846103.250000 Penalty: 4894.099121
	Iteration 58Q: 3 clusters Score -3846103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3846099.000000 Penalty: 4894.099121
	Iteration 59Q: 3 clusters Score -3846099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3846093.250000 Penalty: 4894.099121
	Iteration 60F: 3 clusters Score -3846093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3846104.500000 Penalty: 4894.099121
	Iteration 61Q: 3 clusters Score -3846104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3846106.250000 Penalty: 4894.099121
	Iteration 62Q: 3 clusters Score -3846106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3846118.000000 Penalty: 4894.099121
	Iteration 63Q: 3 clusters Score -3846118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3846115.500000 Penalty: 4894.099121
	Iteration 64Q: 3 clusters Score -3846116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3846116.000000 Penalty: 4894.099121
	Iteration 65Q: 3 clusters Score -3846116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3846116.000000 Penalty: 4894.099121
	Iteration 66F: 3 clusters Score -3846116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Entering Unmasked Estep 
Score: -3883913.500000 Penalty: 2448.855957
	Iteration 0F: 2 clusters Score -3883914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3872829.500000 Penalty: 4897.711914
	Iteration 0F: 3 clusters Score -3872830 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3877388.750000 Penalty: 4897.711914
	Iteration 1F: 3 clusters Score -3877389 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3877695.250000 Penalty: 4897.711914
	Iteration 2F: 3 clusters Score -3877695 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3877956.500000 Penalty: 4897.711914
	Iteration 3Q: 3 clusters Score -3877956 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3878186.000000 Penalty: 4897.711914
	Iteration 4Q: 3 clusters Score -3878186 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3878413.250000 Penalty: 4897.711914
	Iteration 5Q: 3 clusters Score -3878413 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3878651.000000 Penalty: 4897.711914
	Iteration 6Q: 3 clusters Score -3878651 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3878913.250000 Penalty: 4897.711914
	Iteration 7Q: 3 clusters Score -3878913 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3879188.750000 Penalty: 4897.711914
	Iteration 8Q: 3 clusters Score -3879189 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3879594.750000 Penalty: 4897.711914
	Iteration 9Q: 3 clusters Score -3879595 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3880020.250000 Penalty: 4897.711914
	Iteration 10Q: 3 clusters Score -3880020 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3880535.000000 Penalty: 4897.711914
	Iteration 11Q: 3 clusters Score -3880535 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3880933.750000 Penalty: 4897.711914
	Iteration 12Q: 3 clusters Score -3880934 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3881164.500000 Penalty: 4897.711914
	Iteration 13Q: 3 clusters Score -3881164 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3881280.250000 Penalty: 4897.711914
	Iteration 14Q: 3 clusters Score -3881280 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3881375.250000 Penalty: 4897.711914
	Iteration 15Q: 3 clusters Score -3881375 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3881452.500000 Penalty: 4897.711914
	Iteration 16Q: 3 clusters Score -3881452 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3881505.750000 Penalty: 4897.711914
	Iteration 17Q: 3 clusters Score -3881506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3881567.750000 Penalty: 4897.711914
	Iteration 18Q: 3 clusters Score -3881568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3881608.500000 Penalty: 4897.711914
	Iteration 19Q: 3 clusters Score -3881608 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3881672.250000 Penalty: 4897.711914
	Iteration 20F: 3 clusters Score -3881672 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3881710.000000 Penalty: 4897.711914
	Iteration 21Q: 3 clusters Score -3881710 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3881794.250000 Penalty: 4897.711914
	Iteration 22Q: 3 clusters Score -3881794 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3881835.250000 Penalty: 4897.711914
	Iteration 23Q: 3 clusters Score -3881835 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3881902.000000 Penalty: 4897.711914
	Iteration 24Q: 3 clusters Score -3881902 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3881963.500000 Penalty: 4897.711914
	Iteration 25Q: 3 clusters Score -3881964 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3882015.250000 Penalty: 4897.711914
	Iteration 26Q: 3 clusters Score -3882015 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3882080.500000 Penalty: 4897.711914
	Iteration 27Q: 3 clusters Score -3882080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3882154.000000 Penalty: 4897.711914
	Iteration 28Q: 3 clusters Score -3882154 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3882196.000000 Penalty: 4897.711914
	Iteration 29Q: 3 clusters Score -3882196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3882252.750000 Penalty: 4897.711914
	Iteration 30Q: 3 clusters Score -3882253 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3882318.750000 Penalty: 4897.711914
	Iteration 31Q: 3 clusters Score -3882319 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3882371.250000 Penalty: 4897.711914
	Iteration 32Q: 3 clusters Score -3882371 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3882402.250000 Penalty: 4897.711914
	Iteration 33Q: 3 clusters Score -3882402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3882453.750000 Penalty: 4897.711914
	Iteration 34Q: 3 clusters Score -3882454 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3882513.750000 Penalty: 4897.711914
	Iteration 35Q: 3 clusters Score -3882514 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3882601.750000 Penalty: 4897.711914
	Iteration 36Q: 3 clusters Score -3882602 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3882689.250000 Penalty: 4897.711914
	Iteration 37Q: 3 clusters Score -3882689 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3882775.250000 Penalty: 4897.711914
	Iteration 38Q: 3 clusters Score -3882775 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3882846.250000 Penalty: 4897.711914
	Iteration 39Q: 3 clusters Score -3882846 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3882927.250000 Penalty: 4897.711914
	Iteration 40F: 3 clusters Score -3882927 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3883009.500000 Penalty: 4897.711914
	Iteration 41Q: 3 clusters Score -3883010 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3883079.250000 Penalty: 4897.711914
	Iteration 42Q: 3 clusters Score -3883079 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3883120.750000 Penalty: 4897.711914
	Iteration 43Q: 3 clusters Score -3883121 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3883187.000000 Penalty: 4897.711914
	Iteration 44Q: 3 clusters Score -3883187 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3883231.500000 Penalty: 4897.711914
	Iteration 45Q: 3 clusters Score -3883232 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3883258.000000 Penalty: 4897.711914
	Iteration 46Q: 3 clusters Score -3883258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3883278.500000 Penalty: 4897.711914
	Iteration 47Q: 3 clusters Score -3883278 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3883305.750000 Penalty: 4897.711914
	Iteration 48Q: 3 clusters Score -3883306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3883314.000000 Penalty: 4897.711914
	Iteration 49Q: 3 clusters Score -3883314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3883329.000000 Penalty: 4897.711914
	Iteration 50Q: 3 clusters Score -3883329 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3883325.250000 Penalty: 4897.711914
	Iteration 51Q: 3 clusters Score -3883325 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3883300.000000 Penalty: 4897.711914
	Iteration 52Q: 3 clusters Score -3883300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3883291.250000 Penalty: 4897.711914
	Iteration 53Q: 3 clusters Score -3883291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3883285.750000 Penalty: 4897.711914
	Iteration 54Q: 3 clusters Score -3883286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3883262.250000 Penalty: 4897.711914
	Iteration 55Q: 3 clusters Score -3883262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3883243.500000 Penalty: 4897.711914
	Iteration 56Q: 3 clusters Score -3883244 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3883218.500000 Penalty: 4897.711914
	Iteration 57Q: 3 clusters Score -3883218 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3883199.250000 Penalty: 4897.711914
	Iteration 58Q: 3 clusters Score -3883199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3883204.250000 Penalty: 4897.711914
	Iteration 59Q: 3 clusters Score -3883204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3883192.000000 Penalty: 4897.711914
	Iteration 60F: 3 clusters Score -3883192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3883200.000000 Penalty: 4897.711914
	Iteration 61Q: 3 clusters Score -3883200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3883180.000000 Penalty: 4897.711914
	Iteration 62Q: 3 clusters Score -3883180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3883174.000000 Penalty: 4897.711914
	Iteration 63Q: 3 clusters Score -3883174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3883161.250000 Penalty: 4897.711914
	Iteration 64Q: 3 clusters Score -3883161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3883162.250000 Penalty: 4897.711914
	Iteration 65Q: 3 clusters Score -3883162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3883169.500000 Penalty: 4897.711914
	Iteration 66Q: 3 clusters Score -3883170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3883158.250000 Penalty: 4897.711914
	Iteration 67Q: 3 clusters Score -3883158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3883155.750000 Penalty: 4897.711914
	Iteration 68Q: 3 clusters Score -3883156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3883174.000000 Penalty: 4897.711914
	Iteration 69Q: 3 clusters Score -3883174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3883158.750000 Penalty: 4897.711914
	Iteration 70Q: 3 clusters Score -3883159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3883153.000000 Penalty: 4897.711914
	Iteration 71Q: 3 clusters Score -3883153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3883143.750000 Penalty: 4897.711914
	Iteration 72Q: 3 clusters Score -3883144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3883144.500000 Penalty: 4897.711914
	Iteration 73Q: 3 clusters Score -3883144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3883134.250000 Penalty: 4897.711914
	Iteration 74Q: 3 clusters Score -3883134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3883132.250000 Penalty: 4897.711914
	Iteration 75Q: 3 clusters Score -3883132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3883126.500000 Penalty: 4897.711914
	Iteration 76Q: 3 clusters Score -3883126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3883123.750000 Penalty: 4897.711914
	Iteration 77Q: 3 clusters Score -3883124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3883125.750000 Penalty: 4897.711914
	Iteration 78Q: 3 clusters Score -3883126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3883122.750000 Penalty: 4897.711914
	Iteration 79Q: 3 clusters Score -3883123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3883107.750000 Penalty: 4897.711914
	Iteration 80F: 3 clusters Score -3883108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3883115.000000 Penalty: 4897.711914
	Iteration 81Q: 3 clusters Score -3883115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3883120.750000 Penalty: 4897.711914
	Iteration 82Q: 3 clusters Score -3883121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3883121.000000 Penalty: 4897.711914
	Iteration 83Q: 3 clusters Score -3883121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3883124.750000 Penalty: 4897.711914
	Iteration 84Q: 3 clusters Score -3883125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3883112.000000 Penalty: 4897.711914
	Iteration 85Q: 3 clusters Score -3883112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3883111.250000 Penalty: 4897.711914
	Iteration 86Q: 3 clusters Score -3883111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3883115.750000 Penalty: 4897.711914
	Iteration 87Q: 3 clusters Score -3883116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3883100.000000 Penalty: 4897.711914
	Iteration 88Q: 3 clusters Score -3883100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3883111.750000 Penalty: 4897.711914
	Iteration 89Q: 3 clusters Score -3883112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3883116.000000 Penalty: 4897.711914
	Iteration 90Q: 3 clusters Score -3883116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3883108.250000 Penalty: 4897.711914
	Iteration 91Q: 3 clusters Score -3883108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3883104.000000 Penalty: 4897.711914
	Iteration 92Q: 3 clusters Score -3883104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3883108.000000 Penalty: 4897.711914
	Iteration 93Q: 3 clusters Score -3883108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3883104.750000 Penalty: 4897.711914
	Iteration 94Q: 3 clusters Score -3883105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3883095.250000 Penalty: 4897.711914
	Iteration 95Q: 3 clusters Score -3883095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3883092.250000 Penalty: 4897.711914
	Iteration 96Q: 3 clusters Score -3883092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3883095.500000 Penalty: 4897.711914
	Iteration 97Q: 3 clusters Score -3883096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3883085.250000 Penalty: 4897.711914
	Iteration 98Q: 3 clusters Score -3883085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3883077.500000 Penalty: 4897.711914
	Iteration 99Q: 3 clusters Score -3883078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3883075.250000 Penalty: 4897.711914
	Iteration 100F: 3 clusters Score -3883075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3883060.500000 Penalty: 4897.711914
	Iteration 101Q: 3 clusters Score -3883060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3883048.750000 Penalty: 4897.711914
	Iteration 102Q: 3 clusters Score -3883049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3883055.500000 Penalty: 4897.711914
	Iteration 103Q: 3 clusters Score -3883056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3883042.750000 Penalty: 4897.711914
	Iteration 104Q: 3 clusters Score -3883043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3883040.250000 Penalty: 4897.711914
	Iteration 105Q: 3 clusters Score -3883040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3883047.000000 Penalty: 4897.711914
	Iteration 106Q: 3 clusters Score -3883047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3883043.000000 Penalty: 4897.711914
	Iteration 107Q: 3 clusters Score -3883043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3883044.250000 Penalty: 4897.711914
	Iteration 108Q: 3 clusters Score -3883044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3883042.750000 Penalty: 4897.711914
	Iteration 109Q: 3 clusters Score -3883043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3883045.500000 Penalty: 4897.711914
	Iteration 110Q: 3 clusters Score -3883046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3883055.000000 Penalty: 4897.711914
	Iteration 111Q: 3 clusters Score -3883055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3883047.500000 Penalty: 4897.711914
	Iteration 112Q: 3 clusters Score -3883048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3883050.250000 Penalty: 4897.711914
	Iteration 113Q: 3 clusters Score -3883050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3883035.250000 Penalty: 4897.711914
	Iteration 114Q: 3 clusters Score -3883035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3883041.250000 Penalty: 4897.711914
	Iteration 115Q: 3 clusters Score -3883041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3883048.500000 Penalty: 4897.711914
	Iteration 116Q: 3 clusters Score -3883048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3883048.750000 Penalty: 4897.711914
	Iteration 117Q: 3 clusters Score -3883049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3883045.000000 Penalty: 4897.711914
	Iteration 118Q: 3 clusters Score -3883045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3883039.250000 Penalty: 4897.711914
	Iteration 119Q: 3 clusters Score -3883039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -3883043.500000 Penalty: 4897.711914
	Iteration 120F: 3 clusters Score -3883044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3883042.250000 Penalty: 4897.711914
	Iteration 121Q: 3 clusters Score -3883042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3883039.250000 Penalty: 4897.711914
	Iteration 122Q: 3 clusters Score -3883039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3883034.500000 Penalty: 4897.711914
	Iteration 123Q: 3 clusters Score -3883034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3883035.500000 Penalty: 4897.711914
	Iteration 124Q: 3 clusters Score -3883036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3883046.500000 Penalty: 4897.711914
	Iteration 125Q: 3 clusters Score -3883046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3883043.000000 Penalty: 4897.711914
	Iteration 126Q: 3 clusters Score -3883043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3883040.750000 Penalty: 4897.711914
	Iteration 127Q: 3 clusters Score -3883041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3883040.000000 Penalty: 4897.711914
	Iteration 128Q: 3 clusters Score -3883040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3883044.500000 Penalty: 4897.711914
	Iteration 129Q: 3 clusters Score -3883044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3883041.750000 Penalty: 4897.711914
	Iteration 130Q: 3 clusters Score -3883042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3883051.750000 Penalty: 4897.711914
	Iteration 131Q: 3 clusters Score -3883052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3883040.750000 Penalty: 4897.711914
	Iteration 132Q: 3 clusters Score -3883041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3883051.000000 Penalty: 4897.711914
	Iteration 133Q: 3 clusters Score -3883051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3883043.250000 Penalty: 4897.711914
	Iteration 134Q: 3 clusters Score -3883043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3883036.750000 Penalty: 4897.711914
	Iteration 135Q: 3 clusters Score -3883037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3883047.000000 Penalty: 4897.711914
	Iteration 136Q: 3 clusters Score -3883047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3883042.250000 Penalty: 4897.711914
	Iteration 137Q: 3 clusters Score -3883042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3883042.250000 Penalty: 4897.711914
	Iteration 138F: 3 clusters Score -3883042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 10356 members 
Mstep: Class 9 contains 21758 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 31325 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19736 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 1169 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 11948 members 
Mstep: Class 25 contains 18665 members 
Mstep: Class 26 contains 21830 members 
Mstep: Class 27 contains 19997 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20857 members 
Mstep: Class 31 contains 19470 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 9359 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 19267 members 
Mstep: Class 38 contains 19286 members 
Mstep: Class 39 contains 19427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218104.000000 Penalty: 119853.843750
Iteration 359Q: 38 clusters Score -8.72181e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7480 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44565 members 
Mstep: Class 8 contains 10357 members 
Mstep: Class 9 contains 21764 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 31340 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 18960 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 11945 members 
Mstep: Class 25 contains 18660 members 
Mstep: Class 26 contains 21804 members 
Mstep: Class 27 contains 19995 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20857 members 
Mstep: Class 31 contains 19460 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20390 members 
Mstep: Class 34 contains 9367 members 
Mstep: Class 35 contains 21736 members 
Mstep: Class 36 contains 19264 members 
Mstep: Class 38 contains 19284 members 
Mstep: Class 39 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217896.000000 Penalty: 119853.843750
Iteration 360F: 38 clusters Score -8.72179e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 21768 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 31354 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 18963 members 
Mstep: Class 17 contains 12862 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18832 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 11948 members 
Mstep: Class 25 contains 18657 members 
Mstep: Class 26 contains 21793 members 
Mstep: Class 27 contains 19999 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20858 members 
Mstep: Class 31 contains 19444 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20394 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 21743 members 
Mstep: Class 36 contains 19269 members 
Mstep: Class 38 contains 19254 members 
Mstep: Class 39 contains 19432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217936.000000 Penalty: 119853.843750
Iteration 361Q: 38 clusters Score -8.721794e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 44586 members 
Mstep: Class 8 contains 10366 members 
Mstep: Class 9 contains 21771 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 14241 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19740 members 
Mstep: Class 16 contains 18967 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18819 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11942 members 
Mstep: Class 25 contains 18653 members 
Mstep: Class 26 contains 21786 members 
Mstep: Class 27 contains 20002 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20860 members 
Mstep: Class 31 contains 19434 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9365 members 
Mstep: Class 35 contains 21757 members 
Mstep: Class 36 contains 19266 members 
Mstep: Class 38 contains 19246 members 
Mstep: Class 39 contains 19437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217960.000000 Penalty: 119853.843750
Iteration 362Q: 38 clusters Score -8.721796e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44588 members 
Mstep: Class 8 contains 10365 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 14239 members 
Mstep: Class 13 contains 31359 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 18968 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18802 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11942 members 
Mstep: Class 25 contains 18650 members 
Mstep: Class 26 contains 21776 members 
Mstep: Class 27 contains 20013 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20870 members 
Mstep: Class 31 contains 19424 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 9366 members 
Mstep: Class 35 contains 21764 members 
Mstep: Class 36 contains 19280 members 
Mstep: Class 38 contains 19246 members 
Mstep: Class 39 contains 19438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217920.000000 Penalty: 119853.843750
Iteration 363Q: 38 clusters Score -8.721792e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7477 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 44593 members 
Mstep: Class 8 contains 10379 members 
Mstep: Class 9 contains 21770 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 14244 members 
Mstep: Class 13 contains 31360 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 18974 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18794 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11936 members 
Mstep: Class 25 contains 18644 members 
Mstep: Class 26 contains 21763 members 
Mstep: Class 27 contains 20025 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20872 members 
Mstep: Class 31 contains 19414 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 9364 members 
Mstep: Class 35 contains 21772 members 
Mstep: Class 36 contains 19278 members 
Mstep: Class 38 contains 19211 members 
Mstep: Class 39 contains 19419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217808.000000 Penalty: 119853.843750
Iteration 364Q: 38 clusters Score -8.721781e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7475 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44595 members 
Mstep: Class 8 contains 10393 members 
Mstep: Class 9 contains 21774 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 14249 members 
Mstep: Class 13 contains 31363 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 18978 members 
Mstep: Class 17 contains 12932 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18779 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11941 members 
Mstep: Class 25 contains 18636 members 
Mstep: Class 26 contains 21749 members 
Mstep: Class 27 contains 20036 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20881 members 
Mstep: Class 31 contains 19398 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20389 members 
Mstep: Class 34 contains 9368 members 
Mstep: Class 35 contains 21789 members 
Mstep: Class 36 contains 19273 members 
Mstep: Class 38 contains 19155 members 
Mstep: Class 39 contains 19427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217736.000000 Penalty: 119853.843750
Iteration 365Q: 38 clusters Score -8.721774e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 20806 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 9 contains 21777 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 31368 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 18984 members 
Mstep: Class 17 contains 12951 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18780 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9557 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11933 members 
Mstep: Class 25 contains 18620 members 
Mstep: Class 26 contains 21738 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20885 members 
Mstep: Class 31 contains 19399 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20387 members 
Mstep: Class 34 contains 9360 members 
Mstep: Class 35 contains 21802 members 
Mstep: Class 36 contains 19278 members 
Mstep: Class 38 contains 19131 members 
Mstep: Class 39 contains 19434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217688.000000 Penalty: 119853.843750
Iteration 366Q: 38 clusters Score -8.721769e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7463 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 44585 members 
Mstep: Class 8 contains 10406 members 
Mstep: Class 9 contains 21777 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 31367 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 18983 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18770 members 
Mstep: Class 20 contains 1168 members 
Mstep: Class 21 contains 9561 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11925 members 
Mstep: Class 25 contains 18616 members 
Mstep: Class 26 contains 21741 members 
Mstep: Class 27 contains 20026 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20882 members 
Mstep: Class 31 contains 19397 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20385 members 
Mstep: Class 34 contains 9352 members 
Mstep: Class 35 contains 21826 members 
Mstep: Class 36 contains 19278 members 
Mstep: Class 38 contains 19126 members 
Mstep: Class 39 contains 19426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217736.000000 Penalty: 119853.843750
Iteration 367Q: 38 clusters Score -8.721774e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7461 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44577 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 21781 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 31369 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 18988 members 
Mstep: Class 17 contains 13011 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18760 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9570 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11916 members 
Mstep: Class 25 contains 18607 members 
Mstep: Class 26 contains 21744 members 
Mstep: Class 27 contains 20019 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20879 members 
Mstep: Class 31 contains 19396 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20383 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 21841 members 
Mstep: Class 36 contains 19279 members 
Mstep: Class 38 contains 19116 members 
Mstep: Class 39 contains 19427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217688.000000 Penalty: 119853.843750
Iteration 368Q: 38 clusters Score -8.721769e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44584 members 
Mstep: Class 8 contains 10416 members 
Mstep: Class 9 contains 21783 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 14266 members 
Mstep: Class 13 contains 31359 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 18993 members 
Mstep: Class 17 contains 13017 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18765 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9575 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11908 members 
Mstep: Class 25 contains 18597 members 
Mstep: Class 26 contains 21752 members 
Mstep: Class 27 contains 20019 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20878 members 
Mstep: Class 31 contains 19393 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20385 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 21860 members 
Mstep: Class 36 contains 19275 members 
Mstep: Class 38 contains 19114 members 
Mstep: Class 39 contains 19414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217840.000000 Penalty: 119853.843750
Iteration 369Q: 38 clusters Score -8.721784e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 10420 members 
Mstep: Class 9 contains 21788 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 31352 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 18996 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18766 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9580 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11899 members 
Mstep: Class 25 contains 18586 members 
Mstep: Class 26 contains 21738 members 
Mstep: Class 27 contains 20010 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20876 members 
Mstep: Class 31 contains 19396 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20382 members 
Mstep: Class 34 contains 9331 members 
Mstep: Class 35 contains 21863 members 
Mstep: Class 36 contains 19279 members 
Mstep: Class 38 contains 19096 members 
Mstep: Class 39 contains 19413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217672.000000 Penalty: 119853.843750
Iteration 370Q: 38 clusters Score -8.721767e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44598 members 
Mstep: Class 8 contains 10428 members 
Mstep: Class 9 contains 21789 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 13 contains 31339 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19789 members 
Mstep: Class 16 contains 18993 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18751 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9580 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11890 members 
Mstep: Class 25 contains 18561 members 
Mstep: Class 26 contains 21726 members 
Mstep: Class 27 contains 20026 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20875 members 
Mstep: Class 31 contains 19400 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20387 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 21878 members 
Mstep: Class 36 contains 19288 members 
Mstep: Class 38 contains 19070 members 
Mstep: Class 39 contains 19410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217512.000000 Penalty: 119853.843750
Iteration 371Q: 38 clusters Score -8.721751e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7440 members 
Mstep: Class 5 contains 20822 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44593 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 21795 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14282 members 
Mstep: Class 13 contains 31336 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19784 members 
Mstep: Class 16 contains 18990 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18752 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9579 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11885 members 
Mstep: Class 25 contains 18543 members 
Mstep: Class 26 contains 21720 members 
Mstep: Class 27 contains 20035 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20874 members 
Mstep: Class 31 contains 19397 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20389 members 
Mstep: Class 34 contains 9330 members 
Mstep: Class 35 contains 21897 members 
Mstep: Class 36 contains 19287 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 19407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217512.000000 Penalty: 119853.843750
Iteration 372Q: 38 clusters Score -8.721751e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 20821 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44598 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 21785 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14288 members 
Mstep: Class 13 contains 31333 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 18992 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18736 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9575 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11883 members 
Mstep: Class 25 contains 18520 members 
Mstep: Class 26 contains 21722 members 
Mstep: Class 27 contains 20050 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20884 members 
Mstep: Class 31 contains 19402 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20391 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 21914 members 
Mstep: Class 36 contains 19289 members 
Mstep: Class 38 contains 19063 members 
Mstep: Class 39 contains 19397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217416.000000 Penalty: 119853.843750
Iteration 373Q: 38 clusters Score -8.721742e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7436 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44595 members 
Mstep: Class 8 contains 10447 members 
Mstep: Class 9 contains 21789 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14292 members 
Mstep: Class 13 contains 31333 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19801 members 
Mstep: Class 16 contains 18992 members 
Mstep: Class 17 contains 13046 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18730 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 9572 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11875 members 
Mstep: Class 25 contains 18497 members 
Mstep: Class 26 contains 21723 members 
Mstep: Class 27 contains 20065 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20891 members 
Mstep: Class 31 contains 19406 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 21916 members 
Mstep: Class 36 contains 19282 members 
Mstep: Class 38 contains 19055 members 
Mstep: Class 39 contains 19405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217456.000000 Penalty: 119853.843750
Iteration 374Q: 38 clusters Score -8.721746e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 20793 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44602 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 21796 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14305 members 
Mstep: Class 13 contains 31334 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 18988 members 
Mstep: Class 17 contains 13040 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18729 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 9579 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11867 members 
Mstep: Class 25 contains 18492 members 
Mstep: Class 26 contains 21726 members 
Mstep: Class 27 contains 20084 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20891 members 
Mstep: Class 31 contains 19408 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20405 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 21920 members 
Mstep: Class 36 contains 19272 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 19416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 375Q: 38 clusters Score -8.721759e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 10439 members 
Mstep: Class 9 contains 21797 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14312 members 
Mstep: Class 13 contains 31345 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19784 members 
Mstep: Class 16 contains 18980 members 
Mstep: Class 17 contains 13055 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18739 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9577 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11866 members 
Mstep: Class 25 contains 18483 members 
Mstep: Class 26 contains 21726 members 
Mstep: Class 27 contains 20101 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20888 members 
Mstep: Class 31 contains 19415 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 9320 members 
Mstep: Class 35 contains 21916 members 
Mstep: Class 36 contains 19260 members 
Mstep: Class 38 contains 19026 members 
Mstep: Class 39 contains 19435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217552.000000 Penalty: 119853.843750
Iteration 376Q: 38 clusters Score -8.721755e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44621 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 21803 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14320 members 
Mstep: Class 13 contains 31360 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 18971 members 
Mstep: Class 17 contains 13080 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18732 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9578 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11865 members 
Mstep: Class 25 contains 18483 members 
Mstep: Class 26 contains 21725 members 
Mstep: Class 27 contains 20113 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20885 members 
Mstep: Class 31 contains 19425 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20418 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 21907 members 
Mstep: Class 36 contains 19248 members 
Mstep: Class 38 contains 18998 members 
Mstep: Class 39 contains 19443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217304.000000 Penalty: 119853.843750
Iteration 377Q: 38 clusters Score -8.72173e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 20772 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44639 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 21810 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 14334 members 
Mstep: Class 13 contains 31363 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18739 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9569 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11862 members 
Mstep: Class 25 contains 18471 members 
Mstep: Class 26 contains 21715 members 
Mstep: Class 27 contains 20112 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20885 members 
Mstep: Class 31 contains 19431 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20417 members 
Mstep: Class 34 contains 9316 members 
Mstep: Class 35 contains 21928 members 
Mstep: Class 36 contains 19240 members 
Mstep: Class 38 contains 18984 members 
Mstep: Class 39 contains 19449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217048.000000 Penalty: 119853.843750
Iteration 378Q: 38 clusters Score -8.721705e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 20771 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 9 contains 21817 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14354 members 
Mstep: Class 13 contains 31374 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 18980 members 
Mstep: Class 17 contains 13123 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18739 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11856 members 
Mstep: Class 25 contains 18460 members 
Mstep: Class 26 contains 21706 members 
Mstep: Class 27 contains 20113 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20882 members 
Mstep: Class 31 contains 19440 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20417 members 
Mstep: Class 34 contains 9302 members 
Mstep: Class 35 contains 21940 members 
Mstep: Class 36 contains 19233 members 
Mstep: Class 38 contains 18966 members 
Mstep: Class 39 contains 19450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216976.000000 Penalty: 119853.843750
Iteration 379Q: 38 clusters Score -8.721698e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 20767 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44643 members 
Mstep: Class 8 contains 10399 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 31384 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 13158 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18744 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9540 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11852 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21688 members 
Mstep: Class 27 contains 20126 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20881 members 
Mstep: Class 31 contains 19434 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20422 members 
Mstep: Class 34 contains 9293 members 
Mstep: Class 35 contains 21952 members 
Mstep: Class 36 contains 19235 members 
Mstep: Class 38 contains 18951 members 
Mstep: Class 39 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216984.000000 Penalty: 119853.843750
Iteration 380F: 38 clusters Score -8.721698e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 20769 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 10390 members 
Mstep: Class 9 contains 21848 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 13 contains 31403 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 18978 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18745 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11846 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 21669 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20883 members 
Mstep: Class 31 contains 19438 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20425 members 
Mstep: Class 34 contains 9286 members 
Mstep: Class 35 contains 21942 members 
Mstep: Class 36 contains 19228 members 
Mstep: Class 38 contains 18911 members 
Mstep: Class 39 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217176.000000 Penalty: 119853.843750
Iteration 381Q: 38 clusters Score -8.721718e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44634 members 
Mstep: Class 8 contains 10392 members 
Mstep: Class 9 contains 21857 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 31407 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 18985 members 
Mstep: Class 17 contains 13218 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11850 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 21658 members 
Mstep: Class 27 contains 20129 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20889 members 
Mstep: Class 31 contains 19428 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 9283 members 
Mstep: Class 35 contains 21932 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 18874 members 
Mstep: Class 39 contains 19446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217320.000000 Penalty: 119853.843750
Iteration 382Q: 38 clusters Score -8.721732e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 20771 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44642 members 
Mstep: Class 8 contains 10393 members 
Mstep: Class 9 contains 21860 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 31412 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 18990 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18757 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11846 members 
Mstep: Class 25 contains 18423 members 
Mstep: Class 26 contains 21646 members 
Mstep: Class 27 contains 20127 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20885 members 
Mstep: Class 31 contains 19434 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 21919 members 
Mstep: Class 36 contains 19236 members 
Mstep: Class 38 contains 18865 members 
Mstep: Class 39 contains 19458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217088.000000 Penalty: 119853.843750
Iteration 383Q: 38 clusters Score -8.721709e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 20774 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44645 members 
Mstep: Class 8 contains 10394 members 
Mstep: Class 9 contains 21854 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14365 members 
Mstep: Class 13 contains 31414 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 18996 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18753 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11849 members 
Mstep: Class 25 contains 18416 members 
Mstep: Class 26 contains 21632 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20891 members 
Mstep: Class 31 contains 19431 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20425 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 21918 members 
Mstep: Class 36 contains 19232 members 
Mstep: Class 38 contains 18852 members 
Mstep: Class 39 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217080.000000 Penalty: 119853.843750
Iteration 384Q: 38 clusters Score -8.721708e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 20772 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 10392 members 
Mstep: Class 9 contains 21851 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 31398 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19821 members 
Mstep: Class 16 contains 18993 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18758 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11844 members 
Mstep: Class 25 contains 18419 members 
Mstep: Class 26 contains 21620 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20888 members 
Mstep: Class 31 contains 19419 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20427 members 
Mstep: Class 34 contains 9300 members 
Mstep: Class 35 contains 21926 members 
Mstep: Class 36 contains 19243 members 
Mstep: Class 38 contains 18826 members 
Mstep: Class 39 contains 19447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217056.000000 Penalty: 119853.843750
Iteration 385Q: 38 clusters Score -8.721706e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 20771 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 44647 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 21848 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 31384 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 19002 members 
Mstep: Class 17 contains 13280 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11837 members 
Mstep: Class 25 contains 18421 members 
Mstep: Class 26 contains 21610 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20888 members 
Mstep: Class 31 contains 19411 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20431 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 21936 members 
Mstep: Class 36 contains 19244 members 
Mstep: Class 38 contains 18796 members 
Mstep: Class 39 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217256.000000 Penalty: 119853.843750
Iteration 386Q: 38 clusters Score -8.721726e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 20766 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 21836 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 31384 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 19008 members 
Mstep: Class 17 contains 13281 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11832 members 
Mstep: Class 25 contains 18420 members 
Mstep: Class 26 contains 21597 members 
Mstep: Class 27 contains 20143 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20879 members 
Mstep: Class 31 contains 19403 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20431 members 
Mstep: Class 34 contains 9312 members 
Mstep: Class 35 contains 21944 members 
Mstep: Class 36 contains 19252 members 
Mstep: Class 38 contains 18785 members 
Mstep: Class 39 contains 19458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217208.000000 Penalty: 119853.843750
Iteration 387Q: 38 clusters Score -8.721721e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 20763 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 44669 members 
Mstep: Class 8 contains 10382 members 
Mstep: Class 9 contains 21842 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 31377 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 19018 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18758 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11829 members 
Mstep: Class 25 contains 18420 members 
Mstep: Class 26 contains 21585 members 
Mstep: Class 27 contains 20145 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20876 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20436 members 
Mstep: Class 34 contains 9317 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 19247 members 
Mstep: Class 38 contains 18774 members 
Mstep: Class 39 contains 19450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217256.000000 Penalty: 119853.843750
Iteration 388Q: 38 clusters Score -8.721726e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 21849 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 31369 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 19031 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18764 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11817 members 
Mstep: Class 25 contains 18411 members 
Mstep: Class 26 contains 21578 members 
Mstep: Class 27 contains 20144 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20870 members 
Mstep: Class 31 contains 19401 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20440 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 21937 members 
Mstep: Class 36 contains 19244 members 
Mstep: Class 38 contains 18753 members 
Mstep: Class 39 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217216.000000 Penalty: 119853.843750
Iteration 389Q: 38 clusters Score -8.721722e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 20761 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44673 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 21860 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 31348 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19898 members 
Mstep: Class 16 contains 19041 members 
Mstep: Class 17 contains 13304 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11809 members 
Mstep: Class 25 contains 18412 members 
Mstep: Class 26 contains 21560 members 
Mstep: Class 27 contains 20151 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20871 members 
Mstep: Class 31 contains 19393 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20440 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 21942 members 
Mstep: Class 36 contains 19241 members 
Mstep: Class 38 contains 18740 members 
Mstep: Class 39 contains 19459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217240.000000 Penalty: 119853.843750
Iteration 390Q: 38 clusters Score -8.721724e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7420 members 
Mstep: Class 5 contains 20751 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 21860 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 31335 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19916 members 
Mstep: Class 16 contains 19047 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9520 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11804 members 
Mstep: Class 25 contains 18419 members 
Mstep: Class 26 contains 21554 members 
Mstep: Class 27 contains 20141 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20871 members 
Mstep: Class 31 contains 19400 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20442 members 
Mstep: Class 34 contains 9342 members 
Mstep: Class 35 contains 21946 members 
Mstep: Class 36 contains 19241 members 
Mstep: Class 38 contains 18732 members 
Mstep: Class 39 contains 19455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217216.000000 Penalty: 119853.843750
Iteration 391Q: 38 clusters Score -8.721722e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7420 members 
Mstep: Class 5 contains 20747 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44676 members 
Mstep: Class 8 contains 10383 members 
Mstep: Class 9 contains 21864 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14376 members 
Mstep: Class 13 contains 31316 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19914 members 
Mstep: Class 16 contains 19055 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18764 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 18427 members 
Mstep: Class 26 contains 21568 members 
Mstep: Class 27 contains 20148 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20875 members 
Mstep: Class 31 contains 19401 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20441 members 
Mstep: Class 34 contains 9343 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 19239 members 
Mstep: Class 38 contains 18731 members 
Mstep: Class 39 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217304.000000 Penalty: 119853.843750
Iteration 392Q: 38 clusters Score -8.72173e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 10386 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14373 members 
Mstep: Class 13 contains 31310 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 19072 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11805 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21570 members 
Mstep: Class 27 contains 20141 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20864 members 
Mstep: Class 31 contains 19399 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20436 members 
Mstep: Class 34 contains 9368 members 
Mstep: Class 35 contains 21940 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 18709 members 
Mstep: Class 39 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217320.000000 Penalty: 119853.843750
Iteration 393Q: 38 clusters Score -8.721732e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7420 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 10379 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 31296 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 19080 members 
Mstep: Class 17 contains 13314 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18764 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9486 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11803 members 
Mstep: Class 25 contains 18439 members 
Mstep: Class 26 contains 21567 members 
Mstep: Class 27 contains 20143 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20863 members 
Mstep: Class 31 contains 19404 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20434 members 
Mstep: Class 34 contains 9376 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 19233 members 
Mstep: Class 38 contains 18698 members 
Mstep: Class 39 contains 19428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217376.000000 Penalty: 119853.843750
Iteration 394Q: 38 clusters Score -8.721738e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 20766 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 31293 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19961 members 
Mstep: Class 16 contains 19088 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18768 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11804 members 
Mstep: Class 25 contains 18439 members 
Mstep: Class 26 contains 21567 members 
Mstep: Class 27 contains 20141 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20862 members 
Mstep: Class 31 contains 19400 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20433 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 21945 members 
Mstep: Class 36 contains 19222 members 
Mstep: Class 38 contains 18682 members 
Mstep: Class 39 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217480.000000 Penalty: 119853.843750
Iteration 395Q: 38 clusters Score -8.721748e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 20764 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44658 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 21876 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14387 members 
Mstep: Class 13 contains 31290 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19989 members 
Mstep: Class 16 contains 19089 members 
Mstep: Class 17 contains 13323 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9482 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21562 members 
Mstep: Class 27 contains 20141 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20854 members 
Mstep: Class 31 contains 19401 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20427 members 
Mstep: Class 34 contains 9406 members 
Mstep: Class 35 contains 21931 members 
Mstep: Class 36 contains 19216 members 
Mstep: Class 38 contains 18655 members 
Mstep: Class 39 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217408.000000 Penalty: 119853.843750
Iteration 396Q: 38 clusters Score -8.721741e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 20767 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 10374 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14388 members 
Mstep: Class 13 contains 31298 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20004 members 
Mstep: Class 16 contains 19092 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18766 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21564 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20848 members 
Mstep: Class 31 contains 19403 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20425 members 
Mstep: Class 34 contains 9418 members 
Mstep: Class 35 contains 21921 members 
Mstep: Class 36 contains 19211 members 
Mstep: Class 38 contains 18614 members 
Mstep: Class 39 contains 19452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217264.000000 Penalty: 119853.843750
Iteration 397Q: 38 clusters Score -8.721726e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 20762 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 44681 members 
Mstep: Class 8 contains 10369 members 
Mstep: Class 9 contains 21889 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14384 members 
Mstep: Class 13 contains 31291 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20011 members 
Mstep: Class 16 contains 19096 members 
Mstep: Class 17 contains 13355 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11797 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21564 members 
Mstep: Class 27 contains 20143 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20849 members 
Mstep: Class 31 contains 19393 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20424 members 
Mstep: Class 34 contains 9419 members 
Mstep: Class 35 contains 21912 members 
Mstep: Class 36 contains 19210 members 
Mstep: Class 38 contains 18587 members 
Mstep: Class 39 contains 19454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217064.000000 Penalty: 119853.843750
Iteration 398Q: 38 clusters Score -8.721706e+07 nChanged 565
Entering ConstructFrom: 
Score: -87217064.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -201868.109375 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201868.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202162.359375 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202162.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -202255.968750 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202256 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202311.078125 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202311.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -202363.140625 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202363.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -202413.546875 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202413.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -202447.953125 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202488.031250 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -202541.843750 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202541.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202601.375000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202601.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -202684.390625 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202684.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -202749.859375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202749.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -202792.421875 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -202841.468750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202841.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202907.187500 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -202907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -202999.921875 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -202999.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -203104.234375 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203104.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -203224.375000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203224.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -203282.281250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203282.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203317.625000 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203354.437500 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203394.453125 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -203394.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203471.828125 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203471.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203569.125000 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203569.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203649.843750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203649.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -203736.546875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203736.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -203793.546875 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203793.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -203829.140625 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203836.187500 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203841.937500 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203842.750000 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -203844.875000 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -203844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203845.968750 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -203846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -203845.968750 Penalty: 3506.657715
	Iteration 33F: 3 clusters Score -203846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27883.804688 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27934.505859 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27934.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 213 members 
Entering Unmasked Estep 
Score: -57352.371094 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57352.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57685.550781 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57685.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57976.972656 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -57976.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58148.648438 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -58148.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58244.671875 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58244.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58286.945312 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58286.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58373.277344 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58373.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58415.500000 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58434.625000 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58434.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58461.156250 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -58461.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58478.136719 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -58478.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58478.136719 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -58478.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Entering Unmasked Estep 
Score: -1343853.625000 Penalty: 2209.958984
	Iteration 0F: 2 clusters Score -1343854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1337866.500000 Penalty: 4419.917969
	Iteration 0F: 3 clusters Score -1337866 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1339886.750000 Penalty: 4419.917969
	Iteration 1F: 3 clusters Score -1339887 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1340545.875000 Penalty: 4419.917969
	Iteration 2F: 3 clusters Score -1340546 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1341096.250000 Penalty: 4419.917969
	Iteration 3F: 3 clusters Score -1341096 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1341606.375000 Penalty: 4419.917969
	Iteration 4F: 3 clusters Score -1341606 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1342133.875000 Penalty: 4419.917969
	Iteration 5F: 3 clusters Score -1342134 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1342558.250000 Penalty: 4419.917969
	Iteration 6F: 3 clusters Score -1342558 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1342884.125000 Penalty: 4419.917969
	Iteration 7Q: 3 clusters Score -1342884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1343099.375000 Penalty: 4419.917969
	Iteration 8Q: 3 clusters Score -1343099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1343200.250000 Penalty: 4419.917969
	Iteration 9Q: 3 clusters Score -1343200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1343246.750000 Penalty: 4419.917969
	Iteration 10Q: 3 clusters Score -1343247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1343268.125000 Penalty: 4419.917969
	Iteration 11Q: 3 clusters Score -1343268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1343284.125000 Penalty: 4419.917969
	Iteration 12Q: 3 clusters Score -1343284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1343290.625000 Penalty: 4419.917969
	Iteration 13Q: 3 clusters Score -1343291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1343297.250000 Penalty: 4419.917969
	Iteration 14Q: 3 clusters Score -1343297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1343301.625000 Penalty: 4419.917969
	Iteration 15Q: 3 clusters Score -1343302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1343302.625000 Penalty: 4419.917969
	Iteration 16Q: 3 clusters Score -1343303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1343306.625000 Penalty: 4419.917969
	Iteration 17Q: 3 clusters Score -1343307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1343308.000000 Penalty: 4419.917969
	Iteration 18Q: 3 clusters Score -1343308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1343308.625000 Penalty: 4419.917969
	Iteration 19Q: 3 clusters Score -1343309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1343309.500000 Penalty: 4419.917969
	Iteration 20F: 3 clusters Score -1343310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1343314.125000 Penalty: 4419.917969
	Iteration 21Q: 3 clusters Score -1343314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1343316.000000 Penalty: 4419.917969
	Iteration 22Q: 3 clusters Score -1343316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1343314.125000 Penalty: 4419.917969
	Iteration 23Q: 3 clusters Score -1343314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1343318.875000 Penalty: 4419.917969
	Iteration 24Q: 3 clusters Score -1343319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1343321.625000 Penalty: 4419.917969
	Iteration 25Q: 3 clusters Score -1343322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1343320.875000 Penalty: 4419.917969
	Iteration 26Q: 3 clusters Score -1343321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1343323.625000 Penalty: 4419.917969
	Iteration 27Q: 3 clusters Score -1343324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1343323.875000 Penalty: 4419.917969
	Iteration 28Q: 3 clusters Score -1343324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1343323.875000 Penalty: 4419.917969
	Iteration 29F: 3 clusters Score -1343324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Entering Unmasked Estep 
Score: -3886649.250000 Penalty: 2465.254395
	Iteration 0F: 2 clusters Score -3886649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3872805.750000 Penalty: 4930.508789
	Iteration 0F: 3 clusters Score -3872806 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3877738.000000 Penalty: 4930.508789
	Iteration 1F: 3 clusters Score -3877738 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3878111.250000 Penalty: 4930.508789
	Iteration 2F: 3 clusters Score -3878111 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3878378.000000 Penalty: 4930.508789
	Iteration 3Q: 3 clusters Score -3878378 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3878627.750000 Penalty: 4930.508789
	Iteration 4Q: 3 clusters Score -3878628 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3878880.000000 Penalty: 4930.508789
	Iteration 5Q: 3 clusters Score -3878880 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3879155.750000 Penalty: 4930.508789
	Iteration 6Q: 3 clusters Score -3879156 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3879452.750000 Penalty: 4930.508789
	Iteration 7Q: 3 clusters Score -3879453 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3879828.500000 Penalty: 4930.508789
	Iteration 8Q: 3 clusters Score -3879828 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3880343.500000 Penalty: 4930.508789
	Iteration 9Q: 3 clusters Score -3880344 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3881016.750000 Penalty: 4930.508789
	Iteration 10Q: 3 clusters Score -3881017 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3881766.250000 Penalty: 4930.508789
	Iteration 11F: 3 clusters Score -3881766 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3882545.750000 Penalty: 4930.508789
	Iteration 12Q: 3 clusters Score -3882546 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3883239.750000 Penalty: 4930.508789
	Iteration 13Q: 3 clusters Score -3883240 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3883698.750000 Penalty: 4930.508789
	Iteration 14Q: 3 clusters Score -3883699 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3883990.500000 Penalty: 4930.508789
	Iteration 15Q: 3 clusters Score -3883990 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3884175.750000 Penalty: 4930.508789
	Iteration 16Q: 3 clusters Score -3884176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3884282.500000 Penalty: 4930.508789
	Iteration 17Q: 3 clusters Score -3884282 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3884363.000000 Penalty: 4930.508789
	Iteration 18Q: 3 clusters Score -3884363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3884418.250000 Penalty: 4930.508789
	Iteration 19Q: 3 clusters Score -3884418 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3884456.500000 Penalty: 4930.508789
	Iteration 20F: 3 clusters Score -3884456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3884483.000000 Penalty: 4930.508789
	Iteration 21Q: 3 clusters Score -3884483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3884502.750000 Penalty: 4930.508789
	Iteration 22Q: 3 clusters Score -3884503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3884534.500000 Penalty: 4930.508789
	Iteration 23Q: 3 clusters Score -3884534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3884554.250000 Penalty: 4930.508789
	Iteration 24Q: 3 clusters Score -3884554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3884581.000000 Penalty: 4930.508789
	Iteration 25Q: 3 clusters Score -3884581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3884601.250000 Penalty: 4930.508789
	Iteration 26Q: 3 clusters Score -3884601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3884604.750000 Penalty: 4930.508789
	Iteration 27Q: 3 clusters Score -3884605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3884613.500000 Penalty: 4930.508789
	Iteration 28Q: 3 clusters Score -3884614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3884618.750000 Penalty: 4930.508789
	Iteration 29Q: 3 clusters Score -3884619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3884615.250000 Penalty: 4930.508789
	Iteration 30Q: 3 clusters Score -3884615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3884615.750000 Penalty: 4930.508789
	Iteration 31Q: 3 clusters Score -3884616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3884614.750000 Penalty: 4930.508789
	Iteration 32Q: 3 clusters Score -3884615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3884621.500000 Penalty: 4930.508789
	Iteration 33Q: 3 clusters Score -3884622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3884622.750000 Penalty: 4930.508789
	Iteration 34Q: 3 clusters Score -3884623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3884622.750000 Penalty: 4930.508789
	Iteration 35F: 3 clusters Score -3884623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -699924.187500 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -699924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -696008.312500 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -696008.3 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -696886.437500 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -696886.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -697059.250000 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -697059.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -697164.562500 Penalty: 4119.642578
	Iteration 3Q: 3 clusters Score -697164.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -697244.875000 Penalty: 4119.642578
	Iteration 4Q: 3 clusters Score -697244.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -697300.625000 Penalty: 4119.642578
	Iteration 5Q: 3 clusters Score -697300.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -697339.000000 Penalty: 4119.642578
	Iteration 6Q: 3 clusters Score -697339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -697368.875000 Penalty: 4119.642578
	Iteration 7Q: 3 clusters Score -697368.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -697391.750000 Penalty: 4119.642578
	Iteration 8Q: 3 clusters Score -697391.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -697418.000000 Penalty: 4119.642578
	Iteration 9Q: 3 clusters Score -697418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -697452.250000 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -697452.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -697497.625000 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -697497.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -697542.500000 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -697542.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -697585.562500 Penalty: 4119.642578
	Iteration 13Q: 3 clusters Score -697585.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -697629.000000 Penalty: 4119.642578
	Iteration 14Q: 3 clusters Score -697629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -697678.125000 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -697678.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -697718.812500 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -697718.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -697754.500000 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -697754.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -697781.500000 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -697781.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -697813.937500 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -697813.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -697851.187500 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -697851.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -697887.250000 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -697887.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -697922.750000 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -697922.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -697960.937500 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -697960.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -697995.562500 Penalty: 4119.642578
	Iteration 24Q: 3 clusters Score -697995.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -698021.062500 Penalty: 4119.642578
	Iteration 25Q: 3 clusters Score -698021.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -698043.812500 Penalty: 4119.642578
	Iteration 26Q: 3 clusters Score -698043.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -698061.750000 Penalty: 4119.642578
	Iteration 27Q: 3 clusters Score -698061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -698076.625000 Penalty: 4119.642578
	Iteration 28Q: 3 clusters Score -698076.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -698090.187500 Penalty: 4119.642578
	Iteration 29Q: 3 clusters Score -698090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -698105.875000 Penalty: 4119.642578
	Iteration 30Q: 3 clusters Score -698105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -698111.875000 Penalty: 4119.642578
	Iteration 31Q: 3 clusters Score -698111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -698119.250000 Penalty: 4119.642578
	Iteration 32Q: 3 clusters Score -698119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -698130.062500 Penalty: 4119.642578
	Iteration 33Q: 3 clusters Score -698130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -698138.562500 Penalty: 4119.642578
	Iteration 34Q: 3 clusters Score -698138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -698145.687500 Penalty: 4119.642578
	Iteration 35Q: 3 clusters Score -698145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -698154.000000 Penalty: 4119.642578
	Iteration 36Q: 3 clusters Score -698154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -698156.250000 Penalty: 4119.642578
	Iteration 37Q: 3 clusters Score -698156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -698157.125000 Penalty: 4119.642578
	Iteration 38Q: 3 clusters Score -698157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -698159.000000 Penalty: 4119.642578
	Iteration 39Q: 3 clusters Score -698159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -698161.500000 Penalty: 4119.642578
	Iteration 40F: 3 clusters Score -698161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -698166.000000 Penalty: 4119.642578
	Iteration 41Q: 3 clusters Score -698166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -698167.437500 Penalty: 4119.642578
	Iteration 42Q: 3 clusters Score -698167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -698168.312500 Penalty: 4119.642578
	Iteration 43Q: 3 clusters Score -698168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -698170.000000 Penalty: 4119.642578
	Iteration 44Q: 3 clusters Score -698170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -698174.187500 Penalty: 4119.642578
	Iteration 45Q: 3 clusters Score -698174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -698174.812500 Penalty: 4119.642578
	Iteration 46Q: 3 clusters Score -698174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -698174.562500 Penalty: 4119.642578
	Iteration 47Q: 3 clusters Score -698174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -698175.250000 Penalty: 4119.642578
	Iteration 48Q: 3 clusters Score -698175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -698175.250000 Penalty: 4119.642578
	Iteration 49F: 3 clusters Score -698175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Entering Unmasked Estep 
Score: -7915783.000000 Penalty: 2655.427979
	Iteration 0F: 2 clusters Score -7915783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7890477.000000 Penalty: 5310.855957
	Iteration 0F: 3 clusters Score -7890477 nChanged 20535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -7901860.500000 Penalty: 5310.855957
	Iteration 1F: 3 clusters Score -7901860 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -7902401.000000 Penalty: 5310.855957
	Iteration 2Q: 3 clusters Score -7902401 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -7902908.000000 Penalty: 5310.855957
	Iteration 3Q: 3 clusters Score -7902908 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -7903362.000000 Penalty: 5310.855957
	Iteration 4Q: 3 clusters Score -7903362 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -7903844.500000 Penalty: 5310.855957
	Iteration 5Q: 3 clusters Score -7903844 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -7904390.500000 Penalty: 5310.855957
	Iteration 6Q: 3 clusters Score -7904390 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -7904920.000000 Penalty: 5310.855957
	Iteration 7Q: 3 clusters Score -7904920 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -7905706.000000 Penalty: 5310.855957
	Iteration 8Q: 3 clusters Score -7905706 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -7906722.000000 Penalty: 5310.855957
	Iteration 9Q: 3 clusters Score -7906722 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -7908096.000000 Penalty: 5310.855957
	Iteration 10F: 3 clusters Score -7908096 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -7909844.500000 Penalty: 5310.855957
	Iteration 11F: 3 clusters Score -7909844 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7911568.500000 Penalty: 5310.855957
	Iteration 12F: 3 clusters Score -7911568 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7912718.500000 Penalty: 5310.855957
	Iteration 13Q: 3 clusters Score -7912718 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -7913234.000000 Penalty: 5310.855957
	Iteration 14Q: 3 clusters Score -7913234 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7913422.000000 Penalty: 5310.855957
	Iteration 15Q: 3 clusters Score -7913422 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7913549.000000 Penalty: 5310.855957
	Iteration 16Q: 3 clusters Score -7913549 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7913610.000000 Penalty: 5310.855957
	Iteration 17Q: 3 clusters Score -7913610 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7913658.000000 Penalty: 5310.855957
	Iteration 18Q: 3 clusters Score -7913658 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7913664.500000 Penalty: 5310.855957
	Iteration 19Q: 3 clusters Score -7913664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -7913640.000000 Penalty: 5310.855957
	Iteration 20F: 3 clusters Score -7913640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7913624.000000 Penalty: 5310.855957
	Iteration 21Q: 3 clusters Score -7913624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7913616.000000 Penalty: 5310.855957
	Iteration 22Q: 3 clusters Score -7913616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -7913612.000000 Penalty: 5310.855957
	Iteration 23Q: 3 clusters Score -7913612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7913591.000000 Penalty: 5310.855957
	Iteration 24Q: 3 clusters Score -7913591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -7913601.500000 Penalty: 5310.855957
	Iteration 25Q: 3 clusters Score -7913602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -7913597.000000 Penalty: 5310.855957
	Iteration 26Q: 3 clusters Score -7913597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -7913593.500000 Penalty: 5310.855957
	Iteration 27Q: 3 clusters Score -7913594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7913616.000000 Penalty: 5310.855957
	Iteration 28Q: 3 clusters Score -7913616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7913602.000000 Penalty: 5310.855957
	Iteration 29Q: 3 clusters Score -7913602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -7913606.000000 Penalty: 5310.855957
	Iteration 30Q: 3 clusters Score -7913606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7913611.000000 Penalty: 5310.855957
	Iteration 31Q: 3 clusters Score -7913611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -7913620.000000 Penalty: 5310.855957
	Iteration 32Q: 3 clusters Score -7913620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -7913603.500000 Penalty: 5310.855957
	Iteration 33Q: 3 clusters Score -7913604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -7913598.000000 Penalty: 5310.855957
	Iteration 34Q: 3 clusters Score -7913598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7913583.000000 Penalty: 5310.855957
	Iteration 35Q: 3 clusters Score -7913583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -7913590.500000 Penalty: 5310.855957
	Iteration 36Q: 3 clusters Score -7913590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -7913578.500000 Penalty: 5310.855957
	Iteration 37Q: 3 clusters Score -7913578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -7913566.500000 Penalty: 5310.855957
	Iteration 38Q: 3 clusters Score -7913566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7913578.500000 Penalty: 5310.855957
	Iteration 39Q: 3 clusters Score -7913578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -7913577.500000 Penalty: 5310.855957
	Iteration 40F: 3 clusters Score -7913578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7913570.500000 Penalty: 5310.855957
	Iteration 41Q: 3 clusters Score -7913570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -7913551.500000 Penalty: 5310.855957
	Iteration 42Q: 3 clusters Score -7913552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7913563.500000 Penalty: 5310.855957
	Iteration 43Q: 3 clusters Score -7913564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -7913579.500000 Penalty: 5310.855957
	Iteration 44Q: 3 clusters Score -7913580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -7913564.500000 Penalty: 5310.855957
	Iteration 45Q: 3 clusters Score -7913564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -7913567.500000 Penalty: 5310.855957
	Iteration 46Q: 3 clusters Score -7913568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7913559.000000 Penalty: 5310.855957
	Iteration 47Q: 3 clusters Score -7913559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -7913555.000000 Penalty: 5310.855957
	Iteration 48Q: 3 clusters Score -7913555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7913561.000000 Penalty: 5310.855957
	Iteration 49Q: 3 clusters Score -7913561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7913554.500000 Penalty: 5310.855957
	Iteration 50Q: 3 clusters Score -7913554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7913553.000000 Penalty: 5310.855957
	Iteration 51Q: 3 clusters Score -7913553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7913563.500000 Penalty: 5310.855957
	Iteration 52Q: 3 clusters Score -7913564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7913543.000000 Penalty: 5310.855957
	Iteration 53Q: 3 clusters Score -7913543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -7913535.000000 Penalty: 5310.855957
	Iteration 54Q: 3 clusters Score -7913535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -7913535.500000 Penalty: 5310.855957
	Iteration 55Q: 3 clusters Score -7913536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -7913546.000000 Penalty: 5310.855957
	Iteration 56Q: 3 clusters Score -7913546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7913554.500000 Penalty: 5310.855957
	Iteration 57Q: 3 clusters Score -7913554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -7913551.500000 Penalty: 5310.855957
	Iteration 58Q: 3 clusters Score -7913552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7913562.500000 Penalty: 5310.855957
	Iteration 59Q: 3 clusters Score -7913562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7913555.000000 Penalty: 5310.855957
	Iteration 60F: 3 clusters Score -7913555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7913556.500000 Penalty: 5310.855957
	Iteration 61Q: 3 clusters Score -7913556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7913551.000000 Penalty: 5310.855957
	Iteration 62Q: 3 clusters Score -7913551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7913544.000000 Penalty: 5310.855957
	Iteration 63Q: 3 clusters Score -7913544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7913545.500000 Penalty: 5310.855957
	Iteration 64Q: 3 clusters Score -7913546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7913544.500000 Penalty: 5310.855957
	Iteration 65Q: 3 clusters Score -7913544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7913544.500000 Penalty: 5310.855957
	Iteration 66F: 3 clusters Score -7913544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Entering Unmasked Estep 
Score: -2053179.125000 Penalty: 2293.174805
	Iteration 0F: 2 clusters Score -2053179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2045448.250000 Penalty: 4586.349609
	Iteration 0F: 3 clusters Score -2045448 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2047701.750000 Penalty: 4586.349609
	Iteration 1F: 3 clusters Score -2047702 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2047974.750000 Penalty: 4586.349609
	Iteration 2F: 3 clusters Score -2047975 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2048166.125000 Penalty: 4586.349609
	Iteration 3Q: 3 clusters Score -2048166 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2048322.125000 Penalty: 4586.349609
	Iteration 4Q: 3 clusters Score -2048322 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2048461.500000 Penalty: 4586.349609
	Iteration 5Q: 3 clusters Score -2048462 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2048589.125000 Penalty: 4586.349609
	Iteration 6Q: 3 clusters Score -2048589 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2048697.875000 Penalty: 4586.349609
	Iteration 7Q: 3 clusters Score -2048698 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2048808.000000 Penalty: 4586.349609
	Iteration 8Q: 3 clusters Score -2048808 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2048925.500000 Penalty: 4586.349609
	Iteration 9Q: 3 clusters Score -2048926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2049043.125000 Penalty: 4586.349609
	Iteration 10Q: 3 clusters Score -2049043 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2049157.625000 Penalty: 4586.349609
	Iteration 11Q: 3 clusters Score -2049158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2049276.000000 Penalty: 4586.349609
	Iteration 12Q: 3 clusters Score -2049276 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2049401.500000 Penalty: 4586.349609
	Iteration 13Q: 3 clusters Score -2049402 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2049521.750000 Penalty: 4586.349609
	Iteration 14Q: 3 clusters Score -2049522 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2049666.250000 Penalty: 4586.349609
	Iteration 15Q: 3 clusters Score -2049666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2049822.000000 Penalty: 4586.349609
	Iteration 16Q: 3 clusters Score -2049822 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2049953.000000 Penalty: 4586.349609
	Iteration 17Q: 3 clusters Score -2049953 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2050081.500000 Penalty: 4586.349609
	Iteration 18Q: 3 clusters Score -2050082 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2050201.125000 Penalty: 4586.349609
	Iteration 19Q: 3 clusters Score -2050201 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2050289.000000 Penalty: 4586.349609
	Iteration 20F: 3 clusters Score -2050289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2050347.375000 Penalty: 4586.349609
	Iteration 21Q: 3 clusters Score -2050347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2050378.000000 Penalty: 4586.349609
	Iteration 22Q: 3 clusters Score -2050378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2050399.875000 Penalty: 4586.349609
	Iteration 23Q: 3 clusters Score -2050400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2050423.000000 Penalty: 4586.349609
	Iteration 24Q: 3 clusters Score -2050423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2050438.375000 Penalty: 4586.349609
	Iteration 25Q: 3 clusters Score -2050438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2050463.625000 Penalty: 4586.349609
	Iteration 26Q: 3 clusters Score -2050464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2050477.625000 Penalty: 4586.349609
	Iteration 27Q: 3 clusters Score -2050478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2050485.125000 Penalty: 4586.349609
	Iteration 28Q: 3 clusters Score -2050485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2050491.875000 Penalty: 4586.349609
	Iteration 29Q: 3 clusters Score -2050492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2050507.750000 Penalty: 4586.349609
	Iteration 30Q: 3 clusters Score -2050508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2050516.000000 Penalty: 4586.349609
	Iteration 31Q: 3 clusters Score -2050516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2050521.500000 Penalty: 4586.349609
	Iteration 32Q: 3 clusters Score -2050522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2050528.875000 Penalty: 4586.349609
	Iteration 33Q: 3 clusters Score -2050529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2050532.250000 Penalty: 4586.349609
	Iteration 34Q: 3 clusters Score -2050532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2050537.875000 Penalty: 4586.349609
	Iteration 35Q: 3 clusters Score -2050538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2050550.375000 Penalty: 4586.349609
	Iteration 36Q: 3 clusters Score -2050550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2050554.375000 Penalty: 4586.349609
	Iteration 37Q: 3 clusters Score -2050554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2050555.125000 Penalty: 4586.349609
	Iteration 38Q: 3 clusters Score -2050555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2050554.500000 Penalty: 4586.349609
	Iteration 39Q: 3 clusters Score -2050554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2050563.250000 Penalty: 4586.349609
	Iteration 40F: 3 clusters Score -2050563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2050567.250000 Penalty: 4586.349609
	Iteration 41Q: 3 clusters Score -2050567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2050563.500000 Penalty: 4586.349609
	Iteration 42Q: 3 clusters Score -2050564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2050570.125000 Penalty: 4586.349609
	Iteration 43Q: 3 clusters Score -2050570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2050573.625000 Penalty: 4586.349609
	Iteration 44Q: 3 clusters Score -2050574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2050578.250000 Penalty: 4586.349609
	Iteration 45Q: 3 clusters Score -2050578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2050574.500000 Penalty: 4586.349609
	Iteration 46Q: 3 clusters Score -2050574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2050581.000000 Penalty: 4586.349609
	Iteration 47Q: 3 clusters Score -2050581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2050582.625000 Penalty: 4586.349609
	Iteration 48Q: 3 clusters Score -2050583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2050582.375000 Penalty: 4586.349609
	Iteration 49Q: 3 clusters Score -2050582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2050582.875000 Penalty: 4586.349609
	Iteration 50Q: 3 clusters Score -2050583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2050587.125000 Penalty: 4586.349609
	Iteration 51Q: 3 clusters Score -2050587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2050585.375000 Penalty: 4586.349609
	Iteration 52Q: 3 clusters Score -2050585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2050585.375000 Penalty: 4586.349609
	Iteration 53Q: 3 clusters Score -2050585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2050586.750000 Penalty: 4586.349609
	Iteration 54Q: 3 clusters Score -2050587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2050586.750000 Penalty: 4586.349609
	Iteration 55F: 3 clusters Score -2050587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Entering Unmasked Estep 
Score: -4091726.250000 Penalty: 2478.651123
	Iteration 0F: 2 clusters Score -4091726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4076732.000000 Penalty: 4957.302246
	Iteration 0F: 3 clusters Score -4076732 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4081834.750000 Penalty: 4957.302246
	Iteration 1F: 3 clusters Score -4081835 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4082086.750000 Penalty: 4957.302246
	Iteration 2Q: 3 clusters Score -4082087 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4082295.000000 Penalty: 4957.302246
	Iteration 3Q: 3 clusters Score -4082295 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4082453.500000 Penalty: 4957.302246
	Iteration 4Q: 3 clusters Score -4082454 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4082605.000000 Penalty: 4957.302246
	Iteration 5Q: 3 clusters Score -4082605 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4082734.500000 Penalty: 4957.302246
	Iteration 6Q: 3 clusters Score -4082734 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4082808.750000 Penalty: 4957.302246
	Iteration 7Q: 3 clusters Score -4082809 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4082902.500000 Penalty: 4957.302246
	Iteration 8Q: 3 clusters Score -4082902 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -4082970.000000 Penalty: 4957.302246
	Iteration 9Q: 3 clusters Score -4082970 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4083033.500000 Penalty: 4957.302246
	Iteration 10Q: 3 clusters Score -4083034 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4083088.250000 Penalty: 4957.302246
	Iteration 11Q: 3 clusters Score -4083088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4083155.750000 Penalty: 4957.302246
	Iteration 12Q: 3 clusters Score -4083156 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4083223.500000 Penalty: 4957.302246
	Iteration 13Q: 3 clusters Score -4083224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4083289.250000 Penalty: 4957.302246
	Iteration 14Q: 3 clusters Score -4083289 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4083364.750000 Penalty: 4957.302246
	Iteration 15Q: 3 clusters Score -4083365 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4083480.750000 Penalty: 4957.302246
	Iteration 16Q: 3 clusters Score -4083481 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4083623.750000 Penalty: 4957.302246
	Iteration 17Q: 3 clusters Score -4083624 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4083844.500000 Penalty: 4957.302246
	Iteration 18Q: 3 clusters Score -4083844 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4084141.750000 Penalty: 4957.302246
	Iteration 19Q: 3 clusters Score -4084142 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4084533.250000 Penalty: 4957.302246
	Iteration 20F: 3 clusters Score -4084533 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4084963.000000 Penalty: 4957.302246
	Iteration 21Q: 3 clusters Score -4084963 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4085432.500000 Penalty: 4957.302246
	Iteration 22Q: 3 clusters Score -4085432 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4085890.500000 Penalty: 4957.302246
	Iteration 23Q: 3 clusters Score -4085890 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4086315.250000 Penalty: 4957.302246
	Iteration 24Q: 3 clusters Score -4086315 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4086736.250000 Penalty: 4957.302246
	Iteration 25Q: 3 clusters Score -4086736 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4087078.250000 Penalty: 4957.302246
	Iteration 26Q: 3 clusters Score -4087078 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4087340.250000 Penalty: 4957.302246
	Iteration 27Q: 3 clusters Score -4087340 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4087494.500000 Penalty: 4957.302246
	Iteration 28Q: 3 clusters Score -4087494 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4087607.500000 Penalty: 4957.302246
	Iteration 29Q: 3 clusters Score -4087608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4087662.500000 Penalty: 4957.302246
	Iteration 30Q: 3 clusters Score -4087662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4087737.750000 Penalty: 4957.302246
	Iteration 31Q: 3 clusters Score -4087738 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4087792.000000 Penalty: 4957.302246
	Iteration 32Q: 3 clusters Score -4087792 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4087841.250000 Penalty: 4957.302246
	Iteration 33Q: 3 clusters Score -4087841 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4087865.500000 Penalty: 4957.302246
	Iteration 34Q: 3 clusters Score -4087866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4087890.750000 Penalty: 4957.302246
	Iteration 35Q: 3 clusters Score -4087891 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -4087915.750000 Penalty: 4957.302246
	Iteration 36Q: 3 clusters Score -4087916 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4087943.750000 Penalty: 4957.302246
	Iteration 37Q: 3 clusters Score -4087944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4087976.000000 Penalty: 4957.302246
	Iteration 38Q: 3 clusters Score -4087976 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4087989.500000 Penalty: 4957.302246
	Iteration 39Q: 3 clusters Score -4087990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4088025.000000 Penalty: 4957.302246
	Iteration 40F: 3 clusters Score -4088025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4088048.750000 Penalty: 4957.302246
	Iteration 41Q: 3 clusters Score -4088049 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4088071.250000 Penalty: 4957.302246
	Iteration 42Q: 3 clusters Score -4088071 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4088095.750000 Penalty: 4957.302246
	Iteration 43Q: 3 clusters Score -4088096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4088118.500000 Penalty: 4957.302246
	Iteration 44Q: 3 clusters Score -4088118 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4088145.000000 Penalty: 4957.302246
	Iteration 45Q: 3 clusters Score -4088145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4088159.750000 Penalty: 4957.302246
	Iteration 46Q: 3 clusters Score -4088160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -4088185.750000 Penalty: 4957.302246
	Iteration 47Q: 3 clusters Score -4088186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4088186.250000 Penalty: 4957.302246
	Iteration 48Q: 3 clusters Score -4088186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4088209.500000 Penalty: 4957.302246
	Iteration 49Q: 3 clusters Score -4088210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4088233.000000 Penalty: 4957.302246
	Iteration 50Q: 3 clusters Score -4088233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4088241.500000 Penalty: 4957.302246
	Iteration 51Q: 3 clusters Score -4088242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4088253.500000 Penalty: 4957.302246
	Iteration 52Q: 3 clusters Score -4088254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4088261.750000 Penalty: 4957.302246
	Iteration 53Q: 3 clusters Score -4088262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4088272.750000 Penalty: 4957.302246
	Iteration 54Q: 3 clusters Score -4088273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4088273.000000 Penalty: 4957.302246
	Iteration 55Q: 3 clusters Score -4088273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4088286.500000 Penalty: 4957.302246
	Iteration 56Q: 3 clusters Score -4088286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4088292.250000 Penalty: 4957.302246
	Iteration 57Q: 3 clusters Score -4088292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4088302.000000 Penalty: 4957.302246
	Iteration 58Q: 3 clusters Score -4088302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4088303.000000 Penalty: 4957.302246
	Iteration 59Q: 3 clusters Score -4088303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4088311.000000 Penalty: 4957.302246
	Iteration 60F: 3 clusters Score -4088311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4088301.250000 Penalty: 4957.302246
	Iteration 61Q: 3 clusters Score -4088301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4088315.500000 Penalty: 4957.302246
	Iteration 62Q: 3 clusters Score -4088316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4088305.250000 Penalty: 4957.302246
	Iteration 63Q: 3 clusters Score -4088305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4088312.500000 Penalty: 4957.302246
	Iteration 64Q: 3 clusters Score -4088312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4088314.750000 Penalty: 4957.302246
	Iteration 65Q: 3 clusters Score -4088315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4088318.500000 Penalty: 4957.302246
	Iteration 66Q: 3 clusters Score -4088318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4088329.000000 Penalty: 4957.302246
	Iteration 67Q: 3 clusters Score -4088329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4088334.500000 Penalty: 4957.302246
	Iteration 68Q: 3 clusters Score -4088334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4088336.500000 Penalty: 4957.302246
	Iteration 69Q: 3 clusters Score -4088336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4088339.000000 Penalty: 4957.302246
	Iteration 70Q: 3 clusters Score -4088339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -4088334.250000 Penalty: 4957.302246
	Iteration 71Q: 3 clusters Score -4088334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4088329.750000 Penalty: 4957.302246
	Iteration 72Q: 3 clusters Score -4088330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4088326.000000 Penalty: 4957.302246
	Iteration 73Q: 3 clusters Score -4088326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4088330.000000 Penalty: 4957.302246
	Iteration 74Q: 3 clusters Score -4088330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4088332.250000 Penalty: 4957.302246
	Iteration 75Q: 3 clusters Score -4088332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4088334.250000 Penalty: 4957.302246
	Iteration 76Q: 3 clusters Score -4088334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -4088330.750000 Penalty: 4957.302246
	Iteration 77Q: 3 clusters Score -4088331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4088336.250000 Penalty: 4957.302246
	Iteration 78Q: 3 clusters Score -4088336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -4088331.000000 Penalty: 4957.302246
	Iteration 79Q: 3 clusters Score -4088331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4088333.250000 Penalty: 4957.302246
	Iteration 80F: 3 clusters Score -4088333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4088333.000000 Penalty: 4957.302246
	Iteration 81Q: 3 clusters Score -4088333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4088337.500000 Penalty: 4957.302246
	Iteration 82Q: 3 clusters Score -4088338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4088341.750000 Penalty: 4957.302246
	Iteration 83Q: 3 clusters Score -4088342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4088337.500000 Penalty: 4957.302246
	Iteration 84Q: 3 clusters Score -4088338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4088343.500000 Penalty: 4957.302246
	Iteration 85Q: 3 clusters Score -4088344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4088349.750000 Penalty: 4957.302246
	Iteration 86Q: 3 clusters Score -4088350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4088351.500000 Penalty: 4957.302246
	Iteration 87Q: 3 clusters Score -4088352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4088352.750000 Penalty: 4957.302246
	Iteration 88Q: 3 clusters Score -4088353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4088352.000000 Penalty: 4957.302246
	Iteration 89Q: 3 clusters Score -4088352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4088353.000000 Penalty: 4957.302246
	Iteration 90Q: 3 clusters Score -4088353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -4088349.750000 Penalty: 4957.302246
	Iteration 91Q: 3 clusters Score -4088350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4088356.750000 Penalty: 4957.302246
	Iteration 92Q: 3 clusters Score -4088357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4088355.250000 Penalty: 4957.302246
	Iteration 93Q: 3 clusters Score -4088355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4088356.250000 Penalty: 4957.302246
	Iteration 94Q: 3 clusters Score -4088356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4088358.000000 Penalty: 4957.302246
	Iteration 95Q: 3 clusters Score -4088358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4088357.750000 Penalty: 4957.302246
	Iteration 96Q: 3 clusters Score -4088358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4088359.750000 Penalty: 4957.302246
	Iteration 97Q: 3 clusters Score -4088360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4088362.750000 Penalty: 4957.302246
	Iteration 98Q: 3 clusters Score -4088363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4088359.000000 Penalty: 4957.302246
	Iteration 99Q: 3 clusters Score -4088359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -4088359.000000 Penalty: 4957.302246
	Iteration 100F: 3 clusters Score -4088359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80458.007812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80458.01 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 239 members 
Entering Unmasked Estep 
Score: -79056.335938 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -79056.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -79302.546875 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79302.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79414.046875 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -79414.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79506.078125 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -79506.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79543.953125 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -79543.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79603.164062 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79603.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79639.054688 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79639.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79704.351562 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79704.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79775.546875 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79775.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79815.835938 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -79815.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79842.492188 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -79842.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79851.945312 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -79851.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79857.765625 Penalty: 3088.362305
	Iteration 12F: 3 clusters Score -79857.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79900.625000 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -79900.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79919.640625 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -79919.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79922.234375 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -79922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79922.234375 Penalty: 3088.362305
	Iteration 16F: 3 clusters Score -79922.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -369124.062500 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -369124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -366484.062500 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -366484.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -367198.937500 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -367198.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -367491.281250 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -367491.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -367693.343750 Penalty: 3804.301025
	Iteration 3F: 3 clusters Score -367693.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367843.031250 Penalty: 3804.301025
	Iteration 4F: 3 clusters Score -367843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -367943.000000 Penalty: 3804.301025
	Iteration 5Q: 3 clusters Score -367943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -368017.531250 Penalty: 3804.301025
	Iteration 6Q: 3 clusters Score -368017.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -368066.937500 Penalty: 3804.301025
	Iteration 7Q: 3 clusters Score -368066.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -368096.531250 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -368096.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -368122.562500 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -368122.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -368144.937500 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -368144.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -368174.187500 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -368174.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -368195.000000 Penalty: 3804.301025
	Iteration 12Q: 3 clusters Score -368195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -368203.656250 Penalty: 3804.301025
	Iteration 13Q: 3 clusters Score -368203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -368206.375000 Penalty: 3804.301025
	Iteration 14Q: 3 clusters Score -368206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -368207.312500 Penalty: 3804.301025
	Iteration 15Q: 3 clusters Score -368207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -368207.843750 Penalty: 3804.301025
	Iteration 16Q: 3 clusters Score -368207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -368207.843750 Penalty: 3804.301025
	Iteration 17F: 3 clusters Score -368207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Entering Unmasked Estep 
Score: -2818348.250000 Penalty: 2374.268311
	Iteration 0F: 2 clusters Score -2818348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2807980.750000 Penalty: 4748.536621
	Iteration 0F: 3 clusters Score -2807981 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2811133.500000 Penalty: 4748.536621
	Iteration 1F: 3 clusters Score -2811134 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2811434.250000 Penalty: 4748.536621
	Iteration 2F: 3 clusters Score -2811434 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2811644.500000 Penalty: 4748.536621
	Iteration 3Q: 3 clusters Score -2811644 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2811796.250000 Penalty: 4748.536621
	Iteration 4Q: 3 clusters Score -2811796 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2811922.750000 Penalty: 4748.536621
	Iteration 5Q: 3 clusters Score -2811923 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2812032.000000 Penalty: 4748.536621
	Iteration 6Q: 3 clusters Score -2812032 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2812122.750000 Penalty: 4748.536621
	Iteration 7Q: 3 clusters Score -2812123 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2812199.500000 Penalty: 4748.536621
	Iteration 8Q: 3 clusters Score -2812200 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2812258.750000 Penalty: 4748.536621
	Iteration 9Q: 3 clusters Score -2812259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2812312.500000 Penalty: 4748.536621
	Iteration 10Q: 3 clusters Score -2812312 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2812368.500000 Penalty: 4748.536621
	Iteration 11Q: 3 clusters Score -2812368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2812438.000000 Penalty: 4748.536621
	Iteration 12Q: 3 clusters Score -2812438 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2812520.000000 Penalty: 4748.536621
	Iteration 13Q: 3 clusters Score -2812520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2812606.500000 Penalty: 4748.536621
	Iteration 14Q: 3 clusters Score -2812606 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2812709.250000 Penalty: 4748.536621
	Iteration 15Q: 3 clusters Score -2812709 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2812886.000000 Penalty: 4748.536621
	Iteration 16Q: 3 clusters Score -2812886 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2813067.250000 Penalty: 4748.536621
	Iteration 17Q: 3 clusters Score -2813067 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2813323.750000 Penalty: 4748.536621
	Iteration 18Q: 3 clusters Score -2813324 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2813628.750000 Penalty: 4748.536621
	Iteration 19Q: 3 clusters Score -2813629 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2813994.000000 Penalty: 4748.536621
	Iteration 20F: 3 clusters Score -2813994 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2814426.500000 Penalty: 4748.536621
	Iteration 21Q: 3 clusters Score -2814426 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2814848.500000 Penalty: 4748.536621
	Iteration 22Q: 3 clusters Score -2814848 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2815255.750000 Penalty: 4748.536621
	Iteration 23Q: 3 clusters Score -2815256 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2815590.500000 Penalty: 4748.536621
	Iteration 24Q: 3 clusters Score -2815590 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2815811.750000 Penalty: 4748.536621
	Iteration 25Q: 3 clusters Score -2815812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2815949.750000 Penalty: 4748.536621
	Iteration 26Q: 3 clusters Score -2815950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2816009.250000 Penalty: 4748.536621
	Iteration 27Q: 3 clusters Score -2816009 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2816061.250000 Penalty: 4748.536621
	Iteration 28Q: 3 clusters Score -2816061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2816097.750000 Penalty: 4748.536621
	Iteration 29Q: 3 clusters Score -2816098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2816130.250000 Penalty: 4748.536621
	Iteration 30Q: 3 clusters Score -2816130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2816151.750000 Penalty: 4748.536621
	Iteration 31Q: 3 clusters Score -2816152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2816170.750000 Penalty: 4748.536621
	Iteration 32Q: 3 clusters Score -2816171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2816184.250000 Penalty: 4748.536621
	Iteration 33Q: 3 clusters Score -2816184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2816201.250000 Penalty: 4748.536621
	Iteration 34Q: 3 clusters Score -2816201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2816214.250000 Penalty: 4748.536621
	Iteration 35Q: 3 clusters Score -2816214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2816221.000000 Penalty: 4748.536621
	Iteration 36Q: 3 clusters Score -2816221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2816236.500000 Penalty: 4748.536621
	Iteration 37Q: 3 clusters Score -2816236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2816241.500000 Penalty: 4748.536621
	Iteration 38Q: 3 clusters Score -2816242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2816251.500000 Penalty: 4748.536621
	Iteration 39Q: 3 clusters Score -2816252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2816253.750000 Penalty: 4748.536621
	Iteration 40F: 3 clusters Score -2816254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2816260.750000 Penalty: 4748.536621
	Iteration 41Q: 3 clusters Score -2816261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2816262.000000 Penalty: 4748.536621
	Iteration 42Q: 3 clusters Score -2816262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2816268.000000 Penalty: 4748.536621
	Iteration 43Q: 3 clusters Score -2816268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2816267.750000 Penalty: 4748.536621
	Iteration 44Q: 3 clusters Score -2816268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2816274.000000 Penalty: 4748.536621
	Iteration 45Q: 3 clusters Score -2816274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2816277.250000 Penalty: 4748.536621
	Iteration 46Q: 3 clusters Score -2816277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2816282.500000 Penalty: 4748.536621
	Iteration 47Q: 3 clusters Score -2816282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2816279.500000 Penalty: 4748.536621
	Iteration 48Q: 3 clusters Score -2816280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2816284.250000 Penalty: 4748.536621
	Iteration 49Q: 3 clusters Score -2816284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2816287.750000 Penalty: 4748.536621
	Iteration 50Q: 3 clusters Score -2816288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2816287.750000 Penalty: 4748.536621
	Iteration 51F: 3 clusters Score -2816288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Entering Unmasked Estep 
Score: -5859538.000000 Penalty: 2567.219971
	Iteration 0F: 2 clusters Score -5859538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5839597.500000 Penalty: 5134.439941
	Iteration 0F: 3 clusters Score -5839598 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5847000.500000 Penalty: 5134.439941
	Iteration 1F: 3 clusters Score -5847000 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5847380.500000 Penalty: 5134.439941
	Iteration 2Q: 3 clusters Score -5847380 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -5847727.000000 Penalty: 5134.439941
	Iteration 3Q: 3 clusters Score -5847727 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5847984.000000 Penalty: 5134.439941
	Iteration 4Q: 3 clusters Score -5847984 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5848225.500000 Penalty: 5134.439941
	Iteration 5Q: 3 clusters Score -5848226 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5848487.000000 Penalty: 5134.439941
	Iteration 6Q: 3 clusters Score -5848487 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5848768.000000 Penalty: 5134.439941
	Iteration 7Q: 3 clusters Score -5848768 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5849121.500000 Penalty: 5134.439941
	Iteration 8Q: 3 clusters Score -5849122 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5849600.500000 Penalty: 5134.439941
	Iteration 9Q: 3 clusters Score -5849600 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5850144.000000 Penalty: 5134.439941
	Iteration 10Q: 3 clusters Score -5850144 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5850765.500000 Penalty: 5134.439941
	Iteration 11Q: 3 clusters Score -5850766 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -5851520.000000 Penalty: 5134.439941
	Iteration 12Q: 3 clusters Score -5851520 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5852241.500000 Penalty: 5134.439941
	Iteration 13Q: 3 clusters Score -5852242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -5853066.000000 Penalty: 5134.439941
	Iteration 14Q: 3 clusters Score -5853066 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5854065.000000 Penalty: 5134.439941
	Iteration 15Q: 3 clusters Score -5854065 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5855044.500000 Penalty: 5134.439941
	Iteration 16Q: 3 clusters Score -5855044 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5855679.500000 Penalty: 5134.439941
	Iteration 17Q: 3 clusters Score -5855680 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -5856001.500000 Penalty: 5134.439941
	Iteration 18Q: 3 clusters Score -5856002 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5856174.000000 Penalty: 5134.439941
	Iteration 19Q: 3 clusters Score -5856174 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5856270.500000 Penalty: 5134.439941
	Iteration 20F: 3 clusters Score -5856270 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5856321.000000 Penalty: 5134.439941
	Iteration 21Q: 3 clusters Score -5856321 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5856386.000000 Penalty: 5134.439941
	Iteration 22Q: 3 clusters Score -5856386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5856450.000000 Penalty: 5134.439941
	Iteration 23Q: 3 clusters Score -5856450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5856465.500000 Penalty: 5134.439941
	Iteration 24Q: 3 clusters Score -5856466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5856492.500000 Penalty: 5134.439941
	Iteration 25Q: 3 clusters Score -5856492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5856520.500000 Penalty: 5134.439941
	Iteration 26Q: 3 clusters Score -5856520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5856530.500000 Penalty: 5134.439941
	Iteration 27Q: 3 clusters Score -5856530 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -5856539.000000 Penalty: 5134.439941
	Iteration 28Q: 3 clusters Score -5856539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5856542.500000 Penalty: 5134.439941
	Iteration 29Q: 3 clusters Score -5856542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -5856560.500000 Penalty: 5134.439941
	Iteration 30Q: 3 clusters Score -5856560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5856562.000000 Penalty: 5134.439941
	Iteration 31Q: 3 clusters Score -5856562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5856566.000000 Penalty: 5134.439941
	Iteration 32Q: 3 clusters Score -5856566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5856565.500000 Penalty: 5134.439941
	Iteration 33Q: 3 clusters Score -5856566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5856561.500000 Penalty: 5134.439941
	Iteration 34Q: 3 clusters Score -5856562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5856574.000000 Penalty: 5134.439941
	Iteration 35Q: 3 clusters Score -5856574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5856571.500000 Penalty: 5134.439941
	Iteration 36Q: 3 clusters Score -5856572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -5856579.000000 Penalty: 5134.439941
	Iteration 37Q: 3 clusters Score -5856579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5856577.500000 Penalty: 5134.439941
	Iteration 38Q: 3 clusters Score -5856578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5856573.500000 Penalty: 5134.439941
	Iteration 39Q: 3 clusters Score -5856574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5856575.000000 Penalty: 5134.439941
	Iteration 40F: 3 clusters Score -5856575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5856568.500000 Penalty: 5134.439941
	Iteration 41Q: 3 clusters Score -5856568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5856569.500000 Penalty: 5134.439941
	Iteration 42Q: 3 clusters Score -5856570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -5856577.000000 Penalty: 5134.439941
	Iteration 43Q: 3 clusters Score -5856577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5856571.000000 Penalty: 5134.439941
	Iteration 44Q: 3 clusters Score -5856571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5856574.500000 Penalty: 5134.439941
	Iteration 45Q: 3 clusters Score -5856574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5856574.500000 Penalty: 5134.439941
	Iteration 46Q: 3 clusters Score -5856574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5856570.000000 Penalty: 5134.439941
	Iteration 47Q: 3 clusters Score -5856570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5856577.500000 Penalty: 5134.439941
	Iteration 48Q: 3 clusters Score -5856578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5856572.000000 Penalty: 5134.439941
	Iteration 49Q: 3 clusters Score -5856572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5856566.000000 Penalty: 5134.439941
	Iteration 50Q: 3 clusters Score -5856566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5856570.000000 Penalty: 5134.439941
	Iteration 51Q: 3 clusters Score -5856570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5856572.500000 Penalty: 5134.439941
	Iteration 52Q: 3 clusters Score -5856572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5856572.500000 Penalty: 5134.439941
	Iteration 53F: 3 clusters Score -5856572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -143249.734375 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143249.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143779.531250 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143779.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -143966.984375 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144069.515625 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -144069.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144181.750000 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -144181.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -144320.015625 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144405.921875 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144405.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -144523.109375 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144523.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -144638.468750 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144638.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -144725.125000 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144725.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -144778.921875 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -144778.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144822.937500 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -144822.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144860.828125 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -144860.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -144898.187500 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -144898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144931.171875 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -144931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144945.890625 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -144945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -144957.687500 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -144957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144973.656250 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -144973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144989.171875 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -144989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -144995.531250 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -144995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -145018.421875 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -145018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -145131.562500 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -145131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145307.703125 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -145307.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -145358.312500 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -145358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -145377.187500 Penalty: 3345.053223
	Iteration 24Q: 3 clusters Score -145377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -145388.906250 Penalty: 3345.053223
	Iteration 25Q: 3 clusters Score -145388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -145395.750000 Penalty: 3345.053223
	Iteration 26Q: 3 clusters Score -145395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -145401.265625 Penalty: 3345.053223
	Iteration 27Q: 3 clusters Score -145401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -145407.359375 Penalty: 3345.053223
	Iteration 28Q: 3 clusters Score -145407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -145407.359375 Penalty: 3345.053223
	Iteration 29F: 3 clusters Score -145407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 10370 members 
Mstep: Class 9 contains 21907 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 31310 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 19091 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11798 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 21558 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20849 members 
Mstep: Class 31 contains 19389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 9420 members 
Mstep: Class 35 contains 21881 members 
Mstep: Class 36 contains 19209 members 
Mstep: Class 38 contains 18585 members 
Mstep: Class 39 contains 19451 members 
Entering Unmasked Estep 
Score: -87215672.000000 Penalty: 123093.132812
Splitting cluster 14 changes total score from -87217064.000000 to -87215672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Entering Unmasked Estep 
Score: -3741232.750000 Penalty: 2456.312744
	Iteration 0F: 2 clusters Score -3741233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3727622.500000 Penalty: 4912.625488
	Iteration 0F: 3 clusters Score -3727622 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3732368.750000 Penalty: 4912.625488
	Iteration 1F: 3 clusters Score -3732369 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3732767.000000 Penalty: 4912.625488
	Iteration 2F: 3 clusters Score -3732767 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3733091.000000 Penalty: 4912.625488
	Iteration 3Q: 3 clusters Score -3733091 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3733375.500000 Penalty: 4912.625488
	Iteration 4Q: 3 clusters Score -3733376 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3733620.000000 Penalty: 4912.625488
	Iteration 5Q: 3 clusters Score -3733620 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3733912.500000 Penalty: 4912.625488
	Iteration 6Q: 3 clusters Score -3733912 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3734213.000000 Penalty: 4912.625488
	Iteration 7Q: 3 clusters Score -3734213 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -3734600.750000 Penalty: 4912.625488
	Iteration 8Q: 3 clusters Score -3734601 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3735031.750000 Penalty: 4912.625488
	Iteration 9Q: 3 clusters Score -3735032 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3735537.750000 Penalty: 4912.625488
	Iteration 10Q: 3 clusters Score -3735538 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3736083.750000 Penalty: 4912.625488
	Iteration 11Q: 3 clusters Score -3736084 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3736571.250000 Penalty: 4912.625488
	Iteration 12Q: 3 clusters Score -3736571 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3736932.750000 Penalty: 4912.625488
	Iteration 13Q: 3 clusters Score -3736933 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3737123.750000 Penalty: 4912.625488
	Iteration 14Q: 3 clusters Score -3737124 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3737279.250000 Penalty: 4912.625488
	Iteration 15Q: 3 clusters Score -3737279 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3737352.500000 Penalty: 4912.625488
	Iteration 16Q: 3 clusters Score -3737352 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3737423.250000 Penalty: 4912.625488
	Iteration 17Q: 3 clusters Score -3737423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3737500.750000 Penalty: 4912.625488
	Iteration 18Q: 3 clusters Score -3737501 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3737562.750000 Penalty: 4912.625488
	Iteration 19Q: 3 clusters Score -3737563 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3737641.500000 Penalty: 4912.625488
	Iteration 20F: 3 clusters Score -3737642 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3737733.250000 Penalty: 4912.625488
	Iteration 21Q: 3 clusters Score -3737733 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3737861.250000 Penalty: 4912.625488
	Iteration 22Q: 3 clusters Score -3737861 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3737989.500000 Penalty: 4912.625488
	Iteration 23Q: 3 clusters Score -3737990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3738129.750000 Penalty: 4912.625488
	Iteration 24Q: 3 clusters Score -3738130 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3738256.250000 Penalty: 4912.625488
	Iteration 25Q: 3 clusters Score -3738256 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3738333.250000 Penalty: 4912.625488
	Iteration 26Q: 3 clusters Score -3738333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3738407.250000 Penalty: 4912.625488
	Iteration 27Q: 3 clusters Score -3738407 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3738452.250000 Penalty: 4912.625488
	Iteration 28Q: 3 clusters Score -3738452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3738493.750000 Penalty: 4912.625488
	Iteration 29Q: 3 clusters Score -3738494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3738519.750000 Penalty: 4912.625488
	Iteration 30Q: 3 clusters Score -3738520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3738537.000000 Penalty: 4912.625488
	Iteration 31Q: 3 clusters Score -3738537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3738561.750000 Penalty: 4912.625488
	Iteration 32Q: 3 clusters Score -3738562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3738576.500000 Penalty: 4912.625488
	Iteration 33Q: 3 clusters Score -3738576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3738594.500000 Penalty: 4912.625488
	Iteration 34Q: 3 clusters Score -3738594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3738606.000000 Penalty: 4912.625488
	Iteration 35Q: 3 clusters Score -3738606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3738626.000000 Penalty: 4912.625488
	Iteration 36Q: 3 clusters Score -3738626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3738628.500000 Penalty: 4912.625488
	Iteration 37Q: 3 clusters Score -3738628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3738633.000000 Penalty: 4912.625488
	Iteration 38Q: 3 clusters Score -3738633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3738646.500000 Penalty: 4912.625488
	Iteration 39Q: 3 clusters Score -3738646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3738644.500000 Penalty: 4912.625488
	Iteration 40F: 3 clusters Score -3738644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3738655.750000 Penalty: 4912.625488
	Iteration 41Q: 3 clusters Score -3738656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3738661.500000 Penalty: 4912.625488
	Iteration 42Q: 3 clusters Score -3738662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3738666.750000 Penalty: 4912.625488
	Iteration 43Q: 3 clusters Score -3738667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3738680.250000 Penalty: 4912.625488
	Iteration 44Q: 3 clusters Score -3738680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3738687.500000 Penalty: 4912.625488
	Iteration 45Q: 3 clusters Score -3738688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3738696.250000 Penalty: 4912.625488
	Iteration 46Q: 3 clusters Score -3738696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3738705.000000 Penalty: 4912.625488
	Iteration 47Q: 3 clusters Score -3738705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3738709.250000 Penalty: 4912.625488
	Iteration 48Q: 3 clusters Score -3738709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3738704.250000 Penalty: 4912.625488
	Iteration 49Q: 3 clusters Score -3738704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3738715.750000 Penalty: 4912.625488
	Iteration 50Q: 3 clusters Score -3738716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -3738718.250000 Penalty: 4912.625488
	Iteration 51Q: 3 clusters Score -3738718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3738723.000000 Penalty: 4912.625488
	Iteration 52Q: 3 clusters Score -3738723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3738722.250000 Penalty: 4912.625488
	Iteration 53Q: 3 clusters Score -3738722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3738734.000000 Penalty: 4912.625488
	Iteration 54Q: 3 clusters Score -3738734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3738744.500000 Penalty: 4912.625488
	Iteration 55Q: 3 clusters Score -3738744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3738753.250000 Penalty: 4912.625488
	Iteration 56Q: 3 clusters Score -3738753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3738769.750000 Penalty: 4912.625488
	Iteration 57Q: 3 clusters Score -3738770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3738771.000000 Penalty: 4912.625488
	Iteration 58Q: 3 clusters Score -3738771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3738771.250000 Penalty: 4912.625488
	Iteration 59Q: 3 clusters Score -3738771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -3738774.750000 Penalty: 4912.625488
	Iteration 60F: 3 clusters Score -3738775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3738766.500000 Penalty: 4912.625488
	Iteration 61Q: 3 clusters Score -3738766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3738773.500000 Penalty: 4912.625488
	Iteration 62Q: 3 clusters Score -3738774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3738781.000000 Penalty: 4912.625488
	Iteration 63Q: 3 clusters Score -3738781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3738786.500000 Penalty: 4912.625488
	Iteration 64Q: 3 clusters Score -3738786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3738796.250000 Penalty: 4912.625488
	Iteration 65Q: 3 clusters Score -3738796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3738797.500000 Penalty: 4912.625488
	Iteration 66Q: 3 clusters Score -3738798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3738795.000000 Penalty: 4912.625488
	Iteration 67Q: 3 clusters Score -3738795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3738797.750000 Penalty: 4912.625488
	Iteration 68Q: 3 clusters Score -3738798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3738802.750000 Penalty: 4912.625488
	Iteration 69Q: 3 clusters Score -3738803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3738804.250000 Penalty: 4912.625488
	Iteration 70Q: 3 clusters Score -3738804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -3738810.500000 Penalty: 4912.625488
	Iteration 71Q: 3 clusters Score -3738810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3738803.750000 Penalty: 4912.625488
	Iteration 72Q: 3 clusters Score -3738804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3738809.000000 Penalty: 4912.625488
	Iteration 73Q: 3 clusters Score -3738809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3738813.500000 Penalty: 4912.625488
	Iteration 74Q: 3 clusters Score -3738814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3738828.500000 Penalty: 4912.625488
	Iteration 75Q: 3 clusters Score -3738828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3738832.750000 Penalty: 4912.625488
	Iteration 76Q: 3 clusters Score -3738833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3738835.750000 Penalty: 4912.625488
	Iteration 77Q: 3 clusters Score -3738836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3738846.500000 Penalty: 4912.625488
	Iteration 78Q: 3 clusters Score -3738846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -3738846.500000 Penalty: 4912.625488
	Iteration 79Q: 3 clusters Score -3738846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3738857.000000 Penalty: 4912.625488
	Iteration 80F: 3 clusters Score -3738857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3738865.000000 Penalty: 4912.625488
	Iteration 81Q: 3 clusters Score -3738865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3738865.750000 Penalty: 4912.625488
	Iteration 82Q: 3 clusters Score -3738866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3738877.750000 Penalty: 4912.625488
	Iteration 83Q: 3 clusters Score -3738878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3738877.250000 Penalty: 4912.625488
	Iteration 84Q: 3 clusters Score -3738877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3738884.750000 Penalty: 4912.625488
	Iteration 85Q: 3 clusters Score -3738885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3738893.000000 Penalty: 4912.625488
	Iteration 86Q: 3 clusters Score -3738893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3738899.500000 Penalty: 4912.625488
	Iteration 87Q: 3 clusters Score -3738900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3738904.750000 Penalty: 4912.625488
	Iteration 88Q: 3 clusters Score -3738905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3738915.500000 Penalty: 4912.625488
	Iteration 89Q: 3 clusters Score -3738916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3738928.000000 Penalty: 4912.625488
	Iteration 90Q: 3 clusters Score -3738928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3738945.250000 Penalty: 4912.625488
	Iteration 91Q: 3 clusters Score -3738945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3738950.000000 Penalty: 4912.625488
	Iteration 92Q: 3 clusters Score -3738950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3738952.750000 Penalty: 4912.625488
	Iteration 93Q: 3 clusters Score -3738953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3738947.500000 Penalty: 4912.625488
	Iteration 94Q: 3 clusters Score -3738948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3738948.750000 Penalty: 4912.625488
	Iteration 95Q: 3 clusters Score -3738949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3738958.000000 Penalty: 4912.625488
	Iteration 96Q: 3 clusters Score -3738958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3738961.000000 Penalty: 4912.625488
	Iteration 97Q: 3 clusters Score -3738961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3738959.500000 Penalty: 4912.625488
	Iteration 98Q: 3 clusters Score -3738960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3738959.500000 Penalty: 4912.625488
	Iteration 99Q: 3 clusters Score -3738960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3738959.500000 Penalty: 4912.625488
	Iteration 100F: 3 clusters Score -3738960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3738963.750000 Penalty: 4912.625488
	Iteration 101Q: 3 clusters Score -3738964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3738961.250000 Penalty: 4912.625488
	Iteration 102Q: 3 clusters Score -3738961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3738972.500000 Penalty: 4912.625488
	Iteration 103Q: 3 clusters Score -3738972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3738972.750000 Penalty: 4912.625488
	Iteration 104Q: 3 clusters Score -3738973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3738970.250000 Penalty: 4912.625488
	Iteration 105Q: 3 clusters Score -3738970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3738969.750000 Penalty: 4912.625488
	Iteration 106Q: 3 clusters Score -3738970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3738977.750000 Penalty: 4912.625488
	Iteration 107Q: 3 clusters Score -3738978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3738988.250000 Penalty: 4912.625488
	Iteration 108Q: 3 clusters Score -3738988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3738986.500000 Penalty: 4912.625488
	Iteration 109Q: 3 clusters Score -3738986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3738994.750000 Penalty: 4912.625488
	Iteration 110Q: 3 clusters Score -3738995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3738994.750000 Penalty: 4912.625488
	Iteration 111Q: 3 clusters Score -3738995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -3738999.500000 Penalty: 4912.625488
	Iteration 112Q: 3 clusters Score -3739000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3739008.000000 Penalty: 4912.625488
	Iteration 113Q: 3 clusters Score -3739008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3739025.750000 Penalty: 4912.625488
	Iteration 114Q: 3 clusters Score -3739026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3739021.250000 Penalty: 4912.625488
	Iteration 115Q: 3 clusters Score -3739021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3739042.250000 Penalty: 4912.625488
	Iteration 116Q: 3 clusters Score -3739042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3739043.750000 Penalty: 4912.625488
	Iteration 117Q: 3 clusters Score -3739044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3739045.250000 Penalty: 4912.625488
	Iteration 118Q: 3 clusters Score -3739045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3739046.500000 Penalty: 4912.625488
	Iteration 119Q: 3 clusters Score -3739046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3739038.000000 Penalty: 4912.625488
	Iteration 120F: 3 clusters Score -3739038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3739055.000000 Penalty: 4912.625488
	Iteration 121Q: 3 clusters Score -3739055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3739051.000000 Penalty: 4912.625488
	Iteration 122Q: 3 clusters Score -3739051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3739058.250000 Penalty: 4912.625488
	Iteration 123Q: 3 clusters Score -3739058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3739074.250000 Penalty: 4912.625488
	Iteration 124Q: 3 clusters Score -3739074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3739076.000000 Penalty: 4912.625488
	Iteration 125Q: 3 clusters Score -3739076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3739088.250000 Penalty: 4912.625488
	Iteration 126Q: 3 clusters Score -3739088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3739094.250000 Penalty: 4912.625488
	Iteration 127Q: 3 clusters Score -3739094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3739106.250000 Penalty: 4912.625488
	Iteration 128Q: 3 clusters Score -3739106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -3739118.500000 Penalty: 4912.625488
	Iteration 129Q: 3 clusters Score -3739118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3739134.000000 Penalty: 4912.625488
	Iteration 130Q: 3 clusters Score -3739134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3739136.000000 Penalty: 4912.625488
	Iteration 131Q: 3 clusters Score -3739136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3739150.250000 Penalty: 4912.625488
	Iteration 132Q: 3 clusters Score -3739150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3739159.250000 Penalty: 4912.625488
	Iteration 133Q: 3 clusters Score -3739159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3739170.250000 Penalty: 4912.625488
	Iteration 134Q: 3 clusters Score -3739170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3739193.750000 Penalty: 4912.625488
	Iteration 135Q: 3 clusters Score -3739194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3739209.000000 Penalty: 4912.625488
	Iteration 136Q: 3 clusters Score -3739209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3739217.500000 Penalty: 4912.625488
	Iteration 137Q: 3 clusters Score -3739218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3739231.750000 Penalty: 4912.625488
	Iteration 138Q: 3 clusters Score -3739232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3739256.250000 Penalty: 4912.625488
	Iteration 139Q: 3 clusters Score -3739256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3739259.750000 Penalty: 4912.625488
	Iteration 140F: 3 clusters Score -3739260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3739282.750000 Penalty: 4912.625488
	Iteration 141Q: 3 clusters Score -3739283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3739301.250000 Penalty: 4912.625488
	Iteration 142Q: 3 clusters Score -3739301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3739313.750000 Penalty: 4912.625488
	Iteration 143Q: 3 clusters Score -3739314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3739330.500000 Penalty: 4912.625488
	Iteration 144Q: 3 clusters Score -3739330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3739337.500000 Penalty: 4912.625488
	Iteration 145Q: 3 clusters Score -3739338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3739344.250000 Penalty: 4912.625488
	Iteration 146Q: 3 clusters Score -3739344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3739361.500000 Penalty: 4912.625488
	Iteration 147Q: 3 clusters Score -3739362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3739383.000000 Penalty: 4912.625488
	Iteration 148Q: 3 clusters Score -3739383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3739385.250000 Penalty: 4912.625488
	Iteration 149Q: 3 clusters Score -3739385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3739393.500000 Penalty: 4912.625488
	Iteration 150Q: 3 clusters Score -3739394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3739396.000000 Penalty: 4912.625488
	Iteration 151Q: 3 clusters Score -3739396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3739407.500000 Penalty: 4912.625488
	Iteration 152Q: 3 clusters Score -3739408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3739405.750000 Penalty: 4912.625488
	Iteration 153Q: 3 clusters Score -3739406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3739419.250000 Penalty: 4912.625488
	Iteration 154Q: 3 clusters Score -3739419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3739419.750000 Penalty: 4912.625488
	Iteration 155Q: 3 clusters Score -3739420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3739427.250000 Penalty: 4912.625488
	Iteration 156Q: 3 clusters Score -3739427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3739431.250000 Penalty: 4912.625488
	Iteration 157Q: 3 clusters Score -3739431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3739438.500000 Penalty: 4912.625488
	Iteration 158Q: 3 clusters Score -3739438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3739438.750000 Penalty: 4912.625488
	Iteration 159Q: 3 clusters Score -3739439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3739440.000000 Penalty: 4912.625488
	Iteration 160F: 3 clusters Score -3739440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3739446.500000 Penalty: 4912.625488
	Iteration 161Q: 3 clusters Score -3739446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3739455.500000 Penalty: 4912.625488
	Iteration 162Q: 3 clusters Score -3739456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3739444.000000 Penalty: 4912.625488
	Iteration 163Q: 3 clusters Score -3739444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3739448.750000 Penalty: 4912.625488
	Iteration 164Q: 3 clusters Score -3739449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3739457.750000 Penalty: 4912.625488
	Iteration 165Q: 3 clusters Score -3739458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3739452.500000 Penalty: 4912.625488
	Iteration 166Q: 3 clusters Score -3739452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3739454.000000 Penalty: 4912.625488
	Iteration 167Q: 3 clusters Score -3739454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3739457.250000 Penalty: 4912.625488
	Iteration 168Q: 3 clusters Score -3739457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3739461.000000 Penalty: 4912.625488
	Iteration 169Q: 3 clusters Score -3739461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3739463.250000 Penalty: 4912.625488
	Iteration 170Q: 3 clusters Score -3739463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3739465.000000 Penalty: 4912.625488
	Iteration 171Q: 3 clusters Score -3739465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3739462.750000 Penalty: 4912.625488
	Iteration 172Q: 3 clusters Score -3739463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3739469.000000 Penalty: 4912.625488
	Iteration 173Q: 3 clusters Score -3739469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3739474.500000 Penalty: 4912.625488
	Iteration 174Q: 3 clusters Score -3739474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3739477.250000 Penalty: 4912.625488
	Iteration 175Q: 3 clusters Score -3739477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3739476.500000 Penalty: 4912.625488
	Iteration 176Q: 3 clusters Score -3739476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3739482.500000 Penalty: 4912.625488
	Iteration 177Q: 3 clusters Score -3739482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3739482.250000 Penalty: 4912.625488
	Iteration 178Q: 3 clusters Score -3739482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3739484.750000 Penalty: 4912.625488
	Iteration 179Q: 3 clusters Score -3739485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3739479.000000 Penalty: 4912.625488
	Iteration 180F: 3 clusters Score -3739479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3739479.000000 Penalty: 4912.625488
	Iteration 181Q: 3 clusters Score -3739479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3739481.000000 Penalty: 4912.625488
	Iteration 182Q: 3 clusters Score -3739481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3739481.750000 Penalty: 4912.625488
	Iteration 183Q: 3 clusters Score -3739482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3739487.750000 Penalty: 4912.625488
	Iteration 184Q: 3 clusters Score -3739488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3739491.000000 Penalty: 4912.625488
	Iteration 185Q: 3 clusters Score -3739491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3739498.000000 Penalty: 4912.625488
	Iteration 186Q: 3 clusters Score -3739498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3739507.750000 Penalty: 4912.625488
	Iteration 187Q: 3 clusters Score -3739508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3739508.750000 Penalty: 4912.625488
	Iteration 188Q: 3 clusters Score -3739509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3739517.500000 Penalty: 4912.625488
	Iteration 189Q: 3 clusters Score -3739518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3739513.500000 Penalty: 4912.625488
	Iteration 190Q: 3 clusters Score -3739514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3739518.750000 Penalty: 4912.625488
	Iteration 191Q: 3 clusters Score -3739519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3739523.750000 Penalty: 4912.625488
	Iteration 192Q: 3 clusters Score -3739524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3739530.250000 Penalty: 4912.625488
	Iteration 193Q: 3 clusters Score -3739530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3739529.250000 Penalty: 4912.625488
	Iteration 194Q: 3 clusters Score -3739529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3739529.750000 Penalty: 4912.625488
	Iteration 195Q: 3 clusters Score -3739530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3739527.500000 Penalty: 4912.625488
	Iteration 196Q: 3 clusters Score -3739528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3739525.750000 Penalty: 4912.625488
	Iteration 197Q: 3 clusters Score -3739526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3739525.250000 Penalty: 4912.625488
	Iteration 198Q: 3 clusters Score -3739525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3739527.500000 Penalty: 4912.625488
	Iteration 199Q: 3 clusters Score -3739528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3739528.750000 Penalty: 4912.625488
	Iteration 200F: 3 clusters Score -3739529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3739528.000000 Penalty: 4912.625488
	Iteration 201Q: 3 clusters Score -3739528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3739531.750000 Penalty: 4912.625488
	Iteration 202Q: 3 clusters Score -3739532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3739533.250000 Penalty: 4912.625488
	Iteration 203Q: 3 clusters Score -3739533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3739534.000000 Penalty: 4912.625488
	Iteration 204Q: 3 clusters Score -3739534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3739531.750000 Penalty: 4912.625488
	Iteration 205Q: 3 clusters Score -3739532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3739533.250000 Penalty: 4912.625488
	Iteration 206Q: 3 clusters Score -3739533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3739533.250000 Penalty: 4912.625488
	Iteration 207Q: 3 clusters Score -3739533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3739533.250000 Penalty: 4912.625488
	Iteration 208F: 3 clusters Score -3739533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Entering Unmasked Estep 
Score: -3586770.750000 Penalty: 2444.529297
	Iteration 0F: 2 clusters Score -3586771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3573530.750000 Penalty: 4889.058594
	Iteration 0F: 3 clusters Score -3573531 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3578027.500000 Penalty: 4889.058594
	Iteration 1F: 3 clusters Score -3578028 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3578361.000000 Penalty: 4889.058594
	Iteration 2F: 3 clusters Score -3578361 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3578603.500000 Penalty: 4889.058594
	Iteration 3Q: 3 clusters Score -3578604 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3578804.250000 Penalty: 4889.058594
	Iteration 4Q: 3 clusters Score -3578804 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3578973.750000 Penalty: 4889.058594
	Iteration 5Q: 3 clusters Score -3578974 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3579118.000000 Penalty: 4889.058594
	Iteration 6Q: 3 clusters Score -3579118 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3579246.000000 Penalty: 4889.058594
	Iteration 7Q: 3 clusters Score -3579246 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3579384.000000 Penalty: 4889.058594
	Iteration 8Q: 3 clusters Score -3579384 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3579524.250000 Penalty: 4889.058594
	Iteration 9Q: 3 clusters Score -3579524 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3579701.750000 Penalty: 4889.058594
	Iteration 10Q: 3 clusters Score -3579702 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3579948.000000 Penalty: 4889.058594
	Iteration 11Q: 3 clusters Score -3579948 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3580290.750000 Penalty: 4889.058594
	Iteration 12Q: 3 clusters Score -3580291 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3580758.000000 Penalty: 4889.058594
	Iteration 13Q: 3 clusters Score -3580758 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3581443.500000 Penalty: 4889.058594
	Iteration 14F: 3 clusters Score -3581444 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3582274.000000 Penalty: 4889.058594
	Iteration 15F: 3 clusters Score -3582274 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3583095.750000 Penalty: 4889.058594
	Iteration 16F: 3 clusters Score -3583096 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3583765.250000 Penalty: 4889.058594
	Iteration 17Q: 3 clusters Score -3583765 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3584171.250000 Penalty: 4889.058594
	Iteration 18Q: 3 clusters Score -3584171 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3584433.500000 Penalty: 4889.058594
	Iteration 19Q: 3 clusters Score -3584434 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3584540.000000 Penalty: 4889.058594
	Iteration 20F: 3 clusters Score -3584540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3584599.000000 Penalty: 4889.058594
	Iteration 21Q: 3 clusters Score -3584599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3584645.500000 Penalty: 4889.058594
	Iteration 22Q: 3 clusters Score -3584646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3584659.000000 Penalty: 4889.058594
	Iteration 23Q: 3 clusters Score -3584659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3584676.750000 Penalty: 4889.058594
	Iteration 24Q: 3 clusters Score -3584677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3584686.250000 Penalty: 4889.058594
	Iteration 25Q: 3 clusters Score -3584686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3584689.250000 Penalty: 4889.058594
	Iteration 26Q: 3 clusters Score -3584689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3584695.000000 Penalty: 4889.058594
	Iteration 27Q: 3 clusters Score -3584695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3584703.500000 Penalty: 4889.058594
	Iteration 28Q: 3 clusters Score -3584704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3584711.000000 Penalty: 4889.058594
	Iteration 29Q: 3 clusters Score -3584711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3584718.000000 Penalty: 4889.058594
	Iteration 30Q: 3 clusters Score -3584718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3584724.000000 Penalty: 4889.058594
	Iteration 31Q: 3 clusters Score -3584724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3584726.500000 Penalty: 4889.058594
	Iteration 32Q: 3 clusters Score -3584726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3584728.750000 Penalty: 4889.058594
	Iteration 33Q: 3 clusters Score -3584729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3584728.750000 Penalty: 4889.058594
	Iteration 34Q: 3 clusters Score -3584729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3584728.750000 Penalty: 4889.058594
	Iteration 35F: 3 clusters Score -3584729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Entering Unmasked Estep 
Score: -2663351.250000 Penalty: 2356.004883
	Iteration 0F: 2 clusters Score -2663351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2654441.250000 Penalty: 4712.009766
	Iteration 0F: 3 clusters Score -2654441 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2657424.750000 Penalty: 4712.009766
	Iteration 1F: 3 clusters Score -2657425 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2657830.000000 Penalty: 4712.009766
	Iteration 2F: 3 clusters Score -2657830 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2658130.250000 Penalty: 4712.009766
	Iteration 3F: 3 clusters Score -2658130 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2658391.500000 Penalty: 4712.009766
	Iteration 4Q: 3 clusters Score -2658392 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2658634.000000 Penalty: 4712.009766
	Iteration 5Q: 3 clusters Score -2658634 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2658900.000000 Penalty: 4712.009766
	Iteration 6Q: 3 clusters Score -2658900 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2659211.500000 Penalty: 4712.009766
	Iteration 7Q: 3 clusters Score -2659212 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2659541.250000 Penalty: 4712.009766
	Iteration 8Q: 3 clusters Score -2659541 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2659843.500000 Penalty: 4712.009766
	Iteration 9Q: 3 clusters Score -2659844 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2660120.000000 Penalty: 4712.009766
	Iteration 10Q: 3 clusters Score -2660120 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2660383.500000 Penalty: 4712.009766
	Iteration 11Q: 3 clusters Score -2660384 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2660604.750000 Penalty: 4712.009766
	Iteration 12Q: 3 clusters Score -2660605 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2660822.000000 Penalty: 4712.009766
	Iteration 13Q: 3 clusters Score -2660822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2660992.750000 Penalty: 4712.009766
	Iteration 14Q: 3 clusters Score -2660993 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2661117.250000 Penalty: 4712.009766
	Iteration 15Q: 3 clusters Score -2661117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2661213.250000 Penalty: 4712.009766
	Iteration 16Q: 3 clusters Score -2661213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2661261.750000 Penalty: 4712.009766
	Iteration 17Q: 3 clusters Score -2661262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2661283.250000 Penalty: 4712.009766
	Iteration 18Q: 3 clusters Score -2661283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2661297.750000 Penalty: 4712.009766
	Iteration 19Q: 3 clusters Score -2661298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2661307.750000 Penalty: 4712.009766
	Iteration 20F: 3 clusters Score -2661308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2661316.500000 Penalty: 4712.009766
	Iteration 21Q: 3 clusters Score -2661316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2661322.500000 Penalty: 4712.009766
	Iteration 22Q: 3 clusters Score -2661322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2661332.500000 Penalty: 4712.009766
	Iteration 23Q: 3 clusters Score -2661332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2661338.750000 Penalty: 4712.009766
	Iteration 24Q: 3 clusters Score -2661339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2661349.500000 Penalty: 4712.009766
	Iteration 25Q: 3 clusters Score -2661350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2661352.500000 Penalty: 4712.009766
	Iteration 26Q: 3 clusters Score -2661352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2661359.750000 Penalty: 4712.009766
	Iteration 27Q: 3 clusters Score -2661360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2661363.250000 Penalty: 4712.009766
	Iteration 28Q: 3 clusters Score -2661363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2661363.250000 Penalty: 4712.009766
	Iteration 29F: 3 clusters Score -2661363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -175200.625000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175200.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -175544.812500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175544.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -175712.406250 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175712.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175806.906250 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175806.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175843.484375 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175843.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175872.656250 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175872.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -175895.203125 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -175910.843750 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175926.562500 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175940.593750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -175940.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -175950.859375 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -175950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -175963.734375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -175963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -175982.890625 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -175982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175992.703125 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -175992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175997.640625 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -175997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176001.812500 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -176001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -176003.796875 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -176003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176008.546875 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -176008.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -176009.609375 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -176009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176011.140625 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -176011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -176011.140625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Entering Unmasked Estep 
Score: -3527548.000000 Penalty: 2440.548340
	Iteration 0F: 2 clusters Score -3527548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3514514.500000 Penalty: 4881.096680
	Iteration 0F: 3 clusters Score -3514514 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3518906.500000 Penalty: 4881.096680
	Iteration 1F: 3 clusters Score -3518906 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3519342.000000 Penalty: 4881.096680
	Iteration 2F: 3 clusters Score -3519342 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3519724.000000 Penalty: 4881.096680
	Iteration 3Q: 3 clusters Score -3519724 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3520069.000000 Penalty: 4881.096680
	Iteration 4Q: 3 clusters Score -3520069 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3520473.000000 Penalty: 4881.096680
	Iteration 5Q: 3 clusters Score -3520473 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3520925.250000 Penalty: 4881.096680
	Iteration 6Q: 3 clusters Score -3520925 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3521433.500000 Penalty: 4881.096680
	Iteration 7Q: 3 clusters Score -3521434 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3521955.750000 Penalty: 4881.096680
	Iteration 8Q: 3 clusters Score -3521956 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3522523.250000 Penalty: 4881.096680
	Iteration 9Q: 3 clusters Score -3522523 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3523075.750000 Penalty: 4881.096680
	Iteration 10Q: 3 clusters Score -3523076 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3523570.000000 Penalty: 4881.096680
	Iteration 11Q: 3 clusters Score -3523570 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3523981.750000 Penalty: 4881.096680
	Iteration 12Q: 3 clusters Score -3523982 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3524319.000000 Penalty: 4881.096680
	Iteration 13Q: 3 clusters Score -3524319 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3524576.000000 Penalty: 4881.096680
	Iteration 14Q: 3 clusters Score -3524576 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3524790.500000 Penalty: 4881.096680
	Iteration 15Q: 3 clusters Score -3524790 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3524983.000000 Penalty: 4881.096680
	Iteration 16Q: 3 clusters Score -3524983 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3525077.750000 Penalty: 4881.096680
	Iteration 17Q: 3 clusters Score -3525078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3525174.750000 Penalty: 4881.096680
	Iteration 18Q: 3 clusters Score -3525175 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3525228.250000 Penalty: 4881.096680
	Iteration 19Q: 3 clusters Score -3525228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3525288.000000 Penalty: 4881.096680
	Iteration 20F: 3 clusters Score -3525288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3525332.750000 Penalty: 4881.096680
	Iteration 21Q: 3 clusters Score -3525333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3525359.000000 Penalty: 4881.096680
	Iteration 22Q: 3 clusters Score -3525359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3525386.750000 Penalty: 4881.096680
	Iteration 23Q: 3 clusters Score -3525387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3525403.500000 Penalty: 4881.096680
	Iteration 24Q: 3 clusters Score -3525404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3525411.250000 Penalty: 4881.096680
	Iteration 25Q: 3 clusters Score -3525411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3525416.750000 Penalty: 4881.096680
	Iteration 26Q: 3 clusters Score -3525417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3525429.750000 Penalty: 4881.096680
	Iteration 27Q: 3 clusters Score -3525430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3525438.750000 Penalty: 4881.096680
	Iteration 28Q: 3 clusters Score -3525439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3525437.500000 Penalty: 4881.096680
	Iteration 29Q: 3 clusters Score -3525438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3525443.000000 Penalty: 4881.096680
	Iteration 30Q: 3 clusters Score -3525443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3525440.250000 Penalty: 4881.096680
	Iteration 31Q: 3 clusters Score -3525440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3525460.500000 Penalty: 4881.096680
	Iteration 32Q: 3 clusters Score -3525460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3525476.750000 Penalty: 4881.096680
	Iteration 33Q: 3 clusters Score -3525477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3525482.250000 Penalty: 4881.096680
	Iteration 34Q: 3 clusters Score -3525482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3525483.500000 Penalty: 4881.096680
	Iteration 35Q: 3 clusters Score -3525484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3525488.000000 Penalty: 4881.096680
	Iteration 36Q: 3 clusters Score -3525488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3525487.250000 Penalty: 4881.096680
	Iteration 37Q: 3 clusters Score -3525487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3525487.250000 Penalty: 4881.096680
	Iteration 38F: 3 clusters Score -3525487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -214036.859375 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -214036.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -211976.421875 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -211976.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -212294.375000 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -212294.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -212391.750000 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -212391.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -212452.156250 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -212452.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212502.000000 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -212502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -212523.203125 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -212523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -212541.031250 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -212541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -212554.171875 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -212554.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212569.093750 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -212569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -212595.453125 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -212595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -212624.484375 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -212624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -212647.937500 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -212647.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -212681.703125 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -212681.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -212724.609375 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -212724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -212781.750000 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -212781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -212852.406250 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -212852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -212920.140625 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -212920.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -212963.140625 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -212963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -212992.328125 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -212992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -213009.984375 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -213010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -213028.734375 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -213028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -213044.515625 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -213044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -213069.843750 Penalty: 3500.717529
	Iteration 22Q: 3 clusters Score -213069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -213092.390625 Penalty: 3500.717529
	Iteration 23Q: 3 clusters Score -213092.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -213122.890625 Penalty: 3500.717529
	Iteration 24Q: 3 clusters Score -213122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -213135.203125 Penalty: 3500.717529
	Iteration 25Q: 3 clusters Score -213135.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -213156.343750 Penalty: 3500.717529
	Iteration 26Q: 3 clusters Score -213156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -213188.578125 Penalty: 3500.717529
	Iteration 27Q: 3 clusters Score -213188.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -213223.375000 Penalty: 3500.717529
	Iteration 28Q: 3 clusters Score -213223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -213252.687500 Penalty: 3500.717529
	Iteration 29Q: 3 clusters Score -213252.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -213278.078125 Penalty: 3500.717529
	Iteration 30Q: 3 clusters Score -213278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -213302.328125 Penalty: 3500.717529
	Iteration 31Q: 3 clusters Score -213302.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -213323.562500 Penalty: 3500.717529
	Iteration 32Q: 3 clusters Score -213323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -213341.078125 Penalty: 3500.717529
	Iteration 33Q: 3 clusters Score -213341.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -213355.500000 Penalty: 3500.717529
	Iteration 34Q: 3 clusters Score -213355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -213379.296875 Penalty: 3500.717529
	Iteration 35Q: 3 clusters Score -213379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213390.609375 Penalty: 3500.717529
	Iteration 36Q: 3 clusters Score -213390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -213400.546875 Penalty: 3500.717529
	Iteration 37Q: 3 clusters Score -213400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -213411.828125 Penalty: 3500.717529
	Iteration 38Q: 3 clusters Score -213411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -213420.734375 Penalty: 3500.717529
	Iteration 39Q: 3 clusters Score -213420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213427.890625 Penalty: 3500.717529
	Iteration 40F: 3 clusters Score -213427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -213430.531250 Penalty: 3500.717529
	Iteration 41Q: 3 clusters Score -213430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213434.671875 Penalty: 3500.717529
	Iteration 42Q: 3 clusters Score -213434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -213440.453125 Penalty: 3500.717529
	Iteration 43Q: 3 clusters Score -213440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -213443.015625 Penalty: 3500.717529
	Iteration 44Q: 3 clusters Score -213443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -213444.015625 Penalty: 3500.717529
	Iteration 45Q: 3 clusters Score -213444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -213450.656250 Penalty: 3500.717529
	Iteration 46Q: 3 clusters Score -213450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -213454.640625 Penalty: 3500.717529
	Iteration 47Q: 3 clusters Score -213454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213456.812500 Penalty: 3500.717529
	Iteration 48Q: 3 clusters Score -213456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -213461.156250 Penalty: 3500.717529
	Iteration 49Q: 3 clusters Score -213461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -213464.937500 Penalty: 3500.717529
	Iteration 50Q: 3 clusters Score -213464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -213464.937500 Penalty: 3500.717529
	Iteration 51F: 3 clusters Score -213464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -1875269.625000 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -1875270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1867885.500000 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -1867886 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1869933.500000 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -1869934 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1870228.625000 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -1870229 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1870430.750000 Penalty: 4541.371094
	Iteration 3Q: 3 clusters Score -1870431 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1870588.500000 Penalty: 4541.371094
	Iteration 4Q: 3 clusters Score -1870588 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1870742.125000 Penalty: 4541.371094
	Iteration 5Q: 3 clusters Score -1870742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1870861.125000 Penalty: 4541.371094
	Iteration 6Q: 3 clusters Score -1870861 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1870984.625000 Penalty: 4541.371094
	Iteration 7Q: 3 clusters Score -1870985 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1871103.000000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -1871103 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1871246.250000 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -1871246 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1871428.500000 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -1871428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1871594.000000 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -1871594 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1871770.625000 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -1871771 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1871952.750000 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -1871953 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1872155.000000 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -1872155 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1872343.125000 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -1872343 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1872504.875000 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -1872505 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1872648.750000 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -1872649 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1872774.125000 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -1872774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1872867.125000 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -1872867 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1872953.750000 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -1872954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1873025.500000 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -1873026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1873076.250000 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -1873076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1873122.875000 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -1873123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1873159.125000 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -1873159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1873187.125000 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -1873187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1873206.250000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -1873206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1873217.500000 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -1873218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1873226.000000 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -1873226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1873237.375000 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -1873237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1873245.875000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -1873246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1873250.625000 Penalty: 4541.371094
	Iteration 31Q: 3 clusters Score -1873251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1873258.625000 Penalty: 4541.371094
	Iteration 32Q: 3 clusters Score -1873259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1873258.750000 Penalty: 4541.371094
	Iteration 33Q: 3 clusters Score -1873259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1873263.375000 Penalty: 4541.371094
	Iteration 34Q: 3 clusters Score -1873263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1873266.375000 Penalty: 4541.371094
	Iteration 35Q: 3 clusters Score -1873266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1873265.625000 Penalty: 4541.371094
	Iteration 36Q: 3 clusters Score -1873266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1873270.375000 Penalty: 4541.371094
	Iteration 37Q: 3 clusters Score -1873270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1873272.750000 Penalty: 4541.371094
	Iteration 38Q: 3 clusters Score -1873273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1873274.500000 Penalty: 4541.371094
	Iteration 39Q: 3 clusters Score -1873274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1873274.125000 Penalty: 4541.371094
	Iteration 40F: 3 clusters Score -1873274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1873275.875000 Penalty: 4541.371094
	Iteration 41Q: 3 clusters Score -1873276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1873278.750000 Penalty: 4541.371094
	Iteration 42Q: 3 clusters Score -1873279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1873279.875000 Penalty: 4541.371094
	Iteration 43Q: 3 clusters Score -1873280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1873280.500000 Penalty: 4541.371094
	Iteration 44Q: 3 clusters Score -1873280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1873279.125000 Penalty: 4541.371094
	Iteration 45Q: 3 clusters Score -1873279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1873285.750000 Penalty: 4541.371094
	Iteration 46Q: 3 clusters Score -1873286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1873292.125000 Penalty: 4541.371094
	Iteration 47Q: 3 clusters Score -1873292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1873296.625000 Penalty: 4541.371094
	Iteration 48Q: 3 clusters Score -1873297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1873298.625000 Penalty: 4541.371094
	Iteration 49Q: 3 clusters Score -1873299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1873303.875000 Penalty: 4541.371094
	Iteration 50Q: 3 clusters Score -1873304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1873303.875000 Penalty: 4541.371094
	Iteration 51F: 3 clusters Score -1873304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17550.201172 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17684.740234 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17684.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17692.019531 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -17692.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17692.019531 Penalty: 2507.897949
	Iteration 3F: 3 clusters Score -17692.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Entering Unmasked Estep 
Score: -909393.812500 Penalty: 2109.721436
	Iteration 0F: 2 clusters Score -909393.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -904859.687500 Penalty: 4219.442871
	Iteration 0F: 3 clusters Score -904859.7 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -905934.062500 Penalty: 4219.442871
	Iteration 1F: 3 clusters Score -905934.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -906166.375000 Penalty: 4219.442871
	Iteration 2F: 3 clusters Score -906166.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -906325.187500 Penalty: 4219.442871
	Iteration 3F: 3 clusters Score -906325.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -906446.562500 Penalty: 4219.442871
	Iteration 4Q: 3 clusters Score -906446.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -906535.062500 Penalty: 4219.442871
	Iteration 5Q: 3 clusters Score -906535.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -906607.875000 Penalty: 4219.442871
	Iteration 6Q: 3 clusters Score -906607.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -906681.812500 Penalty: 4219.442871
	Iteration 7Q: 3 clusters Score -906681.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -906749.437500 Penalty: 4219.442871
	Iteration 8Q: 3 clusters Score -906749.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -906825.250000 Penalty: 4219.442871
	Iteration 9Q: 3 clusters Score -906825.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -906914.687500 Penalty: 4219.442871
	Iteration 10Q: 3 clusters Score -906914.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -907003.062500 Penalty: 4219.442871
	Iteration 11Q: 3 clusters Score -907003.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -907095.187500 Penalty: 4219.442871
	Iteration 12Q: 3 clusters Score -907095.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -907209.437500 Penalty: 4219.442871
	Iteration 13Q: 3 clusters Score -907209.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -907318.625000 Penalty: 4219.442871
	Iteration 14Q: 3 clusters Score -907318.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -907429.812500 Penalty: 4219.442871
	Iteration 15Q: 3 clusters Score -907429.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -907549.937500 Penalty: 4219.442871
	Iteration 16Q: 3 clusters Score -907549.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -907676.562500 Penalty: 4219.442871
	Iteration 17Q: 3 clusters Score -907676.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -907765.875000 Penalty: 4219.442871
	Iteration 18Q: 3 clusters Score -907765.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -907819.812500 Penalty: 4219.442871
	Iteration 19Q: 3 clusters Score -907819.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -907853.562500 Penalty: 4219.442871
	Iteration 20F: 3 clusters Score -907853.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -907873.000000 Penalty: 4219.442871
	Iteration 21Q: 3 clusters Score -907873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -907883.812500 Penalty: 4219.442871
	Iteration 22Q: 3 clusters Score -907883.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -907889.125000 Penalty: 4219.442871
	Iteration 23Q: 3 clusters Score -907889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -907892.937500 Penalty: 4219.442871
	Iteration 24Q: 3 clusters Score -907892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -907899.000000 Penalty: 4219.442871
	Iteration 25Q: 3 clusters Score -907899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -907901.312500 Penalty: 4219.442871
	Iteration 26Q: 3 clusters Score -907901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -907904.062500 Penalty: 4219.442871
	Iteration 27Q: 3 clusters Score -907904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -907905.312500 Penalty: 4219.442871
	Iteration 28Q: 3 clusters Score -907905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -907906.875000 Penalty: 4219.442871
	Iteration 29Q: 3 clusters Score -907906.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -907908.375000 Penalty: 4219.442871
	Iteration 30Q: 3 clusters Score -907908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -907906.250000 Penalty: 4219.442871
	Iteration 31Q: 3 clusters Score -907906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -907906.875000 Penalty: 4219.442871
	Iteration 32Q: 3 clusters Score -907906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -907910.875000 Penalty: 4219.442871
	Iteration 33Q: 3 clusters Score -907910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -907911.562500 Penalty: 4219.442871
	Iteration 34Q: 3 clusters Score -907911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -907911.062500 Penalty: 4219.442871
	Iteration 35Q: 3 clusters Score -907911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -907910.312500 Penalty: 4219.442871
	Iteration 36Q: 3 clusters Score -907910.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -907910.312500 Penalty: 4219.442871
	Iteration 37F: 3 clusters Score -907910.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Entering Unmasked Estep 
Score: -2337473.250000 Penalty: 2325.170166
	Iteration 0F: 2 clusters Score -2337473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2328843.250000 Penalty: 4650.340332
	Iteration 0F: 3 clusters Score -2328843 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2331421.000000 Penalty: 4650.340332
	Iteration 1F: 3 clusters Score -2331421 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2331707.750000 Penalty: 4650.340332
	Iteration 2F: 3 clusters Score -2331708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2331911.250000 Penalty: 4650.340332
	Iteration 3Q: 3 clusters Score -2331911 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2332053.500000 Penalty: 4650.340332
	Iteration 4Q: 3 clusters Score -2332054 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2332175.000000 Penalty: 4650.340332
	Iteration 5Q: 3 clusters Score -2332175 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2332282.000000 Penalty: 4650.340332
	Iteration 6Q: 3 clusters Score -2332282 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2332430.250000 Penalty: 4650.340332
	Iteration 7Q: 3 clusters Score -2332430 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2332616.750000 Penalty: 4650.340332
	Iteration 8Q: 3 clusters Score -2332617 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2332838.250000 Penalty: 4650.340332
	Iteration 9Q: 3 clusters Score -2332838 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2333106.500000 Penalty: 4650.340332
	Iteration 10Q: 3 clusters Score -2333106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2333431.500000 Penalty: 4650.340332
	Iteration 11Q: 3 clusters Score -2333432 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2333796.250000 Penalty: 4650.340332
	Iteration 12Q: 3 clusters Score -2333796 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2334198.250000 Penalty: 4650.340332
	Iteration 13Q: 3 clusters Score -2334198 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2334555.750000 Penalty: 4650.340332
	Iteration 14Q: 3 clusters Score -2334556 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2334813.500000 Penalty: 4650.340332
	Iteration 15Q: 3 clusters Score -2334814 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2335039.750000 Penalty: 4650.340332
	Iteration 16Q: 3 clusters Score -2335040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2335182.000000 Penalty: 4650.340332
	Iteration 17Q: 3 clusters Score -2335182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2335275.500000 Penalty: 4650.340332
	Iteration 18Q: 3 clusters Score -2335276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2335341.500000 Penalty: 4650.340332
	Iteration 19Q: 3 clusters Score -2335342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2335380.000000 Penalty: 4650.340332
	Iteration 20F: 3 clusters Score -2335380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2335400.250000 Penalty: 4650.340332
	Iteration 21Q: 3 clusters Score -2335400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2335425.750000 Penalty: 4650.340332
	Iteration 22Q: 3 clusters Score -2335426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2335448.000000 Penalty: 4650.340332
	Iteration 23Q: 3 clusters Score -2335448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2335462.250000 Penalty: 4650.340332
	Iteration 24Q: 3 clusters Score -2335462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2335466.000000 Penalty: 4650.340332
	Iteration 25Q: 3 clusters Score -2335466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2335471.250000 Penalty: 4650.340332
	Iteration 26Q: 3 clusters Score -2335471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2335477.250000 Penalty: 4650.340332
	Iteration 27Q: 3 clusters Score -2335477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2335483.500000 Penalty: 4650.340332
	Iteration 28Q: 3 clusters Score -2335484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2335485.000000 Penalty: 4650.340332
	Iteration 29Q: 3 clusters Score -2335485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2335486.500000 Penalty: 4650.340332
	Iteration 30Q: 3 clusters Score -2335486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2335490.500000 Penalty: 4650.340332
	Iteration 31Q: 3 clusters Score -2335490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2335490.750000 Penalty: 4650.340332
	Iteration 32Q: 3 clusters Score -2335491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2335490.750000 Penalty: 4650.340332
	Iteration 33Q: 3 clusters Score -2335491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2335491.500000 Penalty: 4650.340332
	Iteration 34Q: 3 clusters Score -2335492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2335491.500000 Penalty: 4650.340332
	Iteration 35F: 3 clusters Score -2335492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Entering Unmasked Estep 
Score: -3464333.750000 Penalty: 2435.992188
	Iteration 0F: 2 clusters Score -3464334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3451418.750000 Penalty: 4871.984375
	Iteration 0F: 3 clusters Score -3451419 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3455700.250000 Penalty: 4871.984375
	Iteration 1F: 3 clusters Score -3455700 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3456124.750000 Penalty: 4871.984375
	Iteration 2F: 3 clusters Score -3456125 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3456455.000000 Penalty: 4871.984375
	Iteration 3Q: 3 clusters Score -3456455 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3456712.250000 Penalty: 4871.984375
	Iteration 4Q: 3 clusters Score -3456712 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3456967.000000 Penalty: 4871.984375
	Iteration 5Q: 3 clusters Score -3456967 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3457179.250000 Penalty: 4871.984375
	Iteration 6Q: 3 clusters Score -3457179 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3457382.500000 Penalty: 4871.984375
	Iteration 7Q: 3 clusters Score -3457382 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3457573.250000 Penalty: 4871.984375
	Iteration 8Q: 3 clusters Score -3457573 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3457754.500000 Penalty: 4871.984375
	Iteration 9Q: 3 clusters Score -3457754 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3457953.500000 Penalty: 4871.984375
	Iteration 10Q: 3 clusters Score -3457954 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3458182.000000 Penalty: 4871.984375
	Iteration 11Q: 3 clusters Score -3458182 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3458496.500000 Penalty: 4871.984375
	Iteration 12Q: 3 clusters Score -3458496 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3458916.750000 Penalty: 4871.984375
	Iteration 13Q: 3 clusters Score -3458917 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3459467.750000 Penalty: 4871.984375
	Iteration 14Q: 3 clusters Score -3459468 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3460106.500000 Penalty: 4871.984375
	Iteration 15Q: 3 clusters Score -3460106 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3460551.500000 Penalty: 4871.984375
	Iteration 16Q: 3 clusters Score -3460552 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3460763.250000 Penalty: 4871.984375
	Iteration 17Q: 3 clusters Score -3460763 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3460845.000000 Penalty: 4871.984375
	Iteration 18Q: 3 clusters Score -3460845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3460917.750000 Penalty: 4871.984375
	Iteration 19Q: 3 clusters Score -3460918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3460975.000000 Penalty: 4871.984375
	Iteration 20F: 3 clusters Score -3460975 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3461000.750000 Penalty: 4871.984375
	Iteration 21Q: 3 clusters Score -3461001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3461023.500000 Penalty: 4871.984375
	Iteration 22Q: 3 clusters Score -3461024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3461040.500000 Penalty: 4871.984375
	Iteration 23Q: 3 clusters Score -3461040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3461062.000000 Penalty: 4871.984375
	Iteration 24Q: 3 clusters Score -3461062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3461075.000000 Penalty: 4871.984375
	Iteration 25Q: 3 clusters Score -3461075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3461083.000000 Penalty: 4871.984375
	Iteration 26Q: 3 clusters Score -3461083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3461080.750000 Penalty: 4871.984375
	Iteration 27Q: 3 clusters Score -3461081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3461074.750000 Penalty: 4871.984375
	Iteration 28Q: 3 clusters Score -3461075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3461090.750000 Penalty: 4871.984375
	Iteration 29Q: 3 clusters Score -3461091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3461098.250000 Penalty: 4871.984375
	Iteration 30Q: 3 clusters Score -3461098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3461106.500000 Penalty: 4871.984375
	Iteration 31Q: 3 clusters Score -3461106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3461107.000000 Penalty: 4871.984375
	Iteration 32Q: 3 clusters Score -3461107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3461110.750000 Penalty: 4871.984375
	Iteration 33Q: 3 clusters Score -3461111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3461105.250000 Penalty: 4871.984375
	Iteration 34Q: 3 clusters Score -3461105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3461112.000000 Penalty: 4871.984375
	Iteration 35Q: 3 clusters Score -3461112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3461110.250000 Penalty: 4871.984375
	Iteration 36Q: 3 clusters Score -3461110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3461109.750000 Penalty: 4871.984375
	Iteration 37Q: 3 clusters Score -3461110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3461117.750000 Penalty: 4871.984375
	Iteration 38Q: 3 clusters Score -3461118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3461121.250000 Penalty: 4871.984375
	Iteration 39Q: 3 clusters Score -3461121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -3461122.250000 Penalty: 4871.984375
	Iteration 40F: 3 clusters Score -3461122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3461129.000000 Penalty: 4871.984375
	Iteration 41Q: 3 clusters Score -3461129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3461133.250000 Penalty: 4871.984375
	Iteration 42Q: 3 clusters Score -3461133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3461137.500000 Penalty: 4871.984375
	Iteration 43Q: 3 clusters Score -3461138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3461142.500000 Penalty: 4871.984375
	Iteration 44Q: 3 clusters Score -3461142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3461137.750000 Penalty: 4871.984375
	Iteration 45Q: 3 clusters Score -3461138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3461143.250000 Penalty: 4871.984375
	Iteration 46Q: 3 clusters Score -3461143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3461150.000000 Penalty: 4871.984375
	Iteration 47Q: 3 clusters Score -3461150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3461145.000000 Penalty: 4871.984375
	Iteration 48Q: 3 clusters Score -3461145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3461147.000000 Penalty: 4871.984375
	Iteration 49Q: 3 clusters Score -3461147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3461157.500000 Penalty: 4871.984375
	Iteration 50Q: 3 clusters Score -3461158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3461157.250000 Penalty: 4871.984375
	Iteration 51Q: 3 clusters Score -3461157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3461161.750000 Penalty: 4871.984375
	Iteration 52Q: 3 clusters Score -3461162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3461160.250000 Penalty: 4871.984375
	Iteration 53Q: 3 clusters Score -3461160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3461162.000000 Penalty: 4871.984375
	Iteration 54Q: 3 clusters Score -3461162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3461164.500000 Penalty: 4871.984375
	Iteration 55Q: 3 clusters Score -3461164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3461164.500000 Penalty: 4871.984375
	Iteration 56F: 3 clusters Score -3461164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Entering Unmasked Estep 
Score: -3978067.750000 Penalty: 2474.668457
	Iteration 0F: 2 clusters Score -3978068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3963119.250000 Penalty: 4949.336914
	Iteration 0F: 3 clusters Score -3963119 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3968090.000000 Penalty: 4949.336914
	Iteration 1F: 3 clusters Score -3968090 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3968473.250000 Penalty: 4949.336914
	Iteration 2F: 3 clusters Score -3968473 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3968765.500000 Penalty: 4949.336914
	Iteration 3Q: 3 clusters Score -3968766 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3969004.000000 Penalty: 4949.336914
	Iteration 4Q: 3 clusters Score -3969004 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3969179.000000 Penalty: 4949.336914
	Iteration 5Q: 3 clusters Score -3969179 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3969335.000000 Penalty: 4949.336914
	Iteration 6Q: 3 clusters Score -3969335 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3969476.750000 Penalty: 4949.336914
	Iteration 7Q: 3 clusters Score -3969477 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3969638.000000 Penalty: 4949.336914
	Iteration 8Q: 3 clusters Score -3969638 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3969816.000000 Penalty: 4949.336914
	Iteration 9Q: 3 clusters Score -3969816 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3970021.250000 Penalty: 4949.336914
	Iteration 10Q: 3 clusters Score -3970021 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3970291.500000 Penalty: 4949.336914
	Iteration 11Q: 3 clusters Score -3970292 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3970671.250000 Penalty: 4949.336914
	Iteration 12Q: 3 clusters Score -3970671 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3971171.000000 Penalty: 4949.336914
	Iteration 13Q: 3 clusters Score -3971171 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3971849.750000 Penalty: 4949.336914
	Iteration 14Q: 3 clusters Score -3971850 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3972676.000000 Penalty: 4949.336914
	Iteration 15Q: 3 clusters Score -3972676 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3973653.250000 Penalty: 4949.336914
	Iteration 16Q: 3 clusters Score -3973653 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3974520.500000 Penalty: 4949.336914
	Iteration 17Q: 3 clusters Score -3974520 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3975135.500000 Penalty: 4949.336914
	Iteration 18Q: 3 clusters Score -3975136 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3975455.750000 Penalty: 4949.336914
	Iteration 19Q: 3 clusters Score -3975456 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3975630.000000 Penalty: 4949.336914
	Iteration 20F: 3 clusters Score -3975630 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3975779.750000 Penalty: 4949.336914
	Iteration 21Q: 3 clusters Score -3975780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3975869.250000 Penalty: 4949.336914
	Iteration 22Q: 3 clusters Score -3975869 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3975919.250000 Penalty: 4949.336914
	Iteration 23Q: 3 clusters Score -3975919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3975942.750000 Penalty: 4949.336914
	Iteration 24Q: 3 clusters Score -3975943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3975981.250000 Penalty: 4949.336914
	Iteration 25Q: 3 clusters Score -3975981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3975995.500000 Penalty: 4949.336914
	Iteration 26Q: 3 clusters Score -3975996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3976019.500000 Penalty: 4949.336914
	Iteration 27Q: 3 clusters Score -3976020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3976019.250000 Penalty: 4949.336914
	Iteration 28Q: 3 clusters Score -3976019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3976039.000000 Penalty: 4949.336914
	Iteration 29Q: 3 clusters Score -3976039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3976046.500000 Penalty: 4949.336914
	Iteration 30Q: 3 clusters Score -3976046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3976051.750000 Penalty: 4949.336914
	Iteration 31Q: 3 clusters Score -3976052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3976048.000000 Penalty: 4949.336914
	Iteration 32Q: 3 clusters Score -3976048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3976051.750000 Penalty: 4949.336914
	Iteration 33Q: 3 clusters Score -3976052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3976051.250000 Penalty: 4949.336914
	Iteration 34Q: 3 clusters Score -3976051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3976047.000000 Penalty: 4949.336914
	Iteration 35Q: 3 clusters Score -3976047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3976053.250000 Penalty: 4949.336914
	Iteration 36Q: 3 clusters Score -3976053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3976055.750000 Penalty: 4949.336914
	Iteration 37Q: 3 clusters Score -3976056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3976056.750000 Penalty: 4949.336914
	Iteration 38Q: 3 clusters Score -3976057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3976061.500000 Penalty: 4949.336914
	Iteration 39Q: 3 clusters Score -3976062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3976062.250000 Penalty: 4949.336914
	Iteration 40F: 3 clusters Score -3976062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3976065.500000 Penalty: 4949.336914
	Iteration 41Q: 3 clusters Score -3976066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3976065.000000 Penalty: 4949.336914
	Iteration 42Q: 3 clusters Score -3976065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3976067.000000 Penalty: 4949.336914
	Iteration 43Q: 3 clusters Score -3976067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3976067.000000 Penalty: 4949.336914
	Iteration 44F: 3 clusters Score -3976067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Entering Unmasked Estep 
Score: -3782692.750000 Penalty: 2457.794922
	Iteration 0F: 2 clusters Score -3782693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3769093.500000 Penalty: 4915.589844
	Iteration 0F: 3 clusters Score -3769094 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3773695.000000 Penalty: 4915.589844
	Iteration 1F: 3 clusters Score -3773695 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3774085.000000 Penalty: 4915.589844
	Iteration 2F: 3 clusters Score -3774085 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3774427.750000 Penalty: 4915.589844
	Iteration 3Q: 3 clusters Score -3774428 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3774670.250000 Penalty: 4915.589844
	Iteration 4Q: 3 clusters Score -3774670 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3774848.000000 Penalty: 4915.589844
	Iteration 5Q: 3 clusters Score -3774848 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3775079.500000 Penalty: 4915.589844
	Iteration 6Q: 3 clusters Score -3775080 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3775344.000000 Penalty: 4915.589844
	Iteration 7Q: 3 clusters Score -3775344 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3775644.000000 Penalty: 4915.589844
	Iteration 8Q: 3 clusters Score -3775644 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3776048.250000 Penalty: 4915.589844
	Iteration 9Q: 3 clusters Score -3776048 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -3776620.000000 Penalty: 4915.589844
	Iteration 10Q: 3 clusters Score -3776620 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3777336.250000 Penalty: 4915.589844
	Iteration 11F: 3 clusters Score -3777336 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3778209.750000 Penalty: 4915.589844
	Iteration 12F: 3 clusters Score -3778210 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3779050.250000 Penalty: 4915.589844
	Iteration 13F: 3 clusters Score -3779050 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3779739.500000 Penalty: 4915.589844
	Iteration 14Q: 3 clusters Score -3779740 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3780100.000000 Penalty: 4915.589844
	Iteration 15Q: 3 clusters Score -3780100 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3780287.000000 Penalty: 4915.589844
	Iteration 16Q: 3 clusters Score -3780287 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3780394.250000 Penalty: 4915.589844
	Iteration 17Q: 3 clusters Score -3780394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3780470.500000 Penalty: 4915.589844
	Iteration 18Q: 3 clusters Score -3780470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3780527.000000 Penalty: 4915.589844
	Iteration 19Q: 3 clusters Score -3780527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3780554.750000 Penalty: 4915.589844
	Iteration 20F: 3 clusters Score -3780555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3780564.250000 Penalty: 4915.589844
	Iteration 21Q: 3 clusters Score -3780564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3780573.500000 Penalty: 4915.589844
	Iteration 22Q: 3 clusters Score -3780574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3780582.250000 Penalty: 4915.589844
	Iteration 23Q: 3 clusters Score -3780582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3780592.000000 Penalty: 4915.589844
	Iteration 24Q: 3 clusters Score -3780592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3780596.500000 Penalty: 4915.589844
	Iteration 25Q: 3 clusters Score -3780596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3780596.500000 Penalty: 4915.589844
	Iteration 26F: 3 clusters Score -3780596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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: -51789.472656 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51789.47 nChanged 51
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: -51927.816406 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51927.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51952.195312 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51952.2 nChanged 3
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: -51966.855469 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51966.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51971.996094 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -51972 nChanged 2
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: -51975.542969 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -51975.54 nChanged 0
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: -51975.542969 Penalty: 2873.334717
	Iteration 6F: 3 clusters Score -51975.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Entering Unmasked Estep 
Score: -3873420.250000 Penalty: 2466.375244
	Iteration 0F: 2 clusters Score -3873420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3859540.000000 Penalty: 4932.750488
	Iteration 0F: 3 clusters Score -3859540 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3864580.250000 Penalty: 4932.750488
	Iteration 1F: 3 clusters Score -3864580 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3865097.250000 Penalty: 4932.750488
	Iteration 2F: 3 clusters Score -3865097 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3865660.500000 Penalty: 4932.750488
	Iteration 3F: 3 clusters Score -3865660 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3866230.500000 Penalty: 4932.750488
	Iteration 4F: 3 clusters Score -3866230 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3866767.000000 Penalty: 4932.750488
	Iteration 5F: 3 clusters Score -3866767 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3867378.250000 Penalty: 4932.750488
	Iteration 6Q: 3 clusters Score -3867378 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3868075.250000 Penalty: 4932.750488
	Iteration 7F: 3 clusters Score -3868075 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3868869.250000 Penalty: 4932.750488
	Iteration 8F: 3 clusters Score -3868869 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3869643.500000 Penalty: 4932.750488
	Iteration 9F: 3 clusters Score -3869644 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -3870236.750000 Penalty: 4932.750488
	Iteration 10Q: 3 clusters Score -3870237 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3870568.500000 Penalty: 4932.750488
	Iteration 11Q: 3 clusters Score -3870568 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3870821.250000 Penalty: 4932.750488
	Iteration 12Q: 3 clusters Score -3870821 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3870993.750000 Penalty: 4932.750488
	Iteration 13Q: 3 clusters Score -3870994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3871161.750000 Penalty: 4932.750488
	Iteration 14Q: 3 clusters Score -3871162 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3871349.750000 Penalty: 4932.750488
	Iteration 15Q: 3 clusters Score -3871350 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3871502.750000 Penalty: 4932.750488
	Iteration 16Q: 3 clusters Score -3871503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3871627.750000 Penalty: 4932.750488
	Iteration 17Q: 3 clusters Score -3871628 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3871714.500000 Penalty: 4932.750488
	Iteration 18Q: 3 clusters Score -3871714 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3871801.250000 Penalty: 4932.750488
	Iteration 19Q: 3 clusters Score -3871801 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3871851.000000 Penalty: 4932.750488
	Iteration 20F: 3 clusters Score -3871851 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3871886.500000 Penalty: 4932.750488
	Iteration 21Q: 3 clusters Score -3871886 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3871904.250000 Penalty: 4932.750488
	Iteration 22Q: 3 clusters Score -3871904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3871909.000000 Penalty: 4932.750488
	Iteration 23Q: 3 clusters Score -3871909 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3871932.250000 Penalty: 4932.750488
	Iteration 24Q: 3 clusters Score -3871932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3871943.000000 Penalty: 4932.750488
	Iteration 25Q: 3 clusters Score -3871943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3871945.750000 Penalty: 4932.750488
	Iteration 26Q: 3 clusters Score -3871946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3871959.750000 Penalty: 4932.750488
	Iteration 27Q: 3 clusters Score -3871960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3871968.000000 Penalty: 4932.750488
	Iteration 28Q: 3 clusters Score -3871968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3871976.250000 Penalty: 4932.750488
	Iteration 29Q: 3 clusters Score -3871976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3871990.500000 Penalty: 4932.750488
	Iteration 30Q: 3 clusters Score -3871990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3871987.500000 Penalty: 4932.750488
	Iteration 31Q: 3 clusters Score -3871988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3872007.750000 Penalty: 4932.750488
	Iteration 32Q: 3 clusters Score -3872008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3872011.500000 Penalty: 4932.750488
	Iteration 33Q: 3 clusters Score -3872012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3872008.000000 Penalty: 4932.750488
	Iteration 34Q: 3 clusters Score -3872008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3872005.500000 Penalty: 4932.750488
	Iteration 35Q: 3 clusters Score -3872006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3872022.000000 Penalty: 4932.750488
	Iteration 36Q: 3 clusters Score -3872022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3872019.750000 Penalty: 4932.750488
	Iteration 37Q: 3 clusters Score -3872020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3872023.500000 Penalty: 4932.750488
	Iteration 38Q: 3 clusters Score -3872024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3872016.500000 Penalty: 4932.750488
	Iteration 39Q: 3 clusters Score -3872016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3872020.000000 Penalty: 4932.750488
	Iteration 40F: 3 clusters Score -3872020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3872034.000000 Penalty: 4932.750488
	Iteration 41Q: 3 clusters Score -3872034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3872028.250000 Penalty: 4932.750488
	Iteration 42Q: 3 clusters Score -3872028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3872033.500000 Penalty: 4932.750488
	Iteration 43Q: 3 clusters Score -3872034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3872032.000000 Penalty: 4932.750488
	Iteration 44Q: 3 clusters Score -3872032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3872040.500000 Penalty: 4932.750488
	Iteration 45Q: 3 clusters Score -3872040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3872037.000000 Penalty: 4932.750488
	Iteration 46Q: 3 clusters Score -3872037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3872032.250000 Penalty: 4932.750488
	Iteration 47Q: 3 clusters Score -3872032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3872038.000000 Penalty: 4932.750488
	Iteration 48Q: 3 clusters Score -3872038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3872047.000000 Penalty: 4932.750488
	Iteration 49Q: 3 clusters Score -3872047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3872048.750000 Penalty: 4932.750488
	Iteration 50Q: 3 clusters Score -3872049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3872052.500000 Penalty: 4932.750488
	Iteration 51Q: 3 clusters Score -3872052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3872064.500000 Penalty: 4932.750488
	Iteration 52Q: 3 clusters Score -3872064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3872067.750000 Penalty: 4932.750488
	Iteration 53Q: 3 clusters Score -3872068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3872069.750000 Penalty: 4932.750488
	Iteration 54Q: 3 clusters Score -3872070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3872070.000000 Penalty: 4932.750488
	Iteration 55Q: 3 clusters Score -3872070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3872071.000000 Penalty: 4932.750488
	Iteration 56Q: 3 clusters Score -3872071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3872072.750000 Penalty: 4932.750488
	Iteration 57Q: 3 clusters Score -3872073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3872071.000000 Penalty: 4932.750488
	Iteration 58Q: 3 clusters Score -3872071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3872073.000000 Penalty: 4932.750488
	Iteration 59Q: 3 clusters Score -3872073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3872084.750000 Penalty: 4932.750488
	Iteration 60F: 3 clusters Score -3872085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3872093.000000 Penalty: 4932.750488
	Iteration 61Q: 3 clusters Score -3872093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3872088.250000 Penalty: 4932.750488
	Iteration 62Q: 3 clusters Score -3872088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3872094.750000 Penalty: 4932.750488
	Iteration 63Q: 3 clusters Score -3872095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3872096.750000 Penalty: 4932.750488
	Iteration 64Q: 3 clusters Score -3872097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3872099.750000 Penalty: 4932.750488
	Iteration 65Q: 3 clusters Score -3872100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3872113.250000 Penalty: 4932.750488
	Iteration 66Q: 3 clusters Score -3872113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3872109.000000 Penalty: 4932.750488
	Iteration 67Q: 3 clusters Score -3872109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3872114.750000 Penalty: 4932.750488
	Iteration 68Q: 3 clusters Score -3872115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3872104.750000 Penalty: 4932.750488
	Iteration 69Q: 3 clusters Score -3872105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3872110.750000 Penalty: 4932.750488
	Iteration 70Q: 3 clusters Score -3872111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3872118.750000 Penalty: 4932.750488
	Iteration 71Q: 3 clusters Score -3872119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3872124.000000 Penalty: 4932.750488
	Iteration 72Q: 3 clusters Score -3872124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3872126.000000 Penalty: 4932.750488
	Iteration 73Q: 3 clusters Score -3872126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3872136.250000 Penalty: 4932.750488
	Iteration 74Q: 3 clusters Score -3872136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3872138.500000 Penalty: 4932.750488
	Iteration 75Q: 3 clusters Score -3872138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3872145.500000 Penalty: 4932.750488
	Iteration 76Q: 3 clusters Score -3872146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3872144.500000 Penalty: 4932.750488
	Iteration 77Q: 3 clusters Score -3872144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3872143.000000 Penalty: 4932.750488
	Iteration 78Q: 3 clusters Score -3872143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3872142.500000 Penalty: 4932.750488
	Iteration 79Q: 3 clusters Score -3872142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3872143.750000 Penalty: 4932.750488
	Iteration 80F: 3 clusters Score -3872144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3872148.000000 Penalty: 4932.750488
	Iteration 81Q: 3 clusters Score -3872148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3872148.250000 Penalty: 4932.750488
	Iteration 82Q: 3 clusters Score -3872148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3872146.250000 Penalty: 4932.750488
	Iteration 83Q: 3 clusters Score -3872146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3872144.250000 Penalty: 4932.750488
	Iteration 84Q: 3 clusters Score -3872144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3872143.000000 Penalty: 4932.750488
	Iteration 85Q: 3 clusters Score -3872143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3872140.250000 Penalty: 4932.750488
	Iteration 86Q: 3 clusters Score -3872140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3872143.750000 Penalty: 4932.750488
	Iteration 87Q: 3 clusters Score -3872144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3872140.750000 Penalty: 4932.750488
	Iteration 88Q: 3 clusters Score -3872141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3872141.250000 Penalty: 4932.750488
	Iteration 89Q: 3 clusters Score -3872141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3872141.750000 Penalty: 4932.750488
	Iteration 90Q: 3 clusters Score -3872142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3872141.750000 Penalty: 4932.750488
	Iteration 91F: 3 clusters Score -3872142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Entering Unmasked Estep 
Score: -3866010.250000 Penalty: 2448.370361
	Iteration 0F: 2 clusters Score -3866010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3854590.000000 Penalty: 4896.740723
	Iteration 0F: 3 clusters Score -3854590 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3859148.500000 Penalty: 4896.740723
	Iteration 1F: 3 clusters Score -3859148 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3859448.750000 Penalty: 4896.740723
	Iteration 2Q: 3 clusters Score -3859449 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3859700.750000 Penalty: 4896.740723
	Iteration 3Q: 3 clusters Score -3859701 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3859920.250000 Penalty: 4896.740723
	Iteration 4Q: 3 clusters Score -3859920 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3860092.750000 Penalty: 4896.740723
	Iteration 5Q: 3 clusters Score -3860093 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3860271.750000 Penalty: 4896.740723
	Iteration 6Q: 3 clusters Score -3860272 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3860454.250000 Penalty: 4896.740723
	Iteration 7Q: 3 clusters Score -3860454 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3860652.750000 Penalty: 4896.740723
	Iteration 8Q: 3 clusters Score -3860653 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3860845.750000 Penalty: 4896.740723
	Iteration 9Q: 3 clusters Score -3860846 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3861066.750000 Penalty: 4896.740723
	Iteration 10Q: 3 clusters Score -3861067 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3861355.000000 Penalty: 4896.740723
	Iteration 11Q: 3 clusters Score -3861355 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3861758.250000 Penalty: 4896.740723
	Iteration 12Q: 3 clusters Score -3861758 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3862178.500000 Penalty: 4896.740723
	Iteration 13Q: 3 clusters Score -3862178 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3862548.750000 Penalty: 4896.740723
	Iteration 14Q: 3 clusters Score -3862549 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3862810.750000 Penalty: 4896.740723
	Iteration 15Q: 3 clusters Score -3862811 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3862939.500000 Penalty: 4896.740723
	Iteration 16Q: 3 clusters Score -3862940 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3863014.500000 Penalty: 4896.740723
	Iteration 17Q: 3 clusters Score -3863014 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3863015.500000 Penalty: 4896.740723
	Iteration 18Q: 3 clusters Score -3863016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3863019.750000 Penalty: 4896.740723
	Iteration 19Q: 3 clusters Score -3863020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3863049.750000 Penalty: 4896.740723
	Iteration 20F: 3 clusters Score -3863050 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3863066.500000 Penalty: 4896.740723
	Iteration 21Q: 3 clusters Score -3863066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3863069.500000 Penalty: 4896.740723
	Iteration 22Q: 3 clusters Score -3863070 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3863086.500000 Penalty: 4896.740723
	Iteration 23Q: 3 clusters Score -3863086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3863123.500000 Penalty: 4896.740723
	Iteration 24Q: 3 clusters Score -3863124 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3863147.250000 Penalty: 4896.740723
	Iteration 25Q: 3 clusters Score -3863147 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3863138.750000 Penalty: 4896.740723
	Iteration 26Q: 3 clusters Score -3863139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3863140.000000 Penalty: 4896.740723
	Iteration 27Q: 3 clusters Score -3863140 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3863139.000000 Penalty: 4896.740723
	Iteration 28Q: 3 clusters Score -3863139 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3863140.750000 Penalty: 4896.740723
	Iteration 29Q: 3 clusters Score -3863141 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3863129.750000 Penalty: 4896.740723
	Iteration 30Q: 3 clusters Score -3863130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3863123.500000 Penalty: 4896.740723
	Iteration 31Q: 3 clusters Score -3863124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3863112.750000 Penalty: 4896.740723
	Iteration 32Q: 3 clusters Score -3863113 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3863106.750000 Penalty: 4896.740723
	Iteration 33Q: 3 clusters Score -3863107 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3863100.000000 Penalty: 4896.740723
	Iteration 34Q: 3 clusters Score -3863100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3863105.250000 Penalty: 4896.740723
	Iteration 35Q: 3 clusters Score -3863105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3863087.500000 Penalty: 4896.740723
	Iteration 36Q: 3 clusters Score -3863088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3863082.250000 Penalty: 4896.740723
	Iteration 37Q: 3 clusters Score -3863082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3863074.000000 Penalty: 4896.740723
	Iteration 38Q: 3 clusters Score -3863074 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3863058.750000 Penalty: 4896.740723
	Iteration 39Q: 3 clusters Score -3863059 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3863059.750000 Penalty: 4896.740723
	Iteration 40F: 3 clusters Score -3863060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3863043.500000 Penalty: 4896.740723
	Iteration 41Q: 3 clusters Score -3863044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3863047.000000 Penalty: 4896.740723
	Iteration 42Q: 3 clusters Score -3863047 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3863049.500000 Penalty: 4896.740723
	Iteration 43Q: 3 clusters Score -3863050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3863045.000000 Penalty: 4896.740723
	Iteration 44Q: 3 clusters Score -3863045 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3863026.000000 Penalty: 4896.740723
	Iteration 45Q: 3 clusters Score -3863026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3863026.750000 Penalty: 4896.740723
	Iteration 46Q: 3 clusters Score -3863027 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3863019.750000 Penalty: 4896.740723
	Iteration 47Q: 3 clusters Score -3863020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3863013.000000 Penalty: 4896.740723
	Iteration 48Q: 3 clusters Score -3863013 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3863028.000000 Penalty: 4896.740723
	Iteration 49Q: 3 clusters Score -3863028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3863012.750000 Penalty: 4896.740723
	Iteration 50Q: 3 clusters Score -3863013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3863020.250000 Penalty: 4896.740723
	Iteration 51Q: 3 clusters Score -3863020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3863017.500000 Penalty: 4896.740723
	Iteration 52Q: 3 clusters Score -3863018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3863013.250000 Penalty: 4896.740723
	Iteration 53Q: 3 clusters Score -3863013 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3863024.750000 Penalty: 4896.740723
	Iteration 54Q: 3 clusters Score -3863025 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3863002.750000 Penalty: 4896.740723
	Iteration 55Q: 3 clusters Score -3863003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3863003.750000 Penalty: 4896.740723
	Iteration 56Q: 3 clusters Score -3863004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3863001.500000 Penalty: 4896.740723
	Iteration 57Q: 3 clusters Score -3863002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3863011.750000 Penalty: 4896.740723
	Iteration 58Q: 3 clusters Score -3863012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3863007.750000 Penalty: 4896.740723
	Iteration 59Q: 3 clusters Score -3863008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3862998.500000 Penalty: 4896.740723
	Iteration 60F: 3 clusters Score -3862998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3862984.000000 Penalty: 4896.740723
	Iteration 61Q: 3 clusters Score -3862984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3862979.250000 Penalty: 4896.740723
	Iteration 62Q: 3 clusters Score -3862979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3862973.500000 Penalty: 4896.740723
	Iteration 63Q: 3 clusters Score -3862974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3862977.750000 Penalty: 4896.740723
	Iteration 64Q: 3 clusters Score -3862978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3862968.250000 Penalty: 4896.740723
	Iteration 65Q: 3 clusters Score -3862968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3862955.250000 Penalty: 4896.740723
	Iteration 66Q: 3 clusters Score -3862955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3862951.750000 Penalty: 4896.740723
	Iteration 67Q: 3 clusters Score -3862952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3862955.500000 Penalty: 4896.740723
	Iteration 68Q: 3 clusters Score -3862956 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3862947.500000 Penalty: 4896.740723
	Iteration 69Q: 3 clusters Score -3862948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3862954.750000 Penalty: 4896.740723
	Iteration 70Q: 3 clusters Score -3862955 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3862944.500000 Penalty: 4896.740723
	Iteration 71Q: 3 clusters Score -3862944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3862926.750000 Penalty: 4896.740723
	Iteration 72Q: 3 clusters Score -3862927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3862939.000000 Penalty: 4896.740723
	Iteration 73Q: 3 clusters Score -3862939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3862941.500000 Penalty: 4896.740723
	Iteration 74Q: 3 clusters Score -3862942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3862916.000000 Penalty: 4896.740723
	Iteration 75Q: 3 clusters Score -3862916 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3862912.750000 Penalty: 4896.740723
	Iteration 76Q: 3 clusters Score -3862913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3862919.500000 Penalty: 4896.740723
	Iteration 77Q: 3 clusters Score -3862920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3862920.250000 Penalty: 4896.740723
	Iteration 78Q: 3 clusters Score -3862920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3862924.750000 Penalty: 4896.740723
	Iteration 79Q: 3 clusters Score -3862925 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3862923.750000 Penalty: 4896.740723
	Iteration 80F: 3 clusters Score -3862924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3862920.000000 Penalty: 4896.740723
	Iteration 81Q: 3 clusters Score -3862920 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3862931.000000 Penalty: 4896.740723
	Iteration 82Q: 3 clusters Score -3862931 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3862929.250000 Penalty: 4896.740723
	Iteration 83Q: 3 clusters Score -3862929 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3862925.250000 Penalty: 4896.740723
	Iteration 84Q: 3 clusters Score -3862925 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3862939.750000 Penalty: 4896.740723
	Iteration 85Q: 3 clusters Score -3862940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3862984.250000 Penalty: 4896.740723
	Iteration 86Q: 3 clusters Score -3862984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3863011.000000 Penalty: 4896.740723
	Iteration 87Q: 3 clusters Score -3863011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3863020.250000 Penalty: 4896.740723
	Iteration 88Q: 3 clusters Score -3863020 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3863047.000000 Penalty: 4896.740723
	Iteration 89Q: 3 clusters Score -3863047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3863072.000000 Penalty: 4896.740723
	Iteration 90Q: 3 clusters Score -3863072 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3863095.000000 Penalty: 4896.740723
	Iteration 91Q: 3 clusters Score -3863095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3863115.500000 Penalty: 4896.740723
	Iteration 92Q: 3 clusters Score -3863116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3863142.250000 Penalty: 4896.740723
	Iteration 93Q: 3 clusters Score -3863142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3863150.000000 Penalty: 4896.740723
	Iteration 94Q: 3 clusters Score -3863150 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3863167.250000 Penalty: 4896.740723
	Iteration 95Q: 3 clusters Score -3863167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3863182.000000 Penalty: 4896.740723
	Iteration 96Q: 3 clusters Score -3863182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3863203.500000 Penalty: 4896.740723
	Iteration 97Q: 3 clusters Score -3863204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3863210.500000 Penalty: 4896.740723
	Iteration 98Q: 3 clusters Score -3863210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3863219.250000 Penalty: 4896.740723
	Iteration 99Q: 3 clusters Score -3863219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3863221.750000 Penalty: 4896.740723
	Iteration 100F: 3 clusters Score -3863222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3863222.250000 Penalty: 4896.740723
	Iteration 101Q: 3 clusters Score -3863222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3863224.000000 Penalty: 4896.740723
	Iteration 102Q: 3 clusters Score -3863224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3863242.250000 Penalty: 4896.740723
	Iteration 103Q: 3 clusters Score -3863242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3863272.250000 Penalty: 4896.740723
	Iteration 104Q: 3 clusters Score -3863272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3863300.750000 Penalty: 4896.740723
	Iteration 105Q: 3 clusters Score -3863301 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3863320.000000 Penalty: 4896.740723
	Iteration 106Q: 3 clusters Score -3863320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3863343.250000 Penalty: 4896.740723
	Iteration 107Q: 3 clusters Score -3863343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3863349.500000 Penalty: 4896.740723
	Iteration 108Q: 3 clusters Score -3863350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3863369.750000 Penalty: 4896.740723
	Iteration 109Q: 3 clusters Score -3863370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3863397.500000 Penalty: 4896.740723
	Iteration 110Q: 3 clusters Score -3863398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3863407.000000 Penalty: 4896.740723
	Iteration 111Q: 3 clusters Score -3863407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3863425.750000 Penalty: 4896.740723
	Iteration 112Q: 3 clusters Score -3863426 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3863439.500000 Penalty: 4896.740723
	Iteration 113Q: 3 clusters Score -3863440 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3863450.250000 Penalty: 4896.740723
	Iteration 114Q: 3 clusters Score -3863450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3863476.750000 Penalty: 4896.740723
	Iteration 115Q: 3 clusters Score -3863477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3863491.000000 Penalty: 4896.740723
	Iteration 116Q: 3 clusters Score -3863491 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3863521.250000 Penalty: 4896.740723
	Iteration 117Q: 3 clusters Score -3863521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3863531.250000 Penalty: 4896.740723
	Iteration 118Q: 3 clusters Score -3863531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3863567.750000 Penalty: 4896.740723
	Iteration 119Q: 3 clusters Score -3863568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3863573.500000 Penalty: 4896.740723
	Iteration 120F: 3 clusters Score -3863574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3863593.000000 Penalty: 4896.740723
	Iteration 121Q: 3 clusters Score -3863593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3863615.250000 Penalty: 4896.740723
	Iteration 122Q: 3 clusters Score -3863615 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3863641.250000 Penalty: 4896.740723
	Iteration 123Q: 3 clusters Score -3863641 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3863678.000000 Penalty: 4896.740723
	Iteration 124Q: 3 clusters Score -3863678 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3863709.500000 Penalty: 4896.740723
	Iteration 125Q: 3 clusters Score -3863710 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3863721.250000 Penalty: 4896.740723
	Iteration 126Q: 3 clusters Score -3863721 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3863725.000000 Penalty: 4896.740723
	Iteration 127Q: 3 clusters Score -3863725 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3863676.750000 Penalty: 4896.740723
	Iteration 128Q: 3 clusters Score -3863677 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3863599.500000 Penalty: 4896.740723
	Iteration 129Q: 3 clusters Score -3863600 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3863554.500000 Penalty: 4896.740723
	Iteration 130Q: 3 clusters Score -3863554 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3863588.000000 Penalty: 4896.740723
	Iteration 131Q: 3 clusters Score -3863588 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3863483.500000 Penalty: 4896.740723
	Iteration 132Q: 3 clusters Score -3863484 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3863480.500000 Penalty: 4896.740723
	Iteration 133Q: 3 clusters Score -3863480 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3863360.500000 Penalty: 4896.740723
	Iteration 134Q: 3 clusters Score -3863360 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3863245.750000 Penalty: 4896.740723
	Iteration 135Q: 3 clusters Score -3863246 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3863184.500000 Penalty: 4896.740723
	Iteration 136Q: 3 clusters Score -3863184 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3863225.750000 Penalty: 4896.740723
	Iteration 137Q: 3 clusters Score -3863226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3863210.000000 Penalty: 4896.740723
	Iteration 138Q: 3 clusters Score -3863210 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3863273.750000 Penalty: 4896.740723
	Iteration 139Q: 3 clusters Score -3863274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3863766.000000 Penalty: 4896.740723
	Iteration 140F: 3 clusters Score -3863766 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3864199.500000 Penalty: 4896.740723
	Iteration 141Q: 3 clusters Score -3864200 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3864375.000000 Penalty: 4896.740723
	Iteration 142Q: 3 clusters Score -3864375 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3864299.750000 Penalty: 4896.740723
	Iteration 143Q: 3 clusters Score -3864300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3864242.500000 Penalty: 4896.740723
	Iteration 144Q: 3 clusters Score -3864242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3864241.750000 Penalty: 4896.740723
	Iteration 145Q: 3 clusters Score -3864242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3864233.750000 Penalty: 4896.740723
	Iteration 146Q: 3 clusters Score -3864234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3864239.750000 Penalty: 4896.740723
	Iteration 147Q: 3 clusters Score -3864240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3864240.500000 Penalty: 4896.740723
	Iteration 148Q: 3 clusters Score -3864240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3864256.000000 Penalty: 4896.740723
	Iteration 149Q: 3 clusters Score -3864256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3864258.500000 Penalty: 4896.740723
	Iteration 150Q: 3 clusters Score -3864258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3864257.750000 Penalty: 4896.740723
	Iteration 151Q: 3 clusters Score -3864258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3864273.250000 Penalty: 4896.740723
	Iteration 152Q: 3 clusters Score -3864273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3864273.250000 Penalty: 4896.740723
	Iteration 153Q: 3 clusters Score -3864273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3864274.250000 Penalty: 4896.740723
	Iteration 154Q: 3 clusters Score -3864274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3864277.250000 Penalty: 4896.740723
	Iteration 155Q: 3 clusters Score -3864277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3864274.500000 Penalty: 4896.740723
	Iteration 156Q: 3 clusters Score -3864274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3864274.500000 Penalty: 4896.740723
	Iteration 157F: 3 clusters Score -3864274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 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 458 members 
Entering Unmasked Estep 
Score: -146891.453125 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146891.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147170.703125 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147170.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -147279.078125 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147279.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -147365.812500 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147365.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -147408.125000 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147436.250000 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147436.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147453.718750 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147464.640625 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147469.156250 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147471.093750 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147476.640625 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147476.953125 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -147478.640625 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -147479.093750 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -147479.093750 Penalty: 3361.712646
	Iteration 14F: 3 clusters Score -147479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Entering Unmasked Estep 
Score: -3812747.000000 Penalty: 2461.255371
	Iteration 0F: 2 clusters Score -3812747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3799122.000000 Penalty: 4922.510742
	Iteration 0F: 3 clusters Score -3799122 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3804085.250000 Penalty: 4922.510742
	Iteration 1F: 3 clusters Score -3804085 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3804701.750000 Penalty: 4922.510742
	Iteration 2F: 3 clusters Score -3804702 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3805309.750000 Penalty: 4922.510742
	Iteration 3F: 3 clusters Score -3805310 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3805934.250000 Penalty: 4922.510742
	Iteration 4F: 3 clusters Score -3805934 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3806605.500000 Penalty: 4922.510742
	Iteration 5F: 3 clusters Score -3806606 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3807398.000000 Penalty: 4922.510742
	Iteration 6F: 3 clusters Score -3807398 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3808348.000000 Penalty: 4922.510742
	Iteration 7F: 3 clusters Score -3808348 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3809362.500000 Penalty: 4922.510742
	Iteration 8F: 3 clusters Score -3809362 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3810258.750000 Penalty: 4922.510742
	Iteration 9F: 3 clusters Score -3810259 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3810857.000000 Penalty: 4922.510742
	Iteration 10Q: 3 clusters Score -3810857 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3811167.750000 Penalty: 4922.510742
	Iteration 11Q: 3 clusters Score -3811168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3811327.750000 Penalty: 4922.510742
	Iteration 12Q: 3 clusters Score -3811328 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3811419.000000 Penalty: 4922.510742
	Iteration 13Q: 3 clusters Score -3811419 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3811462.750000 Penalty: 4922.510742
	Iteration 14Q: 3 clusters Score -3811463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3811491.000000 Penalty: 4922.510742
	Iteration 15Q: 3 clusters Score -3811491 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3811520.500000 Penalty: 4922.510742
	Iteration 16Q: 3 clusters Score -3811520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3811529.250000 Penalty: 4922.510742
	Iteration 17Q: 3 clusters Score -3811529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3811532.000000 Penalty: 4922.510742
	Iteration 18Q: 3 clusters Score -3811532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3811538.500000 Penalty: 4922.510742
	Iteration 19Q: 3 clusters Score -3811538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3811542.500000 Penalty: 4922.510742
	Iteration 20F: 3 clusters Score -3811542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3811548.750000 Penalty: 4922.510742
	Iteration 21Q: 3 clusters Score -3811549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3811557.000000 Penalty: 4922.510742
	Iteration 22Q: 3 clusters Score -3811557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3811557.250000 Penalty: 4922.510742
	Iteration 23Q: 3 clusters Score -3811557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3811557.000000 Penalty: 4922.510742
	Iteration 24Q: 3 clusters Score -3811557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3811562.750000 Penalty: 4922.510742
	Iteration 25Q: 3 clusters Score -3811563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3811568.500000 Penalty: 4922.510742
	Iteration 26Q: 3 clusters Score -3811568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3811567.000000 Penalty: 4922.510742
	Iteration 27Q: 3 clusters Score -3811567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3811572.250000 Penalty: 4922.510742
	Iteration 28Q: 3 clusters Score -3811572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3811571.500000 Penalty: 4922.510742
	Iteration 29Q: 3 clusters Score -3811572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3811569.500000 Penalty: 4922.510742
	Iteration 30Q: 3 clusters Score -3811570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3811582.250000 Penalty: 4922.510742
	Iteration 31Q: 3 clusters Score -3811582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3811583.250000 Penalty: 4922.510742
	Iteration 32Q: 3 clusters Score -3811583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3811586.750000 Penalty: 4922.510742
	Iteration 33Q: 3 clusters Score -3811587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3811584.500000 Penalty: 4922.510742
	Iteration 34Q: 3 clusters Score -3811584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3811578.750000 Penalty: 4922.510742
	Iteration 35Q: 3 clusters Score -3811579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3811579.250000 Penalty: 4922.510742
	Iteration 36Q: 3 clusters Score -3811579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3811575.750000 Penalty: 4922.510742
	Iteration 37Q: 3 clusters Score -3811576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3811579.750000 Penalty: 4922.510742
	Iteration 38Q: 3 clusters Score -3811580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3811578.250000 Penalty: 4922.510742
	Iteration 39Q: 3 clusters Score -3811578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3811577.000000 Penalty: 4922.510742
	Iteration 40F: 3 clusters Score -3811577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3811575.250000 Penalty: 4922.510742
	Iteration 41Q: 3 clusters Score -3811575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3811574.250000 Penalty: 4922.510742
	Iteration 42Q: 3 clusters Score -3811574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3811574.250000 Penalty: 4922.510742
	Iteration 43F: 3 clusters Score -3811574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Entering Unmasked Estep 
Score: -1866169.500000 Penalty: 2269.346191
	Iteration 0F: 2 clusters Score -1866170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1858819.375000 Penalty: 4538.692383
	Iteration 0F: 3 clusters Score -1858819 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1860856.000000 Penalty: 4538.692383
	Iteration 1F: 3 clusters Score -1860856 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1861087.000000 Penalty: 4538.692383
	Iteration 2F: 3 clusters Score -1861087 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1861238.625000 Penalty: 4538.692383
	Iteration 3Q: 3 clusters Score -1861239 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1861349.125000 Penalty: 4538.692383
	Iteration 4Q: 3 clusters Score -1861349 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1861436.875000 Penalty: 4538.692383
	Iteration 5Q: 3 clusters Score -1861437 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1861493.125000 Penalty: 4538.692383
	Iteration 6Q: 3 clusters Score -1861493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1861540.375000 Penalty: 4538.692383
	Iteration 7Q: 3 clusters Score -1861540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1861579.000000 Penalty: 4538.692383
	Iteration 8Q: 3 clusters Score -1861579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1861626.750000 Penalty: 4538.692383
	Iteration 9Q: 3 clusters Score -1861627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1861670.875000 Penalty: 4538.692383
	Iteration 10Q: 3 clusters Score -1861671 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1861710.250000 Penalty: 4538.692383
	Iteration 11Q: 3 clusters Score -1861710 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1861749.625000 Penalty: 4538.692383
	Iteration 12Q: 3 clusters Score -1861750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1861784.500000 Penalty: 4538.692383
	Iteration 13Q: 3 clusters Score -1861784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1861827.875000 Penalty: 4538.692383
	Iteration 14Q: 3 clusters Score -1861828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1861869.500000 Penalty: 4538.692383
	Iteration 15Q: 3 clusters Score -1861870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1861915.750000 Penalty: 4538.692383
	Iteration 16Q: 3 clusters Score -1861916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1861965.375000 Penalty: 4538.692383
	Iteration 17Q: 3 clusters Score -1861965 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1862025.625000 Penalty: 4538.692383
	Iteration 18Q: 3 clusters Score -1862026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1862111.250000 Penalty: 4538.692383
	Iteration 19Q: 3 clusters Score -1862111 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1862218.500000 Penalty: 4538.692383
	Iteration 20F: 3 clusters Score -1862218 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1862333.500000 Penalty: 4538.692383
	Iteration 21Q: 3 clusters Score -1862334 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1862452.000000 Penalty: 4538.692383
	Iteration 22Q: 3 clusters Score -1862452 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1862597.250000 Penalty: 4538.692383
	Iteration 23Q: 3 clusters Score -1862597 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1862729.000000 Penalty: 4538.692383
	Iteration 24Q: 3 clusters Score -1862729 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1862851.875000 Penalty: 4538.692383
	Iteration 25Q: 3 clusters Score -1862852 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1862966.375000 Penalty: 4538.692383
	Iteration 26Q: 3 clusters Score -1862966 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1863058.625000 Penalty: 4538.692383
	Iteration 27Q: 3 clusters Score -1863059 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1863155.375000 Penalty: 4538.692383
	Iteration 28Q: 3 clusters Score -1863155 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1863250.000000 Penalty: 4538.692383
	Iteration 29Q: 3 clusters Score -1863250 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1863342.750000 Penalty: 4538.692383
	Iteration 30Q: 3 clusters Score -1863343 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1863419.125000 Penalty: 4538.692383
	Iteration 31Q: 3 clusters Score -1863419 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1863498.375000 Penalty: 4538.692383
	Iteration 32Q: 3 clusters Score -1863498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1863568.375000 Penalty: 4538.692383
	Iteration 33Q: 3 clusters Score -1863568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1863645.750000 Penalty: 4538.692383
	Iteration 34Q: 3 clusters Score -1863646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1863723.375000 Penalty: 4538.692383
	Iteration 35Q: 3 clusters Score -1863723 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1863801.500000 Penalty: 4538.692383
	Iteration 36Q: 3 clusters Score -1863802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1863868.500000 Penalty: 4538.692383
	Iteration 37Q: 3 clusters Score -1863868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1863926.500000 Penalty: 4538.692383
	Iteration 38Q: 3 clusters Score -1863926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1863976.000000 Penalty: 4538.692383
	Iteration 39Q: 3 clusters Score -1863976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1864026.000000 Penalty: 4538.692383
	Iteration 40F: 3 clusters Score -1864026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1864058.125000 Penalty: 4538.692383
	Iteration 41Q: 3 clusters Score -1864058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1864090.750000 Penalty: 4538.692383
	Iteration 42Q: 3 clusters Score -1864091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1864109.875000 Penalty: 4538.692383
	Iteration 43Q: 3 clusters Score -1864110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1864129.750000 Penalty: 4538.692383
	Iteration 44Q: 3 clusters Score -1864130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1864146.500000 Penalty: 4538.692383
	Iteration 45Q: 3 clusters Score -1864146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1864159.750000 Penalty: 4538.692383
	Iteration 46Q: 3 clusters Score -1864160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1864164.625000 Penalty: 4538.692383
	Iteration 47Q: 3 clusters Score -1864165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1864168.000000 Penalty: 4538.692383
	Iteration 48Q: 3 clusters Score -1864168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1864174.000000 Penalty: 4538.692383
	Iteration 49Q: 3 clusters Score -1864174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1864180.875000 Penalty: 4538.692383
	Iteration 50Q: 3 clusters Score -1864181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1864184.375000 Penalty: 4538.692383
	Iteration 51Q: 3 clusters Score -1864184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1864189.500000 Penalty: 4538.692383
	Iteration 52Q: 3 clusters Score -1864190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1864195.875000 Penalty: 4538.692383
	Iteration 53Q: 3 clusters Score -1864196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1864207.125000 Penalty: 4538.692383
	Iteration 54Q: 3 clusters Score -1864207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1864214.875000 Penalty: 4538.692383
	Iteration 55Q: 3 clusters Score -1864215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1864225.875000 Penalty: 4538.692383
	Iteration 56Q: 3 clusters Score -1864226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1864233.375000 Penalty: 4538.692383
	Iteration 57Q: 3 clusters Score -1864233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1864237.250000 Penalty: 4538.692383
	Iteration 58Q: 3 clusters Score -1864237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1864243.125000 Penalty: 4538.692383
	Iteration 59Q: 3 clusters Score -1864243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1864250.375000 Penalty: 4538.692383
	Iteration 60F: 3 clusters Score -1864250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1864253.625000 Penalty: 4538.692383
	Iteration 61Q: 3 clusters Score -1864254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1864256.000000 Penalty: 4538.692383
	Iteration 62Q: 3 clusters Score -1864256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1864255.625000 Penalty: 4538.692383
	Iteration 63Q: 3 clusters Score -1864256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1864260.625000 Penalty: 4538.692383
	Iteration 64Q: 3 clusters Score -1864261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1864264.250000 Penalty: 4538.692383
	Iteration 65Q: 3 clusters Score -1864264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1864267.250000 Penalty: 4538.692383
	Iteration 66Q: 3 clusters Score -1864267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1864268.375000 Penalty: 4538.692383
	Iteration 67Q: 3 clusters Score -1864268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1864273.875000 Penalty: 4538.692383
	Iteration 68Q: 3 clusters Score -1864274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1864278.750000 Penalty: 4538.692383
	Iteration 69Q: 3 clusters Score -1864279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1864280.250000 Penalty: 4538.692383
	Iteration 70Q: 3 clusters Score -1864280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1864279.125000 Penalty: 4538.692383
	Iteration 71Q: 3 clusters Score -1864279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1864281.375000 Penalty: 4538.692383
	Iteration 72Q: 3 clusters Score -1864281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1864282.000000 Penalty: 4538.692383
	Iteration 73Q: 3 clusters Score -1864282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1864281.875000 Penalty: 4538.692383
	Iteration 74Q: 3 clusters Score -1864282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1864281.875000 Penalty: 4538.692383
	Iteration 75F: 3 clusters Score -1864282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Entering Unmasked Estep 
Score: -4126350.250000 Penalty: 2478.356689
	Iteration 0F: 2 clusters Score -4126350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4112271.750000 Penalty: 4956.713379
	Iteration 0F: 3 clusters Score -4112272 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4117501.750000 Penalty: 4956.713379
	Iteration 1F: 3 clusters Score -4117502 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -4117862.250000 Penalty: 4956.713379
	Iteration 2F: 3 clusters Score -4117862 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4118167.750000 Penalty: 4956.713379
	Iteration 3Q: 3 clusters Score -4118168 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4118437.250000 Penalty: 4956.713379
	Iteration 4Q: 3 clusters Score -4118437 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4118651.250000 Penalty: 4956.713379
	Iteration 5Q: 3 clusters Score -4118651 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4118905.750000 Penalty: 4956.713379
	Iteration 6Q: 3 clusters Score -4118906 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4119270.250000 Penalty: 4956.713379
	Iteration 7Q: 3 clusters Score -4119270 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4119792.500000 Penalty: 4956.713379
	Iteration 8Q: 3 clusters Score -4119792 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4120498.250000 Penalty: 4956.713379
	Iteration 9F: 3 clusters Score -4120498 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4121516.750000 Penalty: 4956.713379
	Iteration 10F: 3 clusters Score -4121517 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4122506.000000 Penalty: 4956.713379
	Iteration 11F: 3 clusters Score -4122506 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4123270.000000 Penalty: 4956.713379
	Iteration 12F: 3 clusters Score -4123270 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4123714.250000 Penalty: 4956.713379
	Iteration 13Q: 3 clusters Score -4123714 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4123937.750000 Penalty: 4956.713379
	Iteration 14Q: 3 clusters Score -4123938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4124086.000000 Penalty: 4956.713379
	Iteration 15Q: 3 clusters Score -4124086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4124136.000000 Penalty: 4956.713379
	Iteration 16Q: 3 clusters Score -4124136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4124162.750000 Penalty: 4956.713379
	Iteration 17Q: 3 clusters Score -4124163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4124194.500000 Penalty: 4956.713379
	Iteration 18Q: 3 clusters Score -4124194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4124214.000000 Penalty: 4956.713379
	Iteration 19Q: 3 clusters Score -4124214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4124229.250000 Penalty: 4956.713379
	Iteration 20F: 3 clusters Score -4124229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4124237.500000 Penalty: 4956.713379
	Iteration 21Q: 3 clusters Score -4124238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4124239.500000 Penalty: 4956.713379
	Iteration 22Q: 3 clusters Score -4124240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4124240.500000 Penalty: 4956.713379
	Iteration 23Q: 3 clusters Score -4124240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4124250.500000 Penalty: 4956.713379
	Iteration 24Q: 3 clusters Score -4124250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4124249.250000 Penalty: 4956.713379
	Iteration 25Q: 3 clusters Score -4124249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4124257.250000 Penalty: 4956.713379
	Iteration 26Q: 3 clusters Score -4124257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4124257.250000 Penalty: 4956.713379
	Iteration 27F: 3 clusters Score -4124257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Entering Unmasked Estep 
Score: -3607623.750000 Penalty: 2446.057373
	Iteration 0F: 2 clusters Score -3607624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3594237.750000 Penalty: 4892.114746
	Iteration 0F: 3 clusters Score -3594238 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3598760.000000 Penalty: 4892.114746
	Iteration 1F: 3 clusters Score -3598760 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3599122.750000 Penalty: 4892.114746
	Iteration 2F: 3 clusters Score -3599123 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3599410.000000 Penalty: 4892.114746
	Iteration 3Q: 3 clusters Score -3599410 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3599606.750000 Penalty: 4892.114746
	Iteration 4Q: 3 clusters Score -3599607 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3599813.500000 Penalty: 4892.114746
	Iteration 5Q: 3 clusters Score -3599814 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3600008.000000 Penalty: 4892.114746
	Iteration 6Q: 3 clusters Score -3600008 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3600180.000000 Penalty: 4892.114746
	Iteration 7Q: 3 clusters Score -3600180 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3600427.250000 Penalty: 4892.114746
	Iteration 8Q: 3 clusters Score -3600427 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3600760.500000 Penalty: 4892.114746
	Iteration 9Q: 3 clusters Score -3600760 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3601205.000000 Penalty: 4892.114746
	Iteration 10Q: 3 clusters Score -3601205 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3601805.500000 Penalty: 4892.114746
	Iteration 11Q: 3 clusters Score -3601806 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3602575.250000 Penalty: 4892.114746
	Iteration 12F: 3 clusters Score -3602575 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3603464.500000 Penalty: 4892.114746
	Iteration 13F: 3 clusters Score -3603464 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3604306.000000 Penalty: 4892.114746
	Iteration 14Q: 3 clusters Score -3604306 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3604828.250000 Penalty: 4892.114746
	Iteration 15Q: 3 clusters Score -3604828 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3605137.750000 Penalty: 4892.114746
	Iteration 16Q: 3 clusters Score -3605138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3605305.750000 Penalty: 4892.114746
	Iteration 17Q: 3 clusters Score -3605306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3605389.000000 Penalty: 4892.114746
	Iteration 18Q: 3 clusters Score -3605389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3605424.000000 Penalty: 4892.114746
	Iteration 19Q: 3 clusters Score -3605424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3605456.750000 Penalty: 4892.114746
	Iteration 20F: 3 clusters Score -3605457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3605464.750000 Penalty: 4892.114746
	Iteration 21Q: 3 clusters Score -3605465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3605495.500000 Penalty: 4892.114746
	Iteration 22Q: 3 clusters Score -3605496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3605508.750000 Penalty: 4892.114746
	Iteration 23Q: 3 clusters Score -3605509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3605530.250000 Penalty: 4892.114746
	Iteration 24Q: 3 clusters Score -3605530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3605544.500000 Penalty: 4892.114746
	Iteration 25Q: 3 clusters Score -3605544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3605549.750000 Penalty: 4892.114746
	Iteration 26Q: 3 clusters Score -3605550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3605555.500000 Penalty: 4892.114746
	Iteration 27Q: 3 clusters Score -3605556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3605557.250000 Penalty: 4892.114746
	Iteration 28Q: 3 clusters Score -3605557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3605557.750000 Penalty: 4892.114746
	Iteration 29Q: 3 clusters Score -3605558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3605560.250000 Penalty: 4892.114746
	Iteration 30Q: 3 clusters Score -3605560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3605560.250000 Penalty: 4892.114746
	Iteration 31F: 3 clusters Score -3605560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -3706793.750000 Penalty: 2437.867432
	Iteration 0F: 2 clusters Score -3706794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3695792.250000 Penalty: 4875.734863
	Iteration 0F: 3 clusters Score -3695792 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3700185.250000 Penalty: 4875.734863
	Iteration 1F: 3 clusters Score -3700185 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3700596.500000 Penalty: 4875.734863
	Iteration 2F: 3 clusters Score -3700596 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3700965.750000 Penalty: 4875.734863
	Iteration 3F: 3 clusters Score -3700966 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3701274.750000 Penalty: 4875.734863
	Iteration 4Q: 3 clusters Score -3701275 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3701569.000000 Penalty: 4875.734863
	Iteration 5Q: 3 clusters Score -3701569 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3701798.250000 Penalty: 4875.734863
	Iteration 6Q: 3 clusters Score -3701798 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3702021.250000 Penalty: 4875.734863
	Iteration 7Q: 3 clusters Score -3702021 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3702306.000000 Penalty: 4875.734863
	Iteration 8Q: 3 clusters Score -3702306 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3702617.750000 Penalty: 4875.734863
	Iteration 9Q: 3 clusters Score -3702618 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3703035.500000 Penalty: 4875.734863
	Iteration 10Q: 3 clusters Score -3703036 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3703491.750000 Penalty: 4875.734863
	Iteration 11Q: 3 clusters Score -3703492 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3703885.250000 Penalty: 4875.734863
	Iteration 12Q: 3 clusters Score -3703885 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3704172.500000 Penalty: 4875.734863
	Iteration 13Q: 3 clusters Score -3704172 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3704343.750000 Penalty: 4875.734863
	Iteration 14Q: 3 clusters Score -3704344 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3704413.750000 Penalty: 4875.734863
	Iteration 15Q: 3 clusters Score -3704414 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3704441.500000 Penalty: 4875.734863
	Iteration 16Q: 3 clusters Score -3704442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3704472.500000 Penalty: 4875.734863
	Iteration 17Q: 3 clusters Score -3704472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -3704487.000000 Penalty: 4875.734863
	Iteration 18Q: 3 clusters Score -3704487 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3704506.000000 Penalty: 4875.734863
	Iteration 19Q: 3 clusters Score -3704506 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3704527.500000 Penalty: 4875.734863
	Iteration 20F: 3 clusters Score -3704528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3704539.250000 Penalty: 4875.734863
	Iteration 21Q: 3 clusters Score -3704539 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3704556.000000 Penalty: 4875.734863
	Iteration 22Q: 3 clusters Score -3704556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3704567.000000 Penalty: 4875.734863
	Iteration 23Q: 3 clusters Score -3704567 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3704576.750000 Penalty: 4875.734863
	Iteration 24Q: 3 clusters Score -3704577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3704591.250000 Penalty: 4875.734863
	Iteration 25Q: 3 clusters Score -3704591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3704593.250000 Penalty: 4875.734863
	Iteration 26Q: 3 clusters Score -3704593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3704602.000000 Penalty: 4875.734863
	Iteration 27Q: 3 clusters Score -3704602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3704606.250000 Penalty: 4875.734863
	Iteration 28Q: 3 clusters Score -3704606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3704617.250000 Penalty: 4875.734863
	Iteration 29Q: 3 clusters Score -3704617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3704619.500000 Penalty: 4875.734863
	Iteration 30Q: 3 clusters Score -3704620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3704630.250000 Penalty: 4875.734863
	Iteration 31Q: 3 clusters Score -3704630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3704635.750000 Penalty: 4875.734863
	Iteration 32Q: 3 clusters Score -3704636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3704642.250000 Penalty: 4875.734863
	Iteration 33Q: 3 clusters Score -3704642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3704655.000000 Penalty: 4875.734863
	Iteration 34Q: 3 clusters Score -3704655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -3704645.250000 Penalty: 4875.734863
	Iteration 35Q: 3 clusters Score -3704645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3704647.500000 Penalty: 4875.734863
	Iteration 36Q: 3 clusters Score -3704648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3704647.250000 Penalty: 4875.734863
	Iteration 37Q: 3 clusters Score -3704647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3704652.250000 Penalty: 4875.734863
	Iteration 38Q: 3 clusters Score -3704652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3704643.750000 Penalty: 4875.734863
	Iteration 39Q: 3 clusters Score -3704644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3704650.750000 Penalty: 4875.734863
	Iteration 40F: 3 clusters Score -3704651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3704659.500000 Penalty: 4875.734863
	Iteration 41Q: 3 clusters Score -3704660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3704661.250000 Penalty: 4875.734863
	Iteration 42Q: 3 clusters Score -3704661 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3704665.000000 Penalty: 4875.734863
	Iteration 43Q: 3 clusters Score -3704665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3704660.000000 Penalty: 4875.734863
	Iteration 44Q: 3 clusters Score -3704660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3704662.750000 Penalty: 4875.734863
	Iteration 45Q: 3 clusters Score -3704663 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3704665.500000 Penalty: 4875.734863
	Iteration 46Q: 3 clusters Score -3704666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3704671.250000 Penalty: 4875.734863
	Iteration 47Q: 3 clusters Score -3704671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3704678.500000 Penalty: 4875.734863
	Iteration 48Q: 3 clusters Score -3704678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3704687.500000 Penalty: 4875.734863
	Iteration 49Q: 3 clusters Score -3704688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3704692.250000 Penalty: 4875.734863
	Iteration 50Q: 3 clusters Score -3704692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -3704697.750000 Penalty: 4875.734863
	Iteration 51Q: 3 clusters Score -3704698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3704700.250000 Penalty: 4875.734863
	Iteration 52Q: 3 clusters Score -3704700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3704699.000000 Penalty: 4875.734863
	Iteration 53Q: 3 clusters Score -3704699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3704704.000000 Penalty: 4875.734863
	Iteration 54Q: 3 clusters Score -3704704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3704714.750000 Penalty: 4875.734863
	Iteration 55Q: 3 clusters Score -3704715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3704709.750000 Penalty: 4875.734863
	Iteration 56Q: 3 clusters Score -3704710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3704708.500000 Penalty: 4875.734863
	Iteration 57Q: 3 clusters Score -3704708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3704702.750000 Penalty: 4875.734863
	Iteration 58Q: 3 clusters Score -3704703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3704703.000000 Penalty: 4875.734863
	Iteration 59Q: 3 clusters Score -3704703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3704697.250000 Penalty: 4875.734863
	Iteration 60F: 3 clusters Score -3704697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -3704706.000000 Penalty: 4875.734863
	Iteration 61Q: 3 clusters Score -3704706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3704709.250000 Penalty: 4875.734863
	Iteration 62Q: 3 clusters Score -3704709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3704710.500000 Penalty: 4875.734863
	Iteration 63Q: 3 clusters Score -3704710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3704712.000000 Penalty: 4875.734863
	Iteration 64Q: 3 clusters Score -3704712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3704715.750000 Penalty: 4875.734863
	Iteration 65Q: 3 clusters Score -3704716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3704711.250000 Penalty: 4875.734863
	Iteration 66Q: 3 clusters Score -3704711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3704716.000000 Penalty: 4875.734863
	Iteration 67Q: 3 clusters Score -3704716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3704714.750000 Penalty: 4875.734863
	Iteration 68Q: 3 clusters Score -3704715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3704715.750000 Penalty: 4875.734863
	Iteration 69Q: 3 clusters Score -3704716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3704721.250000 Penalty: 4875.734863
	Iteration 70Q: 3 clusters Score -3704721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3704719.000000 Penalty: 4875.734863
	Iteration 71Q: 3 clusters Score -3704719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3704719.250000 Penalty: 4875.734863
	Iteration 72Q: 3 clusters Score -3704719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3704717.750000 Penalty: 4875.734863
	Iteration 73Q: 3 clusters Score -3704718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3704720.000000 Penalty: 4875.734863
	Iteration 74Q: 3 clusters Score -3704720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3704718.000000 Penalty: 4875.734863
	Iteration 75Q: 3 clusters Score -3704718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3704714.250000 Penalty: 4875.734863
	Iteration 76Q: 3 clusters Score -3704714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3704716.000000 Penalty: 4875.734863
	Iteration 77Q: 3 clusters Score -3704716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3704714.750000 Penalty: 4875.734863
	Iteration 78Q: 3 clusters Score -3704715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3704712.500000 Penalty: 4875.734863
	Iteration 79Q: 3 clusters Score -3704712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3704712.500000 Penalty: 4875.734863
	Iteration 80F: 3 clusters Score -3704712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Entering Unmasked Estep 
Score: -3889023.500000 Penalty: 2449.162354
	Iteration 0F: 2 clusters Score -3889024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3878063.000000 Penalty: 4898.324707
	Iteration 0F: 3 clusters Score -3878063 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3882464.750000 Penalty: 4898.324707
	Iteration 1F: 3 clusters Score -3882465 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3882797.000000 Penalty: 4898.324707
	Iteration 2F: 3 clusters Score -3882797 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3883050.000000 Penalty: 4898.324707
	Iteration 3Q: 3 clusters Score -3883050 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3883226.750000 Penalty: 4898.324707
	Iteration 4Q: 3 clusters Score -3883227 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3883408.000000 Penalty: 4898.324707
	Iteration 5Q: 3 clusters Score -3883408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3883507.750000 Penalty: 4898.324707
	Iteration 6Q: 3 clusters Score -3883508 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3883642.750000 Penalty: 4898.324707
	Iteration 7Q: 3 clusters Score -3883643 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3883733.500000 Penalty: 4898.324707
	Iteration 8Q: 3 clusters Score -3883734 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3883807.250000 Penalty: 4898.324707
	Iteration 9Q: 3 clusters Score -3883807 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3883901.750000 Penalty: 4898.324707
	Iteration 10Q: 3 clusters Score -3883902 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3883988.250000 Penalty: 4898.324707
	Iteration 11Q: 3 clusters Score -3883988 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3884077.750000 Penalty: 4898.324707
	Iteration 12Q: 3 clusters Score -3884078 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3884161.750000 Penalty: 4898.324707
	Iteration 13Q: 3 clusters Score -3884162 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3884271.250000 Penalty: 4898.324707
	Iteration 14Q: 3 clusters Score -3884271 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3884429.000000 Penalty: 4898.324707
	Iteration 15Q: 3 clusters Score -3884429 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3884661.000000 Penalty: 4898.324707
	Iteration 16Q: 3 clusters Score -3884661 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3884985.250000 Penalty: 4898.324707
	Iteration 17Q: 3 clusters Score -3884985 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3885445.750000 Penalty: 4898.324707
	Iteration 18Q: 3 clusters Score -3885446 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3886001.000000 Penalty: 4898.324707
	Iteration 19Q: 3 clusters Score -3886001 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3886519.500000 Penalty: 4898.324707
	Iteration 20F: 3 clusters Score -3886520 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3886855.000000 Penalty: 4898.324707
	Iteration 21Q: 3 clusters Score -3886855 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3887052.750000 Penalty: 4898.324707
	Iteration 22Q: 3 clusters Score -3887053 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3887223.500000 Penalty: 4898.324707
	Iteration 23Q: 3 clusters Score -3887224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3887384.000000 Penalty: 4898.324707
	Iteration 24Q: 3 clusters Score -3887384 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3887594.750000 Penalty: 4898.324707
	Iteration 25Q: 3 clusters Score -3887595 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3887735.750000 Penalty: 4898.324707
	Iteration 26Q: 3 clusters Score -3887736 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3887949.500000 Penalty: 4898.324707
	Iteration 27Q: 3 clusters Score -3887950 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3888150.500000 Penalty: 4898.324707
	Iteration 28Q: 3 clusters Score -3888150 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3888285.000000 Penalty: 4898.324707
	Iteration 29Q: 3 clusters Score -3888285 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3888388.500000 Penalty: 4898.324707
	Iteration 30Q: 3 clusters Score -3888388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3888447.500000 Penalty: 4898.324707
	Iteration 31Q: 3 clusters Score -3888448 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3888472.000000 Penalty: 4898.324707
	Iteration 32Q: 3 clusters Score -3888472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3888484.000000 Penalty: 4898.324707
	Iteration 33Q: 3 clusters Score -3888484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3888496.750000 Penalty: 4898.324707
	Iteration 34Q: 3 clusters Score -3888497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3888521.500000 Penalty: 4898.324707
	Iteration 35Q: 3 clusters Score -3888522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3888531.500000 Penalty: 4898.324707
	Iteration 36Q: 3 clusters Score -3888532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3888551.750000 Penalty: 4898.324707
	Iteration 37Q: 3 clusters Score -3888552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3888551.000000 Penalty: 4898.324707
	Iteration 38Q: 3 clusters Score -3888551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -3888552.750000 Penalty: 4898.324707
	Iteration 39Q: 3 clusters Score -3888553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3888561.750000 Penalty: 4898.324707
	Iteration 40F: 3 clusters Score -3888562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3888571.250000 Penalty: 4898.324707
	Iteration 41Q: 3 clusters Score -3888571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3888577.250000 Penalty: 4898.324707
	Iteration 42Q: 3 clusters Score -3888577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3888557.250000 Penalty: 4898.324707
	Iteration 43Q: 3 clusters Score -3888557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3888562.250000 Penalty: 4898.324707
	Iteration 44Q: 3 clusters Score -3888562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3888557.750000 Penalty: 4898.324707
	Iteration 45Q: 3 clusters Score -3888558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3888559.500000 Penalty: 4898.324707
	Iteration 46Q: 3 clusters Score -3888560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3888561.500000 Penalty: 4898.324707
	Iteration 47Q: 3 clusters Score -3888562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3888568.500000 Penalty: 4898.324707
	Iteration 48Q: 3 clusters Score -3888568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3888560.000000 Penalty: 4898.324707
	Iteration 49Q: 3 clusters Score -3888560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3888568.000000 Penalty: 4898.324707
	Iteration 50Q: 3 clusters Score -3888568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -3888555.000000 Penalty: 4898.324707
	Iteration 51Q: 3 clusters Score -3888555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3888548.250000 Penalty: 4898.324707
	Iteration 52Q: 3 clusters Score -3888548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3888537.250000 Penalty: 4898.324707
	Iteration 53Q: 3 clusters Score -3888537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3888542.250000 Penalty: 4898.324707
	Iteration 54Q: 3 clusters Score -3888542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3888537.500000 Penalty: 4898.324707
	Iteration 55Q: 3 clusters Score -3888538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3888524.750000 Penalty: 4898.324707
	Iteration 56Q: 3 clusters Score -3888525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3888506.250000 Penalty: 4898.324707
	Iteration 57Q: 3 clusters Score -3888506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3888512.250000 Penalty: 4898.324707
	Iteration 58Q: 3 clusters Score -3888512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3888512.000000 Penalty: 4898.324707
	Iteration 59Q: 3 clusters Score -3888512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3888503.000000 Penalty: 4898.324707
	Iteration 60F: 3 clusters Score -3888503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3888517.000000 Penalty: 4898.324707
	Iteration 61Q: 3 clusters Score -3888517 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3888498.000000 Penalty: 4898.324707
	Iteration 62Q: 3 clusters Score -3888498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3888480.250000 Penalty: 4898.324707
	Iteration 63Q: 3 clusters Score -3888480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3888477.500000 Penalty: 4898.324707
	Iteration 64Q: 3 clusters Score -3888478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3888457.000000 Penalty: 4898.324707
	Iteration 65Q: 3 clusters Score -3888457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3888446.750000 Penalty: 4898.324707
	Iteration 66Q: 3 clusters Score -3888447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3888437.000000 Penalty: 4898.324707
	Iteration 67Q: 3 clusters Score -3888437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3888402.000000 Penalty: 4898.324707
	Iteration 68Q: 3 clusters Score -3888402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3888399.000000 Penalty: 4898.324707
	Iteration 69Q: 3 clusters Score -3888399 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3888381.250000 Penalty: 4898.324707
	Iteration 70Q: 3 clusters Score -3888381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3888378.750000 Penalty: 4898.324707
	Iteration 71Q: 3 clusters Score -3888379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3888383.000000 Penalty: 4898.324707
	Iteration 72Q: 3 clusters Score -3888383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3888370.250000 Penalty: 4898.324707
	Iteration 73Q: 3 clusters Score -3888370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3888350.750000 Penalty: 4898.324707
	Iteration 74Q: 3 clusters Score -3888351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3888353.000000 Penalty: 4898.324707
	Iteration 75Q: 3 clusters Score -3888353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3888360.500000 Penalty: 4898.324707
	Iteration 76Q: 3 clusters Score -3888360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3888357.000000 Penalty: 4898.324707
	Iteration 77Q: 3 clusters Score -3888357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3888356.750000 Penalty: 4898.324707
	Iteration 78Q: 3 clusters Score -3888357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3888352.250000 Penalty: 4898.324707
	Iteration 79Q: 3 clusters Score -3888352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3888349.000000 Penalty: 4898.324707
	Iteration 80F: 3 clusters Score -3888349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3888346.500000 Penalty: 4898.324707
	Iteration 81Q: 3 clusters Score -3888346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3888343.000000 Penalty: 4898.324707
	Iteration 82Q: 3 clusters Score -3888343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3888339.750000 Penalty: 4898.324707
	Iteration 83Q: 3 clusters Score -3888340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3888330.250000 Penalty: 4898.324707
	Iteration 84Q: 3 clusters Score -3888330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3888329.250000 Penalty: 4898.324707
	Iteration 85Q: 3 clusters Score -3888329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3888329.500000 Penalty: 4898.324707
	Iteration 86Q: 3 clusters Score -3888330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3888328.500000 Penalty: 4898.324707
	Iteration 87Q: 3 clusters Score -3888328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3888324.250000 Penalty: 4898.324707
	Iteration 88Q: 3 clusters Score -3888324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3888337.500000 Penalty: 4898.324707
	Iteration 89Q: 3 clusters Score -3888338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3888331.500000 Penalty: 4898.324707
	Iteration 90Q: 3 clusters Score -3888332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3888331.500000 Penalty: 4898.324707
	Iteration 91Q: 3 clusters Score -3888332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3888327.750000 Penalty: 4898.324707
	Iteration 92Q: 3 clusters Score -3888328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3888330.000000 Penalty: 4898.324707
	Iteration 93Q: 3 clusters Score -3888330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3888324.750000 Penalty: 4898.324707
	Iteration 94Q: 3 clusters Score -3888325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3888333.000000 Penalty: 4898.324707
	Iteration 95Q: 3 clusters Score -3888333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3888328.750000 Penalty: 4898.324707
	Iteration 96Q: 3 clusters Score -3888329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3888318.250000 Penalty: 4898.324707
	Iteration 97Q: 3 clusters Score -3888318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3888319.750000 Penalty: 4898.324707
	Iteration 98Q: 3 clusters Score -3888320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3888319.750000 Penalty: 4898.324707
	Iteration 99F: 3 clusters Score -3888320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44684 members 
Mstep: Class 8 contains 10370 members 
Mstep: Class 9 contains 21907 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14381 members 
Mstep: Class 13 contains 31310 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20020 members 
Mstep: Class 16 contains 19091 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11798 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 21558 members 
Mstep: Class 27 contains 20140 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20849 members 
Mstep: Class 31 contains 19389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 9420 members 
Mstep: Class 35 contains 21881 members 
Mstep: Class 36 contains 19209 members 
Mstep: Class 38 contains 18585 members 
Mstep: Class 39 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216888.000000 Penalty: 119853.843750
Iteration 399Q: 38 clusters Score -8.721689e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 20770 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44686 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 21906 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14373 members 
Mstep: Class 13 contains 31321 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 19094 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18788 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9469 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11802 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 20129 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20850 members 
Mstep: Class 31 contains 19386 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20417 members 
Mstep: Class 34 contains 9422 members 
Mstep: Class 35 contains 21874 members 
Mstep: Class 36 contains 19206 members 
Mstep: Class 38 contains 18578 members 
Mstep: Class 39 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216960.000000 Penalty: 119853.843750
Iteration 400F: 38 clusters Score -8.721696e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44680 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 21904 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14364 members 
Mstep: Class 13 contains 31322 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 16 contains 19097 members 
Mstep: Class 17 contains 13351 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18793 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9470 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 18447 members 
Mstep: Class 26 contains 21561 members 
Mstep: Class 27 contains 20124 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20848 members 
Mstep: Class 31 contains 19389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 9427 members 
Mstep: Class 35 contains 21890 members 
Mstep: Class 36 contains 19203 members 
Mstep: Class 38 contains 18564 members 
Mstep: Class 39 contains 19462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216784.000000 Penalty: 119853.843750
Iteration 401Q: 38 clusters Score -8.721678e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 20780 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 21911 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 31353 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20015 members 
Mstep: Class 16 contains 19100 members 
Mstep: Class 17 contains 13346 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18791 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9470 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21565 members 
Mstep: Class 27 contains 20117 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20847 members 
Mstep: Class 31 contains 19394 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20413 members 
Mstep: Class 34 contains 9435 members 
Mstep: Class 35 contains 21884 members 
Mstep: Class 36 contains 19197 members 
Mstep: Class 38 contains 18562 members 
Mstep: Class 39 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216784.000000 Penalty: 119853.843750
Iteration 402Q: 38 clusters Score -8.721678e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 20778 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 21918 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14358 members 
Mstep: Class 13 contains 31394 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 19104 members 
Mstep: Class 17 contains 13341 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18794 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11805 members 
Mstep: Class 25 contains 18439 members 
Mstep: Class 26 contains 21562 members 
Mstep: Class 27 contains 20112 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20850 members 
Mstep: Class 31 contains 19391 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20412 members 
Mstep: Class 34 contains 9442 members 
Mstep: Class 35 contains 21859 members 
Mstep: Class 36 contains 19195 members 
Mstep: Class 38 contains 18563 members 
Mstep: Class 39 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216752.000000 Penalty: 119853.843750
Iteration 403Q: 38 clusters Score -8.721675e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 10392 members 
Mstep: Class 9 contains 21926 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14347 members 
Mstep: Class 13 contains 31427 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19989 members 
Mstep: Class 16 contains 19109 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18791 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11804 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21551 members 
Mstep: Class 27 contains 20104 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20845 members 
Mstep: Class 31 contains 19392 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20410 members 
Mstep: Class 34 contains 9463 members 
Mstep: Class 35 contains 21846 members 
Mstep: Class 36 contains 19196 members 
Mstep: Class 38 contains 18562 members 
Mstep: Class 39 contains 19429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216888.000000 Penalty: 119853.843750
Iteration 404Q: 38 clusters Score -8.721689e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7407 members 
Mstep: Class 5 contains 20777 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44671 members 
Mstep: Class 8 contains 10400 members 
Mstep: Class 9 contains 21938 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 31447 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19960 members 
Mstep: Class 16 contains 19109 members 
Mstep: Class 17 contains 13340 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18794 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 18447 members 
Mstep: Class 26 contains 21553 members 
Mstep: Class 27 contains 20103 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20850 members 
Mstep: Class 31 contains 19387 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20411 members 
Mstep: Class 34 contains 9476 members 
Mstep: Class 35 contains 21840 members 
Mstep: Class 36 contains 19201 members 
Mstep: Class 38 contains 18565 members 
Mstep: Class 39 contains 19421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216800.000000 Penalty: 119853.843750
Iteration 405Q: 38 clusters Score -8.72168e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7405 members 
Mstep: Class 5 contains 20772 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 10410 members 
Mstep: Class 9 contains 21961 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14322 members 
Mstep: Class 13 contains 31480 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19921 members 
Mstep: Class 16 contains 19105 members 
Mstep: Class 17 contains 13342 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18797 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11794 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 21567 members 
Mstep: Class 27 contains 20103 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20850 members 
Mstep: Class 31 contains 19386 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20418 members 
Mstep: Class 34 contains 9472 members 
Mstep: Class 35 contains 21833 members 
Mstep: Class 36 contains 19210 members 
Mstep: Class 38 contains 18564 members 
Mstep: Class 39 contains 19419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216768.000000 Penalty: 119853.843750
Iteration 406Q: 38 clusters Score -8.721677e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 20777 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44642 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 21979 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14309 members 
Mstep: Class 13 contains 31499 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 19104 members 
Mstep: Class 17 contains 13332 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 18452 members 
Mstep: Class 26 contains 21576 members 
Mstep: Class 27 contains 20104 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20850 members 
Mstep: Class 31 contains 19399 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20421 members 
Mstep: Class 34 contains 9465 members 
Mstep: Class 35 contains 21817 members 
Mstep: Class 36 contains 19217 members 
Mstep: Class 38 contains 18555 members 
Mstep: Class 39 contains 19415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217016.000000 Penalty: 119853.843750
Iteration 407Q: 38 clusters Score -8.721702e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 20776 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 10437 members 
Mstep: Class 9 contains 21996 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14302 members 
Mstep: Class 13 contains 31521 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19891 members 
Mstep: Class 16 contains 19110 members 
Mstep: Class 17 contains 13327 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11784 members 
Mstep: Class 25 contains 18457 members 
Mstep: Class 26 contains 21575 members 
Mstep: Class 27 contains 20098 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20844 members 
Mstep: Class 31 contains 19402 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20426 members 
Mstep: Class 34 contains 9463 members 
Mstep: Class 35 contains 21806 members 
Mstep: Class 36 contains 19222 members 
Mstep: Class 38 contains 18556 members 
Mstep: Class 39 contains 19407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217008.000000 Penalty: 119853.843750
Iteration 408Q: 38 clusters Score -8.721701e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7397 members 
Mstep: Class 5 contains 20770 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44611 members 
Mstep: Class 8 contains 10445 members 
Mstep: Class 9 contains 22015 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14299 members 
Mstep: Class 13 contains 31559 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19902 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18806 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 18461 members 
Mstep: Class 26 contains 21572 members 
Mstep: Class 27 contains 20097 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20841 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20425 members 
Mstep: Class 34 contains 9465 members 
Mstep: Class 35 contains 21777 members 
Mstep: Class 36 contains 19218 members 
Mstep: Class 38 contains 18552 members 
Mstep: Class 39 contains 19393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217000.000000 Penalty: 119853.843750
Iteration 409Q: 38 clusters Score -8.7217e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7394 members 
Mstep: Class 5 contains 20764 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44603 members 
Mstep: Class 8 contains 10465 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14292 members 
Mstep: Class 13 contains 31577 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19900 members 
Mstep: Class 16 contains 19126 members 
Mstep: Class 17 contains 13332 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 18460 members 
Mstep: Class 26 contains 21576 members 
Mstep: Class 27 contains 20093 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20838 members 
Mstep: Class 31 contains 19385 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20422 members 
Mstep: Class 34 contains 9480 members 
Mstep: Class 35 contains 21766 members 
Mstep: Class 36 contains 19220 members 
Mstep: Class 38 contains 18531 members 
Mstep: Class 39 contains 19387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217064.000000 Penalty: 119853.843750
Iteration 410Q: 38 clusters Score -8.721706e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 20767 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 22050 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14280 members 
Mstep: Class 13 contains 31603 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19906 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 13331 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9463 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11789 members 
Mstep: Class 25 contains 18459 members 
Mstep: Class 26 contains 21576 members 
Mstep: Class 27 contains 20089 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20839 members 
Mstep: Class 31 contains 19387 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20417 members 
Mstep: Class 34 contains 9488 members 
Mstep: Class 35 contains 21734 members 
Mstep: Class 36 contains 19222 members 
Mstep: Class 38 contains 18520 members 
Mstep: Class 39 contains 19376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217248.000000 Penalty: 119853.843750
Iteration 411Q: 38 clusters Score -8.721725e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44602 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 22053 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14273 members 
Mstep: Class 13 contains 31609 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13320 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9462 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11788 members 
Mstep: Class 25 contains 18465 members 
Mstep: Class 26 contains 21566 members 
Mstep: Class 27 contains 20087 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20838 members 
Mstep: Class 31 contains 19387 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20417 members 
Mstep: Class 34 contains 9494 members 
Mstep: Class 35 contains 21732 members 
Mstep: Class 36 contains 19223 members 
Mstep: Class 38 contains 18530 members 
Mstep: Class 39 contains 19369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217248.000000 Penalty: 119853.843750
Iteration 412Q: 38 clusters Score -8.721725e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7381 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44590 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 22061 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14271 members 
Mstep: Class 13 contains 31624 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13314 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 18463 members 
Mstep: Class 26 contains 21548 members 
Mstep: Class 27 contains 20083 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20837 members 
Mstep: Class 31 contains 19394 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20419 members 
Mstep: Class 34 contains 9492 members 
Mstep: Class 35 contains 21741 members 
Mstep: Class 36 contains 19221 members 
Mstep: Class 38 contains 18542 members 
Mstep: Class 39 contains 19357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217240.000000 Penalty: 119853.843750
Iteration 413Q: 38 clusters Score -8.721724e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44586 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 22069 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14274 members 
Mstep: Class 13 contains 31637 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 19132 members 
Mstep: Class 17 contains 13323 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9462 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 11789 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21537 members 
Mstep: Class 27 contains 20081 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20832 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20416 members 
Mstep: Class 34 contains 9499 members 
Mstep: Class 35 contains 21740 members 
Mstep: Class 36 contains 19223 members 
Mstep: Class 38 contains 18532 members 
Mstep: Class 39 contains 19346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217232.000000 Penalty: 119853.843750
Iteration 414Q: 38 clusters Score -8.721723e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44582 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 22065 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14270 members 
Mstep: Class 13 contains 31656 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19949 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 13318 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 11789 members 
Mstep: Class 25 contains 18439 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 20077 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20826 members 
Mstep: Class 31 contains 19395 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20412 members 
Mstep: Class 34 contains 9509 members 
Mstep: Class 35 contains 21733 members 
Mstep: Class 36 contains 19220 members 
Mstep: Class 38 contains 18532 members 
Mstep: Class 39 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217368.000000 Penalty: 119853.843750
Iteration 415Q: 38 clusters Score -8.721737e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 10475 members 
Mstep: Class 9 contains 22085 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14264 members 
Mstep: Class 13 contains 31683 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19956 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13319 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9469 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4951 members 
Mstep: Class 24 contains 11789 members 
Mstep: Class 25 contains 18436 members 
Mstep: Class 26 contains 21533 members 
Mstep: Class 27 contains 20069 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20816 members 
Mstep: Class 31 contains 19390 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20411 members 
Mstep: Class 34 contains 9507 members 
Mstep: Class 35 contains 21708 members 
Mstep: Class 36 contains 19225 members 
Mstep: Class 38 contains 18540 members 
Mstep: Class 39 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217368.000000 Penalty: 119853.843750
Iteration 416Q: 38 clusters Score -8.721737e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7367 members 
Mstep: Class 5 contains 20785 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44582 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 22115 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14256 members 
Mstep: Class 13 contains 31693 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19963 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 13325 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18803 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4952 members 
Mstep: Class 24 contains 11787 members 
Mstep: Class 25 contains 18435 members 
Mstep: Class 26 contains 21535 members 
Mstep: Class 27 contains 20067 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20811 members 
Mstep: Class 31 contains 19388 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 9498 members 
Mstep: Class 35 contains 21683 members 
Mstep: Class 36 contains 19221 members 
Mstep: Class 38 contains 18546 members 
Mstep: Class 39 contains 19337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217104.000000 Penalty: 119853.843750
Iteration 417Q: 38 clusters Score -8.72171e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7358 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44589 members 
Mstep: Class 8 contains 10463 members 
Mstep: Class 9 contains 22120 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31708 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19986 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13332 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18806 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 18431 members 
Mstep: Class 26 contains 21534 members 
Mstep: Class 27 contains 20060 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20805 members 
Mstep: Class 31 contains 19389 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 21670 members 
Mstep: Class 36 contains 19225 members 
Mstep: Class 38 contains 18551 members 
Mstep: Class 39 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217120.000000 Penalty: 119853.843750
Iteration 418Q: 38 clusters Score -8.721712e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14242 members 
Mstep: Class 13 contains 31705 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19982 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 11788 members 
Mstep: Class 25 contains 18432 members 
Mstep: Class 26 contains 21551 members 
Mstep: Class 27 contains 20054 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20803 members 
Mstep: Class 31 contains 19382 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 9493 members 
Mstep: Class 35 contains 21676 members 
Mstep: Class 36 contains 19225 members 
Mstep: Class 38 contains 18554 members 
Mstep: Class 39 contains 19331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217048.000000 Penalty: 119853.843750
Iteration 419Q: 38 clusters Score -8.721705e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7347 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10461 members 
Mstep: Class 9 contains 22130 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14234 members 
Mstep: Class 13 contains 31706 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 19989 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 13339 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18811 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 21546 members 
Mstep: Class 27 contains 20051 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20805 members 
Mstep: Class 31 contains 19371 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20406 members 
Mstep: Class 34 contains 9493 members 
Mstep: Class 35 contains 21679 members 
Mstep: Class 36 contains 19233 members 
Mstep: Class 38 contains 18553 members 
Mstep: Class 39 contains 19332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217080.000000 Penalty: 119853.843750
Iteration 420F: 38 clusters Score -8.721708e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 22141 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14235 members 
Mstep: Class 13 contains 31705 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20007 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 13343 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11780 members 
Mstep: Class 25 contains 18432 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 20049 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20803 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20401 members 
Mstep: Class 34 contains 9493 members 
Mstep: Class 35 contains 21678 members 
Mstep: Class 36 contains 19223 members 
Mstep: Class 38 contains 18556 members 
Mstep: Class 39 contains 19339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217040.000000 Penalty: 119853.843750
Iteration 421Q: 38 clusters Score -8.721704e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7341 members 
Mstep: Class 5 contains 20780 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14231 members 
Mstep: Class 13 contains 31705 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20003 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18811 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9458 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11775 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21538 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20804 members 
Mstep: Class 31 contains 19363 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 21682 members 
Mstep: Class 36 contains 19224 members 
Mstep: Class 38 contains 18562 members 
Mstep: Class 39 contains 19334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217024.000000 Penalty: 119853.843750
Iteration 422Q: 38 clusters Score -8.721702e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 20779 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44581 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 22163 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14238 members 
Mstep: Class 13 contains 31707 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20004 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 13336 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11772 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21544 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20798 members 
Mstep: Class 31 contains 19359 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 9489 members 
Mstep: Class 35 contains 21678 members 
Mstep: Class 36 contains 19224 members 
Mstep: Class 38 contains 18570 members 
Mstep: Class 39 contains 19335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217056.000000 Penalty: 119853.843750
Iteration 423Q: 38 clusters Score -8.721706e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44580 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 22178 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 31696 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20033 members 
Mstep: Class 16 contains 19151 members 
Mstep: Class 17 contains 13319 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18808 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 9457 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21537 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20796 members 
Mstep: Class 31 contains 19360 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 9487 members 
Mstep: Class 35 contains 21650 members 
Mstep: Class 36 contains 19228 members 
Mstep: Class 38 contains 18581 members 
Mstep: Class 39 contains 19337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216936.000000 Penalty: 119853.843750
Iteration 424Q: 38 clusters Score -8.721694e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44585 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 22196 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14241 members 
Mstep: Class 13 contains 31681 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20039 members 
Mstep: Class 16 contains 19148 members 
Mstep: Class 17 contains 13314 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18809 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11770 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21539 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20803 members 
Mstep: Class 31 contains 19364 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9487 members 
Mstep: Class 35 contains 21648 members 
Mstep: Class 36 contains 19226 members 
Mstep: Class 38 contains 18573 members 
Mstep: Class 39 contains 19336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216808.000000 Penalty: 119853.843750
Iteration 425Q: 38 clusters Score -8.721681e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44587 members 
Mstep: Class 8 contains 10466 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14245 members 
Mstep: Class 13 contains 31681 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20044 members 
Mstep: Class 16 contains 19144 members 
Mstep: Class 17 contains 13304 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18819 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9448 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11770 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21543 members 
Mstep: Class 27 contains 20051 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20806 members 
Mstep: Class 31 contains 19362 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9488 members 
Mstep: Class 35 contains 21634 members 
Mstep: Class 36 contains 19219 members 
Mstep: Class 38 contains 18567 members 
Mstep: Class 39 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216840.000000 Penalty: 119853.843750
Iteration 426Q: 38 clusters Score -8.721684e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 22232 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14252 members 
Mstep: Class 13 contains 31688 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20042 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 13283 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9455 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11770 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21541 members 
Mstep: Class 27 contains 20050 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20805 members 
Mstep: Class 31 contains 19360 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 9484 members 
Mstep: Class 35 contains 21633 members 
Mstep: Class 36 contains 19219 members 
Mstep: Class 38 contains 18567 members 
Mstep: Class 39 contains 19346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216840.000000 Penalty: 119853.843750
Iteration 427Q: 38 clusters Score -8.721684e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 22237 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 31686 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20065 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13279 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18819 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9459 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11769 members 
Mstep: Class 25 contains 18435 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 20053 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20800 members 
Mstep: Class 31 contains 19351 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20400 members 
Mstep: Class 34 contains 9474 members 
Mstep: Class 35 contains 21626 members 
Mstep: Class 36 contains 19224 members 
Mstep: Class 38 contains 18568 members 
Mstep: Class 39 contains 19348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216912.000000 Penalty: 119853.843750
Iteration 428Q: 38 clusters Score -8.721691e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 20785 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44589 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 22255 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14248 members 
Mstep: Class 13 contains 31687 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20079 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18829 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9461 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11765 members 
Mstep: Class 25 contains 18436 members 
Mstep: Class 26 contains 21526 members 
Mstep: Class 27 contains 20052 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20798 members 
Mstep: Class 31 contains 19338 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20400 members 
Mstep: Class 34 contains 9474 members 
Mstep: Class 35 contains 21619 members 
Mstep: Class 36 contains 19228 members 
Mstep: Class 38 contains 18560 members 
Mstep: Class 39 contains 19353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216904.000000 Penalty: 119853.843750
Iteration 429Q: 38 clusters Score -8.72169e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20780 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44593 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 22276 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31678 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9462 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 21527 members 
Mstep: Class 27 contains 20054 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20793 members 
Mstep: Class 31 contains 19337 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 9469 members 
Mstep: Class 35 contains 21613 members 
Mstep: Class 36 contains 19226 members 
Mstep: Class 38 contains 18568 members 
Mstep: Class 39 contains 19354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216792.000000 Penalty: 119853.843750
Iteration 430Q: 38 clusters Score -8.721679e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44591 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 22289 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31667 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20087 members 
Mstep: Class 16 contains 19136 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18828 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9466 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 18444 members 
Mstep: Class 26 contains 21529 members 
Mstep: Class 27 contains 20055 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20792 members 
Mstep: Class 31 contains 19336 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9469 members 
Mstep: Class 35 contains 21612 members 
Mstep: Class 36 contains 19225 members 
Mstep: Class 38 contains 18570 members 
Mstep: Class 39 contains 19359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216688.000000 Penalty: 119853.843750
Iteration 431Q: 38 clusters Score -8.721669e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 20791 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44587 members 
Mstep: Class 8 contains 10478 members 
Mstep: Class 9 contains 22296 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 31655 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20096 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18834 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11759 members 
Mstep: Class 25 contains 18443 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 20055 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20794 members 
Mstep: Class 31 contains 19328 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 9461 members 
Mstep: Class 35 contains 21598 members 
Mstep: Class 36 contains 19229 members 
Mstep: Class 38 contains 18572 members 
Mstep: Class 39 contains 19357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216672.000000 Penalty: 119853.843750
Iteration 432Q: 38 clusters Score -8.721667e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 20793 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44586 members 
Mstep: Class 8 contains 10482 members 
Mstep: Class 9 contains 22306 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14245 members 
Mstep: Class 13 contains 31646 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18829 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11750 members 
Mstep: Class 25 contains 18443 members 
Mstep: Class 26 contains 21530 members 
Mstep: Class 27 contains 20060 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20789 members 
Mstep: Class 31 contains 19324 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 9473 members 
Mstep: Class 35 contains 21591 members 
Mstep: Class 36 contains 19230 members 
Mstep: Class 38 contains 18564 members 
Mstep: Class 39 contains 19357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216664.000000 Penalty: 119853.843750
Iteration 433Q: 38 clusters Score -8.721666e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 20794 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44592 members 
Mstep: Class 8 contains 10484 members 
Mstep: Class 9 contains 22311 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14243 members 
Mstep: Class 13 contains 31655 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11746 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21513 members 
Mstep: Class 27 contains 20064 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20786 members 
Mstep: Class 31 contains 19323 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9469 members 
Mstep: Class 35 contains 21599 members 
Mstep: Class 36 contains 19229 members 
Mstep: Class 38 contains 18553 members 
Mstep: Class 39 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216880.000000 Penalty: 119853.843750
Iteration 434Q: 38 clusters Score -8.721688e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 20798 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44589 members 
Mstep: Class 8 contains 10486 members 
Mstep: Class 9 contains 22319 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14250 members 
Mstep: Class 13 contains 31660 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20109 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18836 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21504 members 
Mstep: Class 27 contains 20067 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20784 members 
Mstep: Class 31 contains 19312 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 9474 members 
Mstep: Class 35 contains 21599 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 18527 members 
Mstep: Class 39 contains 19357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216960.000000 Penalty: 119853.843750
Iteration 435Q: 38 clusters Score -8.721696e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 20796 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44580 members 
Mstep: Class 8 contains 10480 members 
Mstep: Class 9 contains 22331 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20123 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13246 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 21499 members 
Mstep: Class 27 contains 20068 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20778 members 
Mstep: Class 31 contains 19308 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 9477 members 
Mstep: Class 35 contains 21582 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 18520 members 
Mstep: Class 39 contains 19353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216872.000000 Penalty: 119853.843750
Iteration 436Q: 38 clusters Score -8.721687e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20790 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 10474 members 
Mstep: Class 9 contains 22336 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14252 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18848 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21492 members 
Mstep: Class 27 contains 20074 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20778 members 
Mstep: Class 31 contains 19303 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 9491 members 
Mstep: Class 35 contains 21582 members 
Mstep: Class 36 contains 19234 members 
Mstep: Class 38 contains 18504 members 
Mstep: Class 39 contains 19350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217048.000000 Penalty: 119853.843750
Iteration 437Q: 38 clusters Score -8.721705e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 10470 members 
Mstep: Class 9 contains 22348 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14251 members 
Mstep: Class 13 contains 31682 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20127 members 
Mstep: Class 16 contains 19150 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21493 members 
Mstep: Class 27 contains 20086 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20775 members 
Mstep: Class 31 contains 19300 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 9504 members 
Mstep: Class 35 contains 21572 members 
Mstep: Class 36 contains 19230 members 
Mstep: Class 38 contains 18493 members 
Mstep: Class 39 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217056.000000 Penalty: 119853.843750
Iteration 438Q: 38 clusters Score -8.721706e+07 nChanged 418
Entering ConstructFrom: 
Score: -87217056.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201909.281250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201909.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202235.984375 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202375.062500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202375.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -202481.140625 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -202481.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -202544.593750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -202544.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202593.656250 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202593.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -202627.734375 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -202648.421875 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -202671.078125 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202685.671875 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202685.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202708.656250 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202749.859375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -202787.078125 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202787.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -202804.218750 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -202813.093750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -202813.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202826.578125 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -202826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202834.750000 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -202834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -202842.296875 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -202842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202850.078125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -202850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202860.843750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -202860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202871.171875 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -202871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -202883.515625 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -202883.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202909.546875 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -202909.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -202931.843750 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -202931.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202964.109375 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -202964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -203004.062500 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203004.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -203068.687500 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203068.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -203161.187500 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203161.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -203249.187500 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203249.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -203317.531250 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -203361.687500 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203361.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -203444.921875 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -203444.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -203539.859375 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -203539.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203593.781250 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -203593.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -203618.093750 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -203618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -203626.796875 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -203626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -203634.328125 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -203634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203637.953125 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -203638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203643.750000 Penalty: 3506.657715
	Iteration 38Q: 3 clusters Score -203643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203645.890625 Penalty: 3506.657715
	Iteration 39Q: 3 clusters Score -203645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -203646.609375 Penalty: 3506.657715
	Iteration 40F: 3 clusters Score -203646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27892.144531 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27892.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27945.742188 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27945.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27954.076172 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27954.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27954.076172 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -27954.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57462.539062 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57462.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57933.660156 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57933.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58210.890625 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -58210.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58328.855469 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -58328.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58388.820312 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58388.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58400.777344 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58400.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58400.777344 Penalty: 2997.145996
	Iteration 6F: 3 clusters Score -58400.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -1326899.500000 Penalty: 2206.828613
	Iteration 0F: 2 clusters Score -1326900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1320902.125000 Penalty: 4413.657227
	Iteration 0F: 3 clusters Score -1320902 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1322735.000000 Penalty: 4413.657227
	Iteration 1F: 3 clusters Score -1322735 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1323263.500000 Penalty: 4413.657227
	Iteration 2F: 3 clusters Score -1323264 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1323593.875000 Penalty: 4413.657227
	Iteration 3F: 3 clusters Score -1323594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1323847.125000 Penalty: 4413.657227
	Iteration 4F: 3 clusters Score -1323847 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1324020.375000 Penalty: 4413.657227
	Iteration 5Q: 3 clusters Score -1324020 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1324137.750000 Penalty: 4413.657227
	Iteration 6Q: 3 clusters Score -1324138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1324230.625000 Penalty: 4413.657227
	Iteration 7Q: 3 clusters Score -1324231 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1324309.250000 Penalty: 4413.657227
	Iteration 8Q: 3 clusters Score -1324309 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1324377.875000 Penalty: 4413.657227
	Iteration 9Q: 3 clusters Score -1324378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1324426.250000 Penalty: 4413.657227
	Iteration 10Q: 3 clusters Score -1324426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1324475.000000 Penalty: 4413.657227
	Iteration 11Q: 3 clusters Score -1324475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1324514.250000 Penalty: 4413.657227
	Iteration 12Q: 3 clusters Score -1324514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1324549.250000 Penalty: 4413.657227
	Iteration 13Q: 3 clusters Score -1324549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1324579.625000 Penalty: 4413.657227
	Iteration 14Q: 3 clusters Score -1324580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1324607.625000 Penalty: 4413.657227
	Iteration 15Q: 3 clusters Score -1324608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1324640.000000 Penalty: 4413.657227
	Iteration 16Q: 3 clusters Score -1324640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1324671.500000 Penalty: 4413.657227
	Iteration 17Q: 3 clusters Score -1324672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1324704.375000 Penalty: 4413.657227
	Iteration 18Q: 3 clusters Score -1324704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1324737.500000 Penalty: 4413.657227
	Iteration 19Q: 3 clusters Score -1324738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1324766.625000 Penalty: 4413.657227
	Iteration 20F: 3 clusters Score -1324767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1324799.875000 Penalty: 4413.657227
	Iteration 21Q: 3 clusters Score -1324800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1324829.625000 Penalty: 4413.657227
	Iteration 22Q: 3 clusters Score -1324830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1324863.500000 Penalty: 4413.657227
	Iteration 23Q: 3 clusters Score -1324864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1324889.750000 Penalty: 4413.657227
	Iteration 24Q: 3 clusters Score -1324890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1324914.625000 Penalty: 4413.657227
	Iteration 25Q: 3 clusters Score -1324915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1324942.625000 Penalty: 4413.657227
	Iteration 26Q: 3 clusters Score -1324943 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1324974.250000 Penalty: 4413.657227
	Iteration 27Q: 3 clusters Score -1324974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1324995.250000 Penalty: 4413.657227
	Iteration 28Q: 3 clusters Score -1324995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1325012.625000 Penalty: 4413.657227
	Iteration 29Q: 3 clusters Score -1325013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1325031.500000 Penalty: 4413.657227
	Iteration 30Q: 3 clusters Score -1325032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1325050.250000 Penalty: 4413.657227
	Iteration 31Q: 3 clusters Score -1325050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1325068.750000 Penalty: 4413.657227
	Iteration 32Q: 3 clusters Score -1325069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1325085.250000 Penalty: 4413.657227
	Iteration 33Q: 3 clusters Score -1325085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1325101.875000 Penalty: 4413.657227
	Iteration 34Q: 3 clusters Score -1325102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1325122.125000 Penalty: 4413.657227
	Iteration 35Q: 3 clusters Score -1325122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1325143.500000 Penalty: 4413.657227
	Iteration 36Q: 3 clusters Score -1325144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1325160.000000 Penalty: 4413.657227
	Iteration 37Q: 3 clusters Score -1325160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1325175.750000 Penalty: 4413.657227
	Iteration 38Q: 3 clusters Score -1325176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1325188.375000 Penalty: 4413.657227
	Iteration 39Q: 3 clusters Score -1325188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1325201.250000 Penalty: 4413.657227
	Iteration 40F: 3 clusters Score -1325201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1325214.125000 Penalty: 4413.657227
	Iteration 41Q: 3 clusters Score -1325214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1325225.250000 Penalty: 4413.657227
	Iteration 42Q: 3 clusters Score -1325225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1325237.625000 Penalty: 4413.657227
	Iteration 43Q: 3 clusters Score -1325238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1325252.000000 Penalty: 4413.657227
	Iteration 44Q: 3 clusters Score -1325252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1325258.000000 Penalty: 4413.657227
	Iteration 45Q: 3 clusters Score -1325258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1325263.875000 Penalty: 4413.657227
	Iteration 46Q: 3 clusters Score -1325264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1325271.875000 Penalty: 4413.657227
	Iteration 47Q: 3 clusters Score -1325272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1325278.125000 Penalty: 4413.657227
	Iteration 48Q: 3 clusters Score -1325278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1325284.125000 Penalty: 4413.657227
	Iteration 49Q: 3 clusters Score -1325284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1325302.375000 Penalty: 4413.657227
	Iteration 50Q: 3 clusters Score -1325302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1325324.375000 Penalty: 4413.657227
	Iteration 51Q: 3 clusters Score -1325324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1325347.500000 Penalty: 4413.657227
	Iteration 52Q: 3 clusters Score -1325348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1325369.500000 Penalty: 4413.657227
	Iteration 53Q: 3 clusters Score -1325370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1325399.250000 Penalty: 4413.657227
	Iteration 54Q: 3 clusters Score -1325399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1325431.125000 Penalty: 4413.657227
	Iteration 55Q: 3 clusters Score -1325431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1325470.750000 Penalty: 4413.657227
	Iteration 56Q: 3 clusters Score -1325471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1325503.375000 Penalty: 4413.657227
	Iteration 57Q: 3 clusters Score -1325503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1325543.625000 Penalty: 4413.657227
	Iteration 58Q: 3 clusters Score -1325544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1325578.375000 Penalty: 4413.657227
	Iteration 59Q: 3 clusters Score -1325578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1325620.500000 Penalty: 4413.657227
	Iteration 60F: 3 clusters Score -1325620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1325656.625000 Penalty: 4413.657227
	Iteration 61Q: 3 clusters Score -1325657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1325694.375000 Penalty: 4413.657227
	Iteration 62Q: 3 clusters Score -1325694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1325735.000000 Penalty: 4413.657227
	Iteration 63Q: 3 clusters Score -1325735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1325773.750000 Penalty: 4413.657227
	Iteration 64Q: 3 clusters Score -1325774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1325798.375000 Penalty: 4413.657227
	Iteration 65Q: 3 clusters Score -1325798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1325825.000000 Penalty: 4413.657227
	Iteration 66Q: 3 clusters Score -1325825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1325852.375000 Penalty: 4413.657227
	Iteration 67Q: 3 clusters Score -1325852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1325883.875000 Penalty: 4413.657227
	Iteration 68Q: 3 clusters Score -1325884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1325906.000000 Penalty: 4413.657227
	Iteration 69Q: 3 clusters Score -1325906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1325923.625000 Penalty: 4413.657227
	Iteration 70Q: 3 clusters Score -1325924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1325935.250000 Penalty: 4413.657227
	Iteration 71Q: 3 clusters Score -1325935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1325949.875000 Penalty: 4413.657227
	Iteration 72Q: 3 clusters Score -1325950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1325956.750000 Penalty: 4413.657227
	Iteration 73Q: 3 clusters Score -1325957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1325966.500000 Penalty: 4413.657227
	Iteration 74Q: 3 clusters Score -1325966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1325976.250000 Penalty: 4413.657227
	Iteration 75Q: 3 clusters Score -1325976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1325978.625000 Penalty: 4413.657227
	Iteration 76Q: 3 clusters Score -1325979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1325982.625000 Penalty: 4413.657227
	Iteration 77Q: 3 clusters Score -1325983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1325984.375000 Penalty: 4413.657227
	Iteration 78Q: 3 clusters Score -1325984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1325983.750000 Penalty: 4413.657227
	Iteration 79Q: 3 clusters Score -1325984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1325983.750000 Penalty: 4413.657227
	Iteration 80F: 3 clusters Score -1325984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Entering Unmasked Estep 
Score: -3892228.000000 Penalty: 2465.600830
	Iteration 0F: 2 clusters Score -3892228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3878448.750000 Penalty: 4931.201660
	Iteration 0F: 3 clusters Score -3878449 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3883379.250000 Penalty: 4931.201660
	Iteration 1F: 3 clusters Score -3883379 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3883819.500000 Penalty: 4931.201660
	Iteration 2F: 3 clusters Score -3883820 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3884162.750000 Penalty: 4931.201660
	Iteration 3Q: 3 clusters Score -3884163 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3884415.750000 Penalty: 4931.201660
	Iteration 4Q: 3 clusters Score -3884416 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3884629.000000 Penalty: 4931.201660
	Iteration 5Q: 3 clusters Score -3884629 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3884815.750000 Penalty: 4931.201660
	Iteration 6Q: 3 clusters Score -3884816 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3885056.250000 Penalty: 4931.201660
	Iteration 7Q: 3 clusters Score -3885056 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3885321.250000 Penalty: 4931.201660
	Iteration 8Q: 3 clusters Score -3885321 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3885640.750000 Penalty: 4931.201660
	Iteration 9Q: 3 clusters Score -3885641 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3885991.000000 Penalty: 4931.201660
	Iteration 10Q: 3 clusters Score -3885991 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3886507.250000 Penalty: 4931.201660
	Iteration 11Q: 3 clusters Score -3886507 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3887067.250000 Penalty: 4931.201660
	Iteration 12Q: 3 clusters Score -3887067 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3887608.250000 Penalty: 4931.201660
	Iteration 13Q: 3 clusters Score -3887608 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3888073.000000 Penalty: 4931.201660
	Iteration 14Q: 3 clusters Score -3888073 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3888467.750000 Penalty: 4931.201660
	Iteration 15Q: 3 clusters Score -3888468 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3888819.500000 Penalty: 4931.201660
	Iteration 16Q: 3 clusters Score -3888820 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3889110.250000 Penalty: 4931.201660
	Iteration 17Q: 3 clusters Score -3889110 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3889375.000000 Penalty: 4931.201660
	Iteration 18Q: 3 clusters Score -3889375 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3889589.000000 Penalty: 4931.201660
	Iteration 19Q: 3 clusters Score -3889589 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3889734.000000 Penalty: 4931.201660
	Iteration 20F: 3 clusters Score -3889734 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3889873.000000 Penalty: 4931.201660
	Iteration 21Q: 3 clusters Score -3889873 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3889953.000000 Penalty: 4931.201660
	Iteration 22Q: 3 clusters Score -3889953 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3890014.250000 Penalty: 4931.201660
	Iteration 23Q: 3 clusters Score -3890014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3890057.000000 Penalty: 4931.201660
	Iteration 24Q: 3 clusters Score -3890057 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3890104.000000 Penalty: 4931.201660
	Iteration 25Q: 3 clusters Score -3890104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3890140.000000 Penalty: 4931.201660
	Iteration 26Q: 3 clusters Score -3890140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3890154.250000 Penalty: 4931.201660
	Iteration 27Q: 3 clusters Score -3890154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3890195.750000 Penalty: 4931.201660
	Iteration 28Q: 3 clusters Score -3890196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3890208.250000 Penalty: 4931.201660
	Iteration 29Q: 3 clusters Score -3890208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3890217.750000 Penalty: 4931.201660
	Iteration 30Q: 3 clusters Score -3890218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3890218.500000 Penalty: 4931.201660
	Iteration 31Q: 3 clusters Score -3890218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3890223.000000 Penalty: 4931.201660
	Iteration 32Q: 3 clusters Score -3890223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3890223.250000 Penalty: 4931.201660
	Iteration 33Q: 3 clusters Score -3890223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3890221.500000 Penalty: 4931.201660
	Iteration 34Q: 3 clusters Score -3890222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3890228.750000 Penalty: 4931.201660
	Iteration 35Q: 3 clusters Score -3890229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3890241.500000 Penalty: 4931.201660
	Iteration 36Q: 3 clusters Score -3890242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3890242.500000 Penalty: 4931.201660
	Iteration 37Q: 3 clusters Score -3890242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3890251.250000 Penalty: 4931.201660
	Iteration 38Q: 3 clusters Score -3890251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3890254.750000 Penalty: 4931.201660
	Iteration 39Q: 3 clusters Score -3890255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3890254.000000 Penalty: 4931.201660
	Iteration 40F: 3 clusters Score -3890254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3890259.750000 Penalty: 4931.201660
	Iteration 41Q: 3 clusters Score -3890260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3890259.250000 Penalty: 4931.201660
	Iteration 42Q: 3 clusters Score -3890259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3890259.000000 Penalty: 4931.201660
	Iteration 43Q: 3 clusters Score -3890259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3890260.250000 Penalty: 4931.201660
	Iteration 44Q: 3 clusters Score -3890260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3890260.250000 Penalty: 4931.201660
	Iteration 45F: 3 clusters Score -3890260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Entering Unmasked Estep 
Score: -700231.812500 Penalty: 2059.943848
	Iteration 0F: 2 clusters Score -700231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -696310.125000 Penalty: 4119.887695
	Iteration 0F: 3 clusters Score -696310.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -697251.500000 Penalty: 4119.887695
	Iteration 1F: 3 clusters Score -697251.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -697456.125000 Penalty: 4119.887695
	Iteration 2F: 3 clusters Score -697456.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -697552.187500 Penalty: 4119.887695
	Iteration 3Q: 3 clusters Score -697552.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -697612.812500 Penalty: 4119.887695
	Iteration 4Q: 3 clusters Score -697612.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -697656.562500 Penalty: 4119.887695
	Iteration 5Q: 3 clusters Score -697656.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -697681.187500 Penalty: 4119.887695
	Iteration 6Q: 3 clusters Score -697681.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -697691.750000 Penalty: 4119.887695
	Iteration 7Q: 3 clusters Score -697691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -697704.187500 Penalty: 4119.887695
	Iteration 8Q: 3 clusters Score -697704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -697712.750000 Penalty: 4119.887695
	Iteration 9Q: 3 clusters Score -697712.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -697724.625000 Penalty: 4119.887695
	Iteration 10Q: 3 clusters Score -697724.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -697735.875000 Penalty: 4119.887695
	Iteration 11Q: 3 clusters Score -697735.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -697753.562500 Penalty: 4119.887695
	Iteration 12Q: 3 clusters Score -697753.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -697770.062500 Penalty: 4119.887695
	Iteration 13Q: 3 clusters Score -697770.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -697789.625000 Penalty: 4119.887695
	Iteration 14Q: 3 clusters Score -697789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -697801.437500 Penalty: 4119.887695
	Iteration 15Q: 3 clusters Score -697801.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -697811.937500 Penalty: 4119.887695
	Iteration 16Q: 3 clusters Score -697811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -697828.437500 Penalty: 4119.887695
	Iteration 17Q: 3 clusters Score -697828.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -697840.687500 Penalty: 4119.887695
	Iteration 18Q: 3 clusters Score -697840.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -697852.500000 Penalty: 4119.887695
	Iteration 19Q: 3 clusters Score -697852.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -697865.750000 Penalty: 4119.887695
	Iteration 20F: 3 clusters Score -697865.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -697879.750000 Penalty: 4119.887695
	Iteration 21Q: 3 clusters Score -697879.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -697891.062500 Penalty: 4119.887695
	Iteration 22Q: 3 clusters Score -697891.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -697902.062500 Penalty: 4119.887695
	Iteration 23Q: 3 clusters Score -697902.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -697919.312500 Penalty: 4119.887695
	Iteration 24Q: 3 clusters Score -697919.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -697936.625000 Penalty: 4119.887695
	Iteration 25Q: 3 clusters Score -697936.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -697954.062500 Penalty: 4119.887695
	Iteration 26Q: 3 clusters Score -697954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -697964.562500 Penalty: 4119.887695
	Iteration 27Q: 3 clusters Score -697964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -697970.187500 Penalty: 4119.887695
	Iteration 28Q: 3 clusters Score -697970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -697976.250000 Penalty: 4119.887695
	Iteration 29Q: 3 clusters Score -697976.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -697982.437500 Penalty: 4119.887695
	Iteration 30Q: 3 clusters Score -697982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -697989.500000 Penalty: 4119.887695
	Iteration 31Q: 3 clusters Score -697989.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -697997.937500 Penalty: 4119.887695
	Iteration 32Q: 3 clusters Score -697997.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -698007.250000 Penalty: 4119.887695
	Iteration 33Q: 3 clusters Score -698007.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -698016.000000 Penalty: 4119.887695
	Iteration 34Q: 3 clusters Score -698016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -698029.187500 Penalty: 4119.887695
	Iteration 35Q: 3 clusters Score -698029.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -698043.687500 Penalty: 4119.887695
	Iteration 36Q: 3 clusters Score -698043.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -698058.687500 Penalty: 4119.887695
	Iteration 37Q: 3 clusters Score -698058.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -698068.500000 Penalty: 4119.887695
	Iteration 38Q: 3 clusters Score -698068.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -698083.437500 Penalty: 4119.887695
	Iteration 39Q: 3 clusters Score -698083.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -698094.125000 Penalty: 4119.887695
	Iteration 40F: 3 clusters Score -698094.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -698105.312500 Penalty: 4119.887695
	Iteration 41Q: 3 clusters Score -698105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -698117.500000 Penalty: 4119.887695
	Iteration 42Q: 3 clusters Score -698117.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -698128.625000 Penalty: 4119.887695
	Iteration 43Q: 3 clusters Score -698128.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -698142.750000 Penalty: 4119.887695
	Iteration 44Q: 3 clusters Score -698142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -698152.312500 Penalty: 4119.887695
	Iteration 45Q: 3 clusters Score -698152.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -698163.437500 Penalty: 4119.887695
	Iteration 46Q: 3 clusters Score -698163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -698175.000000 Penalty: 4119.887695
	Iteration 47Q: 3 clusters Score -698175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -698186.687500 Penalty: 4119.887695
	Iteration 48Q: 3 clusters Score -698186.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -698201.812500 Penalty: 4119.887695
	Iteration 49Q: 3 clusters Score -698201.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -698215.375000 Penalty: 4119.887695
	Iteration 50Q: 3 clusters Score -698215.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -698231.500000 Penalty: 4119.887695
	Iteration 51Q: 3 clusters Score -698231.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -698248.062500 Penalty: 4119.887695
	Iteration 52Q: 3 clusters Score -698248.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -698262.375000 Penalty: 4119.887695
	Iteration 53Q: 3 clusters Score -698262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -698274.000000 Penalty: 4119.887695
	Iteration 54Q: 3 clusters Score -698274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -698288.750000 Penalty: 4119.887695
	Iteration 55Q: 3 clusters Score -698288.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -698304.250000 Penalty: 4119.887695
	Iteration 56Q: 3 clusters Score -698304.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -698319.562500 Penalty: 4119.887695
	Iteration 57Q: 3 clusters Score -698319.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -698341.500000 Penalty: 4119.887695
	Iteration 58Q: 3 clusters Score -698341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -698358.937500 Penalty: 4119.887695
	Iteration 59Q: 3 clusters Score -698358.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -698378.250000 Penalty: 4119.887695
	Iteration 60F: 3 clusters Score -698378.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -698387.187500 Penalty: 4119.887695
	Iteration 61Q: 3 clusters Score -698387.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -698400.000000 Penalty: 4119.887695
	Iteration 62Q: 3 clusters Score -698400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -698412.125000 Penalty: 4119.887695
	Iteration 63Q: 3 clusters Score -698412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -698419.562500 Penalty: 4119.887695
	Iteration 64Q: 3 clusters Score -698419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -698423.000000 Penalty: 4119.887695
	Iteration 65Q: 3 clusters Score -698423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -698426.687500 Penalty: 4119.887695
	Iteration 66Q: 3 clusters Score -698426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -698435.062500 Penalty: 4119.887695
	Iteration 67Q: 3 clusters Score -698435.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -698445.250000 Penalty: 4119.887695
	Iteration 68Q: 3 clusters Score -698445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -698454.875000 Penalty: 4119.887695
	Iteration 69Q: 3 clusters Score -698454.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -698467.250000 Penalty: 4119.887695
	Iteration 70Q: 3 clusters Score -698467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -698479.062500 Penalty: 4119.887695
	Iteration 71Q: 3 clusters Score -698479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -698489.375000 Penalty: 4119.887695
	Iteration 72Q: 3 clusters Score -698489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -698495.937500 Penalty: 4119.887695
	Iteration 73Q: 3 clusters Score -698495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -698501.937500 Penalty: 4119.887695
	Iteration 74Q: 3 clusters Score -698501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -698506.187500 Penalty: 4119.887695
	Iteration 75Q: 3 clusters Score -698506.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -698508.750000 Penalty: 4119.887695
	Iteration 76Q: 3 clusters Score -698508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -698509.937500 Penalty: 4119.887695
	Iteration 77Q: 3 clusters Score -698509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -698511.187500 Penalty: 4119.887695
	Iteration 78Q: 3 clusters Score -698511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -698512.125000 Penalty: 4119.887695
	Iteration 79Q: 3 clusters Score -698512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -698513.187500 Penalty: 4119.887695
	Iteration 80F: 3 clusters Score -698513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Entering Unmasked Estep 
Score: -7896326.000000 Penalty: 2654.839111
	Iteration 0F: 2 clusters Score -7896326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7871165.000000 Penalty: 5309.678223
	Iteration 0F: 3 clusters Score -7871165 nChanged 20454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -7882245.500000 Penalty: 5309.678223
	Iteration 1F: 3 clusters Score -7882246 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -7882797.000000 Penalty: 5309.678223
	Iteration 2Q: 3 clusters Score -7882797 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -7883287.000000 Penalty: 5309.678223
	Iteration 3Q: 3 clusters Score -7883287 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -7883700.500000 Penalty: 5309.678223
	Iteration 4Q: 3 clusters Score -7883700 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7884137.000000 Penalty: 5309.678223
	Iteration 5Q: 3 clusters Score -7884137 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7884571.500000 Penalty: 5309.678223
	Iteration 6Q: 3 clusters Score -7884572 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -7885050.000000 Penalty: 5309.678223
	Iteration 7Q: 3 clusters Score -7885050 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -7885639.500000 Penalty: 5309.678223
	Iteration 8Q: 3 clusters Score -7885640 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -7886467.000000 Penalty: 5309.678223
	Iteration 9Q: 3 clusters Score -7886467 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -7887757.500000 Penalty: 5309.678223
	Iteration 10Q: 3 clusters Score -7887758 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -7889459.500000 Penalty: 5309.678223
	Iteration 11F: 3 clusters Score -7889460 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -7891353.500000 Penalty: 5309.678223
	Iteration 12F: 3 clusters Score -7891354 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -7893153.500000 Penalty: 5309.678223
	Iteration 13F: 3 clusters Score -7893154 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7894093.500000 Penalty: 5309.678223
	Iteration 14Q: 3 clusters Score -7894094 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7894288.000000 Penalty: 5309.678223
	Iteration 15Q: 3 clusters Score -7894288 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7894331.500000 Penalty: 5309.678223
	Iteration 16Q: 3 clusters Score -7894332 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7894294.000000 Penalty: 5309.678223
	Iteration 17Q: 3 clusters Score -7894294 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7894287.000000 Penalty: 5309.678223
	Iteration 18Q: 3 clusters Score -7894287 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7894318.000000 Penalty: 5309.678223
	Iteration 19Q: 3 clusters Score -7894318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7894323.000000 Penalty: 5309.678223
	Iteration 20F: 3 clusters Score -7894323 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7894326.000000 Penalty: 5309.678223
	Iteration 21Q: 3 clusters Score -7894326 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7894332.500000 Penalty: 5309.678223
	Iteration 22Q: 3 clusters Score -7894332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7894376.000000 Penalty: 5309.678223
	Iteration 23Q: 3 clusters Score -7894376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7894409.500000 Penalty: 5309.678223
	Iteration 24Q: 3 clusters Score -7894410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7894425.000000 Penalty: 5309.678223
	Iteration 25Q: 3 clusters Score -7894425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7894451.000000 Penalty: 5309.678223
	Iteration 26Q: 3 clusters Score -7894451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7894481.000000 Penalty: 5309.678223
	Iteration 27Q: 3 clusters Score -7894481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7894505.000000 Penalty: 5309.678223
	Iteration 28Q: 3 clusters Score -7894505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7894513.000000 Penalty: 5309.678223
	Iteration 29Q: 3 clusters Score -7894513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7894540.000000 Penalty: 5309.678223
	Iteration 30Q: 3 clusters Score -7894540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7894556.000000 Penalty: 5309.678223
	Iteration 31Q: 3 clusters Score -7894556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7894580.000000 Penalty: 5309.678223
	Iteration 32Q: 3 clusters Score -7894580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7894589.500000 Penalty: 5309.678223
	Iteration 33Q: 3 clusters Score -7894590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7894599.500000 Penalty: 5309.678223
	Iteration 34Q: 3 clusters Score -7894600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7894602.000000 Penalty: 5309.678223
	Iteration 35Q: 3 clusters Score -7894602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7894603.000000 Penalty: 5309.678223
	Iteration 36Q: 3 clusters Score -7894603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7894605.000000 Penalty: 5309.678223
	Iteration 37Q: 3 clusters Score -7894605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7894615.000000 Penalty: 5309.678223
	Iteration 38Q: 3 clusters Score -7894615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7894621.000000 Penalty: 5309.678223
	Iteration 39Q: 3 clusters Score -7894621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7894626.000000 Penalty: 5309.678223
	Iteration 40F: 3 clusters Score -7894626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7894641.000000 Penalty: 5309.678223
	Iteration 41Q: 3 clusters Score -7894641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7894630.000000 Penalty: 5309.678223
	Iteration 42Q: 3 clusters Score -7894630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7894638.500000 Penalty: 5309.678223
	Iteration 43Q: 3 clusters Score -7894638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7894642.000000 Penalty: 5309.678223
	Iteration 44Q: 3 clusters Score -7894642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7894656.000000 Penalty: 5309.678223
	Iteration 45Q: 3 clusters Score -7894656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7894671.000000 Penalty: 5309.678223
	Iteration 46Q: 3 clusters Score -7894671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7894679.000000 Penalty: 5309.678223
	Iteration 47Q: 3 clusters Score -7894679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7894704.500000 Penalty: 5309.678223
	Iteration 48Q: 3 clusters Score -7894704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7894716.000000 Penalty: 5309.678223
	Iteration 49Q: 3 clusters Score -7894716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7894730.000000 Penalty: 5309.678223
	Iteration 50Q: 3 clusters Score -7894730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7894743.500000 Penalty: 5309.678223
	Iteration 51Q: 3 clusters Score -7894744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7894774.500000 Penalty: 5309.678223
	Iteration 52Q: 3 clusters Score -7894774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7894788.000000 Penalty: 5309.678223
	Iteration 53Q: 3 clusters Score -7894788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7894788.000000 Penalty: 5309.678223
	Iteration 54Q: 3 clusters Score -7894788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7894781.500000 Penalty: 5309.678223
	Iteration 55Q: 3 clusters Score -7894782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7894794.000000 Penalty: 5309.678223
	Iteration 56Q: 3 clusters Score -7894794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7894794.500000 Penalty: 5309.678223
	Iteration 57Q: 3 clusters Score -7894794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7894799.500000 Penalty: 5309.678223
	Iteration 58Q: 3 clusters Score -7894800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7894794.500000 Penalty: 5309.678223
	Iteration 59Q: 3 clusters Score -7894794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7894787.500000 Penalty: 5309.678223
	Iteration 60F: 3 clusters Score -7894788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7894795.000000 Penalty: 5309.678223
	Iteration 61Q: 3 clusters Score -7894795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7894797.500000 Penalty: 5309.678223
	Iteration 62Q: 3 clusters Score -7894798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7894798.000000 Penalty: 5309.678223
	Iteration 63Q: 3 clusters Score -7894798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7894805.000000 Penalty: 5309.678223
	Iteration 64Q: 3 clusters Score -7894805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7894800.000000 Penalty: 5309.678223
	Iteration 65Q: 3 clusters Score -7894800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7894804.500000 Penalty: 5309.678223
	Iteration 66Q: 3 clusters Score -7894804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7894804.500000 Penalty: 5309.678223
	Iteration 67F: 3 clusters Score -7894804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Entering Unmasked Estep 
Score: -2072471.250000 Penalty: 2295.531250
	Iteration 0F: 2 clusters Score -2072471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2064586.375000 Penalty: 4591.062500
	Iteration 0F: 3 clusters Score -2064586 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2066788.375000 Penalty: 4591.062500
	Iteration 1F: 3 clusters Score -2066788 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2067090.125000 Penalty: 4591.062500
	Iteration 2F: 3 clusters Score -2067090 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2067310.875000 Penalty: 4591.062500
	Iteration 3F: 3 clusters Score -2067311 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2067468.000000 Penalty: 4591.062500
	Iteration 4Q: 3 clusters Score -2067468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2067582.250000 Penalty: 4591.062500
	Iteration 5Q: 3 clusters Score -2067582 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2067685.875000 Penalty: 4591.062500
	Iteration 6Q: 3 clusters Score -2067686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2067771.750000 Penalty: 4591.062500
	Iteration 7Q: 3 clusters Score -2067772 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2067853.125000 Penalty: 4591.062500
	Iteration 8Q: 3 clusters Score -2067853 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2067932.375000 Penalty: 4591.062500
	Iteration 9Q: 3 clusters Score -2067932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2068016.750000 Penalty: 4591.062500
	Iteration 10Q: 3 clusters Score -2068017 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2068094.250000 Penalty: 4591.062500
	Iteration 11Q: 3 clusters Score -2068094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2068181.375000 Penalty: 4591.062500
	Iteration 12Q: 3 clusters Score -2068181 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2068286.375000 Penalty: 4591.062500
	Iteration 13Q: 3 clusters Score -2068286 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2068417.375000 Penalty: 4591.062500
	Iteration 14Q: 3 clusters Score -2068417 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2068540.250000 Penalty: 4591.062500
	Iteration 15Q: 3 clusters Score -2068540 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2068705.875000 Penalty: 4591.062500
	Iteration 16Q: 3 clusters Score -2068706 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2068898.500000 Penalty: 4591.062500
	Iteration 17Q: 3 clusters Score -2068898 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2069115.000000 Penalty: 4591.062500
	Iteration 18Q: 3 clusters Score -2069115 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2069292.500000 Penalty: 4591.062500
	Iteration 19Q: 3 clusters Score -2069292 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2069411.250000 Penalty: 4591.062500
	Iteration 20F: 3 clusters Score -2069411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2069526.500000 Penalty: 4591.062500
	Iteration 21Q: 3 clusters Score -2069526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2069608.250000 Penalty: 4591.062500
	Iteration 22Q: 3 clusters Score -2069608 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2069681.000000 Penalty: 4591.062500
	Iteration 23Q: 3 clusters Score -2069681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2069740.750000 Penalty: 4591.062500
	Iteration 24Q: 3 clusters Score -2069741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2069793.500000 Penalty: 4591.062500
	Iteration 25Q: 3 clusters Score -2069794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2069847.875000 Penalty: 4591.062500
	Iteration 26Q: 3 clusters Score -2069848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2069905.125000 Penalty: 4591.062500
	Iteration 27Q: 3 clusters Score -2069905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2069942.875000 Penalty: 4591.062500
	Iteration 28Q: 3 clusters Score -2069943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2069979.125000 Penalty: 4591.062500
	Iteration 29Q: 3 clusters Score -2069979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2070007.500000 Penalty: 4591.062500
	Iteration 30Q: 3 clusters Score -2070008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2070035.625000 Penalty: 4591.062500
	Iteration 31Q: 3 clusters Score -2070036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2070057.375000 Penalty: 4591.062500
	Iteration 32Q: 3 clusters Score -2070057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2070082.250000 Penalty: 4591.062500
	Iteration 33Q: 3 clusters Score -2070082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2070102.000000 Penalty: 4591.062500
	Iteration 34Q: 3 clusters Score -2070102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2070118.875000 Penalty: 4591.062500
	Iteration 35Q: 3 clusters Score -2070119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2070140.000000 Penalty: 4591.062500
	Iteration 36Q: 3 clusters Score -2070140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2070147.125000 Penalty: 4591.062500
	Iteration 37Q: 3 clusters Score -2070147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2070159.000000 Penalty: 4591.062500
	Iteration 38Q: 3 clusters Score -2070159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2070166.750000 Penalty: 4591.062500
	Iteration 39Q: 3 clusters Score -2070167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2070174.500000 Penalty: 4591.062500
	Iteration 40F: 3 clusters Score -2070174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2070180.750000 Penalty: 4591.062500
	Iteration 41Q: 3 clusters Score -2070181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2070180.000000 Penalty: 4591.062500
	Iteration 42Q: 3 clusters Score -2070180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2070187.750000 Penalty: 4591.062500
	Iteration 43Q: 3 clusters Score -2070188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2070191.750000 Penalty: 4591.062500
	Iteration 44Q: 3 clusters Score -2070192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2070196.625000 Penalty: 4591.062500
	Iteration 45Q: 3 clusters Score -2070197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2070201.500000 Penalty: 4591.062500
	Iteration 46Q: 3 clusters Score -2070202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2070207.375000 Penalty: 4591.062500
	Iteration 47Q: 3 clusters Score -2070207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2070215.000000 Penalty: 4591.062500
	Iteration 48Q: 3 clusters Score -2070215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2070219.875000 Penalty: 4591.062500
	Iteration 49Q: 3 clusters Score -2070220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2070229.500000 Penalty: 4591.062500
	Iteration 50Q: 3 clusters Score -2070230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2070235.750000 Penalty: 4591.062500
	Iteration 51Q: 3 clusters Score -2070236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2070246.125000 Penalty: 4591.062500
	Iteration 52Q: 3 clusters Score -2070246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2070250.375000 Penalty: 4591.062500
	Iteration 53Q: 3 clusters Score -2070250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2070264.000000 Penalty: 4591.062500
	Iteration 54Q: 3 clusters Score -2070264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2070270.000000 Penalty: 4591.062500
	Iteration 55Q: 3 clusters Score -2070270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2070285.750000 Penalty: 4591.062500
	Iteration 56Q: 3 clusters Score -2070286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2070297.500000 Penalty: 4591.062500
	Iteration 57Q: 3 clusters Score -2070298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2070303.750000 Penalty: 4591.062500
	Iteration 58Q: 3 clusters Score -2070304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2070323.500000 Penalty: 4591.062500
	Iteration 59Q: 3 clusters Score -2070324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2070336.000000 Penalty: 4591.062500
	Iteration 60F: 3 clusters Score -2070336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2070339.125000 Penalty: 4591.062500
	Iteration 61Q: 3 clusters Score -2070339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2070351.250000 Penalty: 4591.062500
	Iteration 62Q: 3 clusters Score -2070351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2070357.750000 Penalty: 4591.062500
	Iteration 63Q: 3 clusters Score -2070358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2070367.125000 Penalty: 4591.062500
	Iteration 64Q: 3 clusters Score -2070367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2070375.125000 Penalty: 4591.062500
	Iteration 65Q: 3 clusters Score -2070375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2070383.375000 Penalty: 4591.062500
	Iteration 66Q: 3 clusters Score -2070383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2070385.875000 Penalty: 4591.062500
	Iteration 67Q: 3 clusters Score -2070386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2070390.000000 Penalty: 4591.062500
	Iteration 68Q: 3 clusters Score -2070390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2070393.875000 Penalty: 4591.062500
	Iteration 69Q: 3 clusters Score -2070394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2070394.625000 Penalty: 4591.062500
	Iteration 70Q: 3 clusters Score -2070395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2070401.500000 Penalty: 4591.062500
	Iteration 71Q: 3 clusters Score -2070402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2070402.375000 Penalty: 4591.062500
	Iteration 72Q: 3 clusters Score -2070402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2070402.500000 Penalty: 4591.062500
	Iteration 73Q: 3 clusters Score -2070402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2070400.125000 Penalty: 4591.062500
	Iteration 74Q: 3 clusters Score -2070400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2070406.625000 Penalty: 4591.062500
	Iteration 75Q: 3 clusters Score -2070407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2070407.250000 Penalty: 4591.062500
	Iteration 76Q: 3 clusters Score -2070407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2070406.000000 Penalty: 4591.062500
	Iteration 77Q: 3 clusters Score -2070406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2070409.625000 Penalty: 4591.062500
	Iteration 78Q: 3 clusters Score -2070410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2070410.750000 Penalty: 4591.062500
	Iteration 79Q: 3 clusters Score -2070411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2070408.125000 Penalty: 4591.062500
	Iteration 80F: 3 clusters Score -2070408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2070410.000000 Penalty: 4591.062500
	Iteration 81Q: 3 clusters Score -2070410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2070412.875000 Penalty: 4591.062500
	Iteration 82Q: 3 clusters Score -2070413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2070413.875000 Penalty: 4591.062500
	Iteration 83Q: 3 clusters Score -2070414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2070413.875000 Penalty: 4591.062500
	Iteration 84F: 3 clusters Score -2070414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Entering Unmasked Estep 
Score: -4176003.750000 Penalty: 2483.716064
	Iteration 0F: 2 clusters Score -4176004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4160728.500000 Penalty: 4967.432129
	Iteration 0F: 3 clusters Score -4160728 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4165929.500000 Penalty: 4967.432129
	Iteration 1F: 3 clusters Score -4165930 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4166280.250000 Penalty: 4967.432129
	Iteration 2Q: 3 clusters Score -4166280 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4166612.750000 Penalty: 4967.432129
	Iteration 3Q: 3 clusters Score -4166613 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4166941.750000 Penalty: 4967.432129
	Iteration 4Q: 3 clusters Score -4166942 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4167280.250000 Penalty: 4967.432129
	Iteration 5Q: 3 clusters Score -4167280 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4167730.500000 Penalty: 4967.432129
	Iteration 6Q: 3 clusters Score -4167730 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -4168366.250000 Penalty: 4967.432129
	Iteration 7Q: 3 clusters Score -4168366 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4169123.500000 Penalty: 4967.432129
	Iteration 8F: 3 clusters Score -4169124 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4170039.750000 Penalty: 4967.432129
	Iteration 9F: 3 clusters Score -4170040 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4171065.750000 Penalty: 4967.432129
	Iteration 10F: 3 clusters Score -4171066 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4172067.750000 Penalty: 4967.432129
	Iteration 11F: 3 clusters Score -4172068 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4172784.500000 Penalty: 4967.432129
	Iteration 12Q: 3 clusters Score -4172784 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4173148.000000 Penalty: 4967.432129
	Iteration 13Q: 3 clusters Score -4173148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4173351.000000 Penalty: 4967.432129
	Iteration 14Q: 3 clusters Score -4173351 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4173500.750000 Penalty: 4967.432129
	Iteration 15Q: 3 clusters Score -4173501 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4173609.000000 Penalty: 4967.432129
	Iteration 16Q: 3 clusters Score -4173609 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -4173689.500000 Penalty: 4967.432129
	Iteration 17Q: 3 clusters Score -4173690 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4173761.250000 Penalty: 4967.432129
	Iteration 18Q: 3 clusters Score -4173761 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4173835.500000 Penalty: 4967.432129
	Iteration 19Q: 3 clusters Score -4173836 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -4173885.250000 Penalty: 4967.432129
	Iteration 20F: 3 clusters Score -4173885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4173924.000000 Penalty: 4967.432129
	Iteration 21Q: 3 clusters Score -4173924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4173973.250000 Penalty: 4967.432129
	Iteration 22Q: 3 clusters Score -4173973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4173991.500000 Penalty: 4967.432129
	Iteration 23Q: 3 clusters Score -4173992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4174033.500000 Penalty: 4967.432129
	Iteration 24Q: 3 clusters Score -4174034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4174038.500000 Penalty: 4967.432129
	Iteration 25Q: 3 clusters Score -4174038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4174070.000000 Penalty: 4967.432129
	Iteration 26Q: 3 clusters Score -4174070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4174079.250000 Penalty: 4967.432129
	Iteration 27Q: 3 clusters Score -4174079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4174089.000000 Penalty: 4967.432129
	Iteration 28Q: 3 clusters Score -4174089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4174101.500000 Penalty: 4967.432129
	Iteration 29Q: 3 clusters Score -4174102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4174119.000000 Penalty: 4967.432129
	Iteration 30Q: 3 clusters Score -4174119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4174140.750000 Penalty: 4967.432129
	Iteration 31Q: 3 clusters Score -4174141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4174148.250000 Penalty: 4967.432129
	Iteration 32Q: 3 clusters Score -4174148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4174165.250000 Penalty: 4967.432129
	Iteration 33Q: 3 clusters Score -4174165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4174172.500000 Penalty: 4967.432129
	Iteration 34Q: 3 clusters Score -4174172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4174174.500000 Penalty: 4967.432129
	Iteration 35Q: 3 clusters Score -4174174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4174177.500000 Penalty: 4967.432129
	Iteration 36Q: 3 clusters Score -4174178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4174181.500000 Penalty: 4967.432129
	Iteration 37Q: 3 clusters Score -4174182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4174187.250000 Penalty: 4967.432129
	Iteration 38Q: 3 clusters Score -4174187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4174195.250000 Penalty: 4967.432129
	Iteration 39Q: 3 clusters Score -4174195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4174204.500000 Penalty: 4967.432129
	Iteration 40F: 3 clusters Score -4174204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4174193.250000 Penalty: 4967.432129
	Iteration 41Q: 3 clusters Score -4174193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4174199.250000 Penalty: 4967.432129
	Iteration 42Q: 3 clusters Score -4174199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4174215.500000 Penalty: 4967.432129
	Iteration 43Q: 3 clusters Score -4174216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4174239.750000 Penalty: 4967.432129
	Iteration 44Q: 3 clusters Score -4174240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4174251.750000 Penalty: 4967.432129
	Iteration 45Q: 3 clusters Score -4174252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4174262.250000 Penalty: 4967.432129
	Iteration 46Q: 3 clusters Score -4174262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4174271.750000 Penalty: 4967.432129
	Iteration 47Q: 3 clusters Score -4174272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4174279.750000 Penalty: 4967.432129
	Iteration 48Q: 3 clusters Score -4174280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4174282.750000 Penalty: 4967.432129
	Iteration 49Q: 3 clusters Score -4174283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4174285.750000 Penalty: 4967.432129
	Iteration 50Q: 3 clusters Score -4174286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4174291.250000 Penalty: 4967.432129
	Iteration 51Q: 3 clusters Score -4174291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4174297.750000 Penalty: 4967.432129
	Iteration 52Q: 3 clusters Score -4174298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4174295.500000 Penalty: 4967.432129
	Iteration 53Q: 3 clusters Score -4174296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4174296.750000 Penalty: 4967.432129
	Iteration 54Q: 3 clusters Score -4174297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4174306.250000 Penalty: 4967.432129
	Iteration 55Q: 3 clusters Score -4174306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4174304.750000 Penalty: 4967.432129
	Iteration 56Q: 3 clusters Score -4174305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4174303.750000 Penalty: 4967.432129
	Iteration 57Q: 3 clusters Score -4174304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4174301.500000 Penalty: 4967.432129
	Iteration 58Q: 3 clusters Score -4174302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4174299.750000 Penalty: 4967.432129
	Iteration 59Q: 3 clusters Score -4174300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4174304.250000 Penalty: 4967.432129
	Iteration 60F: 3 clusters Score -4174304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80458.007812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80458.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79017.507812 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -79017.51 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79381.109375 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79381.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79502.273438 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -79502.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79572.609375 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -79572.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79596.984375 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -79596.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79619.312500 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79619.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79633.781250 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79633.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79643.070312 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79643.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79654.906250 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79654.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79672.195312 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -79672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79697.437500 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -79697.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79703.773438 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -79703.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79755.843750 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -79755.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79777.007812 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -79777.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79800.843750 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -79800.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79814.125000 Penalty: 3088.362305
	Iteration 15Q: 3 clusters Score -79814.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79848.359375 Penalty: 3088.362305
	Iteration 16Q: 3 clusters Score -79848.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79852.296875 Penalty: 3088.362305
	Iteration 17Q: 3 clusters Score -79852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -79853.921875 Penalty: 3088.362305
	Iteration 18Q: 3 clusters Score -79853.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79857.171875 Penalty: 3088.362305
	Iteration 19Q: 3 clusters Score -79857.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79857.171875 Penalty: 3088.362305
	Iteration 20F: 3 clusters Score -79857.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -369301.812500 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -369301.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -366667.687500 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -366667.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -367260.031250 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -367260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -367484.187500 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -367484.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -367647.718750 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -367647.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -367790.031250 Penalty: 3804.532715
	Iteration 4F: 3 clusters Score -367790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -367923.781250 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -367923.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -368016.531250 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -368016.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -368111.156250 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -368111.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -368168.718750 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -368168.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -368219.343750 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -368219.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -368254.593750 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -368254.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -368277.250000 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -368277.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -368297.781250 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -368297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368326.750000 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -368326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -368353.812500 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -368353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -368386.718750 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -368386.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -368409.843750 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -368409.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -368426.125000 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -368426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -368437.187500 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -368437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -368440.500000 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -368440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -368443.906250 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -368443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -368447.062500 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -368447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -368449.031250 Penalty: 3804.532715
	Iteration 22Q: 3 clusters Score -368449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -368449.312500 Penalty: 3804.532715
	Iteration 23Q: 3 clusters Score -368449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -368451.718750 Penalty: 3804.532715
	Iteration 24Q: 3 clusters Score -368451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -368451.625000 Penalty: 3804.532715
	Iteration 25Q: 3 clusters Score -368451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -368453.343750 Penalty: 3804.532715
	Iteration 26Q: 3 clusters Score -368453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -368453.656250 Penalty: 3804.532715
	Iteration 27Q: 3 clusters Score -368453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -368453.656250 Penalty: 3804.532715
	Iteration 28F: 3 clusters Score -368453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Entering Unmasked Estep 
Score: -2794869.500000 Penalty: 2372.086182
	Iteration 0F: 2 clusters Score -2794870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2784439.250000 Penalty: 4744.172363
	Iteration 0F: 3 clusters Score -2784439 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2787691.000000 Penalty: 4744.172363
	Iteration 1F: 3 clusters Score -2787691 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2787985.500000 Penalty: 4744.172363
	Iteration 2F: 3 clusters Score -2787986 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2788194.000000 Penalty: 4744.172363
	Iteration 3Q: 3 clusters Score -2788194 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2788348.750000 Penalty: 4744.172363
	Iteration 4Q: 3 clusters Score -2788349 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2788468.250000 Penalty: 4744.172363
	Iteration 5Q: 3 clusters Score -2788468 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2788570.000000 Penalty: 4744.172363
	Iteration 6Q: 3 clusters Score -2788570 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2788652.000000 Penalty: 4744.172363
	Iteration 7Q: 3 clusters Score -2788652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2788697.000000 Penalty: 4744.172363
	Iteration 8Q: 3 clusters Score -2788697 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2788734.250000 Penalty: 4744.172363
	Iteration 9Q: 3 clusters Score -2788734 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2788782.750000 Penalty: 4744.172363
	Iteration 10Q: 3 clusters Score -2788783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2788829.250000 Penalty: 4744.172363
	Iteration 11Q: 3 clusters Score -2788829 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2788856.750000 Penalty: 4744.172363
	Iteration 12Q: 3 clusters Score -2788857 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2788883.750000 Penalty: 4744.172363
	Iteration 13Q: 3 clusters Score -2788884 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2788911.750000 Penalty: 4744.172363
	Iteration 14Q: 3 clusters Score -2788912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2788932.250000 Penalty: 4744.172363
	Iteration 15Q: 3 clusters Score -2788932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2788963.750000 Penalty: 4744.172363
	Iteration 16Q: 3 clusters Score -2788964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2789018.250000 Penalty: 4744.172363
	Iteration 17Q: 3 clusters Score -2789018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2789058.500000 Penalty: 4744.172363
	Iteration 18Q: 3 clusters Score -2789058 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2789121.250000 Penalty: 4744.172363
	Iteration 19Q: 3 clusters Score -2789121 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2789188.500000 Penalty: 4744.172363
	Iteration 20F: 3 clusters Score -2789188 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2789291.000000 Penalty: 4744.172363
	Iteration 21Q: 3 clusters Score -2789291 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2789429.750000 Penalty: 4744.172363
	Iteration 22Q: 3 clusters Score -2789430 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2789586.750000 Penalty: 4744.172363
	Iteration 23Q: 3 clusters Score -2789587 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2789809.500000 Penalty: 4744.172363
	Iteration 24Q: 3 clusters Score -2789810 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2790079.750000 Penalty: 4744.172363
	Iteration 25Q: 3 clusters Score -2790080 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2790444.750000 Penalty: 4744.172363
	Iteration 26Q: 3 clusters Score -2790445 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2790857.250000 Penalty: 4744.172363
	Iteration 27Q: 3 clusters Score -2790857 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2791277.750000 Penalty: 4744.172363
	Iteration 28Q: 3 clusters Score -2791278 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2791665.750000 Penalty: 4744.172363
	Iteration 29Q: 3 clusters Score -2791666 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2791977.500000 Penalty: 4744.172363
	Iteration 30Q: 3 clusters Score -2791978 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2792224.750000 Penalty: 4744.172363
	Iteration 31Q: 3 clusters Score -2792225 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2792375.000000 Penalty: 4744.172363
	Iteration 32Q: 3 clusters Score -2792375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2792491.250000 Penalty: 4744.172363
	Iteration 33Q: 3 clusters Score -2792491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2792574.500000 Penalty: 4744.172363
	Iteration 34Q: 3 clusters Score -2792574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2792621.500000 Penalty: 4744.172363
	Iteration 35Q: 3 clusters Score -2792622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2792668.000000 Penalty: 4744.172363
	Iteration 36Q: 3 clusters Score -2792668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2792697.000000 Penalty: 4744.172363
	Iteration 37Q: 3 clusters Score -2792697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2792716.500000 Penalty: 4744.172363
	Iteration 38Q: 3 clusters Score -2792716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2792730.750000 Penalty: 4744.172363
	Iteration 39Q: 3 clusters Score -2792731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2792744.000000 Penalty: 4744.172363
	Iteration 40F: 3 clusters Score -2792744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2792755.500000 Penalty: 4744.172363
	Iteration 41Q: 3 clusters Score -2792756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2792757.750000 Penalty: 4744.172363
	Iteration 42Q: 3 clusters Score -2792758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2792763.750000 Penalty: 4744.172363
	Iteration 43Q: 3 clusters Score -2792764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2792773.750000 Penalty: 4744.172363
	Iteration 44Q: 3 clusters Score -2792774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2792785.250000 Penalty: 4744.172363
	Iteration 45Q: 3 clusters Score -2792785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2792799.500000 Penalty: 4744.172363
	Iteration 46Q: 3 clusters Score -2792800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2792812.000000 Penalty: 4744.172363
	Iteration 47Q: 3 clusters Score -2792812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2792816.750000 Penalty: 4744.172363
	Iteration 48Q: 3 clusters Score -2792817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2792822.000000 Penalty: 4744.172363
	Iteration 49Q: 3 clusters Score -2792822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2792822.000000 Penalty: 4744.172363
	Iteration 50F: 3 clusters Score -2792822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Entering Unmasked Estep 
Score: -5930023.500000 Penalty: 2570.070801
	Iteration 0F: 2 clusters Score -5930024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -5909978.500000 Penalty: 5140.141602
	Iteration 0F: 3 clusters Score -5909978 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5917734.000000 Penalty: 5140.141602
	Iteration 1F: 3 clusters Score -5917734 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -5918222.500000 Penalty: 5140.141602
	Iteration 2Q: 3 clusters Score -5918222 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5918764.000000 Penalty: 5140.141602
	Iteration 3Q: 3 clusters Score -5918764 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5919350.000000 Penalty: 5140.141602
	Iteration 4Q: 3 clusters Score -5919350 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5920185.500000 Penalty: 5140.141602
	Iteration 5F: 3 clusters Score -5920186 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -5921236.000000 Penalty: 5140.141602
	Iteration 6F: 3 clusters Score -5921236 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5922581.000000 Penalty: 5140.141602
	Iteration 7F: 3 clusters Score -5922581 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5924072.500000 Penalty: 5140.141602
	Iteration 8F: 3 clusters Score -5924072 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -5925358.500000 Penalty: 5140.141602
	Iteration 9F: 3 clusters Score -5925358 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5926381.500000 Penalty: 5140.141602
	Iteration 10Q: 3 clusters Score -5926382 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -5927003.500000 Penalty: 5140.141602
	Iteration 11Q: 3 clusters Score -5927004 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5927270.000000 Penalty: 5140.141602
	Iteration 12Q: 3 clusters Score -5927270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5927393.000000 Penalty: 5140.141602
	Iteration 13Q: 3 clusters Score -5927393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5927490.000000 Penalty: 5140.141602
	Iteration 14Q: 3 clusters Score -5927490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -5927560.500000 Penalty: 5140.141602
	Iteration 15Q: 3 clusters Score -5927560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -5927599.500000 Penalty: 5140.141602
	Iteration 16Q: 3 clusters Score -5927600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5927629.500000 Penalty: 5140.141602
	Iteration 17Q: 3 clusters Score -5927630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5927657.000000 Penalty: 5140.141602
	Iteration 18Q: 3 clusters Score -5927657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5927668.500000 Penalty: 5140.141602
	Iteration 19Q: 3 clusters Score -5927668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5927682.500000 Penalty: 5140.141602
	Iteration 20F: 3 clusters Score -5927682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -5927686.000000 Penalty: 5140.141602
	Iteration 21Q: 3 clusters Score -5927686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5927687.500000 Penalty: 5140.141602
	Iteration 22Q: 3 clusters Score -5927688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -5927693.500000 Penalty: 5140.141602
	Iteration 23Q: 3 clusters Score -5927694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5927693.000000 Penalty: 5140.141602
	Iteration 24Q: 3 clusters Score -5927693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -5927691.500000 Penalty: 5140.141602
	Iteration 25Q: 3 clusters Score -5927692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5927700.000000 Penalty: 5140.141602
	Iteration 26Q: 3 clusters Score -5927700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5927706.500000 Penalty: 5140.141602
	Iteration 27Q: 3 clusters Score -5927706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5927708.500000 Penalty: 5140.141602
	Iteration 28Q: 3 clusters Score -5927708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5927708.500000 Penalty: 5140.141602
	Iteration 29F: 3 clusters Score -5927708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -143221.484375 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143221.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143550.750000 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143550.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143817.984375 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144089.296875 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -144089.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144379.140625 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -144379.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144522.421875 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144522.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144617.203125 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -144680.312500 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144680.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144718.968750 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144740.921875 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144752.015625 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -144752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144765.968750 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -144766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144789.250000 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -144789.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144817.109375 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -144817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -144835.343750 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -144835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144864.968750 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -144865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144901.109375 Penalty: 3345.053223
	Iteration 16Q: 3 clusters Score -144901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -144918.156250 Penalty: 3345.053223
	Iteration 17Q: 3 clusters Score -144918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -144950.515625 Penalty: 3345.053223
	Iteration 18Q: 3 clusters Score -144950.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -145026.234375 Penalty: 3345.053223
	Iteration 19Q: 3 clusters Score -145026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -145156.328125 Penalty: 3345.053223
	Iteration 20F: 3 clusters Score -145156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -145177.765625 Penalty: 3345.053223
	Iteration 21Q: 3 clusters Score -145177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145185.562500 Penalty: 3345.053223
	Iteration 22Q: 3 clusters Score -145185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -145187.578125 Penalty: 3345.053223
	Iteration 23Q: 3 clusters Score -145187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145191.609375 Penalty: 3345.053223
	Iteration 24Q: 3 clusters Score -145191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145194.390625 Penalty: 3345.053223
	Iteration 25Q: 3 clusters Score -145194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145195.078125 Penalty: 3345.053223
	Iteration 26Q: 3 clusters Score -145195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -145195.984375 Penalty: 3345.053223
	Iteration 27Q: 3 clusters Score -145196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -145197.296875 Penalty: 3345.053223
	Iteration 28Q: 3 clusters Score -145197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145199.078125 Penalty: 3345.053223
	Iteration 29Q: 3 clusters Score -145199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -145199.937500 Penalty: 3345.053223
	Iteration 30Q: 3 clusters Score -145199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145202.671875 Penalty: 3345.053223
	Iteration 31Q: 3 clusters Score -145202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -145204.703125 Penalty: 3345.053223
	Iteration 32Q: 3 clusters Score -145204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -145205.796875 Penalty: 3345.053223
	Iteration 33Q: 3 clusters Score -145205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -145207.000000 Penalty: 3345.053223
	Iteration 34Q: 3 clusters Score -145207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -145208.296875 Penalty: 3345.053223
	Iteration 35Q: 3 clusters Score -145208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -145208.296875 Penalty: 3345.053223
	Iteration 36F: 3 clusters Score -145208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 22359 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14255 members 
Mstep: Class 13 contains 31672 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21492 members 
Mstep: Class 27 contains 20098 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20773 members 
Mstep: Class 31 contains 19290 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20402 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 21570 members 
Mstep: Class 36 contains 19223 members 
Mstep: Class 38 contains 18481 members 
Mstep: Class 39 contains 19345 members 
Entering Unmasked Estep 
Score: -87215632.000000 Penalty: 123093.132812
Splitting cluster 14 changes total score from -87217056.000000 to -87215632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (20147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Entering Unmasked Estep 
Score: -3764691.250000 Penalty: 2457.881104
	Iteration 0F: 2 clusters Score -3764691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3750898.500000 Penalty: 4915.762207
	Iteration 0F: 3 clusters Score -3750898 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3755508.750000 Penalty: 4915.762207
	Iteration 1F: 3 clusters Score -3755509 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3755836.750000 Penalty: 4915.762207
	Iteration 2F: 3 clusters Score -3755837 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3756142.750000 Penalty: 4915.762207
	Iteration 3Q: 3 clusters Score -3756143 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3756414.250000 Penalty: 4915.762207
	Iteration 4Q: 3 clusters Score -3756414 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3756692.750000 Penalty: 4915.762207
	Iteration 5Q: 3 clusters Score -3756693 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3757032.500000 Penalty: 4915.762207
	Iteration 6Q: 3 clusters Score -3757032 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3757487.500000 Penalty: 4915.762207
	Iteration 7Q: 3 clusters Score -3757488 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3758062.250000 Penalty: 4915.762207
	Iteration 8F: 3 clusters Score -3758062 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3758872.500000 Penalty: 4915.762207
	Iteration 9F: 3 clusters Score -3758872 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3759943.500000 Penalty: 4915.762207
	Iteration 10F: 3 clusters Score -3759944 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3761040.250000 Penalty: 4915.762207
	Iteration 11F: 3 clusters Score -3761040 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3761808.750000 Penalty: 4915.762207
	Iteration 12Q: 3 clusters Score -3761809 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3762192.750000 Penalty: 4915.762207
	Iteration 13Q: 3 clusters Score -3762193 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3762377.500000 Penalty: 4915.762207
	Iteration 14Q: 3 clusters Score -3762378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3762475.250000 Penalty: 4915.762207
	Iteration 15Q: 3 clusters Score -3762475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3762535.750000 Penalty: 4915.762207
	Iteration 16Q: 3 clusters Score -3762536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3762582.500000 Penalty: 4915.762207
	Iteration 17Q: 3 clusters Score -3762582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3762610.000000 Penalty: 4915.762207
	Iteration 18Q: 3 clusters Score -3762610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3762620.250000 Penalty: 4915.762207
	Iteration 19Q: 3 clusters Score -3762620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3762629.750000 Penalty: 4915.762207
	Iteration 20F: 3 clusters Score -3762630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3762637.000000 Penalty: 4915.762207
	Iteration 21Q: 3 clusters Score -3762637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3762642.000000 Penalty: 4915.762207
	Iteration 22Q: 3 clusters Score -3762642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3762647.000000 Penalty: 4915.762207
	Iteration 23Q: 3 clusters Score -3762647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3762647.000000 Penalty: 4915.762207
	Iteration 24F: 3 clusters Score -3762647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Entering Unmasked Estep 
Score: -3597259.000000 Penalty: 2445.242432
	Iteration 0F: 2 clusters Score -3597259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3583844.250000 Penalty: 4890.484863
	Iteration 0F: 3 clusters Score -3583844 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3588307.250000 Penalty: 4890.484863
	Iteration 1F: 3 clusters Score -3588307 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3588675.250000 Penalty: 4890.484863
	Iteration 2F: 3 clusters Score -3588675 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3588988.500000 Penalty: 4890.484863
	Iteration 3Q: 3 clusters Score -3588988 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3589305.250000 Penalty: 4890.484863
	Iteration 4Q: 3 clusters Score -3589305 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3589647.250000 Penalty: 4890.484863
	Iteration 5Q: 3 clusters Score -3589647 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3590090.000000 Penalty: 4890.484863
	Iteration 6Q: 3 clusters Score -3590090 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3590680.250000 Penalty: 4890.484863
	Iteration 7F: 3 clusters Score -3590680 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3591426.750000 Penalty: 4890.484863
	Iteration 8F: 3 clusters Score -3591427 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3592371.750000 Penalty: 4890.484863
	Iteration 9F: 3 clusters Score -3592372 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3593410.500000 Penalty: 4890.484863
	Iteration 10F: 3 clusters Score -3593410 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3594214.750000 Penalty: 4890.484863
	Iteration 11Q: 3 clusters Score -3594215 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3594700.750000 Penalty: 4890.484863
	Iteration 12Q: 3 clusters Score -3594701 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3594930.000000 Penalty: 4890.484863
	Iteration 13Q: 3 clusters Score -3594930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3595025.750000 Penalty: 4890.484863
	Iteration 14Q: 3 clusters Score -3595026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3595084.000000 Penalty: 4890.484863
	Iteration 15Q: 3 clusters Score -3595084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3595117.000000 Penalty: 4890.484863
	Iteration 16Q: 3 clusters Score -3595117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3595140.750000 Penalty: 4890.484863
	Iteration 17Q: 3 clusters Score -3595141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3595151.000000 Penalty: 4890.484863
	Iteration 18Q: 3 clusters Score -3595151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3595158.500000 Penalty: 4890.484863
	Iteration 19Q: 3 clusters Score -3595158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3595163.000000 Penalty: 4890.484863
	Iteration 20F: 3 clusters Score -3595163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3595167.000000 Penalty: 4890.484863
	Iteration 21Q: 3 clusters Score -3595167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3595168.500000 Penalty: 4890.484863
	Iteration 22Q: 3 clusters Score -3595168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3595170.250000 Penalty: 4890.484863
	Iteration 23Q: 3 clusters Score -3595170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3595171.000000 Penalty: 4890.484863
	Iteration 24Q: 3 clusters Score -3595171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3595174.500000 Penalty: 4890.484863
	Iteration 25Q: 3 clusters Score -3595174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3595174.500000 Penalty: 4890.484863
	Iteration 26F: 3 clusters Score -3595174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Entering Unmasked Estep 
Score: -2643143.250000 Penalty: 2354.048340
	Iteration 0F: 2 clusters Score -2643143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2634104.250000 Penalty: 4708.096680
	Iteration 0F: 3 clusters Score -2634104 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2637069.750000 Penalty: 4708.096680
	Iteration 1F: 3 clusters Score -2637070 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2637374.500000 Penalty: 4708.096680
	Iteration 2F: 3 clusters Score -2637374 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2637587.250000 Penalty: 4708.096680
	Iteration 3Q: 3 clusters Score -2637587 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2637731.000000 Penalty: 4708.096680
	Iteration 4Q: 3 clusters Score -2637731 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2637845.750000 Penalty: 4708.096680
	Iteration 5Q: 3 clusters Score -2637846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2637942.250000 Penalty: 4708.096680
	Iteration 6Q: 3 clusters Score -2637942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2638033.000000 Penalty: 4708.096680
	Iteration 7Q: 3 clusters Score -2638033 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2638124.000000 Penalty: 4708.096680
	Iteration 8Q: 3 clusters Score -2638124 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2638208.750000 Penalty: 4708.096680
	Iteration 9Q: 3 clusters Score -2638209 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2638300.250000 Penalty: 4708.096680
	Iteration 10Q: 3 clusters Score -2638300 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2638423.000000 Penalty: 4708.096680
	Iteration 11Q: 3 clusters Score -2638423 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2638536.000000 Penalty: 4708.096680
	Iteration 12Q: 3 clusters Score -2638536 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2638687.750000 Penalty: 4708.096680
	Iteration 13Q: 3 clusters Score -2638688 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2638893.750000 Penalty: 4708.096680
	Iteration 14Q: 3 clusters Score -2638894 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2639187.750000 Penalty: 4708.096680
	Iteration 15Q: 3 clusters Score -2639188 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2639512.500000 Penalty: 4708.096680
	Iteration 16Q: 3 clusters Score -2639512 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2639825.250000 Penalty: 4708.096680
	Iteration 17Q: 3 clusters Score -2639825 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2640087.750000 Penalty: 4708.096680
	Iteration 18Q: 3 clusters Score -2640088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2640262.000000 Penalty: 4708.096680
	Iteration 19Q: 3 clusters Score -2640262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2640369.750000 Penalty: 4708.096680
	Iteration 20F: 3 clusters Score -2640370 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2640450.750000 Penalty: 4708.096680
	Iteration 21Q: 3 clusters Score -2640451 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2640511.750000 Penalty: 4708.096680
	Iteration 22Q: 3 clusters Score -2640512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2640550.500000 Penalty: 4708.096680
	Iteration 23Q: 3 clusters Score -2640550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2640586.000000 Penalty: 4708.096680
	Iteration 24Q: 3 clusters Score -2640586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2640622.750000 Penalty: 4708.096680
	Iteration 25Q: 3 clusters Score -2640623 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2640661.000000 Penalty: 4708.096680
	Iteration 26Q: 3 clusters Score -2640661 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2640696.750000 Penalty: 4708.096680
	Iteration 27Q: 3 clusters Score -2640697 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2640721.250000 Penalty: 4708.096680
	Iteration 28Q: 3 clusters Score -2640721 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2640742.750000 Penalty: 4708.096680
	Iteration 29Q: 3 clusters Score -2640743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2640791.250000 Penalty: 4708.096680
	Iteration 30Q: 3 clusters Score -2640791 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2640843.500000 Penalty: 4708.096680
	Iteration 31Q: 3 clusters Score -2640844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2640898.750000 Penalty: 4708.096680
	Iteration 32Q: 3 clusters Score -2640899 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2640920.500000 Penalty: 4708.096680
	Iteration 33Q: 3 clusters Score -2640920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2640940.750000 Penalty: 4708.096680
	Iteration 34Q: 3 clusters Score -2640941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2640971.000000 Penalty: 4708.096680
	Iteration 35Q: 3 clusters Score -2640971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2640986.500000 Penalty: 4708.096680
	Iteration 36Q: 3 clusters Score -2640986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2640986.500000 Penalty: 4708.096680
	Iteration 37Q: 3 clusters Score -2640986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2641000.500000 Penalty: 4708.096680
	Iteration 38Q: 3 clusters Score -2641000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2641007.500000 Penalty: 4708.096680
	Iteration 39Q: 3 clusters Score -2641008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2641062.500000 Penalty: 4708.096680
	Iteration 40F: 3 clusters Score -2641062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2641100.750000 Penalty: 4708.096680
	Iteration 41Q: 3 clusters Score -2641101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2641124.000000 Penalty: 4708.096680
	Iteration 42Q: 3 clusters Score -2641124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2641137.500000 Penalty: 4708.096680
	Iteration 43Q: 3 clusters Score -2641138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2641145.250000 Penalty: 4708.096680
	Iteration 44Q: 3 clusters Score -2641145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2641162.750000 Penalty: 4708.096680
	Iteration 45Q: 3 clusters Score -2641163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2641169.750000 Penalty: 4708.096680
	Iteration 46Q: 3 clusters Score -2641170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2641174.500000 Penalty: 4708.096680
	Iteration 47Q: 3 clusters Score -2641174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2641180.250000 Penalty: 4708.096680
	Iteration 48Q: 3 clusters Score -2641180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2641188.250000 Penalty: 4708.096680
	Iteration 49Q: 3 clusters Score -2641188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2641190.000000 Penalty: 4708.096680
	Iteration 50Q: 3 clusters Score -2641190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2641191.000000 Penalty: 4708.096680
	Iteration 51Q: 3 clusters Score -2641191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2641189.750000 Penalty: 4708.096680
	Iteration 52Q: 3 clusters Score -2641190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2641189.750000 Penalty: 4708.096680
	Iteration 53F: 3 clusters Score -2641190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -175176.031250 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175176 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175466.640625 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175466.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175539.968750 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -175574.375000 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175574.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -175596.296875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175596.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -175610.750000 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175625.859375 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -175636.265625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -175645.343750 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -175654.406250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -175654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -175665.515625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -175665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -175672.500000 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -175672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175677.781250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -175677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175681.250000 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -175681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175687.593750 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -175687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175692.343750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -175692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175693.734375 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -175693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -175698.437500 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -175698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175705.421875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -175705.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175705.421875 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -175705.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Entering Unmasked Estep 
Score: -3538291.250000 Penalty: 2441.286377
	Iteration 0F: 2 clusters Score -3538291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3524931.750000 Penalty: 4882.572754
	Iteration 0F: 3 clusters Score -3524932 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3529318.500000 Penalty: 4882.572754
	Iteration 1F: 3 clusters Score -3529318 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3529672.250000 Penalty: 4882.572754
	Iteration 2F: 3 clusters Score -3529672 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3529981.000000 Penalty: 4882.572754
	Iteration 3Q: 3 clusters Score -3529981 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3530281.250000 Penalty: 4882.572754
	Iteration 4Q: 3 clusters Score -3530281 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3530559.500000 Penalty: 4882.572754
	Iteration 5Q: 3 clusters Score -3530560 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3530853.000000 Penalty: 4882.572754
	Iteration 6Q: 3 clusters Score -3530853 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3531218.500000 Penalty: 4882.572754
	Iteration 7Q: 3 clusters Score -3531218 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3531696.500000 Penalty: 4882.572754
	Iteration 8Q: 3 clusters Score -3531696 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3532366.250000 Penalty: 4882.572754
	Iteration 9F: 3 clusters Score -3532366 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3533113.250000 Penalty: 4882.572754
	Iteration 10F: 3 clusters Score -3533113 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3533916.000000 Penalty: 4882.572754
	Iteration 11F: 3 clusters Score -3533916 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3534613.250000 Penalty: 4882.572754
	Iteration 12Q: 3 clusters Score -3534613 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3535146.250000 Penalty: 4882.572754
	Iteration 13Q: 3 clusters Score -3535146 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3535511.000000 Penalty: 4882.572754
	Iteration 14Q: 3 clusters Score -3535511 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3535745.500000 Penalty: 4882.572754
	Iteration 15Q: 3 clusters Score -3535746 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3535894.000000 Penalty: 4882.572754
	Iteration 16Q: 3 clusters Score -3535894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3535994.750000 Penalty: 4882.572754
	Iteration 17Q: 3 clusters Score -3535995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3536054.500000 Penalty: 4882.572754
	Iteration 18Q: 3 clusters Score -3536054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3536092.000000 Penalty: 4882.572754
	Iteration 19Q: 3 clusters Score -3536092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3536117.750000 Penalty: 4882.572754
	Iteration 20F: 3 clusters Score -3536118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3536145.000000 Penalty: 4882.572754
	Iteration 21Q: 3 clusters Score -3536145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3536154.000000 Penalty: 4882.572754
	Iteration 22Q: 3 clusters Score -3536154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3536167.250000 Penalty: 4882.572754
	Iteration 23Q: 3 clusters Score -3536167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3536181.750000 Penalty: 4882.572754
	Iteration 24Q: 3 clusters Score -3536182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3536195.750000 Penalty: 4882.572754
	Iteration 25Q: 3 clusters Score -3536196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3536204.250000 Penalty: 4882.572754
	Iteration 26Q: 3 clusters Score -3536204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3536216.750000 Penalty: 4882.572754
	Iteration 27Q: 3 clusters Score -3536217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3536223.500000 Penalty: 4882.572754
	Iteration 28Q: 3 clusters Score -3536224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3536224.500000 Penalty: 4882.572754
	Iteration 29Q: 3 clusters Score -3536224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3536226.500000 Penalty: 4882.572754
	Iteration 30Q: 3 clusters Score -3536226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3536228.500000 Penalty: 4882.572754
	Iteration 31Q: 3 clusters Score -3536228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3536228.000000 Penalty: 4882.572754
	Iteration 32Q: 3 clusters Score -3536228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3536234.500000 Penalty: 4882.572754
	Iteration 33Q: 3 clusters Score -3536234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3536241.250000 Penalty: 4882.572754
	Iteration 34Q: 3 clusters Score -3536241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3536244.250000 Penalty: 4882.572754
	Iteration 35Q: 3 clusters Score -3536244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3536247.500000 Penalty: 4882.572754
	Iteration 36Q: 3 clusters Score -3536248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3536252.000000 Penalty: 4882.572754
	Iteration 37Q: 3 clusters Score -3536252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3536255.500000 Penalty: 4882.572754
	Iteration 38Q: 3 clusters Score -3536256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3536255.500000 Penalty: 4882.572754
	Iteration 39F: 3 clusters Score -3536256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -214040.109375 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -214040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -212014.109375 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -212014.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -212425.750000 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -212425.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -212682.796875 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -212682.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -212941.156250 Penalty: 3500.717529
	Iteration 3F: 3 clusters Score -212941.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -213147.750000 Penalty: 3500.717529
	Iteration 4F: 3 clusters Score -213147.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -213229.718750 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -213229.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -213302.671875 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -213302.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -213337.687500 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -213337.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -213369.265625 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -213369.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -213405.468750 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -213405.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -213434.843750 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -213434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -213445.375000 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -213445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -213458.656250 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -213458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -213468.609375 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -213468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -213472.562500 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -213472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -213475.640625 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -213475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -213476.609375 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -213476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213477.859375 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -213477.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213477.859375 Penalty: 3500.717529
	Iteration 18F: 3 clusters Score -213477.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Entering Unmasked Estep 
Score: -1881704.375000 Penalty: 2271.574219
	Iteration 0F: 2 clusters Score -1881704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1874372.125000 Penalty: 4543.148438
	Iteration 0F: 3 clusters Score -1874372 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1876456.875000 Penalty: 4543.148438
	Iteration 1F: 3 clusters Score -1876457 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1876769.625000 Penalty: 4543.148438
	Iteration 2F: 3 clusters Score -1876770 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1876961.125000 Penalty: 4543.148438
	Iteration 3Q: 3 clusters Score -1876961 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1877102.625000 Penalty: 4543.148438
	Iteration 4Q: 3 clusters Score -1877103 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1877226.125000 Penalty: 4543.148438
	Iteration 5Q: 3 clusters Score -1877226 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1877351.625000 Penalty: 4543.148438
	Iteration 6Q: 3 clusters Score -1877352 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1877488.375000 Penalty: 4543.148438
	Iteration 7Q: 3 clusters Score -1877488 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1877602.000000 Penalty: 4543.148438
	Iteration 8Q: 3 clusters Score -1877602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1877727.375000 Penalty: 4543.148438
	Iteration 9Q: 3 clusters Score -1877727 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1877883.000000 Penalty: 4543.148438
	Iteration 10Q: 3 clusters Score -1877883 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1878031.125000 Penalty: 4543.148438
	Iteration 11Q: 3 clusters Score -1878031 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1878206.125000 Penalty: 4543.148438
	Iteration 12Q: 3 clusters Score -1878206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1878404.375000 Penalty: 4543.148438
	Iteration 13Q: 3 clusters Score -1878404 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1878580.375000 Penalty: 4543.148438
	Iteration 14Q: 3 clusters Score -1878580 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1878702.375000 Penalty: 4543.148438
	Iteration 15Q: 3 clusters Score -1878702 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1878803.250000 Penalty: 4543.148438
	Iteration 16Q: 3 clusters Score -1878803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1878904.750000 Penalty: 4543.148438
	Iteration 17Q: 3 clusters Score -1878905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1879002.000000 Penalty: 4543.148438
	Iteration 18Q: 3 clusters Score -1879002 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1879088.125000 Penalty: 4543.148438
	Iteration 19Q: 3 clusters Score -1879088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1879174.250000 Penalty: 4543.148438
	Iteration 20F: 3 clusters Score -1879174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1879250.000000 Penalty: 4543.148438
	Iteration 21Q: 3 clusters Score -1879250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1879320.750000 Penalty: 4543.148438
	Iteration 22Q: 3 clusters Score -1879321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1879368.000000 Penalty: 4543.148438
	Iteration 23Q: 3 clusters Score -1879368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1879417.000000 Penalty: 4543.148438
	Iteration 24Q: 3 clusters Score -1879417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1879451.250000 Penalty: 4543.148438
	Iteration 25Q: 3 clusters Score -1879451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1879484.250000 Penalty: 4543.148438
	Iteration 26Q: 3 clusters Score -1879484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1879510.250000 Penalty: 4543.148438
	Iteration 27Q: 3 clusters Score -1879510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1879534.875000 Penalty: 4543.148438
	Iteration 28Q: 3 clusters Score -1879535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1879558.375000 Penalty: 4543.148438
	Iteration 29Q: 3 clusters Score -1879558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1879583.250000 Penalty: 4543.148438
	Iteration 30Q: 3 clusters Score -1879583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1879599.750000 Penalty: 4543.148438
	Iteration 31Q: 3 clusters Score -1879600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1879610.375000 Penalty: 4543.148438
	Iteration 32Q: 3 clusters Score -1879610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1879614.375000 Penalty: 4543.148438
	Iteration 33Q: 3 clusters Score -1879614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1879624.125000 Penalty: 4543.148438
	Iteration 34Q: 3 clusters Score -1879624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1879633.875000 Penalty: 4543.148438
	Iteration 35Q: 3 clusters Score -1879634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1879644.750000 Penalty: 4543.148438
	Iteration 36Q: 3 clusters Score -1879645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1879652.625000 Penalty: 4543.148438
	Iteration 37Q: 3 clusters Score -1879653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1879661.000000 Penalty: 4543.148438
	Iteration 38Q: 3 clusters Score -1879661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1879664.500000 Penalty: 4543.148438
	Iteration 39Q: 3 clusters Score -1879664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1879669.500000 Penalty: 4543.148438
	Iteration 40F: 3 clusters Score -1879670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1879676.125000 Penalty: 4543.148438
	Iteration 41Q: 3 clusters Score -1879676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1879680.625000 Penalty: 4543.148438
	Iteration 42Q: 3 clusters Score -1879681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1879680.500000 Penalty: 4543.148438
	Iteration 43Q: 3 clusters Score -1879680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1879680.250000 Penalty: 4543.148438
	Iteration 44Q: 3 clusters Score -1879680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1879683.500000 Penalty: 4543.148438
	Iteration 45Q: 3 clusters Score -1879684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1879683.000000 Penalty: 4543.148438
	Iteration 46Q: 3 clusters Score -1879683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1879683.000000 Penalty: 4543.148438
	Iteration 47F: 3 clusters Score -1879683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17533.257812 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17533.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17636.322266 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17636.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17649.863281 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -17649.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17649.863281 Penalty: 2507.897949
	Iteration 3F: 3 clusters Score -17649.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -910862.750000 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -910862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -906402.000000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -906402 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -907460.875000 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -907460.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -907721.125000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -907721.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -907946.375000 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -907946.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -908182.125000 Penalty: 4220.244141
	Iteration 4F: 3 clusters Score -908182.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -908459.562500 Penalty: 4220.244141
	Iteration 5F: 3 clusters Score -908459.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -908687.312500 Penalty: 4220.244141
	Iteration 6F: 3 clusters Score -908687.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -908891.812500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -908891.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -909061.687500 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -909061.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -909169.687500 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -909169.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -909235.937500 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -909235.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -909281.000000 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -909281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -909303.937500 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -909303.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -909315.875000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -909315.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -909324.125000 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -909324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -909334.187500 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -909334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -909341.500000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -909341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -909342.187500 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -909342.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -909345.562500 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -909345.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -909349.937500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -909349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -909352.500000 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -909352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -909356.937500 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -909356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -909361.500000 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -909361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -909365.625000 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -909365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -909364.750000 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -909364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -909364.625000 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -909364.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -909364.625000 Penalty: 4220.244141
	Iteration 26F: 3 clusters Score -909364.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -2323290.250000 Penalty: 2323.651855
	Iteration 0F: 2 clusters Score -2323290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2314673.500000 Penalty: 4647.303711
	Iteration 0F: 3 clusters Score -2314674 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2317319.000000 Penalty: 4647.303711
	Iteration 1F: 3 clusters Score -2317319 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2317634.500000 Penalty: 4647.303711
	Iteration 2F: 3 clusters Score -2317634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2317830.750000 Penalty: 4647.303711
	Iteration 3Q: 3 clusters Score -2317831 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2317964.250000 Penalty: 4647.303711
	Iteration 4Q: 3 clusters Score -2317964 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2318086.750000 Penalty: 4647.303711
	Iteration 5Q: 3 clusters Score -2318087 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2318170.500000 Penalty: 4647.303711
	Iteration 6Q: 3 clusters Score -2318170 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2318240.500000 Penalty: 4647.303711
	Iteration 7Q: 3 clusters Score -2318240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2318317.750000 Penalty: 4647.303711
	Iteration 8Q: 3 clusters Score -2318318 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2318385.750000 Penalty: 4647.303711
	Iteration 9Q: 3 clusters Score -2318386 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2318477.750000 Penalty: 4647.303711
	Iteration 10Q: 3 clusters Score -2318478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2318564.750000 Penalty: 4647.303711
	Iteration 11Q: 3 clusters Score -2318565 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2318662.500000 Penalty: 4647.303711
	Iteration 12Q: 3 clusters Score -2318662 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2318768.000000 Penalty: 4647.303711
	Iteration 13Q: 3 clusters Score -2318768 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2318888.250000 Penalty: 4647.303711
	Iteration 14Q: 3 clusters Score -2318888 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2319036.000000 Penalty: 4647.303711
	Iteration 15Q: 3 clusters Score -2319036 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2319217.250000 Penalty: 4647.303711
	Iteration 16Q: 3 clusters Score -2319217 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2319408.500000 Penalty: 4647.303711
	Iteration 17Q: 3 clusters Score -2319408 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2319596.000000 Penalty: 4647.303711
	Iteration 18Q: 3 clusters Score -2319596 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2319780.000000 Penalty: 4647.303711
	Iteration 19Q: 3 clusters Score -2319780 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2319934.000000 Penalty: 4647.303711
	Iteration 20F: 3 clusters Score -2319934 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2320069.250000 Penalty: 4647.303711
	Iteration 21Q: 3 clusters Score -2320069 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2320166.250000 Penalty: 4647.303711
	Iteration 22Q: 3 clusters Score -2320166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2320257.750000 Penalty: 4647.303711
	Iteration 23Q: 3 clusters Score -2320258 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2320321.750000 Penalty: 4647.303711
	Iteration 24Q: 3 clusters Score -2320322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2320371.000000 Penalty: 4647.303711
	Iteration 25Q: 3 clusters Score -2320371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2320422.000000 Penalty: 4647.303711
	Iteration 26Q: 3 clusters Score -2320422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2320468.750000 Penalty: 4647.303711
	Iteration 27Q: 3 clusters Score -2320469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2320516.500000 Penalty: 4647.303711
	Iteration 28Q: 3 clusters Score -2320516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2320534.500000 Penalty: 4647.303711
	Iteration 29Q: 3 clusters Score -2320534 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2320565.750000 Penalty: 4647.303711
	Iteration 30Q: 3 clusters Score -2320566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2320596.000000 Penalty: 4647.303711
	Iteration 31Q: 3 clusters Score -2320596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2320612.500000 Penalty: 4647.303711
	Iteration 32Q: 3 clusters Score -2320612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2320638.000000 Penalty: 4647.303711
	Iteration 33Q: 3 clusters Score -2320638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2320671.500000 Penalty: 4647.303711
	Iteration 34Q: 3 clusters Score -2320672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2320699.750000 Penalty: 4647.303711
	Iteration 35Q: 3 clusters Score -2320700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2320725.250000 Penalty: 4647.303711
	Iteration 36Q: 3 clusters Score -2320725 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2320745.000000 Penalty: 4647.303711
	Iteration 37Q: 3 clusters Score -2320745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2320768.000000 Penalty: 4647.303711
	Iteration 38Q: 3 clusters Score -2320768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2320791.500000 Penalty: 4647.303711
	Iteration 39Q: 3 clusters Score -2320792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2320821.500000 Penalty: 4647.303711
	Iteration 40F: 3 clusters Score -2320822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2320841.250000 Penalty: 4647.303711
	Iteration 41Q: 3 clusters Score -2320841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2320858.500000 Penalty: 4647.303711
	Iteration 42Q: 3 clusters Score -2320858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2320870.750000 Penalty: 4647.303711
	Iteration 43Q: 3 clusters Score -2320871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2320890.000000 Penalty: 4647.303711
	Iteration 44Q: 3 clusters Score -2320890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2320904.500000 Penalty: 4647.303711
	Iteration 45Q: 3 clusters Score -2320904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2320918.000000 Penalty: 4647.303711
	Iteration 46Q: 3 clusters Score -2320918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2320934.750000 Penalty: 4647.303711
	Iteration 47Q: 3 clusters Score -2320935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2320948.250000 Penalty: 4647.303711
	Iteration 48Q: 3 clusters Score -2320948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2320972.500000 Penalty: 4647.303711
	Iteration 49Q: 3 clusters Score -2320972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2320975.750000 Penalty: 4647.303711
	Iteration 50Q: 3 clusters Score -2320976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2320989.500000 Penalty: 4647.303711
	Iteration 51Q: 3 clusters Score -2320990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2321000.000000 Penalty: 4647.303711
	Iteration 52Q: 3 clusters Score -2321000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2321017.500000 Penalty: 4647.303711
	Iteration 53Q: 3 clusters Score -2321018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2321020.750000 Penalty: 4647.303711
	Iteration 54Q: 3 clusters Score -2321021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2321033.500000 Penalty: 4647.303711
	Iteration 55Q: 3 clusters Score -2321034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2321041.000000 Penalty: 4647.303711
	Iteration 56Q: 3 clusters Score -2321041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2321048.750000 Penalty: 4647.303711
	Iteration 57Q: 3 clusters Score -2321049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2321053.250000 Penalty: 4647.303711
	Iteration 58Q: 3 clusters Score -2321053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2321062.500000 Penalty: 4647.303711
	Iteration 59Q: 3 clusters Score -2321062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2321068.500000 Penalty: 4647.303711
	Iteration 60F: 3 clusters Score -2321068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2321077.750000 Penalty: 4647.303711
	Iteration 61Q: 3 clusters Score -2321078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2321082.250000 Penalty: 4647.303711
	Iteration 62Q: 3 clusters Score -2321082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2321083.250000 Penalty: 4647.303711
	Iteration 63Q: 3 clusters Score -2321083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2321085.000000 Penalty: 4647.303711
	Iteration 64Q: 3 clusters Score -2321085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2321088.250000 Penalty: 4647.303711
	Iteration 65Q: 3 clusters Score -2321088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2321093.000000 Penalty: 4647.303711
	Iteration 66Q: 3 clusters Score -2321093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2321092.000000 Penalty: 4647.303711
	Iteration 67Q: 3 clusters Score -2321092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2321096.250000 Penalty: 4647.303711
	Iteration 68Q: 3 clusters Score -2321096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2321101.250000 Penalty: 4647.303711
	Iteration 69Q: 3 clusters Score -2321101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2321103.500000 Penalty: 4647.303711
	Iteration 70Q: 3 clusters Score -2321104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2321102.750000 Penalty: 4647.303711
	Iteration 71Q: 3 clusters Score -2321103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2321105.500000 Penalty: 4647.303711
	Iteration 72Q: 3 clusters Score -2321106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2321102.750000 Penalty: 4647.303711
	Iteration 73Q: 3 clusters Score -2321103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2321110.250000 Penalty: 4647.303711
	Iteration 74Q: 3 clusters Score -2321110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2321110.500000 Penalty: 4647.303711
	Iteration 75Q: 3 clusters Score -2321110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2321114.250000 Penalty: 4647.303711
	Iteration 76Q: 3 clusters Score -2321114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2321114.750000 Penalty: 4647.303711
	Iteration 77Q: 3 clusters Score -2321115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2321113.500000 Penalty: 4647.303711
	Iteration 78Q: 3 clusters Score -2321114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2321116.250000 Penalty: 4647.303711
	Iteration 79Q: 3 clusters Score -2321116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2321117.250000 Penalty: 4647.303711
	Iteration 80F: 3 clusters Score -2321117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2321118.250000 Penalty: 4647.303711
	Iteration 81Q: 3 clusters Score -2321118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 4647.303711
	Iteration 82Q: 3 clusters Score -2321120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 4647.303711
	Iteration 83Q: 3 clusters Score -2321120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2321119.500000 Penalty: 4647.303711
	Iteration 84Q: 3 clusters Score -2321120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2321121.750000 Penalty: 4647.303711
	Iteration 85Q: 3 clusters Score -2321122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2321123.500000 Penalty: 4647.303711
	Iteration 86Q: 3 clusters Score -2321124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2321125.500000 Penalty: 4647.303711
	Iteration 87Q: 3 clusters Score -2321126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2321131.750000 Penalty: 4647.303711
	Iteration 88Q: 3 clusters Score -2321132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2321128.500000 Penalty: 4647.303711
	Iteration 89Q: 3 clusters Score -2321128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2321129.000000 Penalty: 4647.303711
	Iteration 90Q: 3 clusters Score -2321129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2321129.000000 Penalty: 4647.303711
	Iteration 91F: 3 clusters Score -2321129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Entering Unmasked Estep 
Score: -3463551.000000 Penalty: 2435.897949
	Iteration 0F: 2 clusters Score -3463551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3450478.250000 Penalty: 4871.795898
	Iteration 0F: 3 clusters Score -3450478 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3454771.000000 Penalty: 4871.795898
	Iteration 1F: 3 clusters Score -3454771 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3455182.500000 Penalty: 4871.795898
	Iteration 2F: 3 clusters Score -3455182 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -3455499.000000 Penalty: 4871.795898
	Iteration 3Q: 3 clusters Score -3455499 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3455759.250000 Penalty: 4871.795898
	Iteration 4Q: 3 clusters Score -3455759 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3456032.000000 Penalty: 4871.795898
	Iteration 5Q: 3 clusters Score -3456032 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3456387.250000 Penalty: 4871.795898
	Iteration 6Q: 3 clusters Score -3456387 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3456780.500000 Penalty: 4871.795898
	Iteration 7Q: 3 clusters Score -3456780 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3457321.500000 Penalty: 4871.795898
	Iteration 8Q: 3 clusters Score -3457322 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3457997.250000 Penalty: 4871.795898
	Iteration 9F: 3 clusters Score -3457997 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3458760.250000 Penalty: 4871.795898
	Iteration 10F: 3 clusters Score -3458760 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3459611.250000 Penalty: 4871.795898
	Iteration 11F: 3 clusters Score -3459611 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3460258.750000 Penalty: 4871.795898
	Iteration 12Q: 3 clusters Score -3460259 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3460613.250000 Penalty: 4871.795898
	Iteration 13Q: 3 clusters Score -3460613 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3460812.500000 Penalty: 4871.795898
	Iteration 14Q: 3 clusters Score -3460812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3460922.500000 Penalty: 4871.795898
	Iteration 15Q: 3 clusters Score -3460922 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3460982.250000 Penalty: 4871.795898
	Iteration 16Q: 3 clusters Score -3460982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3461041.250000 Penalty: 4871.795898
	Iteration 17Q: 3 clusters Score -3461041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3461079.500000 Penalty: 4871.795898
	Iteration 18Q: 3 clusters Score -3461080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3461113.250000 Penalty: 4871.795898
	Iteration 19Q: 3 clusters Score -3461113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3461120.750000 Penalty: 4871.795898
	Iteration 20F: 3 clusters Score -3461121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3461129.250000 Penalty: 4871.795898
	Iteration 21Q: 3 clusters Score -3461129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3461140.750000 Penalty: 4871.795898
	Iteration 22Q: 3 clusters Score -3461141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3461158.250000 Penalty: 4871.795898
	Iteration 23Q: 3 clusters Score -3461158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3461176.250000 Penalty: 4871.795898
	Iteration 24Q: 3 clusters Score -3461176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3461181.250000 Penalty: 4871.795898
	Iteration 25Q: 3 clusters Score -3461181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3461194.500000 Penalty: 4871.795898
	Iteration 26Q: 3 clusters Score -3461194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3461207.500000 Penalty: 4871.795898
	Iteration 27Q: 3 clusters Score -3461208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3461209.250000 Penalty: 4871.795898
	Iteration 28Q: 3 clusters Score -3461209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3461219.250000 Penalty: 4871.795898
	Iteration 29Q: 3 clusters Score -3461219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3461230.500000 Penalty: 4871.795898
	Iteration 30Q: 3 clusters Score -3461230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3461240.500000 Penalty: 4871.795898
	Iteration 31Q: 3 clusters Score -3461240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3461236.250000 Penalty: 4871.795898
	Iteration 32Q: 3 clusters Score -3461236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3461244.000000 Penalty: 4871.795898
	Iteration 33Q: 3 clusters Score -3461244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3461249.750000 Penalty: 4871.795898
	Iteration 34Q: 3 clusters Score -3461250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3461251.500000 Penalty: 4871.795898
	Iteration 35Q: 3 clusters Score -3461252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3461246.250000 Penalty: 4871.795898
	Iteration 36Q: 3 clusters Score -3461246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3461247.000000 Penalty: 4871.795898
	Iteration 37Q: 3 clusters Score -3461247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3461247.500000 Penalty: 4871.795898
	Iteration 38Q: 3 clusters Score -3461248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3461247.500000 Penalty: 4871.795898
	Iteration 39F: 3 clusters Score -3461248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Entering Unmasked Estep 
Score: -3965657.500000 Penalty: 2473.908203
	Iteration 0F: 2 clusters Score -3965658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3950622.500000 Penalty: 4947.816406
	Iteration 0F: 3 clusters Score -3950622 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3955786.000000 Penalty: 4947.816406
	Iteration 1F: 3 clusters Score -3955786 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3956238.750000 Penalty: 4947.816406
	Iteration 2F: 3 clusters Score -3956239 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -3956679.250000 Penalty: 4947.816406
	Iteration 3Q: 3 clusters Score -3956679 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3957306.250000 Penalty: 4947.816406
	Iteration 4F: 3 clusters Score -3957306 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3958124.750000 Penalty: 4947.816406
	Iteration 5F: 3 clusters Score -3958125 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3959263.000000 Penalty: 4947.816406
	Iteration 6F: 3 clusters Score -3959263 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3960581.750000 Penalty: 4947.816406
	Iteration 7F: 3 clusters Score -3960582 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3961797.250000 Penalty: 4947.816406
	Iteration 8F: 3 clusters Score -3961797 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3962616.500000 Penalty: 4947.816406
	Iteration 9Q: 3 clusters Score -3962616 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3963030.000000 Penalty: 4947.816406
	Iteration 10Q: 3 clusters Score -3963030 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3963241.500000 Penalty: 4947.816406
	Iteration 11Q: 3 clusters Score -3963242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3963353.000000 Penalty: 4947.816406
	Iteration 12Q: 3 clusters Score -3963353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3963396.500000 Penalty: 4947.816406
	Iteration 13Q: 3 clusters Score -3963396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3963429.750000 Penalty: 4947.816406
	Iteration 14Q: 3 clusters Score -3963430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3963450.250000 Penalty: 4947.816406
	Iteration 15Q: 3 clusters Score -3963450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3963461.750000 Penalty: 4947.816406
	Iteration 16Q: 3 clusters Score -3963462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3963468.750000 Penalty: 4947.816406
	Iteration 17Q: 3 clusters Score -3963469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3963472.500000 Penalty: 4947.816406
	Iteration 18Q: 3 clusters Score -3963472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3963469.250000 Penalty: 4947.816406
	Iteration 19Q: 3 clusters Score -3963469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3963476.500000 Penalty: 4947.816406
	Iteration 20F: 3 clusters Score -3963476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3963475.750000 Penalty: 4947.816406
	Iteration 21Q: 3 clusters Score -3963476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3963481.000000 Penalty: 4947.816406
	Iteration 22Q: 3 clusters Score -3963481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3963481.000000 Penalty: 4947.816406
	Iteration 23F: 3 clusters Score -3963481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Entering Unmasked Estep 
Score: -3774954.250000 Penalty: 2457.277100
	Iteration 0F: 2 clusters Score -3774954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3761443.000000 Penalty: 4914.554199
	Iteration 0F: 3 clusters Score -3761443 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3766001.000000 Penalty: 4914.554199
	Iteration 1F: 3 clusters Score -3766001 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3766379.750000 Penalty: 4914.554199
	Iteration 2F: 3 clusters Score -3766380 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3766692.000000 Penalty: 4914.554199
	Iteration 3Q: 3 clusters Score -3766692 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3766936.000000 Penalty: 4914.554199
	Iteration 4Q: 3 clusters Score -3766936 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3767149.000000 Penalty: 4914.554199
	Iteration 5Q: 3 clusters Score -3767149 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3767356.750000 Penalty: 4914.554199
	Iteration 6Q: 3 clusters Score -3767357 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3767547.500000 Penalty: 4914.554199
	Iteration 7Q: 3 clusters Score -3767548 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3767736.500000 Penalty: 4914.554199
	Iteration 8Q: 3 clusters Score -3767736 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3767981.500000 Penalty: 4914.554199
	Iteration 9Q: 3 clusters Score -3767982 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3768269.000000 Penalty: 4914.554199
	Iteration 10Q: 3 clusters Score -3768269 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3768663.500000 Penalty: 4914.554199
	Iteration 11Q: 3 clusters Score -3768664 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3769098.000000 Penalty: 4914.554199
	Iteration 12Q: 3 clusters Score -3769098 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3769652.750000 Penalty: 4914.554199
	Iteration 13Q: 3 clusters Score -3769653 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3770336.250000 Penalty: 4914.554199
	Iteration 14Q: 3 clusters Score -3770336 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3770973.250000 Penalty: 4914.554199
	Iteration 15Q: 3 clusters Score -3770973 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3771562.500000 Penalty: 4914.554199
	Iteration 16Q: 3 clusters Score -3771562 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3772040.250000 Penalty: 4914.554199
	Iteration 17Q: 3 clusters Score -3772040 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3772305.750000 Penalty: 4914.554199
	Iteration 18Q: 3 clusters Score -3772306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3772474.750000 Penalty: 4914.554199
	Iteration 19Q: 3 clusters Score -3772475 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3772591.500000 Penalty: 4914.554199
	Iteration 20F: 3 clusters Score -3772592 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3772650.500000 Penalty: 4914.554199
	Iteration 21Q: 3 clusters Score -3772650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3772698.750000 Penalty: 4914.554199
	Iteration 22Q: 3 clusters Score -3772699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3772727.750000 Penalty: 4914.554199
	Iteration 23Q: 3 clusters Score -3772728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3772760.500000 Penalty: 4914.554199
	Iteration 24Q: 3 clusters Score -3772760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3772776.250000 Penalty: 4914.554199
	Iteration 25Q: 3 clusters Score -3772776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3772808.000000 Penalty: 4914.554199
	Iteration 26Q: 3 clusters Score -3772808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3772816.000000 Penalty: 4914.554199
	Iteration 27Q: 3 clusters Score -3772816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -3772830.500000 Penalty: 4914.554199
	Iteration 28Q: 3 clusters Score -3772830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3772837.750000 Penalty: 4914.554199
	Iteration 29Q: 3 clusters Score -3772838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3772841.500000 Penalty: 4914.554199
	Iteration 30Q: 3 clusters Score -3772842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3772840.500000 Penalty: 4914.554199
	Iteration 31Q: 3 clusters Score -3772840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3772849.000000 Penalty: 4914.554199
	Iteration 32Q: 3 clusters Score -3772849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3772848.500000 Penalty: 4914.554199
	Iteration 33Q: 3 clusters Score -3772848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3772848.250000 Penalty: 4914.554199
	Iteration 34Q: 3 clusters Score -3772848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3772853.750000 Penalty: 4914.554199
	Iteration 35Q: 3 clusters Score -3772854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3772851.500000 Penalty: 4914.554199
	Iteration 36Q: 3 clusters Score -3772852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3772859.750000 Penalty: 4914.554199
	Iteration 37Q: 3 clusters Score -3772860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3772866.500000 Penalty: 4914.554199
	Iteration 38Q: 3 clusters Score -3772866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3772865.000000 Penalty: 4914.554199
	Iteration 39Q: 3 clusters Score -3772865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3772870.000000 Penalty: 4914.554199
	Iteration 40F: 3 clusters Score -3772870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3772872.750000 Penalty: 4914.554199
	Iteration 41Q: 3 clusters Score -3772873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3772876.000000 Penalty: 4914.554199
	Iteration 42Q: 3 clusters Score -3772876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3772877.750000 Penalty: 4914.554199
	Iteration 43Q: 3 clusters Score -3772878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3772883.500000 Penalty: 4914.554199
	Iteration 44Q: 3 clusters Score -3772884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3772888.750000 Penalty: 4914.554199
	Iteration 45Q: 3 clusters Score -3772889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3772888.750000 Penalty: 4914.554199
	Iteration 46F: 3 clusters Score -3772889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51794.496094 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51794.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51943.304688 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51943.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51968.371094 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51968.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51974.691406 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -51974.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51974.691406 Penalty: 2873.334717
	Iteration 4F: 3 clusters Score -51974.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Entering Unmasked Estep 
Score: -3859417.250000 Penalty: 2465.469482
	Iteration 0F: 2 clusters Score -3859417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3845429.000000 Penalty: 4930.938965
	Iteration 0F: 3 clusters Score -3845429 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3850525.500000 Penalty: 4930.938965
	Iteration 1F: 3 clusters Score -3850526 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3850981.000000 Penalty: 4930.938965
	Iteration 2F: 3 clusters Score -3850981 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3851371.500000 Penalty: 4930.938965
	Iteration 3Q: 3 clusters Score -3851372 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3851753.250000 Penalty: 4930.938965
	Iteration 4Q: 3 clusters Score -3851753 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3852170.750000 Penalty: 4930.938965
	Iteration 5Q: 3 clusters Score -3852171 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3852594.500000 Penalty: 4930.938965
	Iteration 6Q: 3 clusters Score -3852594 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3853110.500000 Penalty: 4930.938965
	Iteration 7Q: 3 clusters Score -3853110 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3853711.000000 Penalty: 4930.938965
	Iteration 8Q: 3 clusters Score -3853711 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3854401.250000 Penalty: 4930.938965
	Iteration 9Q: 3 clusters Score -3854401 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3855135.000000 Penalty: 4930.938965
	Iteration 10F: 3 clusters Score -3855135 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3855724.250000 Penalty: 4930.938965
	Iteration 11Q: 3 clusters Score -3855724 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3856084.500000 Penalty: 4930.938965
	Iteration 12Q: 3 clusters Score -3856084 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3856345.750000 Penalty: 4930.938965
	Iteration 13Q: 3 clusters Score -3856346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3856492.500000 Penalty: 4930.938965
	Iteration 14Q: 3 clusters Score -3856492 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3856623.000000 Penalty: 4930.938965
	Iteration 15Q: 3 clusters Score -3856623 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3856711.500000 Penalty: 4930.938965
	Iteration 16Q: 3 clusters Score -3856712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3856778.500000 Penalty: 4930.938965
	Iteration 17Q: 3 clusters Score -3856778 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3856834.250000 Penalty: 4930.938965
	Iteration 18Q: 3 clusters Score -3856834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3856893.750000 Penalty: 4930.938965
	Iteration 19Q: 3 clusters Score -3856894 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3856948.250000 Penalty: 4930.938965
	Iteration 20F: 3 clusters Score -3856948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3857000.750000 Penalty: 4930.938965
	Iteration 21Q: 3 clusters Score -3857001 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3857060.500000 Penalty: 4930.938965
	Iteration 22Q: 3 clusters Score -3857060 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3857117.000000 Penalty: 4930.938965
	Iteration 23Q: 3 clusters Score -3857117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3857177.000000 Penalty: 4930.938965
	Iteration 24Q: 3 clusters Score -3857177 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3857213.500000 Penalty: 4930.938965
	Iteration 25Q: 3 clusters Score -3857214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3857281.250000 Penalty: 4930.938965
	Iteration 26Q: 3 clusters Score -3857281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3857329.500000 Penalty: 4930.938965
	Iteration 27Q: 3 clusters Score -3857330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3857376.500000 Penalty: 4930.938965
	Iteration 28Q: 3 clusters Score -3857376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3857424.250000 Penalty: 4930.938965
	Iteration 29Q: 3 clusters Score -3857424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3857477.750000 Penalty: 4930.938965
	Iteration 30Q: 3 clusters Score -3857478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3857519.250000 Penalty: 4930.938965
	Iteration 31Q: 3 clusters Score -3857519 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3857546.250000 Penalty: 4930.938965
	Iteration 32Q: 3 clusters Score -3857546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3857584.750000 Penalty: 4930.938965
	Iteration 33Q: 3 clusters Score -3857585 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3857598.000000 Penalty: 4930.938965
	Iteration 34Q: 3 clusters Score -3857598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3857612.250000 Penalty: 4930.938965
	Iteration 35Q: 3 clusters Score -3857612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3857637.250000 Penalty: 4930.938965
	Iteration 36Q: 3 clusters Score -3857637 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3857647.750000 Penalty: 4930.938965
	Iteration 37Q: 3 clusters Score -3857648 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3857682.250000 Penalty: 4930.938965
	Iteration 38Q: 3 clusters Score -3857682 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3857691.500000 Penalty: 4930.938965
	Iteration 39Q: 3 clusters Score -3857692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3857725.500000 Penalty: 4930.938965
	Iteration 40F: 3 clusters Score -3857726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3857737.250000 Penalty: 4930.938965
	Iteration 41Q: 3 clusters Score -3857737 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3857758.000000 Penalty: 4930.938965
	Iteration 42Q: 3 clusters Score -3857758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3857769.750000 Penalty: 4930.938965
	Iteration 43Q: 3 clusters Score -3857770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3857772.000000 Penalty: 4930.938965
	Iteration 44Q: 3 clusters Score -3857772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3857800.000000 Penalty: 4930.938965
	Iteration 45Q: 3 clusters Score -3857800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3857808.750000 Penalty: 4930.938965
	Iteration 46Q: 3 clusters Score -3857809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3857811.500000 Penalty: 4930.938965
	Iteration 47Q: 3 clusters Score -3857812 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3857836.250000 Penalty: 4930.938965
	Iteration 48Q: 3 clusters Score -3857836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3857837.250000 Penalty: 4930.938965
	Iteration 49Q: 3 clusters Score -3857837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3857862.250000 Penalty: 4930.938965
	Iteration 50Q: 3 clusters Score -3857862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3857871.250000 Penalty: 4930.938965
	Iteration 51Q: 3 clusters Score -3857871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3857879.250000 Penalty: 4930.938965
	Iteration 52Q: 3 clusters Score -3857879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3857886.250000 Penalty: 4930.938965
	Iteration 53Q: 3 clusters Score -3857886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3857893.750000 Penalty: 4930.938965
	Iteration 54Q: 3 clusters Score -3857894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3857890.250000 Penalty: 4930.938965
	Iteration 55Q: 3 clusters Score -3857890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3857896.000000 Penalty: 4930.938965
	Iteration 56Q: 3 clusters Score -3857896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3857903.750000 Penalty: 4930.938965
	Iteration 57Q: 3 clusters Score -3857904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3857914.500000 Penalty: 4930.938965
	Iteration 58Q: 3 clusters Score -3857914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3857910.250000 Penalty: 4930.938965
	Iteration 59Q: 3 clusters Score -3857910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3857925.500000 Penalty: 4930.938965
	Iteration 60F: 3 clusters Score -3857926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3857928.750000 Penalty: 4930.938965
	Iteration 61Q: 3 clusters Score -3857929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3857933.250000 Penalty: 4930.938965
	Iteration 62Q: 3 clusters Score -3857933 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3857946.750000 Penalty: 4930.938965
	Iteration 63Q: 3 clusters Score -3857947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3857945.500000 Penalty: 4930.938965
	Iteration 64Q: 3 clusters Score -3857946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3857950.500000 Penalty: 4930.938965
	Iteration 65Q: 3 clusters Score -3857950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3857950.500000 Penalty: 4930.938965
	Iteration 66Q: 3 clusters Score -3857950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3857958.500000 Penalty: 4930.938965
	Iteration 67Q: 3 clusters Score -3857958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3857967.500000 Penalty: 4930.938965
	Iteration 68Q: 3 clusters Score -3857968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3857965.750000 Penalty: 4930.938965
	Iteration 69Q: 3 clusters Score -3857966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3857969.500000 Penalty: 4930.938965
	Iteration 70Q: 3 clusters Score -3857970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3857985.000000 Penalty: 4930.938965
	Iteration 71Q: 3 clusters Score -3857985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3857979.000000 Penalty: 4930.938965
	Iteration 72Q: 3 clusters Score -3857979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3857977.000000 Penalty: 4930.938965
	Iteration 73Q: 3 clusters Score -3857977 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3857982.000000 Penalty: 4930.938965
	Iteration 74Q: 3 clusters Score -3857982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3857994.500000 Penalty: 4930.938965
	Iteration 75Q: 3 clusters Score -3857994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3857994.500000 Penalty: 4930.938965
	Iteration 76Q: 3 clusters Score -3857994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3858005.500000 Penalty: 4930.938965
	Iteration 77Q: 3 clusters Score -3858006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3858007.750000 Penalty: 4930.938965
	Iteration 78Q: 3 clusters Score -3858008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3858007.000000 Penalty: 4930.938965
	Iteration 79Q: 3 clusters Score -3858007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3858012.500000 Penalty: 4930.938965
	Iteration 80F: 3 clusters Score -3858012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3858018.250000 Penalty: 4930.938965
	Iteration 81Q: 3 clusters Score -3858018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3858013.000000 Penalty: 4930.938965
	Iteration 82Q: 3 clusters Score -3858013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3858008.750000 Penalty: 4930.938965
	Iteration 83Q: 3 clusters Score -3858009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3858015.000000 Penalty: 4930.938965
	Iteration 84Q: 3 clusters Score -3858015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3858014.750000 Penalty: 4930.938965
	Iteration 85Q: 3 clusters Score -3858015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3858031.750000 Penalty: 4930.938965
	Iteration 86Q: 3 clusters Score -3858032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3858044.750000 Penalty: 4930.938965
	Iteration 87Q: 3 clusters Score -3858045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3858047.500000 Penalty: 4930.938965
	Iteration 88Q: 3 clusters Score -3858048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3858051.250000 Penalty: 4930.938965
	Iteration 89Q: 3 clusters Score -3858051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3858054.750000 Penalty: 4930.938965
	Iteration 90Q: 3 clusters Score -3858055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3858061.000000 Penalty: 4930.938965
	Iteration 91Q: 3 clusters Score -3858061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3858048.750000 Penalty: 4930.938965
	Iteration 92Q: 3 clusters Score -3858049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3858051.250000 Penalty: 4930.938965
	Iteration 93Q: 3 clusters Score -3858051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3858059.000000 Penalty: 4930.938965
	Iteration 94Q: 3 clusters Score -3858059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3858064.250000 Penalty: 4930.938965
	Iteration 95Q: 3 clusters Score -3858064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3858063.000000 Penalty: 4930.938965
	Iteration 96Q: 3 clusters Score -3858063 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3858071.500000 Penalty: 4930.938965
	Iteration 97Q: 3 clusters Score -3858072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3858089.500000 Penalty: 4930.938965
	Iteration 98Q: 3 clusters Score -3858090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -3858089.000000 Penalty: 4930.938965
	Iteration 99Q: 3 clusters Score -3858089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3858090.250000 Penalty: 4930.938965
	Iteration 100F: 3 clusters Score -3858090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3858099.000000 Penalty: 4930.938965
	Iteration 101Q: 3 clusters Score -3858099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3858090.000000 Penalty: 4930.938965
	Iteration 102Q: 3 clusters Score -3858090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3858092.750000 Penalty: 4930.938965
	Iteration 103Q: 3 clusters Score -3858093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3858090.500000 Penalty: 4930.938965
	Iteration 104Q: 3 clusters Score -3858090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3858099.250000 Penalty: 4930.938965
	Iteration 105Q: 3 clusters Score -3858099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3858105.500000 Penalty: 4930.938965
	Iteration 106Q: 3 clusters Score -3858106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3858110.250000 Penalty: 4930.938965
	Iteration 107Q: 3 clusters Score -3858110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3858116.500000 Penalty: 4930.938965
	Iteration 108Q: 3 clusters Score -3858116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3858125.000000 Penalty: 4930.938965
	Iteration 109Q: 3 clusters Score -3858125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3858117.500000 Penalty: 4930.938965
	Iteration 110Q: 3 clusters Score -3858118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3858125.500000 Penalty: 4930.938965
	Iteration 111Q: 3 clusters Score -3858126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3858128.000000 Penalty: 4930.938965
	Iteration 112Q: 3 clusters Score -3858128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3858126.250000 Penalty: 4930.938965
	Iteration 113Q: 3 clusters Score -3858126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3858122.250000 Penalty: 4930.938965
	Iteration 114Q: 3 clusters Score -3858122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3858129.750000 Penalty: 4930.938965
	Iteration 115Q: 3 clusters Score -3858130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3858129.500000 Penalty: 4930.938965
	Iteration 116Q: 3 clusters Score -3858130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3858124.250000 Penalty: 4930.938965
	Iteration 117Q: 3 clusters Score -3858124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3858126.000000 Penalty: 4930.938965
	Iteration 118Q: 3 clusters Score -3858126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3858137.250000 Penalty: 4930.938965
	Iteration 119Q: 3 clusters Score -3858137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3858126.250000 Penalty: 4930.938965
	Iteration 120F: 3 clusters Score -3858126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3858131.000000 Penalty: 4930.938965
	Iteration 121Q: 3 clusters Score -3858131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3858138.000000 Penalty: 4930.938965
	Iteration 122Q: 3 clusters Score -3858138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3858130.000000 Penalty: 4930.938965
	Iteration 123Q: 3 clusters Score -3858130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3858139.000000 Penalty: 4930.938965
	Iteration 124Q: 3 clusters Score -3858139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3858134.250000 Penalty: 4930.938965
	Iteration 125Q: 3 clusters Score -3858134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3858141.000000 Penalty: 4930.938965
	Iteration 126Q: 3 clusters Score -3858141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3858141.500000 Penalty: 4930.938965
	Iteration 127Q: 3 clusters Score -3858142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3858138.750000 Penalty: 4930.938965
	Iteration 128Q: 3 clusters Score -3858139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3858145.500000 Penalty: 4930.938965
	Iteration 129Q: 3 clusters Score -3858146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3858139.500000 Penalty: 4930.938965
	Iteration 130Q: 3 clusters Score -3858140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3858141.500000 Penalty: 4930.938965
	Iteration 131Q: 3 clusters Score -3858142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3858144.500000 Penalty: 4930.938965
	Iteration 132Q: 3 clusters Score -3858144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3858137.750000 Penalty: 4930.938965
	Iteration 133Q: 3 clusters Score -3858138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3858132.750000 Penalty: 4930.938965
	Iteration 134Q: 3 clusters Score -3858133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3858137.750000 Penalty: 4930.938965
	Iteration 135Q: 3 clusters Score -3858138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3858131.500000 Penalty: 4930.938965
	Iteration 136Q: 3 clusters Score -3858132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3858132.000000 Penalty: 4930.938965
	Iteration 137Q: 3 clusters Score -3858132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3858134.000000 Penalty: 4930.938965
	Iteration 138Q: 3 clusters Score -3858134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3858137.750000 Penalty: 4930.938965
	Iteration 139Q: 3 clusters Score -3858138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3858136.500000 Penalty: 4930.938965
	Iteration 140F: 3 clusters Score -3858136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3858135.750000 Penalty: 4930.938965
	Iteration 141Q: 3 clusters Score -3858136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3858136.000000 Penalty: 4930.938965
	Iteration 142Q: 3 clusters Score -3858136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3858133.250000 Penalty: 4930.938965
	Iteration 143Q: 3 clusters Score -3858133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3858137.250000 Penalty: 4930.938965
	Iteration 144Q: 3 clusters Score -3858137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3858133.000000 Penalty: 4930.938965
	Iteration 145Q: 3 clusters Score -3858133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3858132.500000 Penalty: 4930.938965
	Iteration 146Q: 3 clusters Score -3858132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3858126.750000 Penalty: 4930.938965
	Iteration 147Q: 3 clusters Score -3858127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3858122.000000 Penalty: 4930.938965
	Iteration 148Q: 3 clusters Score -3858122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3858124.500000 Penalty: 4930.938965
	Iteration 149Q: 3 clusters Score -3858124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3858126.750000 Penalty: 4930.938965
	Iteration 150Q: 3 clusters Score -3858127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3858125.500000 Penalty: 4930.938965
	Iteration 151Q: 3 clusters Score -3858126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3858125.500000 Penalty: 4930.938965
	Iteration 152F: 3 clusters Score -3858126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Entering Unmasked Estep 
Score: -3846339.500000 Penalty: 2447.100830
	Iteration 0F: 2 clusters Score -3846340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3834910.000000 Penalty: 4894.201660
	Iteration 0F: 3 clusters Score -3834910 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3839370.000000 Penalty: 4894.201660
	Iteration 1F: 3 clusters Score -3839370 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3839726.500000 Penalty: 4894.201660
	Iteration 2F: 3 clusters Score -3839726 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3839987.000000 Penalty: 4894.201660
	Iteration 3Q: 3 clusters Score -3839987 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3840203.250000 Penalty: 4894.201660
	Iteration 4Q: 3 clusters Score -3840203 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3840411.250000 Penalty: 4894.201660
	Iteration 5Q: 3 clusters Score -3840411 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3840616.250000 Penalty: 4894.201660
	Iteration 6Q: 3 clusters Score -3840616 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3840812.000000 Penalty: 4894.201660
	Iteration 7Q: 3 clusters Score -3840812 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3841134.000000 Penalty: 4894.201660
	Iteration 8Q: 3 clusters Score -3841134 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3841486.750000 Penalty: 4894.201660
	Iteration 9Q: 3 clusters Score -3841487 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3841866.250000 Penalty: 4894.201660
	Iteration 10Q: 3 clusters Score -3841866 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3842363.250000 Penalty: 4894.201660
	Iteration 11Q: 3 clusters Score -3842363 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3842816.000000 Penalty: 4894.201660
	Iteration 12Q: 3 clusters Score -3842816 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3843217.750000 Penalty: 4894.201660
	Iteration 13Q: 3 clusters Score -3843218 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3843575.250000 Penalty: 4894.201660
	Iteration 14Q: 3 clusters Score -3843575 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3843833.250000 Penalty: 4894.201660
	Iteration 15Q: 3 clusters Score -3843833 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3844038.500000 Penalty: 4894.201660
	Iteration 16Q: 3 clusters Score -3844038 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3844236.750000 Penalty: 4894.201660
	Iteration 17Q: 3 clusters Score -3844237 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3844393.000000 Penalty: 4894.201660
	Iteration 18Q: 3 clusters Score -3844393 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3844559.750000 Penalty: 4894.201660
	Iteration 19Q: 3 clusters Score -3844560 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3844682.000000 Penalty: 4894.201660
	Iteration 20F: 3 clusters Score -3844682 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3844867.000000 Penalty: 4894.201660
	Iteration 21Q: 3 clusters Score -3844867 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3845042.250000 Penalty: 4894.201660
	Iteration 22Q: 3 clusters Score -3845042 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3845197.500000 Penalty: 4894.201660
	Iteration 23Q: 3 clusters Score -3845198 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3845336.000000 Penalty: 4894.201660
	Iteration 24Q: 3 clusters Score -3845336 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3845419.750000 Penalty: 4894.201660
	Iteration 25Q: 3 clusters Score -3845420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3845466.750000 Penalty: 4894.201660
	Iteration 26Q: 3 clusters Score -3845467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3845529.250000 Penalty: 4894.201660
	Iteration 27Q: 3 clusters Score -3845529 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -3845538.250000 Penalty: 4894.201660
	Iteration 28Q: 3 clusters Score -3845538 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3845622.500000 Penalty: 4894.201660
	Iteration 29Q: 3 clusters Score -3845622 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3845655.000000 Penalty: 4894.201660
	Iteration 30Q: 3 clusters Score -3845655 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3845667.500000 Penalty: 4894.201660
	Iteration 31Q: 3 clusters Score -3845668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3845634.500000 Penalty: 4894.201660
	Iteration 32Q: 3 clusters Score -3845634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3845602.250000 Penalty: 4894.201660
	Iteration 33Q: 3 clusters Score -3845602 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3845555.000000 Penalty: 4894.201660
	Iteration 34Q: 3 clusters Score -3845555 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3845521.750000 Penalty: 4894.201660
	Iteration 35Q: 3 clusters Score -3845522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3845503.250000 Penalty: 4894.201660
	Iteration 36Q: 3 clusters Score -3845503 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3845490.750000 Penalty: 4894.201660
	Iteration 37Q: 3 clusters Score -3845491 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3845469.250000 Penalty: 4894.201660
	Iteration 38Q: 3 clusters Score -3845469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3845439.000000 Penalty: 4894.201660
	Iteration 39Q: 3 clusters Score -3845439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3845501.250000 Penalty: 4894.201660
	Iteration 40F: 3 clusters Score -3845501 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3845496.000000 Penalty: 4894.201660
	Iteration 41Q: 3 clusters Score -3845496 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3845468.000000 Penalty: 4894.201660
	Iteration 42Q: 3 clusters Score -3845468 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3845418.750000 Penalty: 4894.201660
	Iteration 43Q: 3 clusters Score -3845419 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3845376.750000 Penalty: 4894.201660
	Iteration 44Q: 3 clusters Score -3845377 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3845353.250000 Penalty: 4894.201660
	Iteration 45Q: 3 clusters Score -3845353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3845303.000000 Penalty: 4894.201660
	Iteration 46Q: 3 clusters Score -3845303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3845277.500000 Penalty: 4894.201660
	Iteration 47Q: 3 clusters Score -3845278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3845252.250000 Penalty: 4894.201660
	Iteration 48Q: 3 clusters Score -3845252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3845233.500000 Penalty: 4894.201660
	Iteration 49Q: 3 clusters Score -3845234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3845203.250000 Penalty: 4894.201660
	Iteration 50Q: 3 clusters Score -3845203 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3845182.250000 Penalty: 4894.201660
	Iteration 51Q: 3 clusters Score -3845182 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3845177.500000 Penalty: 4894.201660
	Iteration 52Q: 3 clusters Score -3845178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3845158.500000 Penalty: 4894.201660
	Iteration 53Q: 3 clusters Score -3845158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3845161.500000 Penalty: 4894.201660
	Iteration 54Q: 3 clusters Score -3845162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3845109.750000 Penalty: 4894.201660
	Iteration 55Q: 3 clusters Score -3845110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3845088.000000 Penalty: 4894.201660
	Iteration 56Q: 3 clusters Score -3845088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3845076.250000 Penalty: 4894.201660
	Iteration 57Q: 3 clusters Score -3845076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3845066.000000 Penalty: 4894.201660
	Iteration 58Q: 3 clusters Score -3845066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3845019.000000 Penalty: 4894.201660
	Iteration 59Q: 3 clusters Score -3845019 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3845032.250000 Penalty: 4894.201660
	Iteration 60F: 3 clusters Score -3845032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3845008.000000 Penalty: 4894.201660
	Iteration 61Q: 3 clusters Score -3845008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3844974.250000 Penalty: 4894.201660
	Iteration 62Q: 3 clusters Score -3844974 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3844969.750000 Penalty: 4894.201660
	Iteration 63Q: 3 clusters Score -3844970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3844966.750000 Penalty: 4894.201660
	Iteration 64Q: 3 clusters Score -3844967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3844951.250000 Penalty: 4894.201660
	Iteration 65Q: 3 clusters Score -3844951 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3844934.500000 Penalty: 4894.201660
	Iteration 66Q: 3 clusters Score -3844934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3844904.500000 Penalty: 4894.201660
	Iteration 67Q: 3 clusters Score -3844904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3844885.750000 Penalty: 4894.201660
	Iteration 68Q: 3 clusters Score -3844886 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3844884.500000 Penalty: 4894.201660
	Iteration 69Q: 3 clusters Score -3844884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3844888.500000 Penalty: 4894.201660
	Iteration 70Q: 3 clusters Score -3844888 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3844920.250000 Penalty: 4894.201660
	Iteration 71Q: 3 clusters Score -3844920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3844903.250000 Penalty: 4894.201660
	Iteration 72Q: 3 clusters Score -3844903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3844909.000000 Penalty: 4894.201660
	Iteration 73Q: 3 clusters Score -3844909 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3844897.500000 Penalty: 4894.201660
	Iteration 74Q: 3 clusters Score -3844898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3844875.500000 Penalty: 4894.201660
	Iteration 75Q: 3 clusters Score -3844876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3844882.500000 Penalty: 4894.201660
	Iteration 76Q: 3 clusters Score -3844882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3844881.500000 Penalty: 4894.201660
	Iteration 77Q: 3 clusters Score -3844882 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3844872.000000 Penalty: 4894.201660
	Iteration 78Q: 3 clusters Score -3844872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3844860.000000 Penalty: 4894.201660
	Iteration 79Q: 3 clusters Score -3844860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3844890.750000 Penalty: 4894.201660
	Iteration 80F: 3 clusters Score -3844891 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3844910.250000 Penalty: 4894.201660
	Iteration 81Q: 3 clusters Score -3844910 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3844922.000000 Penalty: 4894.201660
	Iteration 82Q: 3 clusters Score -3844922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3844935.250000 Penalty: 4894.201660
	Iteration 83Q: 3 clusters Score -3844935 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3844934.250000 Penalty: 4894.201660
	Iteration 84Q: 3 clusters Score -3844934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3844968.250000 Penalty: 4894.201660
	Iteration 85Q: 3 clusters Score -3844968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3844985.000000 Penalty: 4894.201660
	Iteration 86Q: 3 clusters Score -3844985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3844998.750000 Penalty: 4894.201660
	Iteration 87Q: 3 clusters Score -3844999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3845002.000000 Penalty: 4894.201660
	Iteration 88Q: 3 clusters Score -3845002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3844999.500000 Penalty: 4894.201660
	Iteration 89Q: 3 clusters Score -3845000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3844990.500000 Penalty: 4894.201660
	Iteration 90Q: 3 clusters Score -3844990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3845010.000000 Penalty: 4894.201660
	Iteration 91Q: 3 clusters Score -3845010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3845024.000000 Penalty: 4894.201660
	Iteration 92Q: 3 clusters Score -3845024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3845048.000000 Penalty: 4894.201660
	Iteration 93Q: 3 clusters Score -3845048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3845062.000000 Penalty: 4894.201660
	Iteration 94Q: 3 clusters Score -3845062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3845073.250000 Penalty: 4894.201660
	Iteration 95Q: 3 clusters Score -3845073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3845081.500000 Penalty: 4894.201660
	Iteration 96Q: 3 clusters Score -3845082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3845071.250000 Penalty: 4894.201660
	Iteration 97Q: 3 clusters Score -3845071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3845082.750000 Penalty: 4894.201660
	Iteration 98Q: 3 clusters Score -3845083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3845082.750000 Penalty: 4894.201660
	Iteration 99Q: 3 clusters Score -3845083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3845076.750000 Penalty: 4894.201660
	Iteration 100F: 3 clusters Score -3845077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3845077.250000 Penalty: 4894.201660
	Iteration 101Q: 3 clusters Score -3845077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3845075.750000 Penalty: 4894.201660
	Iteration 102Q: 3 clusters Score -3845076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3845077.750000 Penalty: 4894.201660
	Iteration 103Q: 3 clusters Score -3845078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3845079.000000 Penalty: 4894.201660
	Iteration 104Q: 3 clusters Score -3845079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3845083.000000 Penalty: 4894.201660
	Iteration 105Q: 3 clusters Score -3845083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3845083.500000 Penalty: 4894.201660
	Iteration 106Q: 3 clusters Score -3845084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3845082.000000 Penalty: 4894.201660
	Iteration 107Q: 3 clusters Score -3845082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3845079.250000 Penalty: 4894.201660
	Iteration 108Q: 3 clusters Score -3845079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3845078.000000 Penalty: 4894.201660
	Iteration 109Q: 3 clusters Score -3845078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3845073.750000 Penalty: 4894.201660
	Iteration 110Q: 3 clusters Score -3845074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3845079.000000 Penalty: 4894.201660
	Iteration 111Q: 3 clusters Score -3845079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3845071.250000 Penalty: 4894.201660
	Iteration 112Q: 3 clusters Score -3845071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3845073.250000 Penalty: 4894.201660
	Iteration 113Q: 3 clusters Score -3845073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3845078.500000 Penalty: 4894.201660
	Iteration 114Q: 3 clusters Score -3845078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3845069.750000 Penalty: 4894.201660
	Iteration 115Q: 3 clusters Score -3845070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3845067.500000 Penalty: 4894.201660
	Iteration 116Q: 3 clusters Score -3845068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3845077.000000 Penalty: 4894.201660
	Iteration 117Q: 3 clusters Score -3845077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3845077.500000 Penalty: 4894.201660
	Iteration 118Q: 3 clusters Score -3845078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3845084.750000 Penalty: 4894.201660
	Iteration 119Q: 3 clusters Score -3845085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3845079.750000 Penalty: 4894.201660
	Iteration 120F: 3 clusters Score -3845080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3845071.250000 Penalty: 4894.201660
	Iteration 121Q: 3 clusters Score -3845071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3845074.000000 Penalty: 4894.201660
	Iteration 122Q: 3 clusters Score -3845074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3845085.500000 Penalty: 4894.201660
	Iteration 123Q: 3 clusters Score -3845086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3845080.000000 Penalty: 4894.201660
	Iteration 124Q: 3 clusters Score -3845080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3845081.500000 Penalty: 4894.201660
	Iteration 125Q: 3 clusters Score -3845082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3845085.000000 Penalty: 4894.201660
	Iteration 126Q: 3 clusters Score -3845085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3845085.500000 Penalty: 4894.201660
	Iteration 127Q: 3 clusters Score -3845086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3845084.750000 Penalty: 4894.201660
	Iteration 128Q: 3 clusters Score -3845085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3845082.000000 Penalty: 4894.201660
	Iteration 129Q: 3 clusters Score -3845082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3845076.750000 Penalty: 4894.201660
	Iteration 130Q: 3 clusters Score -3845077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3845079.000000 Penalty: 4894.201660
	Iteration 131Q: 3 clusters Score -3845079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3845069.750000 Penalty: 4894.201660
	Iteration 132Q: 3 clusters Score -3845070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3845076.500000 Penalty: 4894.201660
	Iteration 133Q: 3 clusters Score -3845076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -3845076.500000 Penalty: 4894.201660
	Iteration 134F: 3 clusters Score -3845076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146878.625000 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146878.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -147192.296875 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147192.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -147303.437500 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147303.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -147370.906250 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -147370.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147407.656250 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147407.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -147436.093750 Penalty: 3361.712646
	Iteration 5Q: 3 clusters Score -147436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147463.328125 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147463.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -147496.218750 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -147513.187500 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -147516.046875 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -147526.890625 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -147541.312500 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -147547.156250 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -147557.750000 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147557.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147583.531250 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147612.890625 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147656.203125 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147680.312500 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -147691.437500 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -147696.984375 Penalty: 3361.712646
	Iteration 19Q: 3 clusters Score -147697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147698.406250 Penalty: 3361.712646
	Iteration 20F: 3 clusters Score -147698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -147698.671875 Penalty: 3361.712646
	Iteration 21Q: 3 clusters Score -147698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -147699.640625 Penalty: 3361.712646
	Iteration 22Q: 3 clusters Score -147699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -147700.890625 Penalty: 3361.712646
	Iteration 23Q: 3 clusters Score -147700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -147708.390625 Penalty: 3361.712646
	Iteration 24Q: 3 clusters Score -147708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147733.140625 Penalty: 3361.712646
	Iteration 25Q: 3 clusters Score -147733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -147752.421875 Penalty: 3361.712646
	Iteration 26Q: 3 clusters Score -147752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -147775.078125 Penalty: 3361.712646
	Iteration 27Q: 3 clusters Score -147775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147795.531250 Penalty: 3361.712646
	Iteration 28Q: 3 clusters Score -147795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -147807.593750 Penalty: 3361.712646
	Iteration 29Q: 3 clusters Score -147807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -147816.468750 Penalty: 3361.712646
	Iteration 30Q: 3 clusters Score -147816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147817.078125 Penalty: 3361.712646
	Iteration 31Q: 3 clusters Score -147817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -147818.000000 Penalty: 3361.712646
	Iteration 32Q: 3 clusters Score -147818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -147818.000000 Penalty: 3361.712646
	Iteration 33F: 3 clusters Score -147818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Entering Unmasked Estep 
Score: -3808827.500000 Penalty: 2461.000244
	Iteration 0F: 2 clusters Score -3808828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3795295.000000 Penalty: 4922.000488
	Iteration 0F: 3 clusters Score -3795295 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3799978.750000 Penalty: 4922.000488
	Iteration 1F: 3 clusters Score -3799979 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3800364.500000 Penalty: 4922.000488
	Iteration 2F: 3 clusters Score -3800364 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3800674.250000 Penalty: 4922.000488
	Iteration 3Q: 3 clusters Score -3800674 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3800965.500000 Penalty: 4922.000488
	Iteration 4Q: 3 clusters Score -3800966 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3801285.750000 Penalty: 4922.000488
	Iteration 5Q: 3 clusters Score -3801286 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3801658.000000 Penalty: 4922.000488
	Iteration 6Q: 3 clusters Score -3801658 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3802222.000000 Penalty: 4922.000488
	Iteration 7Q: 3 clusters Score -3802222 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3802987.250000 Penalty: 4922.000488
	Iteration 8F: 3 clusters Score -3802987 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3803926.250000 Penalty: 4922.000488
	Iteration 9F: 3 clusters Score -3803926 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3804966.750000 Penalty: 4922.000488
	Iteration 10F: 3 clusters Score -3804967 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3805775.500000 Penalty: 4922.000488
	Iteration 11Q: 3 clusters Score -3805776 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3806301.000000 Penalty: 4922.000488
	Iteration 12Q: 3 clusters Score -3806301 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3806577.750000 Penalty: 4922.000488
	Iteration 13Q: 3 clusters Score -3806578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3806688.000000 Penalty: 4922.000488
	Iteration 14Q: 3 clusters Score -3806688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3806743.750000 Penalty: 4922.000488
	Iteration 15Q: 3 clusters Score -3806744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3806785.250000 Penalty: 4922.000488
	Iteration 16Q: 3 clusters Score -3806785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3806819.000000 Penalty: 4922.000488
	Iteration 17Q: 3 clusters Score -3806819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3806843.750000 Penalty: 4922.000488
	Iteration 18Q: 3 clusters Score -3806844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3806851.500000 Penalty: 4922.000488
	Iteration 19Q: 3 clusters Score -3806852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3806865.250000 Penalty: 4922.000488
	Iteration 20F: 3 clusters Score -3806865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3806869.750000 Penalty: 4922.000488
	Iteration 21Q: 3 clusters Score -3806870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3806876.750000 Penalty: 4922.000488
	Iteration 22Q: 3 clusters Score -3806877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3806879.250000 Penalty: 4922.000488
	Iteration 23Q: 3 clusters Score -3806879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3806883.750000 Penalty: 4922.000488
	Iteration 24Q: 3 clusters Score -3806884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3806884.000000 Penalty: 4922.000488
	Iteration 25Q: 3 clusters Score -3806884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3806884.000000 Penalty: 4922.000488
	Iteration 26F: 3 clusters Score -3806884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Entering Unmasked Estep 
Score: -1887166.375000 Penalty: 2271.834961
	Iteration 0F: 2 clusters Score -1887166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1879813.750000 Penalty: 4543.669922
	Iteration 0F: 3 clusters Score -1879814 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1881899.750000 Penalty: 4543.669922
	Iteration 1F: 3 clusters Score -1881900 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1882177.000000 Penalty: 4543.669922
	Iteration 2F: 3 clusters Score -1882177 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1882375.375000 Penalty: 4543.669922
	Iteration 3Q: 3 clusters Score -1882375 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1882541.625000 Penalty: 4543.669922
	Iteration 4Q: 3 clusters Score -1882542 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1882701.250000 Penalty: 4543.669922
	Iteration 5Q: 3 clusters Score -1882701 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1882868.250000 Penalty: 4543.669922
	Iteration 6Q: 3 clusters Score -1882868 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1883051.375000 Penalty: 4543.669922
	Iteration 7Q: 3 clusters Score -1883051 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1883263.125000 Penalty: 4543.669922
	Iteration 8Q: 3 clusters Score -1883263 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1883520.375000 Penalty: 4543.669922
	Iteration 9Q: 3 clusters Score -1883520 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1883843.250000 Penalty: 4543.669922
	Iteration 10Q: 3 clusters Score -1883843 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1884145.500000 Penalty: 4543.669922
	Iteration 11Q: 3 clusters Score -1884146 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1884425.500000 Penalty: 4543.669922
	Iteration 12Q: 3 clusters Score -1884426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1884633.250000 Penalty: 4543.669922
	Iteration 13Q: 3 clusters Score -1884633 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1884780.750000 Penalty: 4543.669922
	Iteration 14Q: 3 clusters Score -1884781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1884896.375000 Penalty: 4543.669922
	Iteration 15Q: 3 clusters Score -1884896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1884986.625000 Penalty: 4543.669922
	Iteration 16Q: 3 clusters Score -1884987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1885039.000000 Penalty: 4543.669922
	Iteration 17Q: 3 clusters Score -1885039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1885072.500000 Penalty: 4543.669922
	Iteration 18Q: 3 clusters Score -1885072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1885088.625000 Penalty: 4543.669922
	Iteration 19Q: 3 clusters Score -1885089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1885107.625000 Penalty: 4543.669922
	Iteration 20F: 3 clusters Score -1885108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1885124.750000 Penalty: 4543.669922
	Iteration 21Q: 3 clusters Score -1885125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1885140.875000 Penalty: 4543.669922
	Iteration 22Q: 3 clusters Score -1885141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1885161.250000 Penalty: 4543.669922
	Iteration 23Q: 3 clusters Score -1885161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1885177.000000 Penalty: 4543.669922
	Iteration 24Q: 3 clusters Score -1885177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1885186.375000 Penalty: 4543.669922
	Iteration 25Q: 3 clusters Score -1885186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1885201.625000 Penalty: 4543.669922
	Iteration 26Q: 3 clusters Score -1885202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1885210.250000 Penalty: 4543.669922
	Iteration 27Q: 3 clusters Score -1885210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1885212.000000 Penalty: 4543.669922
	Iteration 28Q: 3 clusters Score -1885212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1885213.250000 Penalty: 4543.669922
	Iteration 29Q: 3 clusters Score -1885213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1885219.250000 Penalty: 4543.669922
	Iteration 30Q: 3 clusters Score -1885219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1885219.250000 Penalty: 4543.669922
	Iteration 31F: 3 clusters Score -1885219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Entering Unmasked Estep 
Score: -4065254.250000 Penalty: 2474.806641
	Iteration 0F: 2 clusters Score -4065254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4051338.750000 Penalty: 4949.613281
	Iteration 0F: 3 clusters Score -4051339 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4056351.750000 Penalty: 4949.613281
	Iteration 1F: 3 clusters Score -4056352 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4056771.000000 Penalty: 4949.613281
	Iteration 2F: 3 clusters Score -4056771 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4057105.500000 Penalty: 4949.613281
	Iteration 3Q: 3 clusters Score -4057106 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4057387.000000 Penalty: 4949.613281
	Iteration 4Q: 3 clusters Score -4057387 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4057693.000000 Penalty: 4949.613281
	Iteration 5Q: 3 clusters Score -4057693 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4058070.000000 Penalty: 4949.613281
	Iteration 6Q: 3 clusters Score -4058070 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4058524.750000 Penalty: 4949.613281
	Iteration 7Q: 3 clusters Score -4058525 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4059113.500000 Penalty: 4949.613281
	Iteration 8Q: 3 clusters Score -4059114 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4059854.250000 Penalty: 4949.613281
	Iteration 9Q: 3 clusters Score -4059854 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4060742.750000 Penalty: 4949.613281
	Iteration 10F: 3 clusters Score -4060743 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4061593.250000 Penalty: 4949.613281
	Iteration 11F: 3 clusters Score -4061593 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -4062072.250000 Penalty: 4949.613281
	Iteration 12Q: 3 clusters Score -4062072 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4062398.750000 Penalty: 4949.613281
	Iteration 13Q: 3 clusters Score -4062399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4062649.000000 Penalty: 4949.613281
	Iteration 14Q: 3 clusters Score -4062649 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4062800.250000 Penalty: 4949.613281
	Iteration 15Q: 3 clusters Score -4062800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4062929.000000 Penalty: 4949.613281
	Iteration 16Q: 3 clusters Score -4062929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4063004.750000 Penalty: 4949.613281
	Iteration 17Q: 3 clusters Score -4063005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4063070.000000 Penalty: 4949.613281
	Iteration 18Q: 3 clusters Score -4063070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4063113.000000 Penalty: 4949.613281
	Iteration 19Q: 3 clusters Score -4063113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4063150.250000 Penalty: 4949.613281
	Iteration 20F: 3 clusters Score -4063150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4063179.250000 Penalty: 4949.613281
	Iteration 21Q: 3 clusters Score -4063179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4063192.250000 Penalty: 4949.613281
	Iteration 22Q: 3 clusters Score -4063192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4063213.500000 Penalty: 4949.613281
	Iteration 23Q: 3 clusters Score -4063214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4063228.750000 Penalty: 4949.613281
	Iteration 24Q: 3 clusters Score -4063229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4063236.250000 Penalty: 4949.613281
	Iteration 25Q: 3 clusters Score -4063236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4063240.000000 Penalty: 4949.613281
	Iteration 26Q: 3 clusters Score -4063240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4063247.500000 Penalty: 4949.613281
	Iteration 27Q: 3 clusters Score -4063248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4063250.750000 Penalty: 4949.613281
	Iteration 28Q: 3 clusters Score -4063251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4063254.500000 Penalty: 4949.613281
	Iteration 29Q: 3 clusters Score -4063254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4063258.250000 Penalty: 4949.613281
	Iteration 30Q: 3 clusters Score -4063258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4063270.250000 Penalty: 4949.613281
	Iteration 31Q: 3 clusters Score -4063270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4063266.500000 Penalty: 4949.613281
	Iteration 32Q: 3 clusters Score -4063266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4063280.500000 Penalty: 4949.613281
	Iteration 33Q: 3 clusters Score -4063280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4063281.500000 Penalty: 4949.613281
	Iteration 34Q: 3 clusters Score -4063282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4063289.750000 Penalty: 4949.613281
	Iteration 35Q: 3 clusters Score -4063290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4063291.750000 Penalty: 4949.613281
	Iteration 36Q: 3 clusters Score -4063292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4063290.500000 Penalty: 4949.613281
	Iteration 37Q: 3 clusters Score -4063290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4063291.500000 Penalty: 4949.613281
	Iteration 38Q: 3 clusters Score -4063292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4063295.750000 Penalty: 4949.613281
	Iteration 39Q: 3 clusters Score -4063296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4063297.500000 Penalty: 4949.613281
	Iteration 40F: 3 clusters Score -4063298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4063297.500000 Penalty: 4949.613281
	Iteration 41Q: 3 clusters Score -4063298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4063298.250000 Penalty: 4949.613281
	Iteration 42Q: 3 clusters Score -4063298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4063301.250000 Penalty: 4949.613281
	Iteration 43Q: 3 clusters Score -4063301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4063307.750000 Penalty: 4949.613281
	Iteration 44Q: 3 clusters Score -4063308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4063309.250000 Penalty: 4949.613281
	Iteration 45Q: 3 clusters Score -4063309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4063312.250000 Penalty: 4949.613281
	Iteration 46Q: 3 clusters Score -4063312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4063311.000000 Penalty: 4949.613281
	Iteration 47Q: 3 clusters Score -4063311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4063314.000000 Penalty: 4949.613281
	Iteration 48Q: 3 clusters Score -4063314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4063317.250000 Penalty: 4949.613281
	Iteration 49Q: 3 clusters Score -4063317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4063317.000000 Penalty: 4949.613281
	Iteration 50Q: 3 clusters Score -4063317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4063319.250000 Penalty: 4949.613281
	Iteration 51Q: 3 clusters Score -4063319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4063320.000000 Penalty: 4949.613281
	Iteration 52Q: 3 clusters Score -4063320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4063323.750000 Penalty: 4949.613281
	Iteration 53Q: 3 clusters Score -4063324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4063324.000000 Penalty: 4949.613281
	Iteration 54Q: 3 clusters Score -4063324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4063325.250000 Penalty: 4949.613281
	Iteration 55Q: 3 clusters Score -4063325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4063326.250000 Penalty: 4949.613281
	Iteration 56Q: 3 clusters Score -4063326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4063323.250000 Penalty: 4949.613281
	Iteration 57Q: 3 clusters Score -4063323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4063324.750000 Penalty: 4949.613281
	Iteration 58Q: 3 clusters Score -4063325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4063329.500000 Penalty: 4949.613281
	Iteration 59Q: 3 clusters Score -4063330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4063329.250000 Penalty: 4949.613281
	Iteration 60F: 3 clusters Score -4063329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4063330.250000 Penalty: 4949.613281
	Iteration 61Q: 3 clusters Score -4063330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4063327.750000 Penalty: 4949.613281
	Iteration 62Q: 3 clusters Score -4063328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4063335.000000 Penalty: 4949.613281
	Iteration 63Q: 3 clusters Score -4063335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4063344.000000 Penalty: 4949.613281
	Iteration 64Q: 3 clusters Score -4063344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4063343.000000 Penalty: 4949.613281
	Iteration 65Q: 3 clusters Score -4063343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4063347.000000 Penalty: 4949.613281
	Iteration 66Q: 3 clusters Score -4063347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4063345.500000 Penalty: 4949.613281
	Iteration 67Q: 3 clusters Score -4063346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4063350.000000 Penalty: 4949.613281
	Iteration 68Q: 3 clusters Score -4063350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4063351.750000 Penalty: 4949.613281
	Iteration 69Q: 3 clusters Score -4063352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4063350.750000 Penalty: 4949.613281
	Iteration 70Q: 3 clusters Score -4063351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4063350.750000 Penalty: 4949.613281
	Iteration 71F: 3 clusters Score -4063351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Entering Unmasked Estep 
Score: -3610807.000000 Penalty: 2446.238037
	Iteration 0F: 2 clusters Score -3610807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3597574.500000 Penalty: 4892.476074
	Iteration 0F: 3 clusters Score -3597574 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3602054.750000 Penalty: 4892.476074
	Iteration 1F: 3 clusters Score -3602055 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3602424.750000 Penalty: 4892.476074
	Iteration 2F: 3 clusters Score -3602425 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3602722.000000 Penalty: 4892.476074
	Iteration 3Q: 3 clusters Score -3602722 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3602960.500000 Penalty: 4892.476074
	Iteration 4Q: 3 clusters Score -3602960 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3603182.000000 Penalty: 4892.476074
	Iteration 5Q: 3 clusters Score -3603182 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3603380.000000 Penalty: 4892.476074
	Iteration 6Q: 3 clusters Score -3603380 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3603612.250000 Penalty: 4892.476074
	Iteration 7Q: 3 clusters Score -3603612 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3603916.500000 Penalty: 4892.476074
	Iteration 8Q: 3 clusters Score -3603916 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3604358.000000 Penalty: 4892.476074
	Iteration 9Q: 3 clusters Score -3604358 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3605011.500000 Penalty: 4892.476074
	Iteration 10F: 3 clusters Score -3605012 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3605866.500000 Penalty: 4892.476074
	Iteration 11F: 3 clusters Score -3605866 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3606798.750000 Penalty: 4892.476074
	Iteration 12F: 3 clusters Score -3606799 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3607572.250000 Penalty: 4892.476074
	Iteration 13Q: 3 clusters Score -3607572 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3608062.000000 Penalty: 4892.476074
	Iteration 14Q: 3 clusters Score -3608062 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3608347.750000 Penalty: 4892.476074
	Iteration 15Q: 3 clusters Score -3608348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3608503.250000 Penalty: 4892.476074
	Iteration 16Q: 3 clusters Score -3608503 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3608588.750000 Penalty: 4892.476074
	Iteration 17Q: 3 clusters Score -3608589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3608628.500000 Penalty: 4892.476074
	Iteration 18Q: 3 clusters Score -3608628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3608647.750000 Penalty: 4892.476074
	Iteration 19Q: 3 clusters Score -3608648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3608655.000000 Penalty: 4892.476074
	Iteration 20F: 3 clusters Score -3608655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3608658.500000 Penalty: 4892.476074
	Iteration 21Q: 3 clusters Score -3608658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3608663.750000 Penalty: 4892.476074
	Iteration 22Q: 3 clusters Score -3608664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3608678.250000 Penalty: 4892.476074
	Iteration 23Q: 3 clusters Score -3608678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3608688.750000 Penalty: 4892.476074
	Iteration 24Q: 3 clusters Score -3608689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3608693.250000 Penalty: 4892.476074
	Iteration 25Q: 3 clusters Score -3608693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3608693.000000 Penalty: 4892.476074
	Iteration 26Q: 3 clusters Score -3608693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3608697.250000 Penalty: 4892.476074
	Iteration 27Q: 3 clusters Score -3608697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3608697.250000 Penalty: 4892.476074
	Iteration 28F: 3 clusters Score -3608697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (18481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Entering Unmasked Estep 
Score: -3684990.250000 Penalty: 2436.475586
	Iteration 0F: 2 clusters Score -3684990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3674129.750000 Penalty: 4872.951172
	Iteration 0F: 3 clusters Score -3674130 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3678548.500000 Penalty: 4872.951172
	Iteration 1F: 3 clusters Score -3678548 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3678918.500000 Penalty: 4872.951172
	Iteration 2F: 3 clusters Score -3678918 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3679148.000000 Penalty: 4872.951172
	Iteration 3Q: 3 clusters Score -3679148 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3679329.000000 Penalty: 4872.951172
	Iteration 4Q: 3 clusters Score -3679329 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3679476.750000 Penalty: 4872.951172
	Iteration 5Q: 3 clusters Score -3679477 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3679614.250000 Penalty: 4872.951172
	Iteration 6Q: 3 clusters Score -3679614 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3679765.000000 Penalty: 4872.951172
	Iteration 7Q: 3 clusters Score -3679765 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3679926.250000 Penalty: 4872.951172
	Iteration 8Q: 3 clusters Score -3679926 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3680098.750000 Penalty: 4872.951172
	Iteration 9Q: 3 clusters Score -3680099 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3680322.000000 Penalty: 4872.951172
	Iteration 10Q: 3 clusters Score -3680322 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3680593.750000 Penalty: 4872.951172
	Iteration 11Q: 3 clusters Score -3680594 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3680916.750000 Penalty: 4872.951172
	Iteration 12Q: 3 clusters Score -3680917 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3681277.250000 Penalty: 4872.951172
	Iteration 13Q: 3 clusters Score -3681277 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3681600.750000 Penalty: 4872.951172
	Iteration 14Q: 3 clusters Score -3681601 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3681845.000000 Penalty: 4872.951172
	Iteration 15Q: 3 clusters Score -3681845 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3682044.250000 Penalty: 4872.951172
	Iteration 16Q: 3 clusters Score -3682044 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3682199.000000 Penalty: 4872.951172
	Iteration 17Q: 3 clusters Score -3682199 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -3682310.250000 Penalty: 4872.951172
	Iteration 18Q: 3 clusters Score -3682310 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3682395.000000 Penalty: 4872.951172
	Iteration 19Q: 3 clusters Score -3682395 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3682455.250000 Penalty: 4872.951172
	Iteration 20F: 3 clusters Score -3682455 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3682520.750000 Penalty: 4872.951172
	Iteration 21Q: 3 clusters Score -3682521 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3682540.000000 Penalty: 4872.951172
	Iteration 22Q: 3 clusters Score -3682540 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3682588.000000 Penalty: 4872.951172
	Iteration 23Q: 3 clusters Score -3682588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3682610.750000 Penalty: 4872.951172
	Iteration 24Q: 3 clusters Score -3682611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3682642.500000 Penalty: 4872.951172
	Iteration 25Q: 3 clusters Score -3682642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3682674.750000 Penalty: 4872.951172
	Iteration 26Q: 3 clusters Score -3682675 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3682704.500000 Penalty: 4872.951172
	Iteration 27Q: 3 clusters Score -3682704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3682738.250000 Penalty: 4872.951172
	Iteration 28Q: 3 clusters Score -3682738 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3682769.750000 Penalty: 4872.951172
	Iteration 29Q: 3 clusters Score -3682770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3682803.250000 Penalty: 4872.951172
	Iteration 30Q: 3 clusters Score -3682803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3682809.000000 Penalty: 4872.951172
	Iteration 31Q: 3 clusters Score -3682809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3682831.000000 Penalty: 4872.951172
	Iteration 32Q: 3 clusters Score -3682831 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3682854.500000 Penalty: 4872.951172
	Iteration 33Q: 3 clusters Score -3682854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3682889.250000 Penalty: 4872.951172
	Iteration 34Q: 3 clusters Score -3682889 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3682919.750000 Penalty: 4872.951172
	Iteration 35Q: 3 clusters Score -3682920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3682948.250000 Penalty: 4872.951172
	Iteration 36Q: 3 clusters Score -3682948 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3683011.250000 Penalty: 4872.951172
	Iteration 37Q: 3 clusters Score -3683011 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3683041.500000 Penalty: 4872.951172
	Iteration 38Q: 3 clusters Score -3683042 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3683060.250000 Penalty: 4872.951172
	Iteration 39Q: 3 clusters Score -3683060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3683083.000000 Penalty: 4872.951172
	Iteration 40F: 3 clusters Score -3683083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3683098.750000 Penalty: 4872.951172
	Iteration 41Q: 3 clusters Score -3683099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3683124.750000 Penalty: 4872.951172
	Iteration 42Q: 3 clusters Score -3683125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3683137.500000 Penalty: 4872.951172
	Iteration 43Q: 3 clusters Score -3683138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3683127.500000 Penalty: 4872.951172
	Iteration 44Q: 3 clusters Score -3683128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3683139.250000 Penalty: 4872.951172
	Iteration 45Q: 3 clusters Score -3683139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3683142.250000 Penalty: 4872.951172
	Iteration 46Q: 3 clusters Score -3683142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3683143.250000 Penalty: 4872.951172
	Iteration 47Q: 3 clusters Score -3683143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3683147.250000 Penalty: 4872.951172
	Iteration 48Q: 3 clusters Score -3683147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3683161.250000 Penalty: 4872.951172
	Iteration 49Q: 3 clusters Score -3683161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3683164.000000 Penalty: 4872.951172
	Iteration 50Q: 3 clusters Score -3683164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3683167.250000 Penalty: 4872.951172
	Iteration 51Q: 3 clusters Score -3683167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3683167.000000 Penalty: 4872.951172
	Iteration 52Q: 3 clusters Score -3683167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3683164.750000 Penalty: 4872.951172
	Iteration 53Q: 3 clusters Score -3683165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3683165.500000 Penalty: 4872.951172
	Iteration 54Q: 3 clusters Score -3683166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3683173.000000 Penalty: 4872.951172
	Iteration 55Q: 3 clusters Score -3683173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3683170.750000 Penalty: 4872.951172
	Iteration 56Q: 3 clusters Score -3683171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3683174.750000 Penalty: 4872.951172
	Iteration 57Q: 3 clusters Score -3683175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3683178.500000 Penalty: 4872.951172
	Iteration 58Q: 3 clusters Score -3683178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3683185.000000 Penalty: 4872.951172
	Iteration 59Q: 3 clusters Score -3683185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3683192.750000 Penalty: 4872.951172
	Iteration 60F: 3 clusters Score -3683193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3683209.500000 Penalty: 4872.951172
	Iteration 61Q: 3 clusters Score -3683210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3683212.750000 Penalty: 4872.951172
	Iteration 62Q: 3 clusters Score -3683213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3683213.000000 Penalty: 4872.951172
	Iteration 63Q: 3 clusters Score -3683213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3683209.000000 Penalty: 4872.951172
	Iteration 64Q: 3 clusters Score -3683209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3683211.500000 Penalty: 4872.951172
	Iteration 65Q: 3 clusters Score -3683212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3683216.750000 Penalty: 4872.951172
	Iteration 66Q: 3 clusters Score -3683217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3683216.000000 Penalty: 4872.951172
	Iteration 67Q: 3 clusters Score -3683216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3683216.750000 Penalty: 4872.951172
	Iteration 68Q: 3 clusters Score -3683217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3683224.750000 Penalty: 4872.951172
	Iteration 69Q: 3 clusters Score -3683225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3683215.000000 Penalty: 4872.951172
	Iteration 70Q: 3 clusters Score -3683215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3683217.000000 Penalty: 4872.951172
	Iteration 71Q: 3 clusters Score -3683217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3683215.500000 Penalty: 4872.951172
	Iteration 72Q: 3 clusters Score -3683216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3683220.000000 Penalty: 4872.951172
	Iteration 73Q: 3 clusters Score -3683220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3683213.750000 Penalty: 4872.951172
	Iteration 74Q: 3 clusters Score -3683214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3683226.500000 Penalty: 4872.951172
	Iteration 75Q: 3 clusters Score -3683226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3683223.500000 Penalty: 4872.951172
	Iteration 76Q: 3 clusters Score -3683224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3683224.500000 Penalty: 4872.951172
	Iteration 77Q: 3 clusters Score -3683224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3683228.250000 Penalty: 4872.951172
	Iteration 78Q: 3 clusters Score -3683228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3683232.500000 Penalty: 4872.951172
	Iteration 79Q: 3 clusters Score -3683232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3683226.000000 Penalty: 4872.951172
	Iteration 80F: 3 clusters Score -3683226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -3683235.000000 Penalty: 4872.951172
	Iteration 81Q: 3 clusters Score -3683235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3683240.500000 Penalty: 4872.951172
	Iteration 82Q: 3 clusters Score -3683240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3683244.250000 Penalty: 4872.951172
	Iteration 83Q: 3 clusters Score -3683244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3683250.500000 Penalty: 4872.951172
	Iteration 84Q: 3 clusters Score -3683250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3683250.750000 Penalty: 4872.951172
	Iteration 85Q: 3 clusters Score -3683251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3683248.500000 Penalty: 4872.951172
	Iteration 86Q: 3 clusters Score -3683248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3683246.000000 Penalty: 4872.951172
	Iteration 87Q: 3 clusters Score -3683246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3683241.500000 Penalty: 4872.951172
	Iteration 88Q: 3 clusters Score -3683242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3683239.500000 Penalty: 4872.951172
	Iteration 89Q: 3 clusters Score -3683240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3683237.500000 Penalty: 4872.951172
	Iteration 90Q: 3 clusters Score -3683238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3683240.500000 Penalty: 4872.951172
	Iteration 91Q: 3 clusters Score -3683240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3683245.500000 Penalty: 4872.951172
	Iteration 92Q: 3 clusters Score -3683246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3683253.500000 Penalty: 4872.951172
	Iteration 93Q: 3 clusters Score -3683254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3683251.250000 Penalty: 4872.951172
	Iteration 94Q: 3 clusters Score -3683251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3683249.750000 Penalty: 4872.951172
	Iteration 95Q: 3 clusters Score -3683250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3683247.250000 Penalty: 4872.951172
	Iteration 96Q: 3 clusters Score -3683247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3683247.250000 Penalty: 4872.951172
	Iteration 97F: 3 clusters Score -3683247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -3868191.250000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -3868191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3857234.000000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -3857234 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3861654.500000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -3861654 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3861965.000000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -3861965 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3862227.000000 Penalty: 4895.614258
	Iteration 3Q: 3 clusters Score -3862227 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3862468.000000 Penalty: 4895.614258
	Iteration 4Q: 3 clusters Score -3862468 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3862701.000000 Penalty: 4895.614258
	Iteration 5Q: 3 clusters Score -3862701 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3863046.250000 Penalty: 4895.614258
	Iteration 6Q: 3 clusters Score -3863046 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3863495.250000 Penalty: 4895.614258
	Iteration 7Q: 3 clusters Score -3863495 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3863995.250000 Penalty: 4895.614258
	Iteration 8Q: 3 clusters Score -3863995 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3864504.250000 Penalty: 4895.614258
	Iteration 9Q: 3 clusters Score -3864504 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3865044.750000 Penalty: 4895.614258
	Iteration 10Q: 3 clusters Score -3865045 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3865470.000000 Penalty: 4895.614258
	Iteration 11Q: 3 clusters Score -3865470 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -3865664.000000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -3865664 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3865820.000000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -3865820 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3865886.750000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -3865887 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3865931.000000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -3865931 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3865960.500000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -3865960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3865955.500000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -3865956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3865957.250000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -3865957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3865965.250000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -3865965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3865969.000000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -3865969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3865967.000000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -3865967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3865954.750000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -3865955 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3865948.250000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -3865948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3865956.250000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -3865956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3865969.500000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -3865970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3865953.500000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -3865954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3865951.500000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -3865952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3865953.000000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -3865953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3865938.250000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -3865938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3865908.000000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -3865908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3865888.000000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -3865888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3865883.250000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -3865883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3865875.250000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -3865875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3865874.750000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -3865875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3865860.000000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -3865860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3865837.500000 Penalty: 4895.614258
	Iteration 36Q: 3 clusters Score -3865838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3865841.000000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -3865841 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3865837.000000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -3865837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3865828.000000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -3865828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3865823.750000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -3865824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3865830.250000 Penalty: 4895.614258
	Iteration 41Q: 3 clusters Score -3865830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3865850.250000 Penalty: 4895.614258
	Iteration 42Q: 3 clusters Score -3865850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3865842.000000 Penalty: 4895.614258
	Iteration 43Q: 3 clusters Score -3865842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3865840.000000 Penalty: 4895.614258
	Iteration 44Q: 3 clusters Score -3865840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3865831.500000 Penalty: 4895.614258
	Iteration 45Q: 3 clusters Score -3865832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3865840.000000 Penalty: 4895.614258
	Iteration 46Q: 3 clusters Score -3865840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3865841.250000 Penalty: 4895.614258
	Iteration 47Q: 3 clusters Score -3865841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3865833.500000 Penalty: 4895.614258
	Iteration 48Q: 3 clusters Score -3865834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3865832.500000 Penalty: 4895.614258
	Iteration 49Q: 3 clusters Score -3865832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3865827.000000 Penalty: 4895.614258
	Iteration 50Q: 3 clusters Score -3865827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3865828.500000 Penalty: 4895.614258
	Iteration 51Q: 3 clusters Score -3865828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3865817.250000 Penalty: 4895.614258
	Iteration 52Q: 3 clusters Score -3865817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3865819.000000 Penalty: 4895.614258
	Iteration 53Q: 3 clusters Score -3865819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3865815.250000 Penalty: 4895.614258
	Iteration 54Q: 3 clusters Score -3865815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3865812.750000 Penalty: 4895.614258
	Iteration 55Q: 3 clusters Score -3865813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3865786.500000 Penalty: 4895.614258
	Iteration 56Q: 3 clusters Score -3865786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3865786.250000 Penalty: 4895.614258
	Iteration 57Q: 3 clusters Score -3865786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3865779.500000 Penalty: 4895.614258
	Iteration 58Q: 3 clusters Score -3865780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3865785.000000 Penalty: 4895.614258
	Iteration 59Q: 3 clusters Score -3865785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3865764.000000 Penalty: 4895.614258
	Iteration 60F: 3 clusters Score -3865764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3865745.750000 Penalty: 4895.614258
	Iteration 61Q: 3 clusters Score -3865746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3865736.250000 Penalty: 4895.614258
	Iteration 62Q: 3 clusters Score -3865736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3865739.000000 Penalty: 4895.614258
	Iteration 63Q: 3 clusters Score -3865739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3865724.750000 Penalty: 4895.614258
	Iteration 64Q: 3 clusters Score -3865725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3865728.000000 Penalty: 4895.614258
	Iteration 65Q: 3 clusters Score -3865728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3865722.750000 Penalty: 4895.614258
	Iteration 66Q: 3 clusters Score -3865723 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3865717.750000 Penalty: 4895.614258
	Iteration 67Q: 3 clusters Score -3865718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3865709.000000 Penalty: 4895.614258
	Iteration 68Q: 3 clusters Score -3865709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3865695.500000 Penalty: 4895.614258
	Iteration 69Q: 3 clusters Score -3865696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3865702.750000 Penalty: 4895.614258
	Iteration 70Q: 3 clusters Score -3865703 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3865688.750000 Penalty: 4895.614258
	Iteration 71Q: 3 clusters Score -3865689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3865667.750000 Penalty: 4895.614258
	Iteration 72Q: 3 clusters Score -3865668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3865684.000000 Penalty: 4895.614258
	Iteration 73Q: 3 clusters Score -3865684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3865687.750000 Penalty: 4895.614258
	Iteration 74Q: 3 clusters Score -3865688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3865664.250000 Penalty: 4895.614258
	Iteration 75Q: 3 clusters Score -3865664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3865653.500000 Penalty: 4895.614258
	Iteration 76Q: 3 clusters Score -3865654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3865667.500000 Penalty: 4895.614258
	Iteration 77Q: 3 clusters Score -3865668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3865682.500000 Penalty: 4895.614258
	Iteration 78Q: 3 clusters Score -3865682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3865675.500000 Penalty: 4895.614258
	Iteration 79Q: 3 clusters Score -3865676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3865676.000000 Penalty: 4895.614258
	Iteration 80F: 3 clusters Score -3865676 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3865662.500000 Penalty: 4895.614258
	Iteration 81Q: 3 clusters Score -3865662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3865673.000000 Penalty: 4895.614258
	Iteration 82Q: 3 clusters Score -3865673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3865697.000000 Penalty: 4895.614258
	Iteration 83Q: 3 clusters Score -3865697 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3865693.750000 Penalty: 4895.614258
	Iteration 84Q: 3 clusters Score -3865694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3865697.500000 Penalty: 4895.614258
	Iteration 85Q: 3 clusters Score -3865698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3865763.750000 Penalty: 4895.614258
	Iteration 86Q: 3 clusters Score -3865764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3865763.250000 Penalty: 4895.614258
	Iteration 87Q: 3 clusters Score -3865763 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3865746.000000 Penalty: 4895.614258
	Iteration 88Q: 3 clusters Score -3865746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3865774.000000 Penalty: 4895.614258
	Iteration 89Q: 3 clusters Score -3865774 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3865771.750000 Penalty: 4895.614258
	Iteration 90Q: 3 clusters Score -3865772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3865826.000000 Penalty: 4895.614258
	Iteration 91Q: 3 clusters Score -3865826 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3865838.250000 Penalty: 4895.614258
	Iteration 92Q: 3 clusters Score -3865838 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -3865916.750000 Penalty: 4895.614258
	Iteration 93Q: 3 clusters Score -3865917 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3865969.750000 Penalty: 4895.614258
	Iteration 94Q: 3 clusters Score -3865970 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3866036.250000 Penalty: 4895.614258
	Iteration 95Q: 3 clusters Score -3866036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3866102.500000 Penalty: 4895.614258
	Iteration 96Q: 3 clusters Score -3866102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3866156.750000 Penalty: 4895.614258
	Iteration 97Q: 3 clusters Score -3866157 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3866241.500000 Penalty: 4895.614258
	Iteration 98Q: 3 clusters Score -3866242 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3866297.500000 Penalty: 4895.614258
	Iteration 99Q: 3 clusters Score -3866298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3866354.000000 Penalty: 4895.614258
	Iteration 100F: 3 clusters Score -3866354 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3866449.750000 Penalty: 4895.614258
	Iteration 101Q: 3 clusters Score -3866450 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3866555.250000 Penalty: 4895.614258
	Iteration 102Q: 3 clusters Score -3866555 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3866660.250000 Penalty: 4895.614258
	Iteration 103Q: 3 clusters Score -3866660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3866767.500000 Penalty: 4895.614258
	Iteration 104Q: 3 clusters Score -3866768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3866901.000000 Penalty: 4895.614258
	Iteration 105Q: 3 clusters Score -3866901 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3866998.000000 Penalty: 4895.614258
	Iteration 106Q: 3 clusters Score -3866998 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3867131.500000 Penalty: 4895.614258
	Iteration 107Q: 3 clusters Score -3867132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3867236.250000 Penalty: 4895.614258
	Iteration 108Q: 3 clusters Score -3867236 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3867333.000000 Penalty: 4895.614258
	Iteration 109Q: 3 clusters Score -3867333 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3867435.500000 Penalty: 4895.614258
	Iteration 110Q: 3 clusters Score -3867436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3867482.500000 Penalty: 4895.614258
	Iteration 111Q: 3 clusters Score -3867482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3867533.000000 Penalty: 4895.614258
	Iteration 112Q: 3 clusters Score -3867533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3867576.750000 Penalty: 4895.614258
	Iteration 113Q: 3 clusters Score -3867577 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3867615.250000 Penalty: 4895.614258
	Iteration 114Q: 3 clusters Score -3867615 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3867630.500000 Penalty: 4895.614258
	Iteration 115Q: 3 clusters Score -3867630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3867653.750000 Penalty: 4895.614258
	Iteration 116Q: 3 clusters Score -3867654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3867653.750000 Penalty: 4895.614258
	Iteration 117Q: 3 clusters Score -3867654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3867663.750000 Penalty: 4895.614258
	Iteration 118Q: 3 clusters Score -3867664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3867668.250000 Penalty: 4895.614258
	Iteration 119Q: 3 clusters Score -3867668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3867710.500000 Penalty: 4895.614258
	Iteration 120F: 3 clusters Score -3867710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3867751.750000 Penalty: 4895.614258
	Iteration 121Q: 3 clusters Score -3867752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3867759.750000 Penalty: 4895.614258
	Iteration 122Q: 3 clusters Score -3867760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3867771.750000 Penalty: 4895.614258
	Iteration 123Q: 3 clusters Score -3867772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3867780.750000 Penalty: 4895.614258
	Iteration 124Q: 3 clusters Score -3867781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3867795.500000 Penalty: 4895.614258
	Iteration 125Q: 3 clusters Score -3867796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3867795.500000 Penalty: 4895.614258
	Iteration 126Q: 3 clusters Score -3867796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3867803.000000 Penalty: 4895.614258
	Iteration 127Q: 3 clusters Score -3867803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -3867797.000000 Penalty: 4895.614258
	Iteration 128Q: 3 clusters Score -3867797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3867800.250000 Penalty: 4895.614258
	Iteration 129Q: 3 clusters Score -3867800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3867800.000000 Penalty: 4895.614258
	Iteration 130Q: 3 clusters Score -3867800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3867806.250000 Penalty: 4895.614258
	Iteration 131Q: 3 clusters Score -3867806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3867803.500000 Penalty: 4895.614258
	Iteration 132Q: 3 clusters Score -3867804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3867796.000000 Penalty: 4895.614258
	Iteration 133Q: 3 clusters Score -3867796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3867796.000000 Penalty: 4895.614258
	Iteration 134Q: 3 clusters Score -3867796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3867808.000000 Penalty: 4895.614258
	Iteration 135Q: 3 clusters Score -3867808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3867811.500000 Penalty: 4895.614258
	Iteration 136Q: 3 clusters Score -3867812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3867810.000000 Penalty: 4895.614258
	Iteration 137Q: 3 clusters Score -3867810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3867816.250000 Penalty: 4895.614258
	Iteration 138Q: 3 clusters Score -3867816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3867812.250000 Penalty: 4895.614258
	Iteration 139Q: 3 clusters Score -3867812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3867812.500000 Penalty: 4895.614258
	Iteration 140F: 3 clusters Score -3867812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3867805.500000 Penalty: 4895.614258
	Iteration 141Q: 3 clusters Score -3867806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3867811.250000 Penalty: 4895.614258
	Iteration 142Q: 3 clusters Score -3867811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3867811.000000 Penalty: 4895.614258
	Iteration 143Q: 3 clusters Score -3867811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3867813.000000 Penalty: 4895.614258
	Iteration 144Q: 3 clusters Score -3867813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3867811.750000 Penalty: 4895.614258
	Iteration 145Q: 3 clusters Score -3867812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -3867813.000000 Penalty: 4895.614258
	Iteration 146Q: 3 clusters Score -3867813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3867809.750000 Penalty: 4895.614258
	Iteration 147Q: 3 clusters Score -3867810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3867816.500000 Penalty: 4895.614258
	Iteration 148Q: 3 clusters Score -3867816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3867813.750000 Penalty: 4895.614258
	Iteration 149Q: 3 clusters Score -3867814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3867812.000000 Penalty: 4895.614258
	Iteration 150Q: 3 clusters Score -3867812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3867816.250000 Penalty: 4895.614258
	Iteration 151Q: 3 clusters Score -3867816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3867814.500000 Penalty: 4895.614258
	Iteration 152Q: 3 clusters Score -3867814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3867814.500000 Penalty: 4895.614258
	Iteration 153F: 3 clusters Score -3867814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44578 members 
Mstep: Class 8 contains 10469 members 
Mstep: Class 9 contains 22359 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14255 members 
Mstep: Class 13 contains 31672 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20147 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21492 members 
Mstep: Class 27 contains 20098 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20773 members 
Mstep: Class 31 contains 19290 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20402 members 
Mstep: Class 34 contains 9515 members 
Mstep: Class 35 contains 21570 members 
Mstep: Class 36 contains 19223 members 
Mstep: Class 38 contains 18481 members 
Mstep: Class 39 contains 19345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216960.000000 Penalty: 119853.843750
Iteration 439Q: 38 clusters Score -8.721696e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 20788 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 44583 members 
Mstep: Class 8 contains 10467 members 
Mstep: Class 9 contains 22365 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 31667 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20160 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18851 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 18429 members 
Mstep: Class 26 contains 21503 members 
Mstep: Class 27 contains 20104 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20766 members 
Mstep: Class 31 contains 19288 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20399 members 
Mstep: Class 34 contains 9524 members 
Mstep: Class 35 contains 21555 members 
Mstep: Class 36 contains 19218 members 
Mstep: Class 38 contains 18468 members 
Mstep: Class 39 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217024.000000 Penalty: 119853.843750
Iteration 440F: 38 clusters Score -8.721702e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44586 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 22378 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 31645 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20187 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18846 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11715 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21506 members 
Mstep: Class 27 contains 20109 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20765 members 
Mstep: Class 31 contains 19293 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20398 members 
Mstep: Class 34 contains 9531 members 
Mstep: Class 35 contains 21537 members 
Mstep: Class 36 contains 19215 members 
Mstep: Class 38 contains 18469 members 
Mstep: Class 39 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216872.000000 Penalty: 119853.843750
Iteration 441Q: 38 clusters Score -8.721687e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7321 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 44600 members 
Mstep: Class 8 contains 10461 members 
Mstep: Class 9 contains 22395 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 31636 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20209 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18848 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21518 members 
Mstep: Class 27 contains 20115 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20763 members 
Mstep: Class 31 contains 19290 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20392 members 
Mstep: Class 34 contains 9538 members 
Mstep: Class 35 contains 21493 members 
Mstep: Class 36 contains 19216 members 
Mstep: Class 38 contains 18461 members 
Mstep: Class 39 contains 19336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216752.000000 Penalty: 119853.843750
Iteration 442Q: 38 clusters Score -8.721675e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20795 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44601 members 
Mstep: Class 8 contains 10460 members 
Mstep: Class 9 contains 22409 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14254 members 
Mstep: Class 13 contains 31605 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20242 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18855 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11705 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 21526 members 
Mstep: Class 27 contains 20125 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20761 members 
Mstep: Class 31 contains 19294 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20394 members 
Mstep: Class 34 contains 9552 members 
Mstep: Class 35 contains 21477 members 
Mstep: Class 36 contains 19216 members 
Mstep: Class 38 contains 18443 members 
Mstep: Class 39 contains 19334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216880.000000 Penalty: 119853.843750
Iteration 443Q: 38 clusters Score -8.721688e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44614 members 
Mstep: Class 8 contains 10450 members 
Mstep: Class 9 contains 22419 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14252 members 
Mstep: Class 13 contains 31593 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18858 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11701 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 21532 members 
Mstep: Class 27 contains 20143 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20754 members 
Mstep: Class 31 contains 19290 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20391 members 
Mstep: Class 34 contains 9553 members 
Mstep: Class 35 contains 21451 members 
Mstep: Class 36 contains 19212 members 
Mstep: Class 38 contains 18422 members 
Mstep: Class 39 contains 19349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216936.000000 Penalty: 119853.843750
Iteration 444Q: 38 clusters Score -8.721694e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 10445 members 
Mstep: Class 9 contains 22427 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 31582 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20294 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11700 members 
Mstep: Class 25 contains 18425 members 
Mstep: Class 26 contains 21540 members 
Mstep: Class 27 contains 20152 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20754 members 
Mstep: Class 31 contains 19288 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20386 members 
Mstep: Class 34 contains 9568 members 
Mstep: Class 35 contains 21426 members 
Mstep: Class 36 contains 19202 members 
Mstep: Class 38 contains 18397 members 
Mstep: Class 39 contains 19354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87216960.000000 Penalty: 119853.843750
Iteration 445Q: 38 clusters Score -8.721696e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20800 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 10440 members 
Mstep: Class 9 contains 22434 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14234 members 
Mstep: Class 13 contains 31579 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18870 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11690 members 
Mstep: Class 25 contains 18428 members 
Mstep: Class 26 contains 21541 members 
Mstep: Class 27 contains 20159 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20751 members 
Mstep: Class 31 contains 19280 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20378 members 
Mstep: Class 34 contains 9580 members 
Mstep: Class 35 contains 21416 members 
Mstep: Class 36 contains 19193 members 
Mstep: Class 38 contains 18379 members 
Mstep: Class 39 contains 19358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217160.000000 Penalty: 119853.843750
Iteration 446Q: 38 clusters Score -8.721716e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 22444 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14229 members 
Mstep: Class 13 contains 31570 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20328 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18880 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11679 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21539 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20752 members 
Mstep: Class 31 contains 19271 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20375 members 
Mstep: Class 34 contains 9595 members 
Mstep: Class 35 contains 21401 members 
Mstep: Class 36 contains 19186 members 
Mstep: Class 38 contains 18370 members 
Mstep: Class 39 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217424.000000 Penalty: 119853.843750
Iteration 447Q: 38 clusters Score -8.721742e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 10427 members 
Mstep: Class 9 contains 22446 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14225 members 
Mstep: Class 13 contains 31567 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20352 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11669 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21540 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20740 members 
Mstep: Class 31 contains 19275 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20370 members 
Mstep: Class 34 contains 9620 members 
Mstep: Class 35 contains 21383 members 
Mstep: Class 36 contains 19187 members 
Mstep: Class 38 contains 18360 members 
Mstep: Class 39 contains 19340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217248.000000 Penalty: 119853.843750
Iteration 448Q: 38 clusters Score -8.721725e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 44626 members 
Mstep: Class 8 contains 10423 members 
Mstep: Class 9 contains 22452 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14212 members 
Mstep: Class 13 contains 31575 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20361 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11660 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21546 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20734 members 
Mstep: Class 31 contains 19277 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20367 members 
Mstep: Class 34 contains 9657 members 
Mstep: Class 35 contains 21375 members 
Mstep: Class 36 contains 19192 members 
Mstep: Class 38 contains 18334 members 
Mstep: Class 39 contains 19344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217352.000000 Penalty: 119853.843750
Iteration 449Q: 38 clusters Score -8.721735e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20801 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44630 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 22451 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14206 members 
Mstep: Class 13 contains 31595 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20367 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13249 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18918 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11647 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21547 members 
Mstep: Class 27 contains 20183 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20728 members 
Mstep: Class 31 contains 19268 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20363 members 
Mstep: Class 34 contains 9687 members 
Mstep: Class 35 contains 21356 members 
Mstep: Class 36 contains 19193 members 
Mstep: Class 38 contains 18314 members 
Mstep: Class 39 contains 19343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217488.000000 Penalty: 119853.843750
Iteration 450Q: 38 clusters Score -8.721749e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 22458 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14205 members 
Mstep: Class 13 contains 31608 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20373 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18931 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11641 members 
Mstep: Class 25 contains 18432 members 
Mstep: Class 26 contains 21547 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20727 members 
Mstep: Class 31 contains 19258 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20363 members 
Mstep: Class 34 contains 9739 members 
Mstep: Class 35 contains 21342 members 
Mstep: Class 36 contains 19186 members 
Mstep: Class 38 contains 18294 members 
Mstep: Class 39 contains 19341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217576.000000 Penalty: 119853.843750
Iteration 451Q: 38 clusters Score -8.721758e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 20793 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 44631 members 
Mstep: Class 8 contains 10414 members 
Mstep: Class 9 contains 22461 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 12 contains 14199 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20371 members 
Mstep: Class 16 contains 19146 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18934 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11633 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21548 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20722 members 
Mstep: Class 31 contains 19253 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20361 members 
Mstep: Class 34 contains 9793 members 
Mstep: Class 35 contains 21340 members 
Mstep: Class 36 contains 19177 members 
Mstep: Class 38 contains 18285 members 
Mstep: Class 39 contains 19333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217640.000000 Penalty: 119853.843750
Iteration 452Q: 38 clusters Score -8.721764e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 44628 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 9 contains 22464 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14191 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18933 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11631 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21547 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20724 members 
Mstep: Class 31 contains 19246 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20361 members 
Mstep: Class 34 contains 9831 members 
Mstep: Class 35 contains 21335 members 
Mstep: Class 36 contains 19181 members 
Mstep: Class 38 contains 18276 members 
Mstep: Class 39 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 453Q: 38 clusters Score -8.721759e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 44631 members 
Mstep: Class 8 contains 10395 members 
Mstep: Class 9 contains 22466 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14179 members 
Mstep: Class 13 contains 31621 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13208 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18940 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11631 members 
Mstep: Class 25 contains 18431 members 
Mstep: Class 26 contains 21549 members 
Mstep: Class 27 contains 20167 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20722 members 
Mstep: Class 31 contains 19239 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20361 members 
Mstep: Class 34 contains 9861 members 
Mstep: Class 35 contains 21330 members 
Mstep: Class 36 contains 19182 members 
Mstep: Class 38 contains 18270 members 
Mstep: Class 39 contains 19332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217528.000000 Penalty: 119853.843750
Iteration 454Q: 38 clusters Score -8.721753e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 22471 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14181 members 
Mstep: Class 13 contains 31622 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20390 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13202 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18945 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11623 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 21553 members 
Mstep: Class 27 contains 20168 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20722 members 
Mstep: Class 31 contains 19236 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20361 members 
Mstep: Class 34 contains 9880 members 
Mstep: Class 35 contains 21326 members 
Mstep: Class 36 contains 19185 members 
Mstep: Class 38 contains 18268 members 
Mstep: Class 39 contains 19318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217624.000000 Penalty: 119853.843750
Iteration 455Q: 38 clusters Score -8.721762e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20812 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 10367 members 
Mstep: Class 9 contains 22478 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 31620 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20391 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 13196 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18958 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11619 members 
Mstep: Class 25 contains 18421 members 
Mstep: Class 26 contains 21552 members 
Mstep: Class 27 contains 20166 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20725 members 
Mstep: Class 31 contains 19233 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20355 members 
Mstep: Class 34 contains 9899 members 
Mstep: Class 35 contains 21319 members 
Mstep: Class 36 contains 19179 members 
Mstep: Class 38 contains 18281 members 
Mstep: Class 39 contains 19315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217512.000000 Penalty: 119853.843750
Iteration 456Q: 38 clusters Score -8.721751e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44630 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 22488 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 13 contains 31625 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13196 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11616 members 
Mstep: Class 25 contains 18417 members 
Mstep: Class 26 contains 21559 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20726 members 
Mstep: Class 31 contains 19231 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20354 members 
Mstep: Class 34 contains 9928 members 
Mstep: Class 35 contains 21308 members 
Mstep: Class 36 contains 19177 members 
Mstep: Class 38 contains 18273 members 
Mstep: Class 39 contains 19300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217536.000000 Penalty: 119853.843750
Iteration 457Q: 38 clusters Score -8.721754e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20816 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 22499 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 31634 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20404 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 13206 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18969 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11609 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 21554 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20718 members 
Mstep: Class 31 contains 19230 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20354 members 
Mstep: Class 34 contains 9950 members 
Mstep: Class 35 contains 21313 members 
Mstep: Class 36 contains 19178 members 
Mstep: Class 38 contains 18247 members 
Mstep: Class 39 contains 19287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217720.000000 Penalty: 119853.843750
Iteration 458Q: 38 clusters Score -8.721772e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44631 members 
Mstep: Class 8 contains 10339 members 
Mstep: Class 9 contains 22507 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14136 members 
Mstep: Class 13 contains 31636 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20414 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11604 members 
Mstep: Class 25 contains 18418 members 
Mstep: Class 26 contains 21551 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20715 members 
Mstep: Class 31 contains 19230 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20355 members 
Mstep: Class 34 contains 9968 members 
Mstep: Class 35 contains 21315 members 
Mstep: Class 36 contains 19177 members 
Mstep: Class 38 contains 18241 members 
Mstep: Class 39 contains 19278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217552.000000 Penalty: 119853.843750
Iteration 459Q: 38 clusters Score -8.721755e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 10338 members 
Mstep: Class 9 contains 22511 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 31638 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 13182 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9540 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11607 members 
Mstep: Class 25 contains 18415 members 
Mstep: Class 26 contains 21553 members 
Mstep: Class 27 contains 20169 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20710 members 
Mstep: Class 31 contains 19225 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20357 members 
Mstep: Class 34 contains 9992 members 
Mstep: Class 35 contains 21312 members 
Mstep: Class 36 contains 19175 members 
Mstep: Class 38 contains 18237 members 
Mstep: Class 39 contains 19273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217648.000000 Penalty: 119853.843750
Iteration 460F: 38 clusters Score -8.721765e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44627 members 
Mstep: Class 8 contains 10335 members 
Mstep: Class 9 contains 22512 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14129 members 
Mstep: Class 13 contains 31629 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20443 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11602 members 
Mstep: Class 25 contains 18425 members 
Mstep: Class 26 contains 21560 members 
Mstep: Class 27 contains 20164 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20708 members 
Mstep: Class 31 contains 19231 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20360 members 
Mstep: Class 34 contains 9999 members 
Mstep: Class 35 contains 21309 members 
Mstep: Class 36 contains 19170 members 
Mstep: Class 38 contains 18246 members 
Mstep: Class 39 contains 19264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 461Q: 38 clusters Score -8.721759e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4061 members 
Mstep: Class 7 contains 44632 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 22517 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14120 members 
Mstep: Class 13 contains 31614 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20465 members 
Mstep: Class 16 contains 19132 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18977 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9548 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11597 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 21558 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20705 members 
Mstep: Class 31 contains 19225 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20358 members 
Mstep: Class 34 contains 10015 members 
Mstep: Class 35 contains 21308 members 
Mstep: Class 36 contains 19169 members 
Mstep: Class 38 contains 18237 members 
Mstep: Class 39 contains 19258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217808.000000 Penalty: 119853.843750
Iteration 462Q: 38 clusters Score -8.721781e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 22519 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14113 members 
Mstep: Class 13 contains 31593 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20494 members 
Mstep: Class 16 contains 19132 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18974 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11597 members 
Mstep: Class 25 contains 18429 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 19215 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20356 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 21309 members 
Mstep: Class 36 contains 19174 members 
Mstep: Class 38 contains 18230 members 
Mstep: Class 39 contains 19257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217864.000000 Penalty: 119853.843750
Iteration 463Q: 38 clusters Score -8.721786e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44629 members 
Mstep: Class 8 contains 10327 members 
Mstep: Class 9 contains 22524 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14105 members 
Mstep: Class 13 contains 31592 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20510 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18981 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21557 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20695 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20358 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 21307 members 
Mstep: Class 36 contains 19163 members 
Mstep: Class 38 contains 18225 members 
Mstep: Class 39 contains 19259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217880.000000 Penalty: 119853.843750
Iteration 464Q: 38 clusters Score -8.721788e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20826 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44628 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 22535 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14100 members 
Mstep: Class 13 contains 31578 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20527 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9550 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21556 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20690 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20354 members 
Mstep: Class 34 contains 10019 members 
Mstep: Class 35 contains 21306 members 
Mstep: Class 36 contains 19157 members 
Mstep: Class 38 contains 18234 members 
Mstep: Class 39 contains 19258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87218048.000000 Penalty: 119853.843750
Iteration 465Q: 38 clusters Score -8.721805e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44622 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 22539 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 31577 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20537 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18985 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 18443 members 
Mstep: Class 26 contains 21566 members 
Mstep: Class 27 contains 20179 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20691 members 
Mstep: Class 31 contains 19215 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20350 members 
Mstep: Class 34 contains 10021 members 
Mstep: Class 35 contains 21303 members 
Mstep: Class 36 contains 19154 members 
Mstep: Class 38 contains 18240 members 
Mstep: Class 39 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217944.000000 Penalty: 119853.843750
Iteration 466Q: 38 clusters Score -8.721794e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 20826 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 44620 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 22548 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14088 members 
Mstep: Class 13 contains 31565 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20547 members 
Mstep: Class 16 contains 19124 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18987 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 21575 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20684 members 
Mstep: Class 31 contains 19207 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 10037 members 
Mstep: Class 35 contains 21296 members 
Mstep: Class 36 contains 19153 members 
Mstep: Class 38 contains 18242 members 
Mstep: Class 39 contains 19263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217952.000000 Penalty: 119853.843750
Iteration 467Q: 38 clusters Score -8.721795e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 44615 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 22551 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 31554 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 19120 members 
Mstep: Class 17 contains 13179 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4957 members 
Mstep: Class 24 contains 11542 members 
Mstep: Class 25 contains 18454 members 
Mstep: Class 26 contains 21587 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 19209 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20345 members 
Mstep: Class 34 contains 10053 members 
Mstep: Class 35 contains 21299 members 
Mstep: Class 36 contains 19158 members 
Mstep: Class 38 contains 18231 members 
Mstep: Class 39 contains 19265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217816.000000 Penalty: 119853.843750
Iteration 468Q: 38 clusters Score -8.721782e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 44613 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 22554 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14083 members 
Mstep: Class 13 contains 31544 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20563 members 
Mstep: Class 16 contains 19123 members 
Mstep: Class 17 contains 13198 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18987 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9565 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11539 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 21584 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20680 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20343 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 21305 members 
Mstep: Class 36 contains 19161 members 
Mstep: Class 38 contains 18213 members 
Mstep: Class 39 contains 19264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217848.000000 Penalty: 119853.843750
Iteration 469Q: 38 clusters Score -8.721785e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44608 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 22566 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14078 members 
Mstep: Class 13 contains 31524 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20577 members 
Mstep: Class 16 contains 19126 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18988 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11535 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 20181 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20676 members 
Mstep: Class 31 contains 19223 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20340 members 
Mstep: Class 34 contains 10051 members 
Mstep: Class 35 contains 21299 members 
Mstep: Class 36 contains 19163 members 
Mstep: Class 38 contains 18207 members 
Mstep: Class 39 contains 19254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217776.000000 Penalty: 119853.843750
Iteration 470Q: 38 clusters Score -8.721778e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20812 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44608 members 
Mstep: Class 8 contains 10324 members 
Mstep: Class 9 contains 22573 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14081 members 
Mstep: Class 13 contains 31509 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20592 members 
Mstep: Class 16 contains 19126 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18989 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9566 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11534 members 
Mstep: Class 25 contains 18433 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 20180 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 19223 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20339 members 
Mstep: Class 34 contains 10053 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 19169 members 
Mstep: Class 38 contains 18201 members 
Mstep: Class 39 contains 19255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217672.000000 Penalty: 119853.843750
Iteration 471Q: 38 clusters Score -8.721767e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7326 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14085 members 
Mstep: Class 13 contains 31500 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20602 members 
Mstep: Class 16 contains 19130 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11533 members 
Mstep: Class 25 contains 18430 members 
Mstep: Class 26 contains 21594 members 
Mstep: Class 27 contains 20177 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20678 members 
Mstep: Class 31 contains 19216 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20336 members 
Mstep: Class 34 contains 10066 members 
Mstep: Class 35 contains 21290 members 
Mstep: Class 36 contains 19169 members 
Mstep: Class 38 contains 18202 members 
Mstep: Class 39 contains 19252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217688.000000 Penalty: 119853.843750
Iteration 472Q: 38 clusters Score -8.721769e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44613 members 
Mstep: Class 8 contains 10326 members 
Mstep: Class 9 contains 22589 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 31493 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20620 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11530 members 
Mstep: Class 25 contains 18429 members 
Mstep: Class 26 contains 21593 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20676 members 
Mstep: Class 31 contains 19212 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 10067 members 
Mstep: Class 35 contains 21285 members 
Mstep: Class 36 contains 19163 members 
Mstep: Class 38 contains 18202 members 
Mstep: Class 39 contains 19254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217784.000000 Penalty: 119853.843750
Iteration 473Q: 38 clusters Score -8.721778e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44621 members 
Mstep: Class 8 contains 10327 members 
Mstep: Class 9 contains 22594 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14085 members 
Mstep: Class 13 contains 31479 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20642 members 
Mstep: Class 16 contains 19127 members 
Mstep: Class 17 contains 13243 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18981 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11527 members 
Mstep: Class 25 contains 18434 members 
Mstep: Class 26 contains 21592 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20669 members 
Mstep: Class 31 contains 19209 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20332 members 
Mstep: Class 34 contains 10073 members 
Mstep: Class 35 contains 21279 members 
Mstep: Class 36 contains 19153 members 
Mstep: Class 38 contains 18198 members 
Mstep: Class 39 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217688.000000 Penalty: 119853.843750
Iteration 474Q: 38 clusters Score -8.721769e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 44628 members 
Mstep: Class 8 contains 10322 members 
Mstep: Class 9 contains 22601 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14082 members 
Mstep: Class 13 contains 31471 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20660 members 
Mstep: Class 16 contains 19127 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18977 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11524 members 
Mstep: Class 25 contains 18436 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20663 members 
Mstep: Class 31 contains 19211 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 10081 members 
Mstep: Class 35 contains 21269 members 
Mstep: Class 36 contains 19151 members 
Mstep: Class 38 contains 18197 members 
Mstep: Class 39 contains 19251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217728.000000 Penalty: 119853.843750
Iteration 475Q: 38 clusters Score -8.721773e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20813 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 22604 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14076 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20672 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9540 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11522 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20664 members 
Mstep: Class 31 contains 19214 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20328 members 
Mstep: Class 34 contains 10092 members 
Mstep: Class 35 contains 21259 members 
Mstep: Class 36 contains 19149 members 
Mstep: Class 38 contains 18193 members 
Mstep: Class 39 contains 19248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217824.000000 Penalty: 119853.843750
Iteration 476Q: 38 clusters Score -8.721782e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44639 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 22603 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14067 members 
Mstep: Class 13 contains 31452 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20688 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11521 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21599 members 
Mstep: Class 27 contains 20176 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20668 members 
Mstep: Class 31 contains 19209 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20325 members 
Mstep: Class 34 contains 10099 members 
Mstep: Class 35 contains 21254 members 
Mstep: Class 36 contains 19145 members 
Mstep: Class 38 contains 18199 members 
Mstep: Class 39 contains 19245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217744.000000 Penalty: 119853.843750
Iteration 477Q: 38 clusters Score -8.721774e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44635 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 22600 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14057 members 
Mstep: Class 13 contains 31454 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 19141 members 
Mstep: Class 17 contains 13232 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11519 members 
Mstep: Class 25 contains 18445 members 
Mstep: Class 26 contains 21603 members 
Mstep: Class 27 contains 20180 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20669 members 
Mstep: Class 31 contains 19203 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20322 members 
Mstep: Class 34 contains 10111 members 
Mstep: Class 35 contains 21251 members 
Mstep: Class 36 contains 19143 members 
Mstep: Class 38 contains 18203 members 
Mstep: Class 39 contains 19237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 478Q: 38 clusters Score -8.721759e+07 nChanged 240
Entering ConstructFrom: 
Score: -87217592.000000 Penalty: 119853.843750
Entering ConstructFrom: 
Trying to split cluster 1 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -203951.046875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -203951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201894.156250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -201894.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202232.468750 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -202232.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202411.781250 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -202411.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -202541.953125 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -202542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -202656.000000 Penalty: 3506.657715
	Iteration 4F: 3 clusters Score -202656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202736.671875 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -202736.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -202795.015625 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -202795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -202835.921875 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -202835.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -202872.421875 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -202872.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202896.109375 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -202896.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202914.203125 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -202914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -202935.484375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -202935.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202959.875000 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -202959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -202996.984375 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -202997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203046.781250 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -203046.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -203114.187500 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -203114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203230.906250 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -203230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -203336.625000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -203336.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -203431.406250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -203431.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203510.062500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -203510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -203547.156250 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -203547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -203576.578125 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -203576.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203606.734375 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -203606.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203628.140625 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -203628.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -203667.843750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -203667.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -203724.250000 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -203724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203745.500000 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -203745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -203763.406250 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -203763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203775.421875 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -203775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203779.296875 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -203779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203783.359375 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -203783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -203790.687500 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -203790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -203800.296875 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -203800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -203801.734375 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -203801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -203801.734375 Penalty: 3506.657715
	Iteration 34F: 3 clusters Score -203801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -28864.310547 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -28864.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27807.320312 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -27807.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27858.753906 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -27858.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27879.775391 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -27879.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27902.425781 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -27902.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27906.416016 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -27906.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27906.416016 Penalty: 2578.454346
	Iteration 5F: 3 clusters Score -27906.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -58606.003906 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -58606 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 207 members 
Entering Unmasked Estep 
Score: -57346.804688 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -57346.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57771.457031 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -57771.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57918.515625 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -57918.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57980.304688 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -57980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58018.011719 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -58018.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58044.628906 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -58044.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58140.109375 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -58140.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58193.503906 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -58193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58241.085938 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -58241.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58259.496094 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -58259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58356.718750 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -58356.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58396.031250 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -58396.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58417.601562 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -58417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58429.878906 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -58429.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58440.406250 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -58440.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58451.906250 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -58451.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58454.101562 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -58454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58454.101562 Penalty: 2997.145996
	Iteration 17F: 3 clusters Score -58454.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -1328179.125000 Penalty: 2207.065674
	Iteration 0F: 2 clusters Score -1328179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1322141.875000 Penalty: 4414.131348
	Iteration 0F: 3 clusters Score -1322142 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1323834.500000 Penalty: 4414.131348
	Iteration 1F: 3 clusters Score -1323834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1324305.000000 Penalty: 4414.131348
	Iteration 2F: 3 clusters Score -1324305 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1324703.625000 Penalty: 4414.131348
	Iteration 3F: 3 clusters Score -1324704 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1325058.500000 Penalty: 4414.131348
	Iteration 4F: 3 clusters Score -1325058 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1325290.625000 Penalty: 4414.131348
	Iteration 5Q: 3 clusters Score -1325291 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1325455.500000 Penalty: 4414.131348
	Iteration 6Q: 3 clusters Score -1325456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1325579.500000 Penalty: 4414.131348
	Iteration 7Q: 3 clusters Score -1325580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1325706.875000 Penalty: 4414.131348
	Iteration 8Q: 3 clusters Score -1325707 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1325838.875000 Penalty: 4414.131348
	Iteration 9Q: 3 clusters Score -1325839 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1325974.875000 Penalty: 4414.131348
	Iteration 10Q: 3 clusters Score -1325975 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1326098.500000 Penalty: 4414.131348
	Iteration 11Q: 3 clusters Score -1326098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1326218.875000 Penalty: 4414.131348
	Iteration 12Q: 3 clusters Score -1326219 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1326352.125000 Penalty: 4414.131348
	Iteration 13Q: 3 clusters Score -1326352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1326478.875000 Penalty: 4414.131348
	Iteration 14Q: 3 clusters Score -1326479 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1326612.750000 Penalty: 4414.131348
	Iteration 15Q: 3 clusters Score -1326613 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1326756.250000 Penalty: 4414.131348
	Iteration 16Q: 3 clusters Score -1326756 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1326920.250000 Penalty: 4414.131348
	Iteration 17Q: 3 clusters Score -1326920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1327086.125000 Penalty: 4414.131348
	Iteration 18Q: 3 clusters Score -1327086 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1327265.000000 Penalty: 4414.131348
	Iteration 19Q: 3 clusters Score -1327265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1327390.875000 Penalty: 4414.131348
	Iteration 20F: 3 clusters Score -1327391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1327471.375000 Penalty: 4414.131348
	Iteration 21Q: 3 clusters Score -1327471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1327503.000000 Penalty: 4414.131348
	Iteration 22Q: 3 clusters Score -1327503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1327520.625000 Penalty: 4414.131348
	Iteration 23Q: 3 clusters Score -1327521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1327530.250000 Penalty: 4414.131348
	Iteration 24Q: 3 clusters Score -1327530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1327541.500000 Penalty: 4414.131348
	Iteration 25Q: 3 clusters Score -1327542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1327543.500000 Penalty: 4414.131348
	Iteration 26Q: 3 clusters Score -1327544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1327546.750000 Penalty: 4414.131348
	Iteration 27Q: 3 clusters Score -1327547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1327550.375000 Penalty: 4414.131348
	Iteration 28Q: 3 clusters Score -1327550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1327549.625000 Penalty: 4414.131348
	Iteration 29Q: 3 clusters Score -1327550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1327553.250000 Penalty: 4414.131348
	Iteration 30Q: 3 clusters Score -1327553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1327556.125000 Penalty: 4414.131348
	Iteration 31Q: 3 clusters Score -1327556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1327556.500000 Penalty: 4414.131348
	Iteration 32Q: 3 clusters Score -1327556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1327556.500000 Penalty: 4414.131348
	Iteration 33F: 3 clusters Score -1327556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Entering Unmasked Estep 
Score: -3897643.250000 Penalty: 2465.922852
	Iteration 0F: 2 clusters Score -3897643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3883783.750000 Penalty: 4931.845703
	Iteration 0F: 3 clusters Score -3883784 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3888534.000000 Penalty: 4931.845703
	Iteration 1F: 3 clusters Score -3888534 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3888853.750000 Penalty: 4931.845703
	Iteration 2Q: 3 clusters Score -3888854 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -3889087.250000 Penalty: 4931.845703
	Iteration 3Q: 3 clusters Score -3889087 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3889286.250000 Penalty: 4931.845703
	Iteration 4Q: 3 clusters Score -3889286 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3889436.500000 Penalty: 4931.845703
	Iteration 5Q: 3 clusters Score -3889436 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3889575.750000 Penalty: 4931.845703
	Iteration 6Q: 3 clusters Score -3889576 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3889698.500000 Penalty: 4931.845703
	Iteration 7Q: 3 clusters Score -3889698 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3889864.750000 Penalty: 4931.845703
	Iteration 8Q: 3 clusters Score -3889865 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3890052.500000 Penalty: 4931.845703
	Iteration 9Q: 3 clusters Score -3890052 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3890319.250000 Penalty: 4931.845703
	Iteration 10Q: 3 clusters Score -3890319 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3890653.750000 Penalty: 4931.845703
	Iteration 11Q: 3 clusters Score -3890654 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3891122.250000 Penalty: 4931.845703
	Iteration 12Q: 3 clusters Score -3891122 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3891776.000000 Penalty: 4931.845703
	Iteration 13F: 3 clusters Score -3891776 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3892535.750000 Penalty: 4931.845703
	Iteration 14F: 3 clusters Score -3892536 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3893467.750000 Penalty: 4931.845703
	Iteration 15F: 3 clusters Score -3893468 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3894334.500000 Penalty: 4931.845703
	Iteration 16Q: 3 clusters Score -3894334 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3894865.500000 Penalty: 4931.845703
	Iteration 17Q: 3 clusters Score -3894866 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3895187.750000 Penalty: 4931.845703
	Iteration 18Q: 3 clusters Score -3895188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3895320.250000 Penalty: 4931.845703
	Iteration 19Q: 3 clusters Score -3895320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3895441.750000 Penalty: 4931.845703
	Iteration 20F: 3 clusters Score -3895442 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3895517.250000 Penalty: 4931.845703
	Iteration 21Q: 3 clusters Score -3895517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3895576.000000 Penalty: 4931.845703
	Iteration 22Q: 3 clusters Score -3895576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3895610.500000 Penalty: 4931.845703
	Iteration 23Q: 3 clusters Score -3895610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3895628.500000 Penalty: 4931.845703
	Iteration 24Q: 3 clusters Score -3895628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3895638.750000 Penalty: 4931.845703
	Iteration 25Q: 3 clusters Score -3895639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3895633.250000 Penalty: 4931.845703
	Iteration 26Q: 3 clusters Score -3895633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3895633.000000 Penalty: 4931.845703
	Iteration 27Q: 3 clusters Score -3895633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3895635.250000 Penalty: 4931.845703
	Iteration 28Q: 3 clusters Score -3895635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3895639.250000 Penalty: 4931.845703
	Iteration 29Q: 3 clusters Score -3895639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3895643.000000 Penalty: 4931.845703
	Iteration 30Q: 3 clusters Score -3895643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3895645.000000 Penalty: 4931.845703
	Iteration 31Q: 3 clusters Score -3895645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3895652.000000 Penalty: 4931.845703
	Iteration 32Q: 3 clusters Score -3895652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3895658.250000 Penalty: 4931.845703
	Iteration 33Q: 3 clusters Score -3895658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3895660.000000 Penalty: 4931.845703
	Iteration 34Q: 3 clusters Score -3895660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3895658.500000 Penalty: 4931.845703
	Iteration 35Q: 3 clusters Score -3895658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3895662.500000 Penalty: 4931.845703
	Iteration 36Q: 3 clusters Score -3895662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3895662.500000 Penalty: 4931.845703
	Iteration 37F: 3 clusters Score -3895662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -703591.375000 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -703591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -699657.312500 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -699657.3 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -700481.312500 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -700481.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -700644.687500 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -700644.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -700756.000000 Penalty: 4122.209473
	Iteration 3Q: 3 clusters Score -700756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -700826.625000 Penalty: 4122.209473
	Iteration 4Q: 3 clusters Score -700826.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -700879.125000 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -700879.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -700921.000000 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -700921 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -700945.437500 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -700945.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -700970.875000 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -700970.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -700990.062500 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -700990.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -701005.937500 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -701005.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701019.625000 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -701019.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -701035.875000 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -701035.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -701054.187500 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -701054.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -701065.312500 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -701065.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -701081.500000 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -701081.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701098.687500 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -701098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701107.250000 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -701107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701112.000000 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -701112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -701114.687500 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -701114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701115.687500 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -701115.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701119.562500 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -701119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -701121.937500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -701121.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701128.875000 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -701128.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -701131.500000 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -701131.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701137.875000 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -701137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701143.625000 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -701143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -701145.312500 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -701145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -701146.750000 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -701146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -701148.125000 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -701148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -701149.187500 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -701149.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -701151.125000 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -701151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701152.875000 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -701152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -701155.687500 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -701155.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701158.312500 Penalty: 4122.209473
	Iteration 34Q: 3 clusters Score -701158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -701160.687500 Penalty: 4122.209473
	Iteration 35Q: 3 clusters Score -701160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701161.875000 Penalty: 4122.209473
	Iteration 36Q: 3 clusters Score -701161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -701164.312500 Penalty: 4122.209473
	Iteration 37Q: 3 clusters Score -701164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -701164.875000 Penalty: 4122.209473
	Iteration 38Q: 3 clusters Score -701164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701164.125000 Penalty: 4122.209473
	Iteration 39Q: 3 clusters Score -701164.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701164.125000 Penalty: 4122.209473
	Iteration 40F: 3 clusters Score -701164.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Entering Unmasked Estep 
Score: -7906305.000000 Penalty: 2655.156006
	Iteration 0F: 2 clusters Score -7906305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7881123.500000 Penalty: 5310.312012
	Iteration 0F: 3 clusters Score -7881124 nChanged 20430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -7892239.000000 Penalty: 5310.312012
	Iteration 1F: 3 clusters Score -7892239 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7892693.000000 Penalty: 5310.312012
	Iteration 2Q: 3 clusters Score -7892693 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7893024.000000 Penalty: 5310.312012
	Iteration 3Q: 3 clusters Score -7893024 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -7893342.500000 Penalty: 5310.312012
	Iteration 4Q: 3 clusters Score -7893342 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -7893650.500000 Penalty: 5310.312012
	Iteration 5Q: 3 clusters Score -7893650 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -7893958.000000 Penalty: 5310.312012
	Iteration 6Q: 3 clusters Score -7893958 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7894269.500000 Penalty: 5310.312012
	Iteration 7Q: 3 clusters Score -7894270 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -7894638.000000 Penalty: 5310.312012
	Iteration 8Q: 3 clusters Score -7894638 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -7895076.000000 Penalty: 5310.312012
	Iteration 9Q: 3 clusters Score -7895076 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -7895657.000000 Penalty: 5310.312012
	Iteration 10Q: 3 clusters Score -7895657 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7896524.500000 Penalty: 5310.312012
	Iteration 11Q: 3 clusters Score -7896524 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -7897806.500000 Penalty: 5310.312012
	Iteration 12Q: 3 clusters Score -7897806 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -7899478.500000 Penalty: 5310.312012
	Iteration 13F: 3 clusters Score -7899478 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -7901153.000000 Penalty: 5310.312012
	Iteration 14F: 3 clusters Score -7901153 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -7902574.500000 Penalty: 5310.312012
	Iteration 15Q: 3 clusters Score -7902574 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -7903593.000000 Penalty: 5310.312012
	Iteration 16Q: 3 clusters Score -7903593 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -7904434.000000 Penalty: 5310.312012
	Iteration 17Q: 3 clusters Score -7904434 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7905052.500000 Penalty: 5310.312012
	Iteration 18Q: 3 clusters Score -7905052 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -7905268.500000 Penalty: 5310.312012
	Iteration 19Q: 3 clusters Score -7905268 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -7905306.500000 Penalty: 5310.312012
	Iteration 20F: 3 clusters Score -7905306 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7905240.500000 Penalty: 5310.312012
	Iteration 21Q: 3 clusters Score -7905240 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7905079.500000 Penalty: 5310.312012
	Iteration 22Q: 3 clusters Score -7905080 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7904987.000000 Penalty: 5310.312012
	Iteration 23Q: 3 clusters Score -7904987 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7904949.500000 Penalty: 5310.312012
	Iteration 24Q: 3 clusters Score -7904950 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7904938.000000 Penalty: 5310.312012
	Iteration 25Q: 3 clusters Score -7904938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7904971.000000 Penalty: 5310.312012
	Iteration 26Q: 3 clusters Score -7904971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7904999.500000 Penalty: 5310.312012
	Iteration 27Q: 3 clusters Score -7905000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7905019.000000 Penalty: 5310.312012
	Iteration 28Q: 3 clusters Score -7905019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7905022.000000 Penalty: 5310.312012
	Iteration 29Q: 3 clusters Score -7905022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7905032.500000 Penalty: 5310.312012
	Iteration 30Q: 3 clusters Score -7905032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7905040.500000 Penalty: 5310.312012
	Iteration 31Q: 3 clusters Score -7905040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7905062.000000 Penalty: 5310.312012
	Iteration 32Q: 3 clusters Score -7905062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7905073.000000 Penalty: 5310.312012
	Iteration 33Q: 3 clusters Score -7905073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7905084.000000 Penalty: 5310.312012
	Iteration 34Q: 3 clusters Score -7905084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7905071.500000 Penalty: 5310.312012
	Iteration 35Q: 3 clusters Score -7905072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7905077.500000 Penalty: 5310.312012
	Iteration 36Q: 3 clusters Score -7905078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7905080.500000 Penalty: 5310.312012
	Iteration 37Q: 3 clusters Score -7905080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7905075.000000 Penalty: 5310.312012
	Iteration 38Q: 3 clusters Score -7905075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7905076.500000 Penalty: 5310.312012
	Iteration 39Q: 3 clusters Score -7905076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7905076.500000 Penalty: 5310.312012
	Iteration 40F: 3 clusters Score -7905076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7905078.000000 Penalty: 5310.312012
	Iteration 41Q: 3 clusters Score -7905078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7905079.000000 Penalty: 5310.312012
	Iteration 42Q: 3 clusters Score -7905079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7905085.000000 Penalty: 5310.312012
	Iteration 43Q: 3 clusters Score -7905085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7905086.500000 Penalty: 5310.312012
	Iteration 44Q: 3 clusters Score -7905086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7905085.500000 Penalty: 5310.312012
	Iteration 45Q: 3 clusters Score -7905086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7905086.500000 Penalty: 5310.312012
	Iteration 46Q: 3 clusters Score -7905086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7905085.500000 Penalty: 5310.312012
	Iteration 47Q: 3 clusters Score -7905086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7905090.500000 Penalty: 5310.312012
	Iteration 48Q: 3 clusters Score -7905090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7905092.500000 Penalty: 5310.312012
	Iteration 49Q: 3 clusters Score -7905092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7905097.500000 Penalty: 5310.312012
	Iteration 50Q: 3 clusters Score -7905098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7905100.500000 Penalty: 5310.312012
	Iteration 51Q: 3 clusters Score -7905100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7905104.500000 Penalty: 5310.312012
	Iteration 52Q: 3 clusters Score -7905104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7905107.000000 Penalty: 5310.312012
	Iteration 53Q: 3 clusters Score -7905107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7905107.500000 Penalty: 5310.312012
	Iteration 54Q: 3 clusters Score -7905108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7905107.500000 Penalty: 5310.312012
	Iteration 55F: 3 clusters Score -7905108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Entering Unmasked Estep 
Score: -2041195.750000 Penalty: 2291.759766
	Iteration 0F: 2 clusters Score -2041196 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 5082 members 
Entering Unmasked Estep 
Score: -2033318.250000 Penalty: 4583.519531
	Iteration 0F: 3 clusters Score -2033318 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2035611.625000 Penalty: 4583.519531
	Iteration 1F: 3 clusters Score -2035612 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2035878.750000 Penalty: 4583.519531
	Iteration 2F: 3 clusters Score -2035879 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2036096.000000 Penalty: 4583.519531
	Iteration 3Q: 3 clusters Score -2036096 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2036311.500000 Penalty: 4583.519531
	Iteration 4Q: 3 clusters Score -2036312 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2036538.875000 Penalty: 4583.519531
	Iteration 5Q: 3 clusters Score -2036539 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2036802.625000 Penalty: 4583.519531
	Iteration 6Q: 3 clusters Score -2036803 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2037086.125000 Penalty: 4583.519531
	Iteration 7Q: 3 clusters Score -2037086 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2037372.375000 Penalty: 4583.519531
	Iteration 8Q: 3 clusters Score -2037372 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2037686.500000 Penalty: 4583.519531
	Iteration 9Q: 3 clusters Score -2037686 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2037953.125000 Penalty: 4583.519531
	Iteration 10Q: 3 clusters Score -2037953 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2038226.625000 Penalty: 4583.519531
	Iteration 11Q: 3 clusters Score -2038227 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2038490.500000 Penalty: 4583.519531
	Iteration 12Q: 3 clusters Score -2038490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2038684.250000 Penalty: 4583.519531
	Iteration 13Q: 3 clusters Score -2038684 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2038811.125000 Penalty: 4583.519531
	Iteration 14Q: 3 clusters Score -2038811 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2038907.625000 Penalty: 4583.519531
	Iteration 15Q: 3 clusters Score -2038908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2038985.625000 Penalty: 4583.519531
	Iteration 16Q: 3 clusters Score -2038986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2039042.250000 Penalty: 4583.519531
	Iteration 17Q: 3 clusters Score -2039042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2039100.375000 Penalty: 4583.519531
	Iteration 18Q: 3 clusters Score -2039100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2039140.375000 Penalty: 4583.519531
	Iteration 19Q: 3 clusters Score -2039140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2039168.875000 Penalty: 4583.519531
	Iteration 20F: 3 clusters Score -2039169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2039179.375000 Penalty: 4583.519531
	Iteration 21Q: 3 clusters Score -2039179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2039189.250000 Penalty: 4583.519531
	Iteration 22Q: 3 clusters Score -2039189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2039195.875000 Penalty: 4583.519531
	Iteration 23Q: 3 clusters Score -2039196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2039197.375000 Penalty: 4583.519531
	Iteration 24Q: 3 clusters Score -2039197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2039203.375000 Penalty: 4583.519531
	Iteration 25Q: 3 clusters Score -2039203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2039207.000000 Penalty: 4583.519531
	Iteration 26Q: 3 clusters Score -2039207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2039204.000000 Penalty: 4583.519531
	Iteration 27Q: 3 clusters Score -2039204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2039204.250000 Penalty: 4583.519531
	Iteration 28Q: 3 clusters Score -2039204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2039204.250000 Penalty: 4583.519531
	Iteration 29F: 3 clusters Score -2039204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Entering Unmasked Estep 
Score: -4220121.000000 Penalty: 2486.298096
	Iteration 0F: 2 clusters Score -4220121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4204702.500000 Penalty: 4972.596191
	Iteration 0F: 3 clusters Score -4204702 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4209880.000000 Penalty: 4972.596191
	Iteration 1F: 3 clusters Score -4209880 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4210328.500000 Penalty: 4972.596191
	Iteration 2F: 3 clusters Score -4210328 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4210670.500000 Penalty: 4972.596191
	Iteration 3Q: 3 clusters Score -4210670 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4211000.000000 Penalty: 4972.596191
	Iteration 4Q: 3 clusters Score -4211000 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4211339.500000 Penalty: 4972.596191
	Iteration 5Q: 3 clusters Score -4211340 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4211731.000000 Penalty: 4972.596191
	Iteration 6Q: 3 clusters Score -4211731 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4212255.500000 Penalty: 4972.596191
	Iteration 7Q: 3 clusters Score -4212256 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4212853.000000 Penalty: 4972.596191
	Iteration 8Q: 3 clusters Score -4212853 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4213520.000000 Penalty: 4972.596191
	Iteration 9Q: 3 clusters Score -4213520 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4214211.000000 Penalty: 4972.596191
	Iteration 10F: 3 clusters Score -4214211 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4214929.000000 Penalty: 4972.596191
	Iteration 11F: 3 clusters Score -4214929 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4215552.500000 Penalty: 4972.596191
	Iteration 12Q: 3 clusters Score -4215552 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4216059.000000 Penalty: 4972.596191
	Iteration 13Q: 3 clusters Score -4216059 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4216369.500000 Penalty: 4972.596191
	Iteration 14Q: 3 clusters Score -4216370 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4216600.000000 Penalty: 4972.596191
	Iteration 15Q: 3 clusters Score -4216600 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -4216751.500000 Penalty: 4972.596191
	Iteration 16Q: 3 clusters Score -4216752 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4216880.500000 Penalty: 4972.596191
	Iteration 17Q: 3 clusters Score -4216880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4216984.000000 Penalty: 4972.596191
	Iteration 18Q: 3 clusters Score -4216984 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4217066.000000 Penalty: 4972.596191
	Iteration 19Q: 3 clusters Score -4217066 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4217172.500000 Penalty: 4972.596191
	Iteration 20F: 3 clusters Score -4217172 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4217257.500000 Penalty: 4972.596191
	Iteration 21Q: 3 clusters Score -4217258 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -4217352.000000 Penalty: 4972.596191
	Iteration 22Q: 3 clusters Score -4217352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4217441.500000 Penalty: 4972.596191
	Iteration 23Q: 3 clusters Score -4217442 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4217528.500000 Penalty: 4972.596191
	Iteration 24Q: 3 clusters Score -4217528 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4217579.000000 Penalty: 4972.596191
	Iteration 25Q: 3 clusters Score -4217579 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4217658.500000 Penalty: 4972.596191
	Iteration 26Q: 3 clusters Score -4217658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4217722.500000 Penalty: 4972.596191
	Iteration 27Q: 3 clusters Score -4217722 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4217770.000000 Penalty: 4972.596191
	Iteration 28Q: 3 clusters Score -4217770 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4217845.500000 Penalty: 4972.596191
	Iteration 29Q: 3 clusters Score -4217846 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4217913.500000 Penalty: 4972.596191
	Iteration 30Q: 3 clusters Score -4217914 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4217960.500000 Penalty: 4972.596191
	Iteration 31Q: 3 clusters Score -4217960 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4218017.500000 Penalty: 4972.596191
	Iteration 32Q: 3 clusters Score -4218018 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4218050.500000 Penalty: 4972.596191
	Iteration 33Q: 3 clusters Score -4218050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -4218089.500000 Penalty: 4972.596191
	Iteration 34Q: 3 clusters Score -4218090 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4218105.000000 Penalty: 4972.596191
	Iteration 35Q: 3 clusters Score -4218105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -4218123.000000 Penalty: 4972.596191
	Iteration 36Q: 3 clusters Score -4218123 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4218147.000000 Penalty: 4972.596191
	Iteration 37Q: 3 clusters Score -4218147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4218177.000000 Penalty: 4972.596191
	Iteration 38Q: 3 clusters Score -4218177 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4218191.000000 Penalty: 4972.596191
	Iteration 39Q: 3 clusters Score -4218191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4218212.500000 Penalty: 4972.596191
	Iteration 40F: 3 clusters Score -4218212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4218215.500000 Penalty: 4972.596191
	Iteration 41Q: 3 clusters Score -4218216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4218242.000000 Penalty: 4972.596191
	Iteration 42Q: 3 clusters Score -4218242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4218251.500000 Penalty: 4972.596191
	Iteration 43Q: 3 clusters Score -4218252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4218263.500000 Penalty: 4972.596191
	Iteration 44Q: 3 clusters Score -4218264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4218287.000000 Penalty: 4972.596191
	Iteration 45Q: 3 clusters Score -4218287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4218288.000000 Penalty: 4972.596191
	Iteration 46Q: 3 clusters Score -4218288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4218305.500000 Penalty: 4972.596191
	Iteration 47Q: 3 clusters Score -4218306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4218313.000000 Penalty: 4972.596191
	Iteration 48Q: 3 clusters Score -4218313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4218317.500000 Penalty: 4972.596191
	Iteration 49Q: 3 clusters Score -4218318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4218322.500000 Penalty: 4972.596191
	Iteration 50Q: 3 clusters Score -4218322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4218333.000000 Penalty: 4972.596191
	Iteration 51Q: 3 clusters Score -4218333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4218351.000000 Penalty: 4972.596191
	Iteration 52Q: 3 clusters Score -4218351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4218353.500000 Penalty: 4972.596191
	Iteration 53Q: 3 clusters Score -4218354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4218374.000000 Penalty: 4972.596191
	Iteration 54Q: 3 clusters Score -4218374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4218389.000000 Penalty: 4972.596191
	Iteration 55Q: 3 clusters Score -4218389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4218405.000000 Penalty: 4972.596191
	Iteration 56Q: 3 clusters Score -4218405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4218401.500000 Penalty: 4972.596191
	Iteration 57Q: 3 clusters Score -4218402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4218413.500000 Penalty: 4972.596191
	Iteration 58Q: 3 clusters Score -4218414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4218422.000000 Penalty: 4972.596191
	Iteration 59Q: 3 clusters Score -4218422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4218424.000000 Penalty: 4972.596191
	Iteration 60F: 3 clusters Score -4218424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4218444.500000 Penalty: 4972.596191
	Iteration 61Q: 3 clusters Score -4218444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4218445.500000 Penalty: 4972.596191
	Iteration 62Q: 3 clusters Score -4218446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4218445.000000 Penalty: 4972.596191
	Iteration 63Q: 3 clusters Score -4218445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4218442.500000 Penalty: 4972.596191
	Iteration 64Q: 3 clusters Score -4218442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4218441.000000 Penalty: 4972.596191
	Iteration 65Q: 3 clusters Score -4218441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4218443.500000 Penalty: 4972.596191
	Iteration 66Q: 3 clusters Score -4218444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4218444.500000 Penalty: 4972.596191
	Iteration 67Q: 3 clusters Score -4218444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4218446.000000 Penalty: 4972.596191
	Iteration 68Q: 3 clusters Score -4218446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4218439.000000 Penalty: 4972.596191
	Iteration 69Q: 3 clusters Score -4218439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4218438.000000 Penalty: 4972.596191
	Iteration 70Q: 3 clusters Score -4218438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4218435.500000 Penalty: 4972.596191
	Iteration 71Q: 3 clusters Score -4218436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4218435.500000 Penalty: 4972.596191
	Iteration 72Q: 3 clusters Score -4218436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4218431.500000 Penalty: 4972.596191
	Iteration 73Q: 3 clusters Score -4218432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4218434.000000 Penalty: 4972.596191
	Iteration 74Q: 3 clusters Score -4218434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4218435.500000 Penalty: 4972.596191
	Iteration 75Q: 3 clusters Score -4218436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4218436.500000 Penalty: 4972.596191
	Iteration 76Q: 3 clusters Score -4218436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4218438.500000 Penalty: 4972.596191
	Iteration 77Q: 3 clusters Score -4218438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4218440.000000 Penalty: 4972.596191
	Iteration 78Q: 3 clusters Score -4218440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4218445.500000 Penalty: 4972.596191
	Iteration 79Q: 3 clusters Score -4218446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4218443.500000 Penalty: 4972.596191
	Iteration 80F: 3 clusters Score -4218444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4218444.500000 Penalty: 4972.596191
	Iteration 81Q: 3 clusters Score -4218444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4218451.000000 Penalty: 4972.596191
	Iteration 82Q: 3 clusters Score -4218451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4218451.000000 Penalty: 4972.596191
	Iteration 83F: 3 clusters Score -4218451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -80458.007812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -80458.01 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 253 members 
Entering Unmasked Estep 
Score: -78969.843750 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -78969.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79158.171875 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -79158.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79258.257812 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -79258.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79324.187500 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -79324.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79424.109375 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -79424.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79494.000000 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -79494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79515.460938 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -79515.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79540.039062 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -79540.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79564.320312 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -79564.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79580.539062 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -79580.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79595.984375 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -79595.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79599.734375 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -79599.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79601.453125 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -79601.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -79601.453125 Penalty: 3088.362305
	Iteration 13F: 3 clusters Score -79601.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -368947.625000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -368947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -366299.968750 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -366300 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -366938.531250 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -366938.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -367174.718750 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -367174.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -367281.843750 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -367281.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -367380.250000 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -367380.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -367459.500000 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -367459.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -367507.312500 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -367507.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367534.000000 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -367534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -367554.750000 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -367554.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -367569.125000 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -367569.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -367580.531250 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -367580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -367590.875000 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -367590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -367599.281250 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -367599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -367611.406250 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -367611.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367622.656250 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -367622.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -367632.843750 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -367632.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -367646.968750 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -367647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367662.406250 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -367662.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367678.343750 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -367678.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -367690.375000 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -367690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367704.875000 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -367704.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -367727.687500 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -367727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -367771.343750 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -367771.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -367799.937500 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -367799.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -367814.687500 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -367814.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -367835.218750 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -367835.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -367859.656250 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -367859.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -367884.656250 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -367884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -367900.281250 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -367900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -367910.156250 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -367910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -367920.562500 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -367920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -367933.500000 Penalty: 3804.069580
	Iteration 31Q: 3 clusters Score -367933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -367941.375000 Penalty: 3804.069580
	Iteration 32Q: 3 clusters Score -367941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -367947.968750 Penalty: 3804.069580
	Iteration 33Q: 3 clusters Score -367948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367951.500000 Penalty: 3804.069580
	Iteration 34Q: 3 clusters Score -367951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -367953.187500 Penalty: 3804.069580
	Iteration 35Q: 3 clusters Score -367953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -367954.687500 Penalty: 3804.069580
	Iteration 36Q: 3 clusters Score -367954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -367954.687500 Penalty: 3804.069580
	Iteration 37F: 3 clusters Score -367954.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Entering Unmasked Estep 
Score: -2756486.500000 Penalty: 2368.529053
	Iteration 0F: 2 clusters Score -2756486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2746268.000000 Penalty: 4737.058105
	Iteration 0F: 3 clusters Score -2746268 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2749460.250000 Penalty: 4737.058105
	Iteration 1F: 3 clusters Score -2749460 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2749735.750000 Penalty: 4737.058105
	Iteration 2F: 3 clusters Score -2749736 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2749944.250000 Penalty: 4737.058105
	Iteration 3Q: 3 clusters Score -2749944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2750076.000000 Penalty: 4737.058105
	Iteration 4Q: 3 clusters Score -2750076 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2750188.000000 Penalty: 4737.058105
	Iteration 5Q: 3 clusters Score -2750188 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2750264.250000 Penalty: 4737.058105
	Iteration 6Q: 3 clusters Score -2750264 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2750339.500000 Penalty: 4737.058105
	Iteration 7Q: 3 clusters Score -2750340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2750400.500000 Penalty: 4737.058105
	Iteration 8Q: 3 clusters Score -2750400 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2750479.750000 Penalty: 4737.058105
	Iteration 9Q: 3 clusters Score -2750480 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2750518.250000 Penalty: 4737.058105
	Iteration 10Q: 3 clusters Score -2750518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2750591.250000 Penalty: 4737.058105
	Iteration 11Q: 3 clusters Score -2750591 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2750645.000000 Penalty: 4737.058105
	Iteration 12Q: 3 clusters Score -2750645 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2750696.750000 Penalty: 4737.058105
	Iteration 13Q: 3 clusters Score -2750697 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2750751.500000 Penalty: 4737.058105
	Iteration 14Q: 3 clusters Score -2750752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2750807.500000 Penalty: 4737.058105
	Iteration 15Q: 3 clusters Score -2750808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2750888.750000 Penalty: 4737.058105
	Iteration 16Q: 3 clusters Score -2750889 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2750979.500000 Penalty: 4737.058105
	Iteration 17Q: 3 clusters Score -2750980 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2751108.750000 Penalty: 4737.058105
	Iteration 18Q: 3 clusters Score -2751109 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2751264.250000 Penalty: 4737.058105
	Iteration 19Q: 3 clusters Score -2751264 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2751456.500000 Penalty: 4737.058105
	Iteration 20F: 3 clusters Score -2751456 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2751738.500000 Penalty: 4737.058105
	Iteration 21Q: 3 clusters Score -2751738 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2752053.000000 Penalty: 4737.058105
	Iteration 22Q: 3 clusters Score -2752053 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2752372.000000 Penalty: 4737.058105
	Iteration 23Q: 3 clusters Score -2752372 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2752693.000000 Penalty: 4737.058105
	Iteration 24Q: 3 clusters Score -2752693 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2752934.250000 Penalty: 4737.058105
	Iteration 25Q: 3 clusters Score -2752934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2753128.000000 Penalty: 4737.058105
	Iteration 26Q: 3 clusters Score -2753128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2753275.000000 Penalty: 4737.058105
	Iteration 27Q: 3 clusters Score -2753275 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2753383.500000 Penalty: 4737.058105
	Iteration 28Q: 3 clusters Score -2753384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2753489.000000 Penalty: 4737.058105
	Iteration 29Q: 3 clusters Score -2753489 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2753592.000000 Penalty: 4737.058105
	Iteration 30Q: 3 clusters Score -2753592 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2753698.250000 Penalty: 4737.058105
	Iteration 31Q: 3 clusters Score -2753698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2753778.500000 Penalty: 4737.058105
	Iteration 32Q: 3 clusters Score -2753778 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2753855.000000 Penalty: 4737.058105
	Iteration 33Q: 3 clusters Score -2753855 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2753921.250000 Penalty: 4737.058105
	Iteration 34Q: 3 clusters Score -2753921 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2753987.000000 Penalty: 4737.058105
	Iteration 35Q: 3 clusters Score -2753987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2754038.750000 Penalty: 4737.058105
	Iteration 36Q: 3 clusters Score -2754039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2754082.500000 Penalty: 4737.058105
	Iteration 37Q: 3 clusters Score -2754082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2754124.750000 Penalty: 4737.058105
	Iteration 38Q: 3 clusters Score -2754125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2754166.250000 Penalty: 4737.058105
	Iteration 39Q: 3 clusters Score -2754166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2754218.250000 Penalty: 4737.058105
	Iteration 40F: 3 clusters Score -2754218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2754249.750000 Penalty: 4737.058105
	Iteration 41Q: 3 clusters Score -2754250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2754268.250000 Penalty: 4737.058105
	Iteration 42Q: 3 clusters Score -2754268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2754288.750000 Penalty: 4737.058105
	Iteration 43Q: 3 clusters Score -2754289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2754305.750000 Penalty: 4737.058105
	Iteration 44Q: 3 clusters Score -2754306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2754322.250000 Penalty: 4737.058105
	Iteration 45Q: 3 clusters Score -2754322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2754335.750000 Penalty: 4737.058105
	Iteration 46Q: 3 clusters Score -2754336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2754349.000000 Penalty: 4737.058105
	Iteration 47Q: 3 clusters Score -2754349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2754359.000000 Penalty: 4737.058105
	Iteration 48Q: 3 clusters Score -2754359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2754364.250000 Penalty: 4737.058105
	Iteration 49Q: 3 clusters Score -2754364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2754369.250000 Penalty: 4737.058105
	Iteration 50Q: 3 clusters Score -2754369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2754372.500000 Penalty: 4737.058105
	Iteration 51Q: 3 clusters Score -2754372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2754380.250000 Penalty: 4737.058105
	Iteration 52Q: 3 clusters Score -2754380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2754382.750000 Penalty: 4737.058105
	Iteration 53Q: 3 clusters Score -2754383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2754388.500000 Penalty: 4737.058105
	Iteration 54Q: 3 clusters Score -2754388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2754392.750000 Penalty: 4737.058105
	Iteration 55Q: 3 clusters Score -2754393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2754393.250000 Penalty: 4737.058105
	Iteration 56Q: 3 clusters Score -2754393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2754395.500000 Penalty: 4737.058105
	Iteration 57Q: 3 clusters Score -2754396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2754399.750000 Penalty: 4737.058105
	Iteration 58Q: 3 clusters Score -2754400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2754399.000000 Penalty: 4737.058105
	Iteration 59Q: 3 clusters Score -2754399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2754401.750000 Penalty: 4737.058105
	Iteration 60F: 3 clusters Score -2754402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2754405.500000 Penalty: 4737.058105
	Iteration 61Q: 3 clusters Score -2754406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2754409.250000 Penalty: 4737.058105
	Iteration 62Q: 3 clusters Score -2754409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2754412.500000 Penalty: 4737.058105
	Iteration 63Q: 3 clusters Score -2754412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2754414.500000 Penalty: 4737.058105
	Iteration 64Q: 3 clusters Score -2754414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2754418.250000 Penalty: 4737.058105
	Iteration 65Q: 3 clusters Score -2754418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2754419.250000 Penalty: 4737.058105
	Iteration 66Q: 3 clusters Score -2754419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2754421.500000 Penalty: 4737.058105
	Iteration 67Q: 3 clusters Score -2754422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2754421.500000 Penalty: 4737.058105
	Iteration 68F: 3 clusters Score -2754422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Entering Unmasked Estep 
Score: -5892576.000000 Penalty: 2568.444580
	Iteration 0F: 2 clusters Score -5892576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5872597.000000 Penalty: 5136.889160
	Iteration 0F: 3 clusters Score -5872597 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5880258.000000 Penalty: 5136.889160
	Iteration 1F: 3 clusters Score -5880258 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5880816.000000 Penalty: 5136.889160
	Iteration 2Q: 3 clusters Score -5880816 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5881454.000000 Penalty: 5136.889160
	Iteration 3Q: 3 clusters Score -5881454 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -5882251.500000 Penalty: 5136.889160
	Iteration 4F: 3 clusters Score -5882252 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5883228.500000 Penalty: 5136.889160
	Iteration 5F: 3 clusters Score -5883228 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -5884402.000000 Penalty: 5136.889160
	Iteration 6F: 3 clusters Score -5884402 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5885857.000000 Penalty: 5136.889160
	Iteration 7F: 3 clusters Score -5885857 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5887423.000000 Penalty: 5136.889160
	Iteration 8F: 3 clusters Score -5887423 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -5888538.000000 Penalty: 5136.889160
	Iteration 9F: 3 clusters Score -5888538 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -5889083.000000 Penalty: 5136.889160
	Iteration 10Q: 3 clusters Score -5889083 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5889315.000000 Penalty: 5136.889160
	Iteration 11Q: 3 clusters Score -5889315 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -5889487.000000 Penalty: 5136.889160
	Iteration 12Q: 3 clusters Score -5889487 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -5889565.500000 Penalty: 5136.889160
	Iteration 13Q: 3 clusters Score -5889566 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5889614.500000 Penalty: 5136.889160
	Iteration 14Q: 3 clusters Score -5889614 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -5889669.500000 Penalty: 5136.889160
	Iteration 15Q: 3 clusters Score -5889670 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5889740.000000 Penalty: 5136.889160
	Iteration 16Q: 3 clusters Score -5889740 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5889740.000000 Penalty: 5136.889160
	Iteration 17Q: 3 clusters Score -5889740 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5889785.000000 Penalty: 5136.889160
	Iteration 18Q: 3 clusters Score -5889785 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5889836.000000 Penalty: 5136.889160
	Iteration 19Q: 3 clusters Score -5889836 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5889826.500000 Penalty: 5136.889160
	Iteration 20F: 3 clusters Score -5889826 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5889848.000000 Penalty: 5136.889160
	Iteration 21Q: 3 clusters Score -5889848 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5889876.500000 Penalty: 5136.889160
	Iteration 22Q: 3 clusters Score -5889876 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5889925.000000 Penalty: 5136.889160
	Iteration 23Q: 3 clusters Score -5889925 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5889983.500000 Penalty: 5136.889160
	Iteration 24Q: 3 clusters Score -5889984 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5890089.000000 Penalty: 5136.889160
	Iteration 25Q: 3 clusters Score -5890089 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5890188.500000 Penalty: 5136.889160
	Iteration 26Q: 3 clusters Score -5890188 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5890242.500000 Penalty: 5136.889160
	Iteration 27Q: 3 clusters Score -5890242 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5890264.000000 Penalty: 5136.889160
	Iteration 28Q: 3 clusters Score -5890264 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5890334.500000 Penalty: 5136.889160
	Iteration 29Q: 3 clusters Score -5890334 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5890362.000000 Penalty: 5136.889160
	Iteration 30Q: 3 clusters Score -5890362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5890387.500000 Penalty: 5136.889160
	Iteration 31Q: 3 clusters Score -5890388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5890395.500000 Penalty: 5136.889160
	Iteration 32Q: 3 clusters Score -5890396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5890414.500000 Penalty: 5136.889160
	Iteration 33Q: 3 clusters Score -5890414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5890428.500000 Penalty: 5136.889160
	Iteration 34Q: 3 clusters Score -5890428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5890439.000000 Penalty: 5136.889160
	Iteration 35Q: 3 clusters Score -5890439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5890443.000000 Penalty: 5136.889160
	Iteration 36Q: 3 clusters Score -5890443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5890443.500000 Penalty: 5136.889160
	Iteration 37Q: 3 clusters Score -5890444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5890447.500000 Penalty: 5136.889160
	Iteration 38Q: 3 clusters Score -5890448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5890456.500000 Penalty: 5136.889160
	Iteration 39Q: 3 clusters Score -5890456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5890463.000000 Penalty: 5136.889160
	Iteration 40F: 3 clusters Score -5890463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5890470.000000 Penalty: 5136.889160
	Iteration 41Q: 3 clusters Score -5890470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5890465.000000 Penalty: 5136.889160
	Iteration 42Q: 3 clusters Score -5890465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5890469.500000 Penalty: 5136.889160
	Iteration 43Q: 3 clusters Score -5890470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5890472.000000 Penalty: 5136.889160
	Iteration 44Q: 3 clusters Score -5890472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5890483.500000 Penalty: 5136.889160
	Iteration 45Q: 3 clusters Score -5890484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5890487.000000 Penalty: 5136.889160
	Iteration 46Q: 3 clusters Score -5890487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5890491.000000 Penalty: 5136.889160
	Iteration 47Q: 3 clusters Score -5890491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5890490.500000 Penalty: 5136.889160
	Iteration 48Q: 3 clusters Score -5890490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5890494.000000 Penalty: 5136.889160
	Iteration 49Q: 3 clusters Score -5890494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5890489.500000 Penalty: 5136.889160
	Iteration 50Q: 3 clusters Score -5890490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5890498.500000 Penalty: 5136.889160
	Iteration 51Q: 3 clusters Score -5890498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5890498.500000 Penalty: 5136.889160
	Iteration 52F: 3 clusters Score -5890498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -145027.609375 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -145027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143276.812500 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -143276.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143704.406250 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -143704.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143951.093750 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -143951.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144087.875000 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -144087.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -144190.328125 Penalty: 3345.053223
	Iteration 4F: 3 clusters Score -144190.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -144250.421875 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -144250.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -144324.921875 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -144324.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144372.125000 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -144372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -144395.500000 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -144395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144410.750000 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -144410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144418.406250 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -144418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144426.765625 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -144426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144431.312500 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -144431.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144435.046875 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -144435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144435.046875 Penalty: 3345.053223
	Iteration 14F: 3 clusters Score -144435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Entering Unmasked Estep 
Score: -3868863.250000 Penalty: 2464.632324
	Iteration 0F: 2 clusters Score -3868863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3854802.750000 Penalty: 4929.264648
	Iteration 0F: 3 clusters Score -3854803 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3859711.000000 Penalty: 4929.264648
	Iteration 1F: 3 clusters Score -3859711 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3860039.500000 Penalty: 4929.264648
	Iteration 2Q: 3 clusters Score -3860040 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3860270.000000 Penalty: 4929.264648
	Iteration 3Q: 3 clusters Score -3860270 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3860455.000000 Penalty: 4929.264648
	Iteration 4Q: 3 clusters Score -3860455 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3860608.250000 Penalty: 4929.264648
	Iteration 5Q: 3 clusters Score -3860608 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3860727.500000 Penalty: 4929.264648
	Iteration 6Q: 3 clusters Score -3860728 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3860886.000000 Penalty: 4929.264648
	Iteration 7Q: 3 clusters Score -3860886 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3861007.000000 Penalty: 4929.264648
	Iteration 8Q: 3 clusters Score -3861007 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3861154.250000 Penalty: 4929.264648
	Iteration 9Q: 3 clusters Score -3861154 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3861343.750000 Penalty: 4929.264648
	Iteration 10Q: 3 clusters Score -3861344 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3861554.250000 Penalty: 4929.264648
	Iteration 11Q: 3 clusters Score -3861554 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3861838.500000 Penalty: 4929.264648
	Iteration 12Q: 3 clusters Score -3861838 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3862197.000000 Penalty: 4929.264648
	Iteration 13Q: 3 clusters Score -3862197 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3862698.750000 Penalty: 4929.264648
	Iteration 14Q: 3 clusters Score -3862699 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3863413.250000 Penalty: 4929.264648
	Iteration 15Q: 3 clusters Score -3863413 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3864219.750000 Penalty: 4929.264648
	Iteration 16Q: 3 clusters Score -3864220 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3864984.250000 Penalty: 4929.264648
	Iteration 17Q: 3 clusters Score -3864984 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -3865575.250000 Penalty: 4929.264648
	Iteration 18Q: 3 clusters Score -3865575 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3865934.750000 Penalty: 4929.264648
	Iteration 19Q: 3 clusters Score -3865935 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3866181.000000 Penalty: 4929.264648
	Iteration 20F: 3 clusters Score -3866181 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3866326.500000 Penalty: 4929.264648
	Iteration 21Q: 3 clusters Score -3866326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3866438.000000 Penalty: 4929.264648
	Iteration 22Q: 3 clusters Score -3866438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3866531.250000 Penalty: 4929.264648
	Iteration 23Q: 3 clusters Score -3866531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3866603.250000 Penalty: 4929.264648
	Iteration 24Q: 3 clusters Score -3866603 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3866685.000000 Penalty: 4929.264648
	Iteration 25Q: 3 clusters Score -3866685 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3866711.500000 Penalty: 4929.264648
	Iteration 26Q: 3 clusters Score -3866712 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3866730.000000 Penalty: 4929.264648
	Iteration 27Q: 3 clusters Score -3866730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3866764.250000 Penalty: 4929.264648
	Iteration 28Q: 3 clusters Score -3866764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3866781.000000 Penalty: 4929.264648
	Iteration 29Q: 3 clusters Score -3866781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3866802.000000 Penalty: 4929.264648
	Iteration 30Q: 3 clusters Score -3866802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3866825.000000 Penalty: 4929.264648
	Iteration 31Q: 3 clusters Score -3866825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3866818.750000 Penalty: 4929.264648
	Iteration 32Q: 3 clusters Score -3866819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3866827.500000 Penalty: 4929.264648
	Iteration 33Q: 3 clusters Score -3866828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3866827.000000 Penalty: 4929.264648
	Iteration 34Q: 3 clusters Score -3866827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3866828.000000 Penalty: 4929.264648
	Iteration 35Q: 3 clusters Score -3866828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3866831.000000 Penalty: 4929.264648
	Iteration 36Q: 3 clusters Score -3866831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3866834.500000 Penalty: 4929.264648
	Iteration 37Q: 3 clusters Score -3866834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3866838.500000 Penalty: 4929.264648
	Iteration 38Q: 3 clusters Score -3866838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3866833.500000 Penalty: 4929.264648
	Iteration 39Q: 3 clusters Score -3866834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3866848.250000 Penalty: 4929.264648
	Iteration 40F: 3 clusters Score -3866848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3866850.750000 Penalty: 4929.264648
	Iteration 41Q: 3 clusters Score -3866851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3866857.000000 Penalty: 4929.264648
	Iteration 42Q: 3 clusters Score -3866857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3866862.250000 Penalty: 4929.264648
	Iteration 43Q: 3 clusters Score -3866862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3866861.000000 Penalty: 4929.264648
	Iteration 44Q: 3 clusters Score -3866861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3866870.000000 Penalty: 4929.264648
	Iteration 45Q: 3 clusters Score -3866870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3866876.250000 Penalty: 4929.264648
	Iteration 46Q: 3 clusters Score -3866876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3866882.500000 Penalty: 4929.264648
	Iteration 47Q: 3 clusters Score -3866882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3866885.500000 Penalty: 4929.264648
	Iteration 48Q: 3 clusters Score -3866886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3866886.500000 Penalty: 4929.264648
	Iteration 49Q: 3 clusters Score -3866886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3866886.500000 Penalty: 4929.264648
	Iteration 50F: 3 clusters Score -3866886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Entering Unmasked Estep 
Score: -3596874.250000 Penalty: 2445.190674
	Iteration 0F: 2 clusters Score -3596874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3583497.500000 Penalty: 4890.381348
	Iteration 0F: 3 clusters Score -3583498 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3587889.000000 Penalty: 4890.381348
	Iteration 1F: 3 clusters Score -3587889 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3588212.500000 Penalty: 4890.381348
	Iteration 2F: 3 clusters Score -3588212 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3588477.750000 Penalty: 4890.381348
	Iteration 3Q: 3 clusters Score -3588478 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3588733.250000 Penalty: 4890.381348
	Iteration 4Q: 3 clusters Score -3588733 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3588953.750000 Penalty: 4890.381348
	Iteration 5Q: 3 clusters Score -3588954 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3589197.500000 Penalty: 4890.381348
	Iteration 6Q: 3 clusters Score -3589198 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3589463.000000 Penalty: 4890.381348
	Iteration 7Q: 3 clusters Score -3589463 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3589810.750000 Penalty: 4890.381348
	Iteration 8Q: 3 clusters Score -3589811 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3590335.500000 Penalty: 4890.381348
	Iteration 9Q: 3 clusters Score -3590336 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3591063.000000 Penalty: 4890.381348
	Iteration 10F: 3 clusters Score -3591063 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3592048.500000 Penalty: 4890.381348
	Iteration 11F: 3 clusters Score -3592048 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3593063.250000 Penalty: 4890.381348
	Iteration 12F: 3 clusters Score -3593063 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3593835.250000 Penalty: 4890.381348
	Iteration 13Q: 3 clusters Score -3593835 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3594249.750000 Penalty: 4890.381348
	Iteration 14Q: 3 clusters Score -3594250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3594500.000000 Penalty: 4890.381348
	Iteration 15Q: 3 clusters Score -3594500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3594630.000000 Penalty: 4890.381348
	Iteration 16Q: 3 clusters Score -3594630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3594703.250000 Penalty: 4890.381348
	Iteration 17Q: 3 clusters Score -3594703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3594735.750000 Penalty: 4890.381348
	Iteration 18Q: 3 clusters Score -3594736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3594752.500000 Penalty: 4890.381348
	Iteration 19Q: 3 clusters Score -3594752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3594766.500000 Penalty: 4890.381348
	Iteration 20F: 3 clusters Score -3594766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3594768.250000 Penalty: 4890.381348
	Iteration 21Q: 3 clusters Score -3594768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -3594771.750000 Penalty: 4890.381348
	Iteration 22Q: 3 clusters Score -3594772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3594775.500000 Penalty: 4890.381348
	Iteration 23Q: 3 clusters Score -3594776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3594776.250000 Penalty: 4890.381348
	Iteration 24Q: 3 clusters Score -3594776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3594780.750000 Penalty: 4890.381348
	Iteration 25Q: 3 clusters Score -3594781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3594780.750000 Penalty: 4890.381348
	Iteration 26F: 3 clusters Score -3594781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -2637116.750000 Penalty: 2353.467773
	Iteration 0F: 2 clusters Score -2637117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2628164.500000 Penalty: 4706.935547
	Iteration 0F: 3 clusters Score -2628164 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2630973.500000 Penalty: 4706.935547
	Iteration 1F: 3 clusters Score -2630974 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2631280.500000 Penalty: 4706.935547
	Iteration 2F: 3 clusters Score -2631280 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2631520.500000 Penalty: 4706.935547
	Iteration 3Q: 3 clusters Score -2631520 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2631703.500000 Penalty: 4706.935547
	Iteration 4Q: 3 clusters Score -2631704 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2631865.750000 Penalty: 4706.935547
	Iteration 5Q: 3 clusters Score -2631866 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2632053.750000 Penalty: 4706.935547
	Iteration 6Q: 3 clusters Score -2632054 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2632260.250000 Penalty: 4706.935547
	Iteration 7Q: 3 clusters Score -2632260 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2632512.750000 Penalty: 4706.935547
	Iteration 8Q: 3 clusters Score -2632513 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2632819.750000 Penalty: 4706.935547
	Iteration 9Q: 3 clusters Score -2632820 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2633191.250000 Penalty: 4706.935547
	Iteration 10Q: 3 clusters Score -2633191 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2633633.000000 Penalty: 4706.935547
	Iteration 11Q: 3 clusters Score -2633633 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2634065.250000 Penalty: 4706.935547
	Iteration 12Q: 3 clusters Score -2634065 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2634343.000000 Penalty: 4706.935547
	Iteration 13Q: 3 clusters Score -2634343 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2634557.500000 Penalty: 4706.935547
	Iteration 14Q: 3 clusters Score -2634558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2634672.500000 Penalty: 4706.935547
	Iteration 15Q: 3 clusters Score -2634672 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2634785.250000 Penalty: 4706.935547
	Iteration 16Q: 3 clusters Score -2634785 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2634841.750000 Penalty: 4706.935547
	Iteration 17Q: 3 clusters Score -2634842 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2634879.250000 Penalty: 4706.935547
	Iteration 18Q: 3 clusters Score -2634879 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2634935.500000 Penalty: 4706.935547
	Iteration 19Q: 3 clusters Score -2634936 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2634963.750000 Penalty: 4706.935547
	Iteration 20F: 3 clusters Score -2634964 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2634973.000000 Penalty: 4706.935547
	Iteration 21Q: 3 clusters Score -2634973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2635000.750000 Penalty: 4706.935547
	Iteration 22Q: 3 clusters Score -2635001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2635024.750000 Penalty: 4706.935547
	Iteration 23Q: 3 clusters Score -2635025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2635044.000000 Penalty: 4706.935547
	Iteration 24Q: 3 clusters Score -2635044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2635058.750000 Penalty: 4706.935547
	Iteration 25Q: 3 clusters Score -2635059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2635093.000000 Penalty: 4706.935547
	Iteration 26Q: 3 clusters Score -2635093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2635110.750000 Penalty: 4706.935547
	Iteration 27Q: 3 clusters Score -2635111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2635118.500000 Penalty: 4706.935547
	Iteration 28Q: 3 clusters Score -2635118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2635137.500000 Penalty: 4706.935547
	Iteration 29Q: 3 clusters Score -2635138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2635144.000000 Penalty: 4706.935547
	Iteration 30Q: 3 clusters Score -2635144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2635153.000000 Penalty: 4706.935547
	Iteration 31Q: 3 clusters Score -2635153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2635162.000000 Penalty: 4706.935547
	Iteration 32Q: 3 clusters Score -2635162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2635166.000000 Penalty: 4706.935547
	Iteration 33Q: 3 clusters Score -2635166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2635169.250000 Penalty: 4706.935547
	Iteration 34Q: 3 clusters Score -2635169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2635166.250000 Penalty: 4706.935547
	Iteration 35Q: 3 clusters Score -2635166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2635165.000000 Penalty: 4706.935547
	Iteration 36Q: 3 clusters Score -2635165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2635165.000000 Penalty: 4706.935547
	Iteration 37F: 3 clusters Score -2635165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -177145.890625 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -177145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175188.031250 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -175188 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -175470.531250 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -175470.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175565.187500 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -175565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175645.015625 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -175645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -175719.703125 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -175719.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -175802.375000 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -175802.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175850.656250 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -175850.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175874.765625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -175874.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -175891.781250 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -175891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -175906.796875 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -175906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -175911.937500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -175911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -175918.421875 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -175918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -175922.671875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -175922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -175927.531250 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -175927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -175932.203125 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -175932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -175937.562500 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -175937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175953.734375 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -175953.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -175975.171875 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -175975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -175986.406250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -175986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -175994.437500 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -175994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -176004.281250 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -176004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -176008.656250 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -176008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -176012.171875 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -176012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -176013.875000 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -176013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -176016.296875 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -176016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -176021.671875 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -176021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -176022.671875 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -176022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -176024.484375 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -176024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -176026.734375 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -176026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -176026.734375 Penalty: 3438.010010
	Iteration 29F: 3 clusters Score -176026.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Entering Unmasked Estep 
Score: -3564961.000000 Penalty: 2443.135254
	Iteration 0F: 2 clusters Score -3564961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3551701.250000 Penalty: 4886.270508
	Iteration 0F: 3 clusters Score -3551701 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3556125.750000 Penalty: 4886.270508
	Iteration 1F: 3 clusters Score -3556126 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3556536.500000 Penalty: 4886.270508
	Iteration 2F: 3 clusters Score -3556536 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3556845.250000 Penalty: 4886.270508
	Iteration 3Q: 3 clusters Score -3556845 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3557085.000000 Penalty: 4886.270508
	Iteration 4Q: 3 clusters Score -3557085 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3557268.000000 Penalty: 4886.270508
	Iteration 5Q: 3 clusters Score -3557268 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3557432.000000 Penalty: 4886.270508
	Iteration 6Q: 3 clusters Score -3557432 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3557563.750000 Penalty: 4886.270508
	Iteration 7Q: 3 clusters Score -3557564 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3557660.500000 Penalty: 4886.270508
	Iteration 8Q: 3 clusters Score -3557660 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3557762.500000 Penalty: 4886.270508
	Iteration 9Q: 3 clusters Score -3557762 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3557868.500000 Penalty: 4886.270508
	Iteration 10Q: 3 clusters Score -3557868 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3557965.000000 Penalty: 4886.270508
	Iteration 11Q: 3 clusters Score -3557965 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3558065.250000 Penalty: 4886.270508
	Iteration 12Q: 3 clusters Score -3558065 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3558175.250000 Penalty: 4886.270508
	Iteration 13Q: 3 clusters Score -3558175 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3558299.500000 Penalty: 4886.270508
	Iteration 14Q: 3 clusters Score -3558300 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3558466.250000 Penalty: 4886.270508
	Iteration 15Q: 3 clusters Score -3558466 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3558640.250000 Penalty: 4886.270508
	Iteration 16Q: 3 clusters Score -3558640 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3558897.750000 Penalty: 4886.270508
	Iteration 17Q: 3 clusters Score -3558898 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3559168.000000 Penalty: 4886.270508
	Iteration 18Q: 3 clusters Score -3559168 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3559486.250000 Penalty: 4886.270508
	Iteration 19Q: 3 clusters Score -3559486 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3559803.500000 Penalty: 4886.270508
	Iteration 20F: 3 clusters Score -3559804 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3560042.000000 Penalty: 4886.270508
	Iteration 21Q: 3 clusters Score -3560042 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3560236.000000 Penalty: 4886.270508
	Iteration 22Q: 3 clusters Score -3560236 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3560363.500000 Penalty: 4886.270508
	Iteration 23Q: 3 clusters Score -3560364 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3560447.750000 Penalty: 4886.270508
	Iteration 24Q: 3 clusters Score -3560448 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3560515.500000 Penalty: 4886.270508
	Iteration 25Q: 3 clusters Score -3560516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3560578.000000 Penalty: 4886.270508
	Iteration 26Q: 3 clusters Score -3560578 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3560618.750000 Penalty: 4886.270508
	Iteration 27Q: 3 clusters Score -3560619 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3560658.750000 Penalty: 4886.270508
	Iteration 28Q: 3 clusters Score -3560659 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3560700.500000 Penalty: 4886.270508
	Iteration 29Q: 3 clusters Score -3560700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3560747.750000 Penalty: 4886.270508
	Iteration 30Q: 3 clusters Score -3560748 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3560789.250000 Penalty: 4886.270508
	Iteration 31Q: 3 clusters Score -3560789 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3560824.000000 Penalty: 4886.270508
	Iteration 32Q: 3 clusters Score -3560824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3560856.750000 Penalty: 4886.270508
	Iteration 33Q: 3 clusters Score -3560857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3560892.250000 Penalty: 4886.270508
	Iteration 34Q: 3 clusters Score -3560892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3560924.000000 Penalty: 4886.270508
	Iteration 35Q: 3 clusters Score -3560924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3560974.250000 Penalty: 4886.270508
	Iteration 36Q: 3 clusters Score -3560974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3561037.000000 Penalty: 4886.270508
	Iteration 37Q: 3 clusters Score -3561037 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3561094.250000 Penalty: 4886.270508
	Iteration 38Q: 3 clusters Score -3561094 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3561147.750000 Penalty: 4886.270508
	Iteration 39Q: 3 clusters Score -3561148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3561201.500000 Penalty: 4886.270508
	Iteration 40F: 3 clusters Score -3561202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3561260.250000 Penalty: 4886.270508
	Iteration 41Q: 3 clusters Score -3561260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3561311.750000 Penalty: 4886.270508
	Iteration 42Q: 3 clusters Score -3561312 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3561371.500000 Penalty: 4886.270508
	Iteration 43Q: 3 clusters Score -3561372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3561468.500000 Penalty: 4886.270508
	Iteration 44Q: 3 clusters Score -3561468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3561560.000000 Penalty: 4886.270508
	Iteration 45Q: 3 clusters Score -3561560 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3561635.500000 Penalty: 4886.270508
	Iteration 46Q: 3 clusters Score -3561636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3561721.250000 Penalty: 4886.270508
	Iteration 47Q: 3 clusters Score -3561721 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3561804.250000 Penalty: 4886.270508
	Iteration 48Q: 3 clusters Score -3561804 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3561903.000000 Penalty: 4886.270508
	Iteration 49Q: 3 clusters Score -3561903 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3562014.250000 Penalty: 4886.270508
	Iteration 50Q: 3 clusters Score -3562014 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -3562116.500000 Penalty: 4886.270508
	Iteration 51Q: 3 clusters Score -3562116 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3562238.250000 Penalty: 4886.270508
	Iteration 52Q: 3 clusters Score -3562238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3562393.250000 Penalty: 4886.270508
	Iteration 53Q: 3 clusters Score -3562393 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3562480.500000 Penalty: 4886.270508
	Iteration 54Q: 3 clusters Score -3562480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3562573.000000 Penalty: 4886.270508
	Iteration 55Q: 3 clusters Score -3562573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -3562642.250000 Penalty: 4886.270508
	Iteration 56Q: 3 clusters Score -3562642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3562698.000000 Penalty: 4886.270508
	Iteration 57Q: 3 clusters Score -3562698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3562751.250000 Penalty: 4886.270508
	Iteration 58Q: 3 clusters Score -3562751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3562792.750000 Penalty: 4886.270508
	Iteration 59Q: 3 clusters Score -3562793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3562816.500000 Penalty: 4886.270508
	Iteration 60F: 3 clusters Score -3562816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3562844.250000 Penalty: 4886.270508
	Iteration 61Q: 3 clusters Score -3562844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3562866.000000 Penalty: 4886.270508
	Iteration 62Q: 3 clusters Score -3562866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3562873.750000 Penalty: 4886.270508
	Iteration 63Q: 3 clusters Score -3562874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3562894.750000 Penalty: 4886.270508
	Iteration 64Q: 3 clusters Score -3562895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3562906.500000 Penalty: 4886.270508
	Iteration 65Q: 3 clusters Score -3562906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3562910.750000 Penalty: 4886.270508
	Iteration 66Q: 3 clusters Score -3562911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3562920.250000 Penalty: 4886.270508
	Iteration 67Q: 3 clusters Score -3562920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3562926.750000 Penalty: 4886.270508
	Iteration 68Q: 3 clusters Score -3562927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3562924.250000 Penalty: 4886.270508
	Iteration 69Q: 3 clusters Score -3562924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3562929.500000 Penalty: 4886.270508
	Iteration 70Q: 3 clusters Score -3562930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3562927.500000 Penalty: 4886.270508
	Iteration 71Q: 3 clusters Score -3562928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3562926.750000 Penalty: 4886.270508
	Iteration 72Q: 3 clusters Score -3562927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3562926.750000 Penalty: 4886.270508
	Iteration 73F: 3 clusters Score -3562927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -213465.328125 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -213465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -211418.093750 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -211418.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211759.515625 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -211759.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211866.015625 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -211866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -211914.531250 Penalty: 3499.435059
	Iteration 3Q: 3 clusters Score -211914.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -211963.140625 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -211963.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -211992.562500 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -211992.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -212019.000000 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -212019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -212068.468750 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -212068.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -212134.203125 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -212134.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -212209.609375 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -212209.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -212281.234375 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -212281.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -212408.593750 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -212408.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -212499.437500 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -212499.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -212560.906250 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -212560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -212610.703125 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -212610.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212647.078125 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -212647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212677.375000 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -212677.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212722.531250 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -212722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -212746.593750 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -212746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212763.468750 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -212763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -212771.796875 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -212771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -212780.093750 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -212780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -212789.750000 Penalty: 3499.435059
	Iteration 22Q: 3 clusters Score -212789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212794.484375 Penalty: 3499.435059
	Iteration 23Q: 3 clusters Score -212794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212797.062500 Penalty: 3499.435059
	Iteration 24Q: 3 clusters Score -212797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -212807.140625 Penalty: 3499.435059
	Iteration 25Q: 3 clusters Score -212807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -212814.500000 Penalty: 3499.435059
	Iteration 26Q: 3 clusters Score -212814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -212821.468750 Penalty: 3499.435059
	Iteration 27Q: 3 clusters Score -212821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -212826.812500 Penalty: 3499.435059
	Iteration 28Q: 3 clusters Score -212826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -212829.468750 Penalty: 3499.435059
	Iteration 29Q: 3 clusters Score -212829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -212831.156250 Penalty: 3499.435059
	Iteration 30Q: 3 clusters Score -212831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -212832.234375 Penalty: 3499.435059
	Iteration 31Q: 3 clusters Score -212832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -212832.234375 Penalty: 3499.435059
	Iteration 32F: 3 clusters Score -212832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Entering Unmasked Estep 
Score: -1888579.875000 Penalty: 2272.537842
	Iteration 0F: 2 clusters Score -1888580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1881168.250000 Penalty: 4545.075684
	Iteration 0F: 3 clusters Score -1881168 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1883306.250000 Penalty: 4545.075684
	Iteration 1F: 3 clusters Score -1883306 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1883629.375000 Penalty: 4545.075684
	Iteration 2F: 3 clusters Score -1883629 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1883855.375000 Penalty: 4545.075684
	Iteration 3F: 3 clusters Score -1883855 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1884036.000000 Penalty: 4545.075684
	Iteration 4Q: 3 clusters Score -1884036 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1884184.750000 Penalty: 4545.075684
	Iteration 5Q: 3 clusters Score -1884185 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1884328.250000 Penalty: 4545.075684
	Iteration 6Q: 3 clusters Score -1884328 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1884474.125000 Penalty: 4545.075684
	Iteration 7Q: 3 clusters Score -1884474 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1884638.250000 Penalty: 4545.075684
	Iteration 8Q: 3 clusters Score -1884638 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1884819.875000 Penalty: 4545.075684
	Iteration 9Q: 3 clusters Score -1884820 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1885058.875000 Penalty: 4545.075684
	Iteration 10Q: 3 clusters Score -1885059 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1885314.500000 Penalty: 4545.075684
	Iteration 11Q: 3 clusters Score -1885314 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1885536.000000 Penalty: 4545.075684
	Iteration 12Q: 3 clusters Score -1885536 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1885684.375000 Penalty: 4545.075684
	Iteration 13Q: 3 clusters Score -1885684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1885795.750000 Penalty: 4545.075684
	Iteration 14Q: 3 clusters Score -1885796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1885869.750000 Penalty: 4545.075684
	Iteration 15Q: 3 clusters Score -1885870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1885940.500000 Penalty: 4545.075684
	Iteration 16Q: 3 clusters Score -1885940 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1885993.750000 Penalty: 4545.075684
	Iteration 17Q: 3 clusters Score -1885994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1886051.875000 Penalty: 4545.075684
	Iteration 18Q: 3 clusters Score -1886052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1886092.250000 Penalty: 4545.075684
	Iteration 19Q: 3 clusters Score -1886092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1886133.875000 Penalty: 4545.075684
	Iteration 20F: 3 clusters Score -1886134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1886158.875000 Penalty: 4545.075684
	Iteration 21Q: 3 clusters Score -1886159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1886184.750000 Penalty: 4545.075684
	Iteration 22Q: 3 clusters Score -1886185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1886200.625000 Penalty: 4545.075684
	Iteration 23Q: 3 clusters Score -1886201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1886205.500000 Penalty: 4545.075684
	Iteration 24Q: 3 clusters Score -1886206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1886219.125000 Penalty: 4545.075684
	Iteration 25Q: 3 clusters Score -1886219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1886224.125000 Penalty: 4545.075684
	Iteration 26Q: 3 clusters Score -1886224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1886231.375000 Penalty: 4545.075684
	Iteration 27Q: 3 clusters Score -1886231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1886235.250000 Penalty: 4545.075684
	Iteration 28Q: 3 clusters Score -1886235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1886235.250000 Penalty: 4545.075684
	Iteration 29Q: 3 clusters Score -1886235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1886239.625000 Penalty: 4545.075684
	Iteration 30Q: 3 clusters Score -1886240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1886241.500000 Penalty: 4545.075684
	Iteration 31Q: 3 clusters Score -1886242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1886247.000000 Penalty: 4545.075684
	Iteration 32Q: 3 clusters Score -1886247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1886248.000000 Penalty: 4545.075684
	Iteration 33Q: 3 clusters Score -1886248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1886249.375000 Penalty: 4545.075684
	Iteration 34Q: 3 clusters Score -1886249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1886251.625000 Penalty: 4545.075684
	Iteration 35Q: 3 clusters Score -1886252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1886252.375000 Penalty: 4545.075684
	Iteration 36Q: 3 clusters Score -1886252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1886256.500000 Penalty: 4545.075684
	Iteration 37Q: 3 clusters Score -1886256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1886259.625000 Penalty: 4545.075684
	Iteration 38Q: 3 clusters Score -1886260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1886265.375000 Penalty: 4545.075684
	Iteration 39Q: 3 clusters Score -1886265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1886267.375000 Penalty: 4545.075684
	Iteration 40F: 3 clusters Score -1886267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1886274.500000 Penalty: 4545.075684
	Iteration 41Q: 3 clusters Score -1886274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1886277.125000 Penalty: 4545.075684
	Iteration 42Q: 3 clusters Score -1886277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1886278.375000 Penalty: 4545.075684
	Iteration 43Q: 3 clusters Score -1886278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1886282.875000 Penalty: 4545.075684
	Iteration 44Q: 3 clusters Score -1886283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1886289.125000 Penalty: 4545.075684
	Iteration 45Q: 3 clusters Score -1886289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1886293.125000 Penalty: 4545.075684
	Iteration 46Q: 3 clusters Score -1886293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1886303.000000 Penalty: 4545.075684
	Iteration 47Q: 3 clusters Score -1886303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1886306.500000 Penalty: 4545.075684
	Iteration 48Q: 3 clusters Score -1886306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1886311.125000 Penalty: 4545.075684
	Iteration 49Q: 3 clusters Score -1886311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1886311.500000 Penalty: 4545.075684
	Iteration 50Q: 3 clusters Score -1886312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1886315.625000 Penalty: 4545.075684
	Iteration 51Q: 3 clusters Score -1886316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1886319.625000 Penalty: 4545.075684
	Iteration 52Q: 3 clusters Score -1886320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1886325.000000 Penalty: 4545.075684
	Iteration 53Q: 3 clusters Score -1886325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1886328.000000 Penalty: 4545.075684
	Iteration 54Q: 3 clusters Score -1886328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1886329.750000 Penalty: 4545.075684
	Iteration 55Q: 3 clusters Score -1886330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1886331.750000 Penalty: 4545.075684
	Iteration 56Q: 3 clusters Score -1886332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1886332.875000 Penalty: 4545.075684
	Iteration 57Q: 3 clusters Score -1886333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1886333.625000 Penalty: 4545.075684
	Iteration 58Q: 3 clusters Score -1886334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1886337.500000 Penalty: 4545.075684
	Iteration 59Q: 3 clusters Score -1886338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1886336.500000 Penalty: 4545.075684
	Iteration 60F: 3 clusters Score -1886336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1886340.125000 Penalty: 4545.075684
	Iteration 61Q: 3 clusters Score -1886340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1886338.125000 Penalty: 4545.075684
	Iteration 62Q: 3 clusters Score -1886338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1886337.875000 Penalty: 4545.075684
	Iteration 63Q: 3 clusters Score -1886338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1886338.500000 Penalty: 4545.075684
	Iteration 64Q: 3 clusters Score -1886338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1886342.000000 Penalty: 4545.075684
	Iteration 65Q: 3 clusters Score -1886342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1886340.375000 Penalty: 4545.075684
	Iteration 66Q: 3 clusters Score -1886340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1886340.375000 Penalty: 4545.075684
	Iteration 67F: 3 clusters Score -1886340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -18329.628906 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -18329.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17465.220703 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -17465.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -17598.771484 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -17598.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -17655.457031 Penalty: 2507.897949
	Iteration 2F: 3 clusters Score -17655.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -17666.128906 Penalty: 2507.897949
	Iteration 3Q: 3 clusters Score -17666.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -17666.128906 Penalty: 2507.897949
	Iteration 4F: 3 clusters Score -17666.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Entering Unmasked Estep 
Score: -910521.750000 Penalty: 2110.021729
	Iteration 0F: 2 clusters Score -910521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -906041.687500 Penalty: 4220.043457
	Iteration 0F: 3 clusters Score -906041.7 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -907148.500000 Penalty: 4220.043457
	Iteration 1F: 3 clusters Score -907148.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -907368.875000 Penalty: 4220.043457
	Iteration 2F: 3 clusters Score -907368.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -907488.750000 Penalty: 4220.043457
	Iteration 3Q: 3 clusters Score -907488.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -907564.187500 Penalty: 4220.043457
	Iteration 4Q: 3 clusters Score -907564.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -907626.250000 Penalty: 4220.043457
	Iteration 5Q: 3 clusters Score -907626.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -907682.937500 Penalty: 4220.043457
	Iteration 6Q: 3 clusters Score -907682.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -907740.062500 Penalty: 4220.043457
	Iteration 7Q: 3 clusters Score -907740.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -907816.375000 Penalty: 4220.043457
	Iteration 8Q: 3 clusters Score -907816.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -907874.750000 Penalty: 4220.043457
	Iteration 9Q: 3 clusters Score -907874.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -907935.500000 Penalty: 4220.043457
	Iteration 10Q: 3 clusters Score -907935.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -908019.187500 Penalty: 4220.043457
	Iteration 11Q: 3 clusters Score -908019.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -908112.062500 Penalty: 4220.043457
	Iteration 12Q: 3 clusters Score -908112.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -908189.812500 Penalty: 4220.043457
	Iteration 13Q: 3 clusters Score -908189.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -908259.312500 Penalty: 4220.043457
	Iteration 14Q: 3 clusters Score -908259.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -908330.500000 Penalty: 4220.043457
	Iteration 15Q: 3 clusters Score -908330.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -908393.750000 Penalty: 4220.043457
	Iteration 16Q: 3 clusters Score -908393.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -908464.875000 Penalty: 4220.043457
	Iteration 17Q: 3 clusters Score -908464.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -908537.500000 Penalty: 4220.043457
	Iteration 18Q: 3 clusters Score -908537.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -908602.000000 Penalty: 4220.043457
	Iteration 19Q: 3 clusters Score -908602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -908673.875000 Penalty: 4220.043457
	Iteration 20F: 3 clusters Score -908673.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -908762.562500 Penalty: 4220.043457
	Iteration 21Q: 3 clusters Score -908762.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -908827.437500 Penalty: 4220.043457
	Iteration 22Q: 3 clusters Score -908827.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -908878.062500 Penalty: 4220.043457
	Iteration 23Q: 3 clusters Score -908878.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -908903.562500 Penalty: 4220.043457
	Iteration 24Q: 3 clusters Score -908903.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -908933.187500 Penalty: 4220.043457
	Iteration 25Q: 3 clusters Score -908933.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -908954.812500 Penalty: 4220.043457
	Iteration 26Q: 3 clusters Score -908954.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -908976.625000 Penalty: 4220.043457
	Iteration 27Q: 3 clusters Score -908976.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -908995.062500 Penalty: 4220.043457
	Iteration 28Q: 3 clusters Score -908995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -909007.625000 Penalty: 4220.043457
	Iteration 29Q: 3 clusters Score -909007.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -909011.625000 Penalty: 4220.043457
	Iteration 30Q: 3 clusters Score -909011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -909015.562500 Penalty: 4220.043457
	Iteration 31Q: 3 clusters Score -909015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -909021.187500 Penalty: 4220.043457
	Iteration 32Q: 3 clusters Score -909021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -909022.125000 Penalty: 4220.043457
	Iteration 33Q: 3 clusters Score -909022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -909025.812500 Penalty: 4220.043457
	Iteration 34Q: 3 clusters Score -909025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -909026.812500 Penalty: 4220.043457
	Iteration 35Q: 3 clusters Score -909026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -909028.187500 Penalty: 4220.043457
	Iteration 36Q: 3 clusters Score -909028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -909029.812500 Penalty: 4220.043457
	Iteration 37Q: 3 clusters Score -909029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -909031.500000 Penalty: 4220.043457
	Iteration 38Q: 3 clusters Score -909031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -909031.500000 Penalty: 4220.043457
	Iteration 39F: 3 clusters Score -909031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Entering Unmasked Estep 
Score: -2281299.750000 Penalty: 2319.083984
	Iteration 0F: 2 clusters Score -2281300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2272771.750000 Penalty: 4638.167969
	Iteration 0F: 3 clusters Score -2272772 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2275273.000000 Penalty: 4638.167969
	Iteration 1F: 3 clusters Score -2275273 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2275564.000000 Penalty: 4638.167969
	Iteration 2F: 3 clusters Score -2275564 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2275764.750000 Penalty: 4638.167969
	Iteration 3Q: 3 clusters Score -2275765 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2275922.250000 Penalty: 4638.167969
	Iteration 4Q: 3 clusters Score -2275922 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2276067.750000 Penalty: 4638.167969
	Iteration 5Q: 3 clusters Score -2276068 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2276186.250000 Penalty: 4638.167969
	Iteration 6Q: 3 clusters Score -2276186 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2276287.500000 Penalty: 4638.167969
	Iteration 7Q: 3 clusters Score -2276288 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2276388.000000 Penalty: 4638.167969
	Iteration 8Q: 3 clusters Score -2276388 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2276532.750000 Penalty: 4638.167969
	Iteration 9Q: 3 clusters Score -2276533 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2276693.250000 Penalty: 4638.167969
	Iteration 10Q: 3 clusters Score -2276693 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2276910.500000 Penalty: 4638.167969
	Iteration 11Q: 3 clusters Score -2276910 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2277137.250000 Penalty: 4638.167969
	Iteration 12Q: 3 clusters Score -2277137 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2277374.750000 Penalty: 4638.167969
	Iteration 13Q: 3 clusters Score -2277375 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2277610.500000 Penalty: 4638.167969
	Iteration 14Q: 3 clusters Score -2277610 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2277843.750000 Penalty: 4638.167969
	Iteration 15Q: 3 clusters Score -2277844 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2278081.250000 Penalty: 4638.167969
	Iteration 16Q: 3 clusters Score -2278081 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2278293.750000 Penalty: 4638.167969
	Iteration 17Q: 3 clusters Score -2278294 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2278464.750000 Penalty: 4638.167969
	Iteration 18Q: 3 clusters Score -2278465 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2278618.250000 Penalty: 4638.167969
	Iteration 19Q: 3 clusters Score -2278618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2278727.750000 Penalty: 4638.167969
	Iteration 20F: 3 clusters Score -2278728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2278815.000000 Penalty: 4638.167969
	Iteration 21Q: 3 clusters Score -2278815 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2278879.250000 Penalty: 4638.167969
	Iteration 22Q: 3 clusters Score -2278879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2278926.000000 Penalty: 4638.167969
	Iteration 23Q: 3 clusters Score -2278926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2278980.750000 Penalty: 4638.167969
	Iteration 24Q: 3 clusters Score -2278981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2279020.500000 Penalty: 4638.167969
	Iteration 25Q: 3 clusters Score -2279020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2279063.000000 Penalty: 4638.167969
	Iteration 26Q: 3 clusters Score -2279063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2279102.000000 Penalty: 4638.167969
	Iteration 27Q: 3 clusters Score -2279102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2279138.250000 Penalty: 4638.167969
	Iteration 28Q: 3 clusters Score -2279138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2279163.500000 Penalty: 4638.167969
	Iteration 29Q: 3 clusters Score -2279164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2279186.000000 Penalty: 4638.167969
	Iteration 30Q: 3 clusters Score -2279186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2279213.000000 Penalty: 4638.167969
	Iteration 31Q: 3 clusters Score -2279213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2279234.250000 Penalty: 4638.167969
	Iteration 32Q: 3 clusters Score -2279234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2279247.000000 Penalty: 4638.167969
	Iteration 33Q: 3 clusters Score -2279247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2279250.750000 Penalty: 4638.167969
	Iteration 34Q: 3 clusters Score -2279251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2279259.250000 Penalty: 4638.167969
	Iteration 35Q: 3 clusters Score -2279259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2279272.250000 Penalty: 4638.167969
	Iteration 36Q: 3 clusters Score -2279272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2279280.000000 Penalty: 4638.167969
	Iteration 37Q: 3 clusters Score -2279280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2279278.250000 Penalty: 4638.167969
	Iteration 38Q: 3 clusters Score -2279278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2279280.750000 Penalty: 4638.167969
	Iteration 39Q: 3 clusters Score -2279281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2279288.000000 Penalty: 4638.167969
	Iteration 40F: 3 clusters Score -2279288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2279291.750000 Penalty: 4638.167969
	Iteration 41Q: 3 clusters Score -2279292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2279296.250000 Penalty: 4638.167969
	Iteration 42Q: 3 clusters Score -2279296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2279297.500000 Penalty: 4638.167969
	Iteration 43Q: 3 clusters Score -2279298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2279298.750000 Penalty: 4638.167969
	Iteration 44Q: 3 clusters Score -2279299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2279298.500000 Penalty: 4638.167969
	Iteration 45Q: 3 clusters Score -2279298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2279300.750000 Penalty: 4638.167969
	Iteration 46Q: 3 clusters Score -2279301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2279302.500000 Penalty: 4638.167969
	Iteration 47Q: 3 clusters Score -2279302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2279306.500000 Penalty: 4638.167969
	Iteration 48Q: 3 clusters Score -2279306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2279307.500000 Penalty: 4638.167969
	Iteration 49Q: 3 clusters Score -2279308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2279312.000000 Penalty: 4638.167969
	Iteration 50Q: 3 clusters Score -2279312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2279312.250000 Penalty: 4638.167969
	Iteration 51Q: 3 clusters Score -2279312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2279312.250000 Penalty: 4638.167969
	Iteration 52Q: 3 clusters Score -2279312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2279312.500000 Penalty: 4638.167969
	Iteration 53Q: 3 clusters Score -2279312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2279316.000000 Penalty: 4638.167969
	Iteration 54Q: 3 clusters Score -2279316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2279314.750000 Penalty: 4638.167969
	Iteration 55Q: 3 clusters Score -2279315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2279314.750000 Penalty: 4638.167969
	Iteration 56Q: 3 clusters Score -2279315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2279317.750000 Penalty: 4638.167969
	Iteration 57Q: 3 clusters Score -2279318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2279317.250000 Penalty: 4638.167969
	Iteration 58Q: 3 clusters Score -2279317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2279317.250000 Penalty: 4638.167969
	Iteration 59F: 3 clusters Score -2279317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Entering Unmasked Estep 
Score: -3464904.250000 Penalty: 2435.951660
	Iteration 0F: 2 clusters Score -3464904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3451945.250000 Penalty: 4871.903320
	Iteration 0F: 3 clusters Score -3451945 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3456272.500000 Penalty: 4871.903320
	Iteration 1F: 3 clusters Score -3456272 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3456686.750000 Penalty: 4871.903320
	Iteration 2F: 3 clusters Score -3456687 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3457037.000000 Penalty: 4871.903320
	Iteration 3Q: 3 clusters Score -3457037 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3457352.500000 Penalty: 4871.903320
	Iteration 4Q: 3 clusters Score -3457352 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3457652.750000 Penalty: 4871.903320
	Iteration 5Q: 3 clusters Score -3457653 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3457973.250000 Penalty: 4871.903320
	Iteration 6Q: 3 clusters Score -3457973 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3458282.750000 Penalty: 4871.903320
	Iteration 7Q: 3 clusters Score -3458283 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3458640.250000 Penalty: 4871.903320
	Iteration 8Q: 3 clusters Score -3458640 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3458940.750000 Penalty: 4871.903320
	Iteration 9Q: 3 clusters Score -3458941 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3459296.000000 Penalty: 4871.903320
	Iteration 10Q: 3 clusters Score -3459296 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3459712.250000 Penalty: 4871.903320
	Iteration 11Q: 3 clusters Score -3459712 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3460181.250000 Penalty: 4871.903320
	Iteration 12Q: 3 clusters Score -3460181 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3460651.500000 Penalty: 4871.903320
	Iteration 13Q: 3 clusters Score -3460652 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3461131.250000 Penalty: 4871.903320
	Iteration 14Q: 3 clusters Score -3461131 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3461567.750000 Penalty: 4871.903320
	Iteration 15Q: 3 clusters Score -3461568 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3461901.000000 Penalty: 4871.903320
	Iteration 16Q: 3 clusters Score -3461901 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3462190.500000 Penalty: 4871.903320
	Iteration 17Q: 3 clusters Score -3462190 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3462379.500000 Penalty: 4871.903320
	Iteration 18Q: 3 clusters Score -3462380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3462492.000000 Penalty: 4871.903320
	Iteration 19Q: 3 clusters Score -3462492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3462578.500000 Penalty: 4871.903320
	Iteration 20F: 3 clusters Score -3462578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3462659.500000 Penalty: 4871.903320
	Iteration 21Q: 3 clusters Score -3462660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3462721.500000 Penalty: 4871.903320
	Iteration 22Q: 3 clusters Score -3462722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3462755.250000 Penalty: 4871.903320
	Iteration 23Q: 3 clusters Score -3462755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3462774.250000 Penalty: 4871.903320
	Iteration 24Q: 3 clusters Score -3462774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3462795.000000 Penalty: 4871.903320
	Iteration 25Q: 3 clusters Score -3462795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3462800.000000 Penalty: 4871.903320
	Iteration 26Q: 3 clusters Score -3462800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3462811.000000 Penalty: 4871.903320
	Iteration 27Q: 3 clusters Score -3462811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3462812.750000 Penalty: 4871.903320
	Iteration 28Q: 3 clusters Score -3462813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3462816.000000 Penalty: 4871.903320
	Iteration 29Q: 3 clusters Score -3462816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3462825.250000 Penalty: 4871.903320
	Iteration 30Q: 3 clusters Score -3462825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3462830.000000 Penalty: 4871.903320
	Iteration 31Q: 3 clusters Score -3462830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3462837.250000 Penalty: 4871.903320
	Iteration 32Q: 3 clusters Score -3462837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3462837.250000 Penalty: 4871.903320
	Iteration 33Q: 3 clusters Score -3462837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3462838.500000 Penalty: 4871.903320
	Iteration 34Q: 3 clusters Score -3462838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3462838.500000 Penalty: 4871.903320
	Iteration 35F: 3 clusters Score -3462838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Entering Unmasked Estep 
Score: -3988081.750000 Penalty: 2475.311768
	Iteration 0F: 2 clusters Score -3988082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3972973.000000 Penalty: 4950.623535
	Iteration 0F: 3 clusters Score -3972973 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3978218.750000 Penalty: 4950.623535
	Iteration 1F: 3 clusters Score -3978219 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3978617.750000 Penalty: 4950.623535
	Iteration 2F: 3 clusters Score -3978618 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3978987.750000 Penalty: 4950.623535
	Iteration 3Q: 3 clusters Score -3978988 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3979369.250000 Penalty: 4950.623535
	Iteration 4Q: 3 clusters Score -3979369 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3979790.500000 Penalty: 4950.623535
	Iteration 5Q: 3 clusters Score -3979790 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3980294.500000 Penalty: 4950.623535
	Iteration 6Q: 3 clusters Score -3980294 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3980819.000000 Penalty: 4950.623535
	Iteration 7Q: 3 clusters Score -3980819 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3981476.000000 Penalty: 4950.623535
	Iteration 8Q: 3 clusters Score -3981476 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3982241.250000 Penalty: 4950.623535
	Iteration 9Q: 3 clusters Score -3982241 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3983074.000000 Penalty: 4950.623535
	Iteration 10Q: 3 clusters Score -3983074 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3983886.000000 Penalty: 4950.623535
	Iteration 11Q: 3 clusters Score -3983886 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3984532.250000 Penalty: 4950.623535
	Iteration 12Q: 3 clusters Score -3984532 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3984930.500000 Penalty: 4950.623535
	Iteration 13Q: 3 clusters Score -3984930 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3985168.750000 Penalty: 4950.623535
	Iteration 14Q: 3 clusters Score -3985169 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3985352.500000 Penalty: 4950.623535
	Iteration 15Q: 3 clusters Score -3985352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3985473.500000 Penalty: 4950.623535
	Iteration 16Q: 3 clusters Score -3985474 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3985584.000000 Penalty: 4950.623535
	Iteration 17Q: 3 clusters Score -3985584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3985647.250000 Penalty: 4950.623535
	Iteration 18Q: 3 clusters Score -3985647 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3985695.250000 Penalty: 4950.623535
	Iteration 19Q: 3 clusters Score -3985695 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3985737.000000 Penalty: 4950.623535
	Iteration 20F: 3 clusters Score -3985737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3985770.500000 Penalty: 4950.623535
	Iteration 21Q: 3 clusters Score -3985770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3985793.000000 Penalty: 4950.623535
	Iteration 22Q: 3 clusters Score -3985793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3985807.250000 Penalty: 4950.623535
	Iteration 23Q: 3 clusters Score -3985807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3985826.000000 Penalty: 4950.623535
	Iteration 24Q: 3 clusters Score -3985826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3985839.000000 Penalty: 4950.623535
	Iteration 25Q: 3 clusters Score -3985839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3985860.750000 Penalty: 4950.623535
	Iteration 26Q: 3 clusters Score -3985861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3985873.750000 Penalty: 4950.623535
	Iteration 27Q: 3 clusters Score -3985874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3985873.000000 Penalty: 4950.623535
	Iteration 28Q: 3 clusters Score -3985873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3985884.000000 Penalty: 4950.623535
	Iteration 29Q: 3 clusters Score -3985884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3985896.000000 Penalty: 4950.623535
	Iteration 30Q: 3 clusters Score -3985896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3985920.750000 Penalty: 4950.623535
	Iteration 31Q: 3 clusters Score -3985921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3985918.000000 Penalty: 4950.623535
	Iteration 32Q: 3 clusters Score -3985918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3985938.000000 Penalty: 4950.623535
	Iteration 33Q: 3 clusters Score -3985938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3985939.750000 Penalty: 4950.623535
	Iteration 34Q: 3 clusters Score -3985940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3985954.000000 Penalty: 4950.623535
	Iteration 35Q: 3 clusters Score -3985954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3985958.250000 Penalty: 4950.623535
	Iteration 36Q: 3 clusters Score -3985958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3985966.000000 Penalty: 4950.623535
	Iteration 37Q: 3 clusters Score -3985966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3985963.500000 Penalty: 4950.623535
	Iteration 38Q: 3 clusters Score -3985964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3985977.250000 Penalty: 4950.623535
	Iteration 39Q: 3 clusters Score -3985977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3985973.750000 Penalty: 4950.623535
	Iteration 40F: 3 clusters Score -3985974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3985979.500000 Penalty: 4950.623535
	Iteration 41Q: 3 clusters Score -3985980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3985987.250000 Penalty: 4950.623535
	Iteration 42Q: 3 clusters Score -3985987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3985987.500000 Penalty: 4950.623535
	Iteration 43Q: 3 clusters Score -3985988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3985992.000000 Penalty: 4950.623535
	Iteration 44Q: 3 clusters Score -3985992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3985988.750000 Penalty: 4950.623535
	Iteration 45Q: 3 clusters Score -3985989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3986004.000000 Penalty: 4950.623535
	Iteration 46Q: 3 clusters Score -3986004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3986008.500000 Penalty: 4950.623535
	Iteration 47Q: 3 clusters Score -3986008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3986001.750000 Penalty: 4950.623535
	Iteration 48Q: 3 clusters Score -3986002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3986005.500000 Penalty: 4950.623535
	Iteration 49Q: 3 clusters Score -3986006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3986010.250000 Penalty: 4950.623535
	Iteration 50Q: 3 clusters Score -3986010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3986008.500000 Penalty: 4950.623535
	Iteration 51Q: 3 clusters Score -3986008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3986003.250000 Penalty: 4950.623535
	Iteration 52Q: 3 clusters Score -3986003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3986006.000000 Penalty: 4950.623535
	Iteration 53Q: 3 clusters Score -3986006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3986009.750000 Penalty: 4950.623535
	Iteration 54Q: 3 clusters Score -3986010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3986012.750000 Penalty: 4950.623535
	Iteration 55Q: 3 clusters Score -3986013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3986016.000000 Penalty: 4950.623535
	Iteration 56Q: 3 clusters Score -3986016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3986017.750000 Penalty: 4950.623535
	Iteration 57Q: 3 clusters Score -3986018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3986026.500000 Penalty: 4950.623535
	Iteration 58Q: 3 clusters Score -3986026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3986028.000000 Penalty: 4950.623535
	Iteration 59Q: 3 clusters Score -3986028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3986032.750000 Penalty: 4950.623535
	Iteration 60F: 3 clusters Score -3986033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3986032.250000 Penalty: 4950.623535
	Iteration 61Q: 3 clusters Score -3986032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3986023.000000 Penalty: 4950.623535
	Iteration 62Q: 3 clusters Score -3986023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3986029.000000 Penalty: 4950.623535
	Iteration 63Q: 3 clusters Score -3986029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3986030.500000 Penalty: 4950.623535
	Iteration 64Q: 3 clusters Score -3986030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3986028.000000 Penalty: 4950.623535
	Iteration 65Q: 3 clusters Score -3986028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3986031.500000 Penalty: 4950.623535
	Iteration 66Q: 3 clusters Score -3986032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3986027.500000 Penalty: 4950.623535
	Iteration 67Q: 3 clusters Score -3986028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3986033.750000 Penalty: 4950.623535
	Iteration 68Q: 3 clusters Score -3986034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3986033.500000 Penalty: 4950.623535
	Iteration 69Q: 3 clusters Score -3986034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3986031.500000 Penalty: 4950.623535
	Iteration 70Q: 3 clusters Score -3986032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3986027.750000 Penalty: 4950.623535
	Iteration 71Q: 3 clusters Score -3986028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3986031.250000 Penalty: 4950.623535
	Iteration 72Q: 3 clusters Score -3986031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3986026.000000 Penalty: 4950.623535
	Iteration 73Q: 3 clusters Score -3986026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3986028.250000 Penalty: 4950.623535
	Iteration 74Q: 3 clusters Score -3986028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3986038.500000 Penalty: 4950.623535
	Iteration 75Q: 3 clusters Score -3986038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3986033.750000 Penalty: 4950.623535
	Iteration 76Q: 3 clusters Score -3986034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3986036.000000 Penalty: 4950.623535
	Iteration 77Q: 3 clusters Score -3986036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3986034.500000 Penalty: 4950.623535
	Iteration 78Q: 3 clusters Score -3986034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3986033.250000 Penalty: 4950.623535
	Iteration 79Q: 3 clusters Score -3986033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3986037.000000 Penalty: 4950.623535
	Iteration 80F: 3 clusters Score -3986037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3986037.000000 Penalty: 4950.623535
	Iteration 81Q: 3 clusters Score -3986037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3986038.250000 Penalty: 4950.623535
	Iteration 82Q: 3 clusters Score -3986038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3986035.750000 Penalty: 4950.623535
	Iteration 83Q: 3 clusters Score -3986036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3986035.500000 Penalty: 4950.623535
	Iteration 84Q: 3 clusters Score -3986036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3986034.250000 Penalty: 4950.623535
	Iteration 85Q: 3 clusters Score -3986034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3986034.250000 Penalty: 4950.623535
	Iteration 86F: 3 clusters Score -3986034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Entering Unmasked Estep 
Score: -3790088.250000 Penalty: 2458.250000
	Iteration 0F: 2 clusters Score -3790088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3776589.250000 Penalty: 4916.500000
	Iteration 0F: 3 clusters Score -3776589 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3781268.750000 Penalty: 4916.500000
	Iteration 1F: 3 clusters Score -3781269 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3781634.500000 Penalty: 4916.500000
	Iteration 2F: 3 clusters Score -3781634 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3781933.500000 Penalty: 4916.500000
	Iteration 3Q: 3 clusters Score -3781934 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3782148.500000 Penalty: 4916.500000
	Iteration 4Q: 3 clusters Score -3782148 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3782323.000000 Penalty: 4916.500000
	Iteration 5Q: 3 clusters Score -3782323 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3782503.000000 Penalty: 4916.500000
	Iteration 6Q: 3 clusters Score -3782503 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3782682.250000 Penalty: 4916.500000
	Iteration 7Q: 3 clusters Score -3782682 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3782860.000000 Penalty: 4916.500000
	Iteration 8Q: 3 clusters Score -3782860 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3783103.000000 Penalty: 4916.500000
	Iteration 9Q: 3 clusters Score -3783103 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3783491.750000 Penalty: 4916.500000
	Iteration 10Q: 3 clusters Score -3783492 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3783977.500000 Penalty: 4916.500000
	Iteration 11Q: 3 clusters Score -3783978 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3784617.000000 Penalty: 4916.500000
	Iteration 12Q: 3 clusters Score -3784617 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3785350.000000 Penalty: 4916.500000
	Iteration 13F: 3 clusters Score -3785350 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3786008.250000 Penalty: 4916.500000
	Iteration 14Q: 3 clusters Score -3786008 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3786632.750000 Penalty: 4916.500000
	Iteration 15Q: 3 clusters Score -3786633 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3787148.250000 Penalty: 4916.500000
	Iteration 16Q: 3 clusters Score -3787148 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3787448.250000 Penalty: 4916.500000
	Iteration 17Q: 3 clusters Score -3787448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3787637.250000 Penalty: 4916.500000
	Iteration 18Q: 3 clusters Score -3787637 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3787781.250000 Penalty: 4916.500000
	Iteration 19Q: 3 clusters Score -3787781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3787833.000000 Penalty: 4916.500000
	Iteration 20F: 3 clusters Score -3787833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3787875.750000 Penalty: 4916.500000
	Iteration 21Q: 3 clusters Score -3787876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3787922.500000 Penalty: 4916.500000
	Iteration 22Q: 3 clusters Score -3787922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3787933.500000 Penalty: 4916.500000
	Iteration 23Q: 3 clusters Score -3787934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3787946.000000 Penalty: 4916.500000
	Iteration 24Q: 3 clusters Score -3787946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3787962.750000 Penalty: 4916.500000
	Iteration 25Q: 3 clusters Score -3787963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3787970.000000 Penalty: 4916.500000
	Iteration 26Q: 3 clusters Score -3787970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3787979.500000 Penalty: 4916.500000
	Iteration 27Q: 3 clusters Score -3787980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3787977.000000 Penalty: 4916.500000
	Iteration 28Q: 3 clusters Score -3787977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3787976.500000 Penalty: 4916.500000
	Iteration 29Q: 3 clusters Score -3787976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3787985.750000 Penalty: 4916.500000
	Iteration 30Q: 3 clusters Score -3787986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3787985.750000 Penalty: 4916.500000
	Iteration 31F: 3 clusters Score -3787986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -53041.570312 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -53041.57 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 177 members 
Entering Unmasked Estep 
Score: -51817.066406 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -51817.07 nChanged 46
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: -51943.753906 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -51943.75 nChanged 16
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: -51997.515625 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -51997.52 nChanged 2
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: -52002.582031 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -52002.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52011.945312 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -52011.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52011.945312 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -52011.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Entering Unmasked Estep 
Score: -3839991.000000 Penalty: 2464.212891
	Iteration 0F: 2 clusters Score -3839991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3826094.500000 Penalty: 4928.425781
	Iteration 0F: 3 clusters Score -3826094 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3831103.000000 Penalty: 4928.425781
	Iteration 1F: 3 clusters Score -3831103 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3831689.250000 Penalty: 4928.425781
	Iteration 2F: 3 clusters Score -3831689 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3832249.000000 Penalty: 4928.425781
	Iteration 3F: 3 clusters Score -3832249 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3832781.250000 Penalty: 4928.425781
	Iteration 4Q: 3 clusters Score -3832781 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3833421.500000 Penalty: 4928.425781
	Iteration 5Q: 3 clusters Score -3833422 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3834037.750000 Penalty: 4928.425781
	Iteration 6F: 3 clusters Score -3834038 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3834728.000000 Penalty: 4928.425781
	Iteration 7F: 3 clusters Score -3834728 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3835369.500000 Penalty: 4928.425781
	Iteration 8F: 3 clusters Score -3835370 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3835974.750000 Penalty: 4928.425781
	Iteration 9Q: 3 clusters Score -3835975 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3836495.250000 Penalty: 4928.425781
	Iteration 10Q: 3 clusters Score -3836495 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3836861.750000 Penalty: 4928.425781
	Iteration 11Q: 3 clusters Score -3836862 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3837074.250000 Penalty: 4928.425781
	Iteration 12Q: 3 clusters Score -3837074 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3837247.250000 Penalty: 4928.425781
	Iteration 13Q: 3 clusters Score -3837247 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3837411.250000 Penalty: 4928.425781
	Iteration 14Q: 3 clusters Score -3837411 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3837580.750000 Penalty: 4928.425781
	Iteration 15Q: 3 clusters Score -3837581 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3837723.250000 Penalty: 4928.425781
	Iteration 16Q: 3 clusters Score -3837723 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3837861.750000 Penalty: 4928.425781
	Iteration 17Q: 3 clusters Score -3837862 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3837982.500000 Penalty: 4928.425781
	Iteration 18Q: 3 clusters Score -3837982 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3838086.000000 Penalty: 4928.425781
	Iteration 19Q: 3 clusters Score -3838086 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3838163.500000 Penalty: 4928.425781
	Iteration 20F: 3 clusters Score -3838164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3838195.250000 Penalty: 4928.425781
	Iteration 21Q: 3 clusters Score -3838195 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3838260.250000 Penalty: 4928.425781
	Iteration 22Q: 3 clusters Score -3838260 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3838293.000000 Penalty: 4928.425781
	Iteration 23Q: 3 clusters Score -3838293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3838324.750000 Penalty: 4928.425781
	Iteration 24Q: 3 clusters Score -3838325 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3838350.750000 Penalty: 4928.425781
	Iteration 25Q: 3 clusters Score -3838351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3838376.000000 Penalty: 4928.425781
	Iteration 26Q: 3 clusters Score -3838376 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3838391.750000 Penalty: 4928.425781
	Iteration 27Q: 3 clusters Score -3838392 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3838403.750000 Penalty: 4928.425781
	Iteration 28Q: 3 clusters Score -3838404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3838406.000000 Penalty: 4928.425781
	Iteration 29Q: 3 clusters Score -3838406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3838410.500000 Penalty: 4928.425781
	Iteration 30Q: 3 clusters Score -3838410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3838423.250000 Penalty: 4928.425781
	Iteration 31Q: 3 clusters Score -3838423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3838440.750000 Penalty: 4928.425781
	Iteration 32Q: 3 clusters Score -3838441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3838441.250000 Penalty: 4928.425781
	Iteration 33Q: 3 clusters Score -3838441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3838456.250000 Penalty: 4928.425781
	Iteration 34Q: 3 clusters Score -3838456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3838457.000000 Penalty: 4928.425781
	Iteration 35Q: 3 clusters Score -3838457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3838469.500000 Penalty: 4928.425781
	Iteration 36Q: 3 clusters Score -3838470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3838479.250000 Penalty: 4928.425781
	Iteration 37Q: 3 clusters Score -3838479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3838479.500000 Penalty: 4928.425781
	Iteration 38Q: 3 clusters Score -3838480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3838477.500000 Penalty: 4928.425781
	Iteration 39Q: 3 clusters Score -3838478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3838483.500000 Penalty: 4928.425781
	Iteration 40F: 3 clusters Score -3838484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3838477.500000 Penalty: 4928.425781
	Iteration 41Q: 3 clusters Score -3838478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3838487.250000 Penalty: 4928.425781
	Iteration 42Q: 3 clusters Score -3838487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3838504.000000 Penalty: 4928.425781
	Iteration 43Q: 3 clusters Score -3838504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3838513.750000 Penalty: 4928.425781
	Iteration 44Q: 3 clusters Score -3838514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3838529.000000 Penalty: 4928.425781
	Iteration 45Q: 3 clusters Score -3838529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3838526.500000 Penalty: 4928.425781
	Iteration 46Q: 3 clusters Score -3838526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3838530.750000 Penalty: 4928.425781
	Iteration 47Q: 3 clusters Score -3838531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3838541.250000 Penalty: 4928.425781
	Iteration 48Q: 3 clusters Score -3838541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3838542.750000 Penalty: 4928.425781
	Iteration 49Q: 3 clusters Score -3838543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3838553.000000 Penalty: 4928.425781
	Iteration 50Q: 3 clusters Score -3838553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3838554.500000 Penalty: 4928.425781
	Iteration 51Q: 3 clusters Score -3838554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3838546.000000 Penalty: 4928.425781
	Iteration 52Q: 3 clusters Score -3838546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3838548.250000 Penalty: 4928.425781
	Iteration 53Q: 3 clusters Score -3838548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3838557.250000 Penalty: 4928.425781
	Iteration 54Q: 3 clusters Score -3838557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3838565.000000 Penalty: 4928.425781
	Iteration 55Q: 3 clusters Score -3838565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3838564.000000 Penalty: 4928.425781
	Iteration 56Q: 3 clusters Score -3838564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3838570.000000 Penalty: 4928.425781
	Iteration 57Q: 3 clusters Score -3838570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3838572.000000 Penalty: 4928.425781
	Iteration 58Q: 3 clusters Score -3838572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3838571.250000 Penalty: 4928.425781
	Iteration 59Q: 3 clusters Score -3838571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3838580.500000 Penalty: 4928.425781
	Iteration 60F: 3 clusters Score -3838580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3838582.500000 Penalty: 4928.425781
	Iteration 61Q: 3 clusters Score -3838582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3838583.000000 Penalty: 4928.425781
	Iteration 62Q: 3 clusters Score -3838583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3838590.250000 Penalty: 4928.425781
	Iteration 63Q: 3 clusters Score -3838590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3838594.750000 Penalty: 4928.425781
	Iteration 64Q: 3 clusters Score -3838595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3838606.000000 Penalty: 4928.425781
	Iteration 65Q: 3 clusters Score -3838606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3838620.000000 Penalty: 4928.425781
	Iteration 66Q: 3 clusters Score -3838620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3838629.000000 Penalty: 4928.425781
	Iteration 67Q: 3 clusters Score -3838629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3838629.250000 Penalty: 4928.425781
	Iteration 68Q: 3 clusters Score -3838629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3838625.250000 Penalty: 4928.425781
	Iteration 69Q: 3 clusters Score -3838625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3838626.750000 Penalty: 4928.425781
	Iteration 70Q: 3 clusters Score -3838627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3838621.500000 Penalty: 4928.425781
	Iteration 71Q: 3 clusters Score -3838622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3838616.250000 Penalty: 4928.425781
	Iteration 72Q: 3 clusters Score -3838616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3838622.000000 Penalty: 4928.425781
	Iteration 73Q: 3 clusters Score -3838622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3838622.500000 Penalty: 4928.425781
	Iteration 74Q: 3 clusters Score -3838622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3838621.750000 Penalty: 4928.425781
	Iteration 75Q: 3 clusters Score -3838622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3838623.000000 Penalty: 4928.425781
	Iteration 76Q: 3 clusters Score -3838623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3838627.500000 Penalty: 4928.425781
	Iteration 77Q: 3 clusters Score -3838628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -3838632.000000 Penalty: 4928.425781
	Iteration 78Q: 3 clusters Score -3838632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3838635.750000 Penalty: 4928.425781
	Iteration 79Q: 3 clusters Score -3838636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3838638.000000 Penalty: 4928.425781
	Iteration 80F: 3 clusters Score -3838638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3838634.750000 Penalty: 4928.425781
	Iteration 81Q: 3 clusters Score -3838635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3838637.750000 Penalty: 4928.425781
	Iteration 82Q: 3 clusters Score -3838638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3838637.500000 Penalty: 4928.425781
	Iteration 83Q: 3 clusters Score -3838638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3838641.750000 Penalty: 4928.425781
	Iteration 84Q: 3 clusters Score -3838642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3838652.750000 Penalty: 4928.425781
	Iteration 85Q: 3 clusters Score -3838653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3838663.250000 Penalty: 4928.425781
	Iteration 86Q: 3 clusters Score -3838663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3838653.000000 Penalty: 4928.425781
	Iteration 87Q: 3 clusters Score -3838653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3838659.000000 Penalty: 4928.425781
	Iteration 88Q: 3 clusters Score -3838659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3838658.250000 Penalty: 4928.425781
	Iteration 89Q: 3 clusters Score -3838658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3838665.500000 Penalty: 4928.425781
	Iteration 90Q: 3 clusters Score -3838666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3838659.000000 Penalty: 4928.425781
	Iteration 91Q: 3 clusters Score -3838659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3838667.250000 Penalty: 4928.425781
	Iteration 92Q: 3 clusters Score -3838667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3838662.250000 Penalty: 4928.425781
	Iteration 93Q: 3 clusters Score -3838662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3838674.250000 Penalty: 4928.425781
	Iteration 94Q: 3 clusters Score -3838674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3838663.250000 Penalty: 4928.425781
	Iteration 95Q: 3 clusters Score -3838663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3838669.750000 Penalty: 4928.425781
	Iteration 96Q: 3 clusters Score -3838670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3838676.500000 Penalty: 4928.425781
	Iteration 97Q: 3 clusters Score -3838676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3838679.000000 Penalty: 4928.425781
	Iteration 98Q: 3 clusters Score -3838679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3838676.750000 Penalty: 4928.425781
	Iteration 99Q: 3 clusters Score -3838677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3838666.500000 Penalty: 4928.425781
	Iteration 100F: 3 clusters Score -3838666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3838672.500000 Penalty: 4928.425781
	Iteration 101Q: 3 clusters Score -3838672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3838676.000000 Penalty: 4928.425781
	Iteration 102Q: 3 clusters Score -3838676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3838668.250000 Penalty: 4928.425781
	Iteration 103Q: 3 clusters Score -3838668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3838678.500000 Penalty: 4928.425781
	Iteration 104Q: 3 clusters Score -3838678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3838683.000000 Penalty: 4928.425781
	Iteration 105Q: 3 clusters Score -3838683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3838684.750000 Penalty: 4928.425781
	Iteration 106Q: 3 clusters Score -3838685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3838688.250000 Penalty: 4928.425781
	Iteration 107Q: 3 clusters Score -3838688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3838683.000000 Penalty: 4928.425781
	Iteration 108Q: 3 clusters Score -3838683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3838684.750000 Penalty: 4928.425781
	Iteration 109Q: 3 clusters Score -3838685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3838682.500000 Penalty: 4928.425781
	Iteration 110Q: 3 clusters Score -3838682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3838688.250000 Penalty: 4928.425781
	Iteration 111Q: 3 clusters Score -3838688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3838685.750000 Penalty: 4928.425781
	Iteration 112Q: 3 clusters Score -3838686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3838686.500000 Penalty: 4928.425781
	Iteration 113Q: 3 clusters Score -3838686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3838686.750000 Penalty: 4928.425781
	Iteration 114Q: 3 clusters Score -3838687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3838682.250000 Penalty: 4928.425781
	Iteration 115Q: 3 clusters Score -3838682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3838688.250000 Penalty: 4928.425781
	Iteration 116Q: 3 clusters Score -3838688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3838684.750000 Penalty: 4928.425781
	Iteration 117Q: 3 clusters Score -3838685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3838690.000000 Penalty: 4928.425781
	Iteration 118Q: 3 clusters Score -3838690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3838687.750000 Penalty: 4928.425781
	Iteration 119Q: 3 clusters Score -3838688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3838687.000000 Penalty: 4928.425781
	Iteration 120F: 3 clusters Score -3838687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3838689.500000 Penalty: 4928.425781
	Iteration 121Q: 3 clusters Score -3838690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3838684.500000 Penalty: 4928.425781
	Iteration 122Q: 3 clusters Score -3838684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3838691.750000 Penalty: 4928.425781
	Iteration 123Q: 3 clusters Score -3838692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3838691.500000 Penalty: 4928.425781
	Iteration 124Q: 3 clusters Score -3838692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3838694.250000 Penalty: 4928.425781
	Iteration 125Q: 3 clusters Score -3838694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3838692.000000 Penalty: 4928.425781
	Iteration 126Q: 3 clusters Score -3838692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3838698.000000 Penalty: 4928.425781
	Iteration 127Q: 3 clusters Score -3838698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3838693.750000 Penalty: 4928.425781
	Iteration 128Q: 3 clusters Score -3838694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3838690.250000 Penalty: 4928.425781
	Iteration 129Q: 3 clusters Score -3838690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3838689.750000 Penalty: 4928.425781
	Iteration 130Q: 3 clusters Score -3838690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3838689.250000 Penalty: 4928.425781
	Iteration 131Q: 3 clusters Score -3838689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3838686.750000 Penalty: 4928.425781
	Iteration 132Q: 3 clusters Score -3838687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -3838689.000000 Penalty: 4928.425781
	Iteration 133Q: 3 clusters Score -3838689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3838688.750000 Penalty: 4928.425781
	Iteration 134Q: 3 clusters Score -3838689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3838689.250000 Penalty: 4928.425781
	Iteration 135Q: 3 clusters Score -3838689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3838695.500000 Penalty: 4928.425781
	Iteration 136Q: 3 clusters Score -3838696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3838693.000000 Penalty: 4928.425781
	Iteration 137Q: 3 clusters Score -3838693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3838695.500000 Penalty: 4928.425781
	Iteration 138Q: 3 clusters Score -3838696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3838695.500000 Penalty: 4928.425781
	Iteration 139F: 3 clusters Score -3838696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Entering Unmasked Estep 
Score: -3829198.000000 Penalty: 2446.005615
	Iteration 0F: 2 clusters Score -3829198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3817760.500000 Penalty: 4892.011230
	Iteration 0F: 3 clusters Score -3817760 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3822209.750000 Penalty: 4892.011230
	Iteration 1F: 3 clusters Score -3822210 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3822513.250000 Penalty: 4892.011230
	Iteration 2Q: 3 clusters Score -3822513 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3822752.750000 Penalty: 4892.011230
	Iteration 3Q: 3 clusters Score -3822753 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3822922.500000 Penalty: 4892.011230
	Iteration 4Q: 3 clusters Score -3822922 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3823066.500000 Penalty: 4892.011230
	Iteration 5Q: 3 clusters Score -3823066 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3823187.250000 Penalty: 4892.011230
	Iteration 6Q: 3 clusters Score -3823187 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3823250.750000 Penalty: 4892.011230
	Iteration 7Q: 3 clusters Score -3823251 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3823315.500000 Penalty: 4892.011230
	Iteration 8Q: 3 clusters Score -3823316 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3823378.250000 Penalty: 4892.011230
	Iteration 9Q: 3 clusters Score -3823378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3823419.500000 Penalty: 4892.011230
	Iteration 10Q: 3 clusters Score -3823420 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3823452.750000 Penalty: 4892.011230
	Iteration 11Q: 3 clusters Score -3823453 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3823503.250000 Penalty: 4892.011230
	Iteration 12Q: 3 clusters Score -3823503 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3823534.500000 Penalty: 4892.011230
	Iteration 13Q: 3 clusters Score -3823534 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3823570.500000 Penalty: 4892.011230
	Iteration 14Q: 3 clusters Score -3823570 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3823615.250000 Penalty: 4892.011230
	Iteration 15Q: 3 clusters Score -3823615 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3823678.250000 Penalty: 4892.011230
	Iteration 16Q: 3 clusters Score -3823678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3823756.500000 Penalty: 4892.011230
	Iteration 17Q: 3 clusters Score -3823756 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3823860.000000 Penalty: 4892.011230
	Iteration 18Q: 3 clusters Score -3823860 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3824012.500000 Penalty: 4892.011230
	Iteration 19Q: 3 clusters Score -3824012 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3824243.500000 Penalty: 4892.011230
	Iteration 20F: 3 clusters Score -3824244 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -3824515.250000 Penalty: 4892.011230
	Iteration 21Q: 3 clusters Score -3824515 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3824906.250000 Penalty: 4892.011230
	Iteration 22Q: 3 clusters Score -3824906 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3825342.750000 Penalty: 4892.011230
	Iteration 23Q: 3 clusters Score -3825343 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3825735.250000 Penalty: 4892.011230
	Iteration 24Q: 3 clusters Score -3825735 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3825972.250000 Penalty: 4892.011230
	Iteration 25Q: 3 clusters Score -3825972 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3826118.250000 Penalty: 4892.011230
	Iteration 26Q: 3 clusters Score -3826118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3826202.500000 Penalty: 4892.011230
	Iteration 27Q: 3 clusters Score -3826202 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3826253.500000 Penalty: 4892.011230
	Iteration 28Q: 3 clusters Score -3826254 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3826316.250000 Penalty: 4892.011230
	Iteration 29Q: 3 clusters Score -3826316 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3826387.250000 Penalty: 4892.011230
	Iteration 30Q: 3 clusters Score -3826387 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3826451.250000 Penalty: 4892.011230
	Iteration 31Q: 3 clusters Score -3826451 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3826540.750000 Penalty: 4892.011230
	Iteration 32Q: 3 clusters Score -3826541 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3826600.750000 Penalty: 4892.011230
	Iteration 33Q: 3 clusters Score -3826601 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3826702.750000 Penalty: 4892.011230
	Iteration 34Q: 3 clusters Score -3826703 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3826844.000000 Penalty: 4892.011230
	Iteration 35Q: 3 clusters Score -3826844 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3827000.000000 Penalty: 4892.011230
	Iteration 36Q: 3 clusters Score -3827000 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3827131.000000 Penalty: 4892.011230
	Iteration 37Q: 3 clusters Score -3827131 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3827220.500000 Penalty: 4892.011230
	Iteration 38Q: 3 clusters Score -3827220 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3827434.250000 Penalty: 4892.011230
	Iteration 39Q: 3 clusters Score -3827434 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3827645.750000 Penalty: 4892.011230
	Iteration 40F: 3 clusters Score -3827646 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3827746.000000 Penalty: 4892.011230
	Iteration 41Q: 3 clusters Score -3827746 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3827819.250000 Penalty: 4892.011230
	Iteration 42Q: 3 clusters Score -3827819 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3827850.500000 Penalty: 4892.011230
	Iteration 43Q: 3 clusters Score -3827850 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3827863.000000 Penalty: 4892.011230
	Iteration 44Q: 3 clusters Score -3827863 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3827909.750000 Penalty: 4892.011230
	Iteration 45Q: 3 clusters Score -3827910 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3827879.250000 Penalty: 4892.011230
	Iteration 46Q: 3 clusters Score -3827879 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3827888.000000 Penalty: 4892.011230
	Iteration 47Q: 3 clusters Score -3827888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3827881.250000 Penalty: 4892.011230
	Iteration 48Q: 3 clusters Score -3827881 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3827828.500000 Penalty: 4892.011230
	Iteration 49Q: 3 clusters Score -3827828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3827800.500000 Penalty: 4892.011230
	Iteration 50Q: 3 clusters Score -3827800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3827775.250000 Penalty: 4892.011230
	Iteration 51Q: 3 clusters Score -3827775 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3827732.750000 Penalty: 4892.011230
	Iteration 52Q: 3 clusters Score -3827733 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3827722.500000 Penalty: 4892.011230
	Iteration 53Q: 3 clusters Score -3827722 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3827700.500000 Penalty: 4892.011230
	Iteration 54Q: 3 clusters Score -3827700 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3827710.500000 Penalty: 4892.011230
	Iteration 55Q: 3 clusters Score -3827710 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3827696.750000 Penalty: 4892.011230
	Iteration 56Q: 3 clusters Score -3827697 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3827683.750000 Penalty: 4892.011230
	Iteration 57Q: 3 clusters Score -3827684 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3827693.000000 Penalty: 4892.011230
	Iteration 58Q: 3 clusters Score -3827693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3827708.250000 Penalty: 4892.011230
	Iteration 59Q: 3 clusters Score -3827708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3827793.000000 Penalty: 4892.011230
	Iteration 60F: 3 clusters Score -3827793 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3827806.250000 Penalty: 4892.011230
	Iteration 61Q: 3 clusters Score -3827806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3827785.750000 Penalty: 4892.011230
	Iteration 62Q: 3 clusters Score -3827786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3827786.500000 Penalty: 4892.011230
	Iteration 63Q: 3 clusters Score -3827786 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3827809.500000 Penalty: 4892.011230
	Iteration 64Q: 3 clusters Score -3827810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3827816.500000 Penalty: 4892.011230
	Iteration 65Q: 3 clusters Score -3827816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3827857.250000 Penalty: 4892.011230
	Iteration 66Q: 3 clusters Score -3827857 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3827911.500000 Penalty: 4892.011230
	Iteration 67Q: 3 clusters Score -3827912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3827907.500000 Penalty: 4892.011230
	Iteration 68Q: 3 clusters Score -3827908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3827897.000000 Penalty: 4892.011230
	Iteration 69Q: 3 clusters Score -3827897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3827921.500000 Penalty: 4892.011230
	Iteration 70Q: 3 clusters Score -3827922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3827933.000000 Penalty: 4892.011230
	Iteration 71Q: 3 clusters Score -3827933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3827954.250000 Penalty: 4892.011230
	Iteration 72Q: 3 clusters Score -3827954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3827964.250000 Penalty: 4892.011230
	Iteration 73Q: 3 clusters Score -3827964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3827965.000000 Penalty: 4892.011230
	Iteration 74Q: 3 clusters Score -3827965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3827968.500000 Penalty: 4892.011230
	Iteration 75Q: 3 clusters Score -3827968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3827960.500000 Penalty: 4892.011230
	Iteration 76Q: 3 clusters Score -3827960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3827964.000000 Penalty: 4892.011230
	Iteration 77Q: 3 clusters Score -3827964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3827967.500000 Penalty: 4892.011230
	Iteration 78Q: 3 clusters Score -3827968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3827972.000000 Penalty: 4892.011230
	Iteration 79Q: 3 clusters Score -3827972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3827976.500000 Penalty: 4892.011230
	Iteration 80F: 3 clusters Score -3827976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3827974.500000 Penalty: 4892.011230
	Iteration 81Q: 3 clusters Score -3827974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3827969.250000 Penalty: 4892.011230
	Iteration 82Q: 3 clusters Score -3827969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3827959.500000 Penalty: 4892.011230
	Iteration 83Q: 3 clusters Score -3827960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3827961.750000 Penalty: 4892.011230
	Iteration 84Q: 3 clusters Score -3827962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3827959.750000 Penalty: 4892.011230
	Iteration 85Q: 3 clusters Score -3827960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3827960.250000 Penalty: 4892.011230
	Iteration 86Q: 3 clusters Score -3827960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3827957.500000 Penalty: 4892.011230
	Iteration 87Q: 3 clusters Score -3827958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3827966.500000 Penalty: 4892.011230
	Iteration 88Q: 3 clusters Score -3827966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3827974.750000 Penalty: 4892.011230
	Iteration 89Q: 3 clusters Score -3827975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3827971.000000 Penalty: 4892.011230
	Iteration 90Q: 3 clusters Score -3827971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3827968.250000 Penalty: 4892.011230
	Iteration 91Q: 3 clusters Score -3827968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3827966.500000 Penalty: 4892.011230
	Iteration 92Q: 3 clusters Score -3827966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3827968.750000 Penalty: 4892.011230
	Iteration 93Q: 3 clusters Score -3827969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3827969.250000 Penalty: 4892.011230
	Iteration 94Q: 3 clusters Score -3827969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3827965.250000 Penalty: 4892.011230
	Iteration 95Q: 3 clusters Score -3827965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3827965.250000 Penalty: 4892.011230
	Iteration 96Q: 3 clusters Score -3827965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3827958.500000 Penalty: 4892.011230
	Iteration 97Q: 3 clusters Score -3827958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3827962.000000 Penalty: 4892.011230
	Iteration 98Q: 3 clusters Score -3827962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3827962.000000 Penalty: 4892.011230
	Iteration 99F: 3 clusters Score -3827962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -148723.078125 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -148723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146876.031250 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -146876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147145.078125 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -147145.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -147296.156250 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -147296.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147401.843750 Penalty: 3361.712646
	Iteration 3F: 3 clusters Score -147401.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -147520.218750 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -147520.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -147692.703125 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -147692.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -147796.953125 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -147797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147857.562500 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -147857.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -147888.953125 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -147889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -147913.109375 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -147913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147933.234375 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -147933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147940.078125 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -147940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -147948.031250 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -147948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147954.312500 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -147954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -147956.406250 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -147956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -147959.359375 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -147959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -147959.984375 Penalty: 3361.712646
	Iteration 16Q: 3 clusters Score -147960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -147960.765625 Penalty: 3361.712646
	Iteration 17Q: 3 clusters Score -147960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147963.265625 Penalty: 3361.712646
	Iteration 18Q: 3 clusters Score -147963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -147963.265625 Penalty: 3361.712646
	Iteration 19F: 3 clusters Score -147963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Entering Unmasked Estep 
Score: -3793281.000000 Penalty: 2460.001465
	Iteration 0F: 2 clusters Score -3793281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3779533.500000 Penalty: 4920.002930
	Iteration 0F: 3 clusters Score -3779534 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3784706.750000 Penalty: 4920.002930
	Iteration 1F: 3 clusters Score -3784707 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3785373.000000 Penalty: 4920.002930
	Iteration 2F: 3 clusters Score -3785373 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3786115.000000 Penalty: 4920.002930
	Iteration 3F: 3 clusters Score -3786115 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3786817.000000 Penalty: 4920.002930
	Iteration 4F: 3 clusters Score -3786817 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3787501.500000 Penalty: 4920.002930
	Iteration 5Q: 3 clusters Score -3787502 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3788163.250000 Penalty: 4920.002930
	Iteration 6Q: 3 clusters Score -3788163 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3788796.750000 Penalty: 4920.002930
	Iteration 7Q: 3 clusters Score -3788797 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3789322.500000 Penalty: 4920.002930
	Iteration 8Q: 3 clusters Score -3789322 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3789737.000000 Penalty: 4920.002930
	Iteration 9Q: 3 clusters Score -3789737 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3790091.750000 Penalty: 4920.002930
	Iteration 10Q: 3 clusters Score -3790092 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3790341.250000 Penalty: 4920.002930
	Iteration 11Q: 3 clusters Score -3790341 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3790532.250000 Penalty: 4920.002930
	Iteration 12Q: 3 clusters Score -3790532 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3790641.000000 Penalty: 4920.002930
	Iteration 13Q: 3 clusters Score -3790641 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3790719.000000 Penalty: 4920.002930
	Iteration 14Q: 3 clusters Score -3790719 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3790759.750000 Penalty: 4920.002930
	Iteration 15Q: 3 clusters Score -3790760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3790808.250000 Penalty: 4920.002930
	Iteration 16Q: 3 clusters Score -3790808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3790841.750000 Penalty: 4920.002930
	Iteration 17Q: 3 clusters Score -3790842 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3790853.250000 Penalty: 4920.002930
	Iteration 18Q: 3 clusters Score -3790853 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3790906.250000 Penalty: 4920.002930
	Iteration 19Q: 3 clusters Score -3790906 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3790936.250000 Penalty: 4920.002930
	Iteration 20F: 3 clusters Score -3790936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3790946.750000 Penalty: 4920.002930
	Iteration 21Q: 3 clusters Score -3790947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3790962.750000 Penalty: 4920.002930
	Iteration 22Q: 3 clusters Score -3790963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3790982.750000 Penalty: 4920.002930
	Iteration 23Q: 3 clusters Score -3790983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3791009.000000 Penalty: 4920.002930
	Iteration 24Q: 3 clusters Score -3791009 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3791046.250000 Penalty: 4920.002930
	Iteration 25Q: 3 clusters Score -3791046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3791063.250000 Penalty: 4920.002930
	Iteration 26Q: 3 clusters Score -3791063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3791068.250000 Penalty: 4920.002930
	Iteration 27Q: 3 clusters Score -3791068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3791087.500000 Penalty: 4920.002930
	Iteration 28Q: 3 clusters Score -3791088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3791107.250000 Penalty: 4920.002930
	Iteration 29Q: 3 clusters Score -3791107 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3791108.750000 Penalty: 4920.002930
	Iteration 30Q: 3 clusters Score -3791109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3791127.750000 Penalty: 4920.002930
	Iteration 31Q: 3 clusters Score -3791128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3791137.750000 Penalty: 4920.002930
	Iteration 32Q: 3 clusters Score -3791138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3791146.250000 Penalty: 4920.002930
	Iteration 33Q: 3 clusters Score -3791146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3791163.000000 Penalty: 4920.002930
	Iteration 34Q: 3 clusters Score -3791163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3791164.250000 Penalty: 4920.002930
	Iteration 35Q: 3 clusters Score -3791164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -3791173.000000 Penalty: 4920.002930
	Iteration 36Q: 3 clusters Score -3791173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3791194.250000 Penalty: 4920.002930
	Iteration 37Q: 3 clusters Score -3791194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3791199.250000 Penalty: 4920.002930
	Iteration 38Q: 3 clusters Score -3791199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3791216.000000 Penalty: 4920.002930
	Iteration 39Q: 3 clusters Score -3791216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3791232.750000 Penalty: 4920.002930
	Iteration 40F: 3 clusters Score -3791233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3791245.000000 Penalty: 4920.002930
	Iteration 41Q: 3 clusters Score -3791245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3791255.750000 Penalty: 4920.002930
	Iteration 42Q: 3 clusters Score -3791256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3791270.250000 Penalty: 4920.002930
	Iteration 43Q: 3 clusters Score -3791270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3791282.750000 Penalty: 4920.002930
	Iteration 44Q: 3 clusters Score -3791283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3791315.750000 Penalty: 4920.002930
	Iteration 45Q: 3 clusters Score -3791316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3791345.000000 Penalty: 4920.002930
	Iteration 46Q: 3 clusters Score -3791345 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3791366.750000 Penalty: 4920.002930
	Iteration 47Q: 3 clusters Score -3791367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3791372.750000 Penalty: 4920.002930
	Iteration 48Q: 3 clusters Score -3791373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3791373.500000 Penalty: 4920.002930
	Iteration 49Q: 3 clusters Score -3791374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3791380.000000 Penalty: 4920.002930
	Iteration 50Q: 3 clusters Score -3791380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3791382.250000 Penalty: 4920.002930
	Iteration 51Q: 3 clusters Score -3791382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3791381.250000 Penalty: 4920.002930
	Iteration 52Q: 3 clusters Score -3791381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3791384.500000 Penalty: 4920.002930
	Iteration 53Q: 3 clusters Score -3791384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3791390.000000 Penalty: 4920.002930
	Iteration 54Q: 3 clusters Score -3791390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3791385.500000 Penalty: 4920.002930
	Iteration 55Q: 3 clusters Score -3791386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3791388.750000 Penalty: 4920.002930
	Iteration 56Q: 3 clusters Score -3791389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3791387.500000 Penalty: 4920.002930
	Iteration 57Q: 3 clusters Score -3791388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3791392.000000 Penalty: 4920.002930
	Iteration 58Q: 3 clusters Score -3791392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3791388.250000 Penalty: 4920.002930
	Iteration 59Q: 3 clusters Score -3791388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3791389.000000 Penalty: 4920.002930
	Iteration 60F: 3 clusters Score -3791389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3791388.000000 Penalty: 4920.002930
	Iteration 61Q: 3 clusters Score -3791388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3791390.000000 Penalty: 4920.002930
	Iteration 62Q: 3 clusters Score -3791390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3791390.000000 Penalty: 4920.002930
	Iteration 63F: 3 clusters Score -3791390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Entering Unmasked Estep 
Score: -2010434.875000 Penalty: 2287.318604
	Iteration 0F: 2 clusters Score -2010435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2002671.625000 Penalty: 4574.637207
	Iteration 0F: 3 clusters Score -2002672 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2004967.875000 Penalty: 4574.637207
	Iteration 1F: 3 clusters Score -2004968 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2005237.875000 Penalty: 4574.637207
	Iteration 2F: 3 clusters Score -2005238 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2005441.500000 Penalty: 4574.637207
	Iteration 3Q: 3 clusters Score -2005442 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2005594.375000 Penalty: 4574.637207
	Iteration 4Q: 3 clusters Score -2005594 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2005729.750000 Penalty: 4574.637207
	Iteration 5Q: 3 clusters Score -2005730 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2005850.625000 Penalty: 4574.637207
	Iteration 6Q: 3 clusters Score -2005851 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2005977.375000 Penalty: 4574.637207
	Iteration 7Q: 3 clusters Score -2005977 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2006120.625000 Penalty: 4574.637207
	Iteration 8Q: 3 clusters Score -2006121 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2006294.625000 Penalty: 4574.637207
	Iteration 9Q: 3 clusters Score -2006295 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2006498.000000 Penalty: 4574.637207
	Iteration 10Q: 3 clusters Score -2006498 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2006700.500000 Penalty: 4574.637207
	Iteration 11Q: 3 clusters Score -2006700 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2006900.125000 Penalty: 4574.637207
	Iteration 12Q: 3 clusters Score -2006900 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2007084.750000 Penalty: 4574.637207
	Iteration 13Q: 3 clusters Score -2007085 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2007281.250000 Penalty: 4574.637207
	Iteration 14Q: 3 clusters Score -2007281 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2007439.875000 Penalty: 4574.637207
	Iteration 15Q: 3 clusters Score -2007440 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2007555.875000 Penalty: 4574.637207
	Iteration 16Q: 3 clusters Score -2007556 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2007648.250000 Penalty: 4574.637207
	Iteration 17Q: 3 clusters Score -2007648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2007705.625000 Penalty: 4574.637207
	Iteration 18Q: 3 clusters Score -2007706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2007755.125000 Penalty: 4574.637207
	Iteration 19Q: 3 clusters Score -2007755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2007796.125000 Penalty: 4574.637207
	Iteration 20F: 3 clusters Score -2007796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2007825.250000 Penalty: 4574.637207
	Iteration 21Q: 3 clusters Score -2007825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2007844.875000 Penalty: 4574.637207
	Iteration 22Q: 3 clusters Score -2007845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2007863.875000 Penalty: 4574.637207
	Iteration 23Q: 3 clusters Score -2007864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2007880.000000 Penalty: 4574.637207
	Iteration 24Q: 3 clusters Score -2007880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2007888.875000 Penalty: 4574.637207
	Iteration 25Q: 3 clusters Score -2007889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2007895.875000 Penalty: 4574.637207
	Iteration 26Q: 3 clusters Score -2007896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2007902.250000 Penalty: 4574.637207
	Iteration 27Q: 3 clusters Score -2007902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2007904.500000 Penalty: 4574.637207
	Iteration 28Q: 3 clusters Score -2007904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2007908.375000 Penalty: 4574.637207
	Iteration 29Q: 3 clusters Score -2007908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2007916.500000 Penalty: 4574.637207
	Iteration 30Q: 3 clusters Score -2007916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2007918.875000 Penalty: 4574.637207
	Iteration 31Q: 3 clusters Score -2007919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2007921.625000 Penalty: 4574.637207
	Iteration 32Q: 3 clusters Score -2007922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2007924.000000 Penalty: 4574.637207
	Iteration 33Q: 3 clusters Score -2007924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2007927.500000 Penalty: 4574.637207
	Iteration 34Q: 3 clusters Score -2007928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2007928.250000 Penalty: 4574.637207
	Iteration 35Q: 3 clusters Score -2007928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2007935.500000 Penalty: 4574.637207
	Iteration 36Q: 3 clusters Score -2007936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2007939.375000 Penalty: 4574.637207
	Iteration 37Q: 3 clusters Score -2007939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2007937.250000 Penalty: 4574.637207
	Iteration 38Q: 3 clusters Score -2007937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2007939.250000 Penalty: 4574.637207
	Iteration 39Q: 3 clusters Score -2007939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2007944.125000 Penalty: 4574.637207
	Iteration 40F: 3 clusters Score -2007944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2007945.875000 Penalty: 4574.637207
	Iteration 41Q: 3 clusters Score -2007946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2007946.375000 Penalty: 4574.637207
	Iteration 42Q: 3 clusters Score -2007946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2007941.000000 Penalty: 4574.637207
	Iteration 43Q: 3 clusters Score -2007941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2007945.500000 Penalty: 4574.637207
	Iteration 44Q: 3 clusters Score -2007946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2007946.000000 Penalty: 4574.637207
	Iteration 45Q: 3 clusters Score -2007946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2007949.500000 Penalty: 4574.637207
	Iteration 46Q: 3 clusters Score -2007950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2007951.750000 Penalty: 4574.637207
	Iteration 47Q: 3 clusters Score -2007952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2007954.625000 Penalty: 4574.637207
	Iteration 48Q: 3 clusters Score -2007955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2007960.125000 Penalty: 4574.637207
	Iteration 49Q: 3 clusters Score -2007960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2007966.000000 Penalty: 4574.637207
	Iteration 50Q: 3 clusters Score -2007966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2007963.250000 Penalty: 4574.637207
	Iteration 51Q: 3 clusters Score -2007963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2007967.375000 Penalty: 4574.637207
	Iteration 52Q: 3 clusters Score -2007967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2007973.500000 Penalty: 4574.637207
	Iteration 53Q: 3 clusters Score -2007974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2007970.375000 Penalty: 4574.637207
	Iteration 54Q: 3 clusters Score -2007970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2007975.750000 Penalty: 4574.637207
	Iteration 55Q: 3 clusters Score -2007976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2007979.875000 Penalty: 4574.637207
	Iteration 56Q: 3 clusters Score -2007980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2007980.250000 Penalty: 4574.637207
	Iteration 57Q: 3 clusters Score -2007980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2007980.375000 Penalty: 4574.637207
	Iteration 58Q: 3 clusters Score -2007980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2007982.500000 Penalty: 4574.637207
	Iteration 59Q: 3 clusters Score -2007982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2007982.000000 Penalty: 4574.637207
	Iteration 60F: 3 clusters Score -2007982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2007983.875000 Penalty: 4574.637207
	Iteration 61Q: 3 clusters Score -2007984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2007985.750000 Penalty: 4574.637207
	Iteration 62Q: 3 clusters Score -2007986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2007987.000000 Penalty: 4574.637207
	Iteration 63Q: 3 clusters Score -2007987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2007991.375000 Penalty: 4574.637207
	Iteration 64Q: 3 clusters Score -2007991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2007989.125000 Penalty: 4574.637207
	Iteration 65Q: 3 clusters Score -2007989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2007994.375000 Penalty: 4574.637207
	Iteration 66Q: 3 clusters Score -2007994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2007994.000000 Penalty: 4574.637207
	Iteration 67Q: 3 clusters Score -2007994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2007994.000000 Penalty: 4574.637207
	Iteration 68Q: 3 clusters Score -2007994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2007995.875000 Penalty: 4574.637207
	Iteration 69Q: 3 clusters Score -2007996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2007998.125000 Penalty: 4574.637207
	Iteration 70Q: 3 clusters Score -2007998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2008001.250000 Penalty: 4574.637207
	Iteration 71Q: 3 clusters Score -2008001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2008004.625000 Penalty: 4574.637207
	Iteration 72Q: 3 clusters Score -2008005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2008004.625000 Penalty: 4574.637207
	Iteration 73Q: 3 clusters Score -2008005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2008000.625000 Penalty: 4574.637207
	Iteration 74Q: 3 clusters Score -2008001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2008005.000000 Penalty: 4574.637207
	Iteration 75Q: 3 clusters Score -2008005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2008006.375000 Penalty: 4574.637207
	Iteration 76Q: 3 clusters Score -2008006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2008011.875000 Penalty: 4574.637207
	Iteration 77Q: 3 clusters Score -2008012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2008011.125000 Penalty: 4574.637207
	Iteration 78Q: 3 clusters Score -2008011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2008011.625000 Penalty: 4574.637207
	Iteration 79Q: 3 clusters Score -2008012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2008013.750000 Penalty: 4574.637207
	Iteration 80F: 3 clusters Score -2008014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2008015.375000 Penalty: 4574.637207
	Iteration 81Q: 3 clusters Score -2008015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2008016.125000 Penalty: 4574.637207
	Iteration 82Q: 3 clusters Score -2008016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2008016.125000 Penalty: 4574.637207
	Iteration 83Q: 3 clusters Score -2008016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2008015.000000 Penalty: 4574.637207
	Iteration 84Q: 3 clusters Score -2008015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2008017.750000 Penalty: 4574.637207
	Iteration 85Q: 3 clusters Score -2008018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2008014.750000 Penalty: 4574.637207
	Iteration 86Q: 3 clusters Score -2008015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2008017.125000 Penalty: 4574.637207
	Iteration 87Q: 3 clusters Score -2008017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2008015.500000 Penalty: 4574.637207
	Iteration 88Q: 3 clusters Score -2008016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2008015.500000 Penalty: 4574.637207
	Iteration 89F: 3 clusters Score -2008016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Entering Unmasked Estep 
Score: -4004146.500000 Penalty: 2471.053223
	Iteration 0F: 2 clusters Score -4004146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3990056.500000 Penalty: 4942.106445
	Iteration 0F: 3 clusters Score -3990056 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -3995116.250000 Penalty: 4942.106445
	Iteration 1F: 3 clusters Score -3995116 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3995437.500000 Penalty: 4942.106445
	Iteration 2Q: 3 clusters Score -3995438 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3995710.250000 Penalty: 4942.106445
	Iteration 3Q: 3 clusters Score -3995710 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -3995943.000000 Penalty: 4942.106445
	Iteration 4Q: 3 clusters Score -3995943 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3996149.500000 Penalty: 4942.106445
	Iteration 5Q: 3 clusters Score -3996150 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3996334.000000 Penalty: 4942.106445
	Iteration 6Q: 3 clusters Score -3996334 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3996565.750000 Penalty: 4942.106445
	Iteration 7Q: 3 clusters Score -3996566 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3996829.750000 Penalty: 4942.106445
	Iteration 8Q: 3 clusters Score -3996830 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3997149.500000 Penalty: 4942.106445
	Iteration 9Q: 3 clusters Score -3997150 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3997638.000000 Penalty: 4942.106445
	Iteration 10Q: 3 clusters Score -3997638 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3998288.500000 Penalty: 4942.106445
	Iteration 11Q: 3 clusters Score -3998288 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3999092.500000 Penalty: 4942.106445
	Iteration 12F: 3 clusters Score -3999092 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3999967.250000 Penalty: 4942.106445
	Iteration 13F: 3 clusters Score -3999967 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4000745.250000 Penalty: 4942.106445
	Iteration 14Q: 3 clusters Score -4000745 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4001219.250000 Penalty: 4942.106445
	Iteration 15Q: 3 clusters Score -4001219 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4001577.750000 Penalty: 4942.106445
	Iteration 16Q: 3 clusters Score -4001578 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4001798.000000 Penalty: 4942.106445
	Iteration 17Q: 3 clusters Score -4001798 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4001903.250000 Penalty: 4942.106445
	Iteration 18Q: 3 clusters Score -4001903 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4001968.750000 Penalty: 4942.106445
	Iteration 19Q: 3 clusters Score -4001969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4002005.750000 Penalty: 4942.106445
	Iteration 20F: 3 clusters Score -4002006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4002023.000000 Penalty: 4942.106445
	Iteration 21Q: 3 clusters Score -4002023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4002036.500000 Penalty: 4942.106445
	Iteration 22Q: 3 clusters Score -4002036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4002055.500000 Penalty: 4942.106445
	Iteration 23Q: 3 clusters Score -4002056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4002073.000000 Penalty: 4942.106445
	Iteration 24Q: 3 clusters Score -4002073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4002083.250000 Penalty: 4942.106445
	Iteration 25Q: 3 clusters Score -4002083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4002080.500000 Penalty: 4942.106445
	Iteration 26Q: 3 clusters Score -4002080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4002094.000000 Penalty: 4942.106445
	Iteration 27Q: 3 clusters Score -4002094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4002100.500000 Penalty: 4942.106445
	Iteration 28Q: 3 clusters Score -4002100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4002102.750000 Penalty: 4942.106445
	Iteration 29Q: 3 clusters Score -4002103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4002106.250000 Penalty: 4942.106445
	Iteration 30Q: 3 clusters Score -4002106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4002117.000000 Penalty: 4942.106445
	Iteration 31Q: 3 clusters Score -4002117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4002123.000000 Penalty: 4942.106445
	Iteration 32Q: 3 clusters Score -4002123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4002120.250000 Penalty: 4942.106445
	Iteration 33Q: 3 clusters Score -4002120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4002126.000000 Penalty: 4942.106445
	Iteration 34Q: 3 clusters Score -4002126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4002129.500000 Penalty: 4942.106445
	Iteration 35Q: 3 clusters Score -4002130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4002132.000000 Penalty: 4942.106445
	Iteration 36Q: 3 clusters Score -4002132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4002132.000000 Penalty: 4942.106445
	Iteration 37F: 3 clusters Score -4002132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Entering Unmasked Estep 
Score: -3595488.250000 Penalty: 2445.151855
	Iteration 0F: 2 clusters Score -3595488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3582181.000000 Penalty: 4890.303711
	Iteration 0F: 3 clusters Score -3582181 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3586582.750000 Penalty: 4890.303711
	Iteration 1F: 3 clusters Score -3586583 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3586916.500000 Penalty: 4890.303711
	Iteration 2F: 3 clusters Score -3586916 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3587250.500000 Penalty: 4890.303711
	Iteration 3Q: 3 clusters Score -3587250 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3587480.750000 Penalty: 4890.303711
	Iteration 4Q: 3 clusters Score -3587481 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3587662.750000 Penalty: 4890.303711
	Iteration 5Q: 3 clusters Score -3587663 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3587794.000000 Penalty: 4890.303711
	Iteration 6Q: 3 clusters Score -3587794 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3587912.250000 Penalty: 4890.303711
	Iteration 7Q: 3 clusters Score -3587912 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3588005.000000 Penalty: 4890.303711
	Iteration 8Q: 3 clusters Score -3588005 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3588087.500000 Penalty: 4890.303711
	Iteration 9Q: 3 clusters Score -3588088 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3588146.250000 Penalty: 4890.303711
	Iteration 10Q: 3 clusters Score -3588146 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3588217.500000 Penalty: 4890.303711
	Iteration 11Q: 3 clusters Score -3588218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3588307.250000 Penalty: 4890.303711
	Iteration 12Q: 3 clusters Score -3588307 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -3588427.000000 Penalty: 4890.303711
	Iteration 13Q: 3 clusters Score -3588427 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3588575.500000 Penalty: 4890.303711
	Iteration 14Q: 3 clusters Score -3588576 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3588730.000000 Penalty: 4890.303711
	Iteration 15Q: 3 clusters Score -3588730 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3588966.000000 Penalty: 4890.303711
	Iteration 16Q: 3 clusters Score -3588966 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3589286.250000 Penalty: 4890.303711
	Iteration 17Q: 3 clusters Score -3589286 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3589711.000000 Penalty: 4890.303711
	Iteration 18Q: 3 clusters Score -3589711 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3590247.750000 Penalty: 4890.303711
	Iteration 19Q: 3 clusters Score -3590248 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3590821.500000 Penalty: 4890.303711
	Iteration 20F: 3 clusters Score -3590822 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3591455.500000 Penalty: 4890.303711
	Iteration 21Q: 3 clusters Score -3591456 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3591972.000000 Penalty: 4890.303711
	Iteration 22Q: 3 clusters Score -3591972 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3592355.250000 Penalty: 4890.303711
	Iteration 23Q: 3 clusters Score -3592355 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3592649.250000 Penalty: 4890.303711
	Iteration 24Q: 3 clusters Score -3592649 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3592884.500000 Penalty: 4890.303711
	Iteration 25Q: 3 clusters Score -3592884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3593031.500000 Penalty: 4890.303711
	Iteration 26Q: 3 clusters Score -3593032 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3593115.000000 Penalty: 4890.303711
	Iteration 27Q: 3 clusters Score -3593115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3593202.250000 Penalty: 4890.303711
	Iteration 28Q: 3 clusters Score -3593202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3593293.500000 Penalty: 4890.303711
	Iteration 29Q: 3 clusters Score -3593294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3593341.750000 Penalty: 4890.303711
	Iteration 30Q: 3 clusters Score -3593342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3593377.500000 Penalty: 4890.303711
	Iteration 31Q: 3 clusters Score -3593378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3593410.750000 Penalty: 4890.303711
	Iteration 32Q: 3 clusters Score -3593411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3593425.250000 Penalty: 4890.303711
	Iteration 33Q: 3 clusters Score -3593425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3593430.000000 Penalty: 4890.303711
	Iteration 34Q: 3 clusters Score -3593430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3593436.750000 Penalty: 4890.303711
	Iteration 35Q: 3 clusters Score -3593437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3593451.000000 Penalty: 4890.303711
	Iteration 36Q: 3 clusters Score -3593451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3593469.500000 Penalty: 4890.303711
	Iteration 37Q: 3 clusters Score -3593470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3593477.750000 Penalty: 4890.303711
	Iteration 38Q: 3 clusters Score -3593478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3593486.000000 Penalty: 4890.303711
	Iteration 39Q: 3 clusters Score -3593486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3593486.000000 Penalty: 4890.303711
	Iteration 40F: 3 clusters Score -3593486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3593492.250000 Penalty: 4890.303711
	Iteration 41Q: 3 clusters Score -3593492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3593492.250000 Penalty: 4890.303711
	Iteration 42F: 3 clusters Score -3593492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -3629379.750000 Penalty: 2432.716797
	Iteration 0F: 2 clusters Score -3629380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3618538.250000 Penalty: 4865.433594
	Iteration 0F: 3 clusters Score -3618538 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3622755.000000 Penalty: 4865.433594
	Iteration 1F: 3 clusters Score -3622755 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3623108.250000 Penalty: 4865.433594
	Iteration 2F: 3 clusters Score -3623108 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3623399.250000 Penalty: 4865.433594
	Iteration 3Q: 3 clusters Score -3623399 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3623621.500000 Penalty: 4865.433594
	Iteration 4Q: 3 clusters Score -3623622 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3623821.500000 Penalty: 4865.433594
	Iteration 5Q: 3 clusters Score -3623822 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3623987.500000 Penalty: 4865.433594
	Iteration 6Q: 3 clusters Score -3623988 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3624126.750000 Penalty: 4865.433594
	Iteration 7Q: 3 clusters Score -3624127 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3624289.000000 Penalty: 4865.433594
	Iteration 8Q: 3 clusters Score -3624289 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3624482.750000 Penalty: 4865.433594
	Iteration 9Q: 3 clusters Score -3624483 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3624722.000000 Penalty: 4865.433594
	Iteration 10Q: 3 clusters Score -3624722 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3625038.750000 Penalty: 4865.433594
	Iteration 11Q: 3 clusters Score -3625039 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3625363.000000 Penalty: 4865.433594
	Iteration 12Q: 3 clusters Score -3625363 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3625773.250000 Penalty: 4865.433594
	Iteration 13Q: 3 clusters Score -3625773 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3626113.250000 Penalty: 4865.433594
	Iteration 14Q: 3 clusters Score -3626113 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3626327.750000 Penalty: 4865.433594
	Iteration 15Q: 3 clusters Score -3626328 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3626462.000000 Penalty: 4865.433594
	Iteration 16Q: 3 clusters Score -3626462 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3626548.500000 Penalty: 4865.433594
	Iteration 17Q: 3 clusters Score -3626548 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3626611.000000 Penalty: 4865.433594
	Iteration 18Q: 3 clusters Score -3626611 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3626695.500000 Penalty: 4865.433594
	Iteration 19Q: 3 clusters Score -3626696 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3626751.250000 Penalty: 4865.433594
	Iteration 20F: 3 clusters Score -3626751 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3626816.500000 Penalty: 4865.433594
	Iteration 21Q: 3 clusters Score -3626816 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3626875.250000 Penalty: 4865.433594
	Iteration 22Q: 3 clusters Score -3626875 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3626922.500000 Penalty: 4865.433594
	Iteration 23Q: 3 clusters Score -3626922 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3626961.750000 Penalty: 4865.433594
	Iteration 24Q: 3 clusters Score -3626962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3626984.250000 Penalty: 4865.433594
	Iteration 25Q: 3 clusters Score -3626984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3627012.000000 Penalty: 4865.433594
	Iteration 26Q: 3 clusters Score -3627012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3627047.250000 Penalty: 4865.433594
	Iteration 27Q: 3 clusters Score -3627047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3627054.750000 Penalty: 4865.433594
	Iteration 28Q: 3 clusters Score -3627055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3627077.000000 Penalty: 4865.433594
	Iteration 29Q: 3 clusters Score -3627077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3627083.750000 Penalty: 4865.433594
	Iteration 30Q: 3 clusters Score -3627084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3627097.250000 Penalty: 4865.433594
	Iteration 31Q: 3 clusters Score -3627097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3627106.250000 Penalty: 4865.433594
	Iteration 32Q: 3 clusters Score -3627106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3627117.750000 Penalty: 4865.433594
	Iteration 33Q: 3 clusters Score -3627118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3627128.500000 Penalty: 4865.433594
	Iteration 34Q: 3 clusters Score -3627128 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3627141.250000 Penalty: 4865.433594
	Iteration 35Q: 3 clusters Score -3627141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3627156.500000 Penalty: 4865.433594
	Iteration 36Q: 3 clusters Score -3627156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3627175.750000 Penalty: 4865.433594
	Iteration 37Q: 3 clusters Score -3627176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3627180.250000 Penalty: 4865.433594
	Iteration 38Q: 3 clusters Score -3627180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3627203.500000 Penalty: 4865.433594
	Iteration 39Q: 3 clusters Score -3627204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3627222.500000 Penalty: 4865.433594
	Iteration 40F: 3 clusters Score -3627222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3627241.000000 Penalty: 4865.433594
	Iteration 41Q: 3 clusters Score -3627241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3627276.750000 Penalty: 4865.433594
	Iteration 42Q: 3 clusters Score -3627277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3627289.250000 Penalty: 4865.433594
	Iteration 43Q: 3 clusters Score -3627289 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3627302.000000 Penalty: 4865.433594
	Iteration 44Q: 3 clusters Score -3627302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3627332.250000 Penalty: 4865.433594
	Iteration 45Q: 3 clusters Score -3627332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3627347.750000 Penalty: 4865.433594
	Iteration 46Q: 3 clusters Score -3627348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3627345.750000 Penalty: 4865.433594
	Iteration 47Q: 3 clusters Score -3627346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3627349.750000 Penalty: 4865.433594
	Iteration 48Q: 3 clusters Score -3627350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3627377.500000 Penalty: 4865.433594
	Iteration 49Q: 3 clusters Score -3627378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3627390.750000 Penalty: 4865.433594
	Iteration 50Q: 3 clusters Score -3627391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3627402.500000 Penalty: 4865.433594
	Iteration 51Q: 3 clusters Score -3627402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3627396.250000 Penalty: 4865.433594
	Iteration 52Q: 3 clusters Score -3627396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3627403.250000 Penalty: 4865.433594
	Iteration 53Q: 3 clusters Score -3627403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3627411.500000 Penalty: 4865.433594
	Iteration 54Q: 3 clusters Score -3627412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3627425.500000 Penalty: 4865.433594
	Iteration 55Q: 3 clusters Score -3627426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3627423.250000 Penalty: 4865.433594
	Iteration 56Q: 3 clusters Score -3627423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3627421.750000 Penalty: 4865.433594
	Iteration 57Q: 3 clusters Score -3627422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3627430.250000 Penalty: 4865.433594
	Iteration 58Q: 3 clusters Score -3627430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3627437.750000 Penalty: 4865.433594
	Iteration 59Q: 3 clusters Score -3627438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3627443.000000 Penalty: 4865.433594
	Iteration 60F: 3 clusters Score -3627443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3627446.750000 Penalty: 4865.433594
	Iteration 61Q: 3 clusters Score -3627447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3627450.000000 Penalty: 4865.433594
	Iteration 62Q: 3 clusters Score -3627450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3627450.750000 Penalty: 4865.433594
	Iteration 63Q: 3 clusters Score -3627451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3627464.000000 Penalty: 4865.433594
	Iteration 64Q: 3 clusters Score -3627464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3627465.500000 Penalty: 4865.433594
	Iteration 65Q: 3 clusters Score -3627466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3627460.750000 Penalty: 4865.433594
	Iteration 66Q: 3 clusters Score -3627461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3627458.750000 Penalty: 4865.433594
	Iteration 67Q: 3 clusters Score -3627459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3627451.500000 Penalty: 4865.433594
	Iteration 68Q: 3 clusters Score -3627452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3627454.750000 Penalty: 4865.433594
	Iteration 69Q: 3 clusters Score -3627455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3627456.750000 Penalty: 4865.433594
	Iteration 70Q: 3 clusters Score -3627457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3627452.250000 Penalty: 4865.433594
	Iteration 71Q: 3 clusters Score -3627452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3627452.000000 Penalty: 4865.433594
	Iteration 72Q: 3 clusters Score -3627452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3627458.750000 Penalty: 4865.433594
	Iteration 73Q: 3 clusters Score -3627459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3627462.500000 Penalty: 4865.433594
	Iteration 74Q: 3 clusters Score -3627462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3627460.000000 Penalty: 4865.433594
	Iteration 75Q: 3 clusters Score -3627460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -3627468.250000 Penalty: 4865.433594
	Iteration 76Q: 3 clusters Score -3627468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3627473.000000 Penalty: 4865.433594
	Iteration 77Q: 3 clusters Score -3627473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3627472.750000 Penalty: 4865.433594
	Iteration 78Q: 3 clusters Score -3627473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3627473.750000 Penalty: 4865.433594
	Iteration 79Q: 3 clusters Score -3627474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3627479.000000 Penalty: 4865.433594
	Iteration 80F: 3 clusters Score -3627479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3627476.750000 Penalty: 4865.433594
	Iteration 81Q: 3 clusters Score -3627477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3627478.000000 Penalty: 4865.433594
	Iteration 82Q: 3 clusters Score -3627478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3627482.500000 Penalty: 4865.433594
	Iteration 83Q: 3 clusters Score -3627482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3627489.000000 Penalty: 4865.433594
	Iteration 84Q: 3 clusters Score -3627489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3627487.000000 Penalty: 4865.433594
	Iteration 85Q: 3 clusters Score -3627487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3627485.250000 Penalty: 4865.433594
	Iteration 86Q: 3 clusters Score -3627485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3627485.500000 Penalty: 4865.433594
	Iteration 87Q: 3 clusters Score -3627486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3627480.000000 Penalty: 4865.433594
	Iteration 88Q: 3 clusters Score -3627480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3627487.000000 Penalty: 4865.433594
	Iteration 89Q: 3 clusters Score -3627487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3627493.000000 Penalty: 4865.433594
	Iteration 90Q: 3 clusters Score -3627493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3627487.750000 Penalty: 4865.433594
	Iteration 91Q: 3 clusters Score -3627488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3627488.750000 Penalty: 4865.433594
	Iteration 92Q: 3 clusters Score -3627489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3627488.750000 Penalty: 4865.433594
	Iteration 93Q: 3 clusters Score -3627489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3627484.250000 Penalty: 4865.433594
	Iteration 94Q: 3 clusters Score -3627484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3627491.500000 Penalty: 4865.433594
	Iteration 95Q: 3 clusters Score -3627492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3627495.500000 Penalty: 4865.433594
	Iteration 96Q: 3 clusters Score -3627496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3627501.000000 Penalty: 4865.433594
	Iteration 97Q: 3 clusters Score -3627501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3627503.750000 Penalty: 4865.433594
	Iteration 98Q: 3 clusters Score -3627504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3627498.750000 Penalty: 4865.433594
	Iteration 99Q: 3 clusters Score -3627499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3627512.000000 Penalty: 4865.433594
	Iteration 100F: 3 clusters Score -3627512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3627521.500000 Penalty: 4865.433594
	Iteration 101Q: 3 clusters Score -3627522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3627517.500000 Penalty: 4865.433594
	Iteration 102Q: 3 clusters Score -3627518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3627524.250000 Penalty: 4865.433594
	Iteration 103Q: 3 clusters Score -3627524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3627523.000000 Penalty: 4865.433594
	Iteration 104Q: 3 clusters Score -3627523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3627542.000000 Penalty: 4865.433594
	Iteration 105Q: 3 clusters Score -3627542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3627556.250000 Penalty: 4865.433594
	Iteration 106Q: 3 clusters Score -3627556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3627559.250000 Penalty: 4865.433594
	Iteration 107Q: 3 clusters Score -3627559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3627579.750000 Penalty: 4865.433594
	Iteration 108Q: 3 clusters Score -3627580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3627580.250000 Penalty: 4865.433594
	Iteration 109Q: 3 clusters Score -3627580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3627590.750000 Penalty: 4865.433594
	Iteration 110Q: 3 clusters Score -3627591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3627585.250000 Penalty: 4865.433594
	Iteration 111Q: 3 clusters Score -3627585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3627594.500000 Penalty: 4865.433594
	Iteration 112Q: 3 clusters Score -3627594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3627592.000000 Penalty: 4865.433594
	Iteration 113Q: 3 clusters Score -3627592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3627599.750000 Penalty: 4865.433594
	Iteration 114Q: 3 clusters Score -3627600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3627601.500000 Penalty: 4865.433594
	Iteration 115Q: 3 clusters Score -3627602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3627611.000000 Penalty: 4865.433594
	Iteration 116Q: 3 clusters Score -3627611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3627602.000000 Penalty: 4865.433594
	Iteration 117Q: 3 clusters Score -3627602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3627612.250000 Penalty: 4865.433594
	Iteration 118Q: 3 clusters Score -3627612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3627609.500000 Penalty: 4865.433594
	Iteration 119Q: 3 clusters Score -3627610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3627612.250000 Penalty: 4865.433594
	Iteration 120F: 3 clusters Score -3627612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3627612.500000 Penalty: 4865.433594
	Iteration 121Q: 3 clusters Score -3627612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3627605.500000 Penalty: 4865.433594
	Iteration 122Q: 3 clusters Score -3627606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3627611.500000 Penalty: 4865.433594
	Iteration 123Q: 3 clusters Score -3627612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3627615.000000 Penalty: 4865.433594
	Iteration 124Q: 3 clusters Score -3627615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3627619.750000 Penalty: 4865.433594
	Iteration 125Q: 3 clusters Score -3627620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3627623.000000 Penalty: 4865.433594
	Iteration 126Q: 3 clusters Score -3627623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3627626.500000 Penalty: 4865.433594
	Iteration 127Q: 3 clusters Score -3627626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3627626.250000 Penalty: 4865.433594
	Iteration 128Q: 3 clusters Score -3627626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3627635.000000 Penalty: 4865.433594
	Iteration 129Q: 3 clusters Score -3627635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627633.000000 Penalty: 4865.433594
	Iteration 130Q: 3 clusters Score -3627633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3627632.250000 Penalty: 4865.433594
	Iteration 131Q: 3 clusters Score -3627632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3627632.500000 Penalty: 4865.433594
	Iteration 132Q: 3 clusters Score -3627632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3627634.750000 Penalty: 4865.433594
	Iteration 133Q: 3 clusters Score -3627635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3627638.750000 Penalty: 4865.433594
	Iteration 134Q: 3 clusters Score -3627639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3627641.250000 Penalty: 4865.433594
	Iteration 135Q: 3 clusters Score -3627641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3627644.500000 Penalty: 4865.433594
	Iteration 136Q: 3 clusters Score -3627644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3627646.750000 Penalty: 4865.433594
	Iteration 137Q: 3 clusters Score -3627647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3627646.750000 Penalty: 4865.433594
	Iteration 138Q: 3 clusters Score -3627647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627639.250000 Penalty: 4865.433594
	Iteration 139Q: 3 clusters Score -3627639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627645.500000 Penalty: 4865.433594
	Iteration 140F: 3 clusters Score -3627646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627646.750000 Penalty: 4865.433594
	Iteration 141Q: 3 clusters Score -3627647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627648.000000 Penalty: 4865.433594
	Iteration 142Q: 3 clusters Score -3627648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627650.000000 Penalty: 4865.433594
	Iteration 143Q: 3 clusters Score -3627650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3627652.000000 Penalty: 4865.433594
	Iteration 144Q: 3 clusters Score -3627652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3627650.500000 Penalty: 4865.433594
	Iteration 145Q: 3 clusters Score -3627650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3627651.000000 Penalty: 4865.433594
	Iteration 146Q: 3 clusters Score -3627651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3627650.250000 Penalty: 4865.433594
	Iteration 147Q: 3 clusters Score -3627650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3627650.250000 Penalty: 4865.433594
	Iteration 148Q: 3 clusters Score -3627650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3627649.750000 Penalty: 4865.433594
	Iteration 149Q: 3 clusters Score -3627650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3627650.750000 Penalty: 4865.433594
	Iteration 150Q: 3 clusters Score -3627651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3627651.250000 Penalty: 4865.433594
	Iteration 151Q: 3 clusters Score -3627651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627648.750000 Penalty: 4865.433594
	Iteration 152Q: 3 clusters Score -3627649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627648.500000 Penalty: 4865.433594
	Iteration 153Q: 3 clusters Score -3627648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627646.750000 Penalty: 4865.433594
	Iteration 154Q: 3 clusters Score -3627647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627645.500000 Penalty: 4865.433594
	Iteration 155Q: 3 clusters Score -3627646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627645.500000 Penalty: 4865.433594
	Iteration 156Q: 3 clusters Score -3627646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3627646.750000 Penalty: 4865.433594
	Iteration 157Q: 3 clusters Score -3627647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3627645.250000 Penalty: 4865.433594
	Iteration 158Q: 3 clusters Score -3627645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3627645.000000 Penalty: 4865.433594
	Iteration 159Q: 3 clusters Score -3627645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3627648.250000 Penalty: 4865.433594
	Iteration 160F: 3 clusters Score -3627648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3627649.000000 Penalty: 4865.433594
	Iteration 161Q: 3 clusters Score -3627649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3627645.250000 Penalty: 4865.433594
	Iteration 162Q: 3 clusters Score -3627645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3627651.000000 Penalty: 4865.433594
	Iteration 163Q: 3 clusters Score -3627651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3627651.500000 Penalty: 4865.433594
	Iteration 164Q: 3 clusters Score -3627652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3627655.750000 Penalty: 4865.433594
	Iteration 165Q: 3 clusters Score -3627656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627653.250000 Penalty: 4865.433594
	Iteration 166Q: 3 clusters Score -3627653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3627654.500000 Penalty: 4865.433594
	Iteration 167Q: 3 clusters Score -3627654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3627656.000000 Penalty: 4865.433594
	Iteration 168Q: 3 clusters Score -3627656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3627652.250000 Penalty: 4865.433594
	Iteration 169Q: 3 clusters Score -3627652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3627651.250000 Penalty: 4865.433594
	Iteration 170Q: 3 clusters Score -3627651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3627657.500000 Penalty: 4865.433594
	Iteration 171Q: 3 clusters Score -3627658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3627656.750000 Penalty: 4865.433594
	Iteration 172Q: 3 clusters Score -3627657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3627653.500000 Penalty: 4865.433594
	Iteration 173Q: 3 clusters Score -3627654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3627655.750000 Penalty: 4865.433594
	Iteration 174Q: 3 clusters Score -3627656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3627658.000000 Penalty: 4865.433594
	Iteration 175Q: 3 clusters Score -3627658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627663.000000 Penalty: 4865.433594
	Iteration 176Q: 3 clusters Score -3627663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627657.000000 Penalty: 4865.433594
	Iteration 177Q: 3 clusters Score -3627657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3627660.750000 Penalty: 4865.433594
	Iteration 178Q: 3 clusters Score -3627661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3627657.250000 Penalty: 4865.433594
	Iteration 179Q: 3 clusters Score -3627657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3627651.500000 Penalty: 4865.433594
	Iteration 180F: 3 clusters Score -3627652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3627655.000000 Penalty: 4865.433594
	Iteration 181Q: 3 clusters Score -3627655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3627654.250000 Penalty: 4865.433594
	Iteration 182Q: 3 clusters Score -3627654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3627657.000000 Penalty: 4865.433594
	Iteration 183Q: 3 clusters Score -3627657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627656.500000 Penalty: 4865.433594
	Iteration 184Q: 3 clusters Score -3627656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3627659.750000 Penalty: 4865.433594
	Iteration 185Q: 3 clusters Score -3627660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3627657.250000 Penalty: 4865.433594
	Iteration 186Q: 3 clusters Score -3627657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627664.500000 Penalty: 4865.433594
	Iteration 187Q: 3 clusters Score -3627664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3627661.750000 Penalty: 4865.433594
	Iteration 188Q: 3 clusters Score -3627662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627659.250000 Penalty: 4865.433594
	Iteration 189Q: 3 clusters Score -3627659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3627660.750000 Penalty: 4865.433594
	Iteration 190Q: 3 clusters Score -3627661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3627660.000000 Penalty: 4865.433594
	Iteration 191Q: 3 clusters Score -3627660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3627661.500000 Penalty: 4865.433594
	Iteration 192Q: 3 clusters Score -3627662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627655.750000 Penalty: 4865.433594
	Iteration 193Q: 3 clusters Score -3627656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3627657.000000 Penalty: 4865.433594
	Iteration 194Q: 3 clusters Score -3627657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627658.000000 Penalty: 4865.433594
	Iteration 195Q: 3 clusters Score -3627658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3627658.000000 Penalty: 4865.433594
	Iteration 196F: 3 clusters Score -3627658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (19231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Entering Unmasked Estep 
Score: -3845477.000000 Penalty: 2446.341064
	Iteration 0F: 2 clusters Score -3845477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3834308.000000 Penalty: 4892.682129
	Iteration 0F: 3 clusters Score -3834308 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3838850.500000 Penalty: 4892.682129
	Iteration 1F: 3 clusters Score -3838850 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3839264.000000 Penalty: 4892.682129
	Iteration 2F: 3 clusters Score -3839264 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3839651.500000 Penalty: 4892.682129
	Iteration 3F: 3 clusters Score -3839652 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3839965.000000 Penalty: 4892.682129
	Iteration 4F: 3 clusters Score -3839965 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3840336.250000 Penalty: 4892.682129
	Iteration 5Q: 3 clusters Score -3840336 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3840819.500000 Penalty: 4892.682129
	Iteration 6F: 3 clusters Score -3840820 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3841348.250000 Penalty: 4892.682129
	Iteration 7Q: 3 clusters Score -3841348 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3841924.000000 Penalty: 4892.682129
	Iteration 8Q: 3 clusters Score -3841924 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3842398.000000 Penalty: 4892.682129
	Iteration 9Q: 3 clusters Score -3842398 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3842680.250000 Penalty: 4892.682129
	Iteration 10Q: 3 clusters Score -3842680 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3842870.000000 Penalty: 4892.682129
	Iteration 11Q: 3 clusters Score -3842870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3842979.500000 Penalty: 4892.682129
	Iteration 12Q: 3 clusters Score -3842980 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3843048.750000 Penalty: 4892.682129
	Iteration 13Q: 3 clusters Score -3843049 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3843134.500000 Penalty: 4892.682129
	Iteration 14Q: 3 clusters Score -3843134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3843224.500000 Penalty: 4892.682129
	Iteration 15Q: 3 clusters Score -3843224 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3843324.250000 Penalty: 4892.682129
	Iteration 16Q: 3 clusters Score -3843324 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3843438.250000 Penalty: 4892.682129
	Iteration 17Q: 3 clusters Score -3843438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3843526.500000 Penalty: 4892.682129
	Iteration 18Q: 3 clusters Score -3843526 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3843649.250000 Penalty: 4892.682129
	Iteration 19Q: 3 clusters Score -3843649 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3843767.000000 Penalty: 4892.682129
	Iteration 20F: 3 clusters Score -3843767 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3843923.000000 Penalty: 4892.682129
	Iteration 21Q: 3 clusters Score -3843923 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3843995.500000 Penalty: 4892.682129
	Iteration 22Q: 3 clusters Score -3843996 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3844121.250000 Penalty: 4892.682129
	Iteration 23Q: 3 clusters Score -3844121 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3844200.750000 Penalty: 4892.682129
	Iteration 24Q: 3 clusters Score -3844201 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3844320.000000 Penalty: 4892.682129
	Iteration 25Q: 3 clusters Score -3844320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3844371.750000 Penalty: 4892.682129
	Iteration 26Q: 3 clusters Score -3844372 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3844428.750000 Penalty: 4892.682129
	Iteration 27Q: 3 clusters Score -3844429 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3844454.250000 Penalty: 4892.682129
	Iteration 28Q: 3 clusters Score -3844454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3844484.000000 Penalty: 4892.682129
	Iteration 29Q: 3 clusters Score -3844484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3844537.250000 Penalty: 4892.682129
	Iteration 30Q: 3 clusters Score -3844537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3844548.000000 Penalty: 4892.682129
	Iteration 31Q: 3 clusters Score -3844548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3844582.500000 Penalty: 4892.682129
	Iteration 32Q: 3 clusters Score -3844582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3844597.500000 Penalty: 4892.682129
	Iteration 33Q: 3 clusters Score -3844598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3844630.000000 Penalty: 4892.682129
	Iteration 34Q: 3 clusters Score -3844630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3844601.500000 Penalty: 4892.682129
	Iteration 35Q: 3 clusters Score -3844602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3844632.250000 Penalty: 4892.682129
	Iteration 36Q: 3 clusters Score -3844632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3844640.500000 Penalty: 4892.682129
	Iteration 37Q: 3 clusters Score -3844640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3844646.500000 Penalty: 4892.682129
	Iteration 38Q: 3 clusters Score -3844646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3844656.000000 Penalty: 4892.682129
	Iteration 39Q: 3 clusters Score -3844656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3844665.250000 Penalty: 4892.682129
	Iteration 40F: 3 clusters Score -3844665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3844726.750000 Penalty: 4892.682129
	Iteration 41Q: 3 clusters Score -3844727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3844753.500000 Penalty: 4892.682129
	Iteration 42Q: 3 clusters Score -3844754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3844799.750000 Penalty: 4892.682129
	Iteration 43Q: 3 clusters Score -3844800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3844806.250000 Penalty: 4892.682129
	Iteration 44Q: 3 clusters Score -3844806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3844817.750000 Penalty: 4892.682129
	Iteration 45Q: 3 clusters Score -3844818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3844849.500000 Penalty: 4892.682129
	Iteration 46Q: 3 clusters Score -3844850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3844858.500000 Penalty: 4892.682129
	Iteration 47Q: 3 clusters Score -3844858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3844865.500000 Penalty: 4892.682129
	Iteration 48Q: 3 clusters Score -3844866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3844857.250000 Penalty: 4892.682129
	Iteration 49Q: 3 clusters Score -3844857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3844871.250000 Penalty: 4892.682129
	Iteration 50Q: 3 clusters Score -3844871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3844883.750000 Penalty: 4892.682129
	Iteration 51Q: 3 clusters Score -3844884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3844877.250000 Penalty: 4892.682129
	Iteration 52Q: 3 clusters Score -3844877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3844885.000000 Penalty: 4892.682129
	Iteration 53Q: 3 clusters Score -3844885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3844876.000000 Penalty: 4892.682129
	Iteration 54Q: 3 clusters Score -3844876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3844878.500000 Penalty: 4892.682129
	Iteration 55Q: 3 clusters Score -3844878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3844886.500000 Penalty: 4892.682129
	Iteration 56Q: 3 clusters Score -3844886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3844897.000000 Penalty: 4892.682129
	Iteration 57Q: 3 clusters Score -3844897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3844932.000000 Penalty: 4892.682129
	Iteration 58Q: 3 clusters Score -3844932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3844952.750000 Penalty: 4892.682129
	Iteration 59Q: 3 clusters Score -3844953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3844959.000000 Penalty: 4892.682129
	Iteration 60F: 3 clusters Score -3844959 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3844972.000000 Penalty: 4892.682129
	Iteration 61Q: 3 clusters Score -3844972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3844972.000000 Penalty: 4892.682129
	Iteration 62Q: 3 clusters Score -3844972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3844982.250000 Penalty: 4892.682129
	Iteration 63Q: 3 clusters Score -3844982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3844980.000000 Penalty: 4892.682129
	Iteration 64Q: 3 clusters Score -3844980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3844982.000000 Penalty: 4892.682129
	Iteration 65Q: 3 clusters Score -3844982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3844988.500000 Penalty: 4892.682129
	Iteration 66Q: 3 clusters Score -3844988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3844985.500000 Penalty: 4892.682129
	Iteration 67Q: 3 clusters Score -3844986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3844976.000000 Penalty: 4892.682129
	Iteration 68Q: 3 clusters Score -3844976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3844980.750000 Penalty: 4892.682129
	Iteration 69Q: 3 clusters Score -3844981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3844988.750000 Penalty: 4892.682129
	Iteration 70Q: 3 clusters Score -3844989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3844991.500000 Penalty: 4892.682129
	Iteration 71Q: 3 clusters Score -3844992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3844987.500000 Penalty: 4892.682129
	Iteration 72Q: 3 clusters Score -3844988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3844993.500000 Penalty: 4892.682129
	Iteration 73Q: 3 clusters Score -3844994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3844993.000000 Penalty: 4892.682129
	Iteration 74Q: 3 clusters Score -3844993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3844993.000000 Penalty: 4892.682129
	Iteration 75F: 3 clusters Score -3844993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44635 members 
Mstep: Class 8 contains 10311 members 
Mstep: Class 9 contains 22593 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18984 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11512 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21614 members 
Mstep: Class 27 contains 20177 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20668 members 
Mstep: Class 31 contains 19205 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 10128 members 
Mstep: Class 35 contains 21246 members 
Mstep: Class 36 contains 19139 members 
Mstep: Class 38 contains 18203 members 
Mstep: Class 39 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 479Q: 38 clusters Score -8.721759e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 20817 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44634 members 
Mstep: Class 8 contains 10312 members 
Mstep: Class 9 contains 22601 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20705 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18981 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9545 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11511 members 
Mstep: Class 25 contains 18437 members 
Mstep: Class 26 contains 21622 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 19197 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 10142 members 
Mstep: Class 35 contains 21243 members 
Mstep: Class 36 contains 19131 members 
Mstep: Class 38 contains 18206 members 
Mstep: Class 39 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217592.000000 Penalty: 119853.843750
Iteration 480F: 38 clusters Score -8.721759e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 44636 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 22613 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 19144 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11506 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 21632 members 
Mstep: Class 27 contains 20172 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20667 members 
Mstep: Class 31 contains 19190 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 10146 members 
Mstep: Class 35 contains 21242 members 
Mstep: Class 36 contains 19128 members 
Mstep: Class 38 contains 18209 members 
Mstep: Class 39 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217688.000000 Penalty: 119853.843750
Iteration 481Q: 38 clusters Score -8.721769e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20820 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 22619 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14049 members 
Mstep: Class 13 contains 31461 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13204 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18983 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9549 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11501 members 
Mstep: Class 25 contains 18441 members 
Mstep: Class 26 contains 21639 members 
Mstep: Class 27 contains 20170 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20663 members 
Mstep: Class 31 contains 19191 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 10153 members 
Mstep: Class 35 contains 21241 members 
Mstep: Class 36 contains 19122 members 
Mstep: Class 38 contains 18212 members 
Mstep: Class 39 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217728.000000 Penalty: 119853.843750
Iteration 482Q: 38 clusters Score -8.721773e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20815 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 44635 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 22631 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14048 members 
Mstep: Class 13 contains 31449 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20704 members 
Mstep: Class 16 contains 19142 members 
Mstep: Class 17 contains 13196 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18982 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11495 members 
Mstep: Class 25 contains 18442 members 
Mstep: Class 26 contains 21643 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20659 members 
Mstep: Class 31 contains 19190 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 10165 members 
Mstep: Class 35 contains 21228 members 
Mstep: Class 36 contains 19120 members 
Mstep: Class 38 contains 18215 members 
Mstep: Class 39 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217616.000000 Penalty: 119853.843750
Iteration 483Q: 38 clusters Score -8.721762e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44641 members 
Mstep: Class 8 contains 10320 members 
Mstep: Class 9 contains 22635 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14049 members 
Mstep: Class 13 contains 31440 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20713 members 
Mstep: Class 16 contains 19140 members 
Mstep: Class 17 contains 13189 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18980 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9563 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11492 members 
Mstep: Class 25 contains 18440 members 
Mstep: Class 26 contains 21644 members 
Mstep: Class 27 contains 20169 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20656 members 
Mstep: Class 31 contains 19181 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20316 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 21225 members 
Mstep: Class 36 contains 19119 members 
Mstep: Class 38 contains 18220 members 
Mstep: Class 39 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217656.000000 Penalty: 119853.843750
Iteration 484Q: 38 clusters Score -8.721766e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44642 members 
Mstep: Class 8 contains 10318 members 
Mstep: Class 9 contains 22640 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14048 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20717 members 
Mstep: Class 16 contains 19137 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11489 members 
Mstep: Class 25 contains 18446 members 
Mstep: Class 26 contains 21646 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20655 members 
Mstep: Class 31 contains 19178 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20315 members 
Mstep: Class 34 contains 10185 members 
Mstep: Class 35 contains 21233 members 
Mstep: Class 36 contains 19118 members 
Mstep: Class 38 contains 18222 members 
Mstep: Class 39 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217520.000000 Penalty: 119853.843750
Iteration 485Q: 38 clusters Score -8.721752e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 22649 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14041 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20714 members 
Mstep: Class 16 contains 19136 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11488 members 
Mstep: Class 25 contains 18449 members 
Mstep: Class 26 contains 21647 members 
Mstep: Class 27 contains 20177 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20654 members 
Mstep: Class 31 contains 19167 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20315 members 
Mstep: Class 34 contains 10189 members 
Mstep: Class 35 contains 21230 members 
Mstep: Class 36 contains 19117 members 
Mstep: Class 38 contains 18231 members 
Mstep: Class 39 contains 19222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217472.000000 Penalty: 119853.843750
Iteration 486Q: 38 clusters Score -8.721747e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44651 members 
Mstep: Class 8 contains 10310 members 
Mstep: Class 9 contains 22649 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 31434 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20711 members 
Mstep: Class 16 contains 19136 members 
Mstep: Class 17 contains 13179 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18972 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9565 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4956 members 
Mstep: Class 24 contains 11485 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 21654 members 
Mstep: Class 27 contains 20184 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20649 members 
Mstep: Class 31 contains 19166 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20313 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 21225 members 
Mstep: Class 36 contains 19118 members 
Mstep: Class 38 contains 18233 members 
Mstep: Class 39 contains 19223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217624.000000 Penalty: 119853.843750
Iteration 487Q: 38 clusters Score -8.721762e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 10304 members 
Mstep: Class 9 contains 22656 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14032 members 
Mstep: Class 13 contains 31432 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20707 members 
Mstep: Class 16 contains 19134 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18974 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9571 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21658 members 
Mstep: Class 27 contains 20185 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20644 members 
Mstep: Class 31 contains 19170 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20312 members 
Mstep: Class 34 contains 10191 members 
Mstep: Class 35 contains 21216 members 
Mstep: Class 36 contains 19120 members 
Mstep: Class 38 contains 18237 members 
Mstep: Class 39 contains 19224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217528.000000 Penalty: 119853.843750
Iteration 488Q: 38 clusters Score -8.721753e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44666 members 
Mstep: Class 8 contains 10298 members 
Mstep: Class 9 contains 22664 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 14030 members 
Mstep: Class 13 contains 31430 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20713 members 
Mstep: Class 16 contains 19136 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9577 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 21665 members 
Mstep: Class 27 contains 20185 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20638 members 
Mstep: Class 31 contains 19176 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20311 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 21204 members 
Mstep: Class 36 contains 19118 members 
Mstep: Class 38 contains 18251 members 
Mstep: Class 39 contains 19235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217464.000000 Penalty: 119853.843750
Iteration 489Q: 38 clusters Score -8.721746e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20804 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 44669 members 
Mstep: Class 8 contains 10296 members 
Mstep: Class 9 contains 22667 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 31420 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20724 members 
Mstep: Class 16 contains 19131 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9583 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11471 members 
Mstep: Class 25 contains 18449 members 
Mstep: Class 26 contains 21665 members 
Mstep: Class 27 contains 20181 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20636 members 
Mstep: Class 31 contains 19179 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20308 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 21198 members 
Mstep: Class 36 contains 19122 members 
Mstep: Class 38 contains 18263 members 
Mstep: Class 39 contains 19225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217608.000000 Penalty: 119853.843750
Iteration 490Q: 38 clusters Score -8.721761e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44661 members 
Mstep: Class 8 contains 10294 members 
Mstep: Class 9 contains 22671 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14031 members 
Mstep: Class 13 contains 31415 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20734 members 
Mstep: Class 16 contains 19131 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18971 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9577 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11470 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21667 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20636 members 
Mstep: Class 31 contains 19182 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20304 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 21200 members 
Mstep: Class 36 contains 19125 members 
Mstep: Class 38 contains 18267 members 
Mstep: Class 39 contains 19216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217744.000000 Penalty: 119853.843750
Iteration 491Q: 38 clusters Score -8.721774e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 10301 members 
Mstep: Class 9 contains 22672 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14030 members 
Mstep: Class 13 contains 31404 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20747 members 
Mstep: Class 16 contains 19133 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9579 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11469 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21668 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20637 members 
Mstep: Class 31 contains 19185 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20300 members 
Mstep: Class 34 contains 10197 members 
Mstep: Class 35 contains 21196 members 
Mstep: Class 36 contains 19125 members 
Mstep: Class 38 contains 18258 members 
Mstep: Class 39 contains 19212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217704.000000 Penalty: 119853.843750
Iteration 492Q: 38 clusters Score -8.72177e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44663 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 22673 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14032 members 
Mstep: Class 13 contains 31398 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20750 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 13160 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18969 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9582 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11467 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21667 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20636 members 
Mstep: Class 31 contains 19182 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20301 members 
Mstep: Class 34 contains 10192 members 
Mstep: Class 35 contains 21201 members 
Mstep: Class 36 contains 19130 members 
Mstep: Class 38 contains 18257 members 
Mstep: Class 39 contains 19210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217608.000000 Penalty: 119853.843750
Iteration 493Q: 38 clusters Score -8.721761e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44665 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 22679 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 31393 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20754 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18972 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9582 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21668 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20635 members 
Mstep: Class 31 contains 19182 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20301 members 
Mstep: Class 34 contains 10184 members 
Mstep: Class 35 contains 21194 members 
Mstep: Class 36 contains 19132 members 
Mstep: Class 38 contains 18261 members 
Mstep: Class 39 contains 19210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217616.000000 Penalty: 119853.843750
Iteration 494Q: 38 clusters Score -8.721762e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20805 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44670 members 
Mstep: Class 8 contains 10308 members 
Mstep: Class 9 contains 22689 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14028 members 
Mstep: Class 13 contains 31393 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20759 members 
Mstep: Class 16 contains 19127 members 
Mstep: Class 17 contains 13160 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9586 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 21668 members 
Mstep: Class 27 contains 20178 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20632 members 
Mstep: Class 31 contains 19179 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20302 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 21178 members 
Mstep: Class 36 contains 19134 members 
Mstep: Class 38 contains 18262 members 
Mstep: Class 39 contains 19212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217664.000000 Penalty: 119853.843750
Iteration 495Q: 38 clusters Score -8.721766e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7329 members 
Mstep: Class 5 contains 20801 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 10313 members 
Mstep: Class 9 contains 22698 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14025 members 
Mstep: Class 13 contains 31390 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20768 members 
Mstep: Class 16 contains 19126 members 
Mstep: Class 17 contains 13161 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 9588 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 18451 members 
Mstep: Class 26 contains 21666 members 
Mstep: Class 27 contains 20179 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20631 members 
Mstep: Class 31 contains 19180 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20303 members 
Mstep: Class 34 contains 10183 members 
Mstep: Class 35 contains 21167 members 
Mstep: Class 36 contains 19137 members 
Mstep: Class 38 contains 18254 members 
Mstep: Class 39 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217768.000000 Penalty: 119853.843750
Iteration 496Q: 38 clusters Score -8.721777e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44677 members 
Mstep: Class 8 contains 10314 members 
Mstep: Class 9 contains 22706 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14023 members 
Mstep: Class 13 contains 31386 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20776 members 
Mstep: Class 16 contains 19123 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18976 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9594 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 18452 members 
Mstep: Class 26 contains 21663 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20634 members 
Mstep: Class 31 contains 19181 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20303 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 21163 members 
Mstep: Class 36 contains 19134 members 
Mstep: Class 38 contains 18254 members 
Mstep: Class 39 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217784.000000 Penalty: 119853.843750
Iteration 497Q: 38 clusters Score -8.721778e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20799 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 10316 members 
Mstep: Class 9 contains 22714 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 31383 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20783 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18974 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9596 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11464 members 
Mstep: Class 25 contains 18454 members 
Mstep: Class 26 contains 21661 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20633 members 
Mstep: Class 31 contains 19180 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20302 members 
Mstep: Class 34 contains 10178 members 
Mstep: Class 35 contains 21161 members 
Mstep: Class 36 contains 19134 members 
Mstep: Class 38 contains 18255 members 
Mstep: Class 39 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217640.000000 Penalty: 119853.843750
Iteration 498Q: 38 clusters Score -8.721764e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20799 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44678 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 22721 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14012 members 
Mstep: Class 13 contains 31381 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20793 members 
Mstep: Class 16 contains 19117 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18975 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9599 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4954 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 18457 members 
Mstep: Class 26 contains 21659 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20633 members 
Mstep: Class 31 contains 19179 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20299 members 
Mstep: Class 34 contains 10185 members 
Mstep: Class 35 contains 21151 members 
Mstep: Class 36 contains 19134 members 
Mstep: Class 38 contains 18255 members 
Mstep: Class 39 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217672.000000 Penalty: 119853.843750
Iteration 499Q: 38 clusters Score -8.721767e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 181 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 20799 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 10317 members 
Mstep: Class 9 contains 22729 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 14014 members 
Mstep: Class 13 contains 31380 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 20801 members 
Mstep: Class 16 contains 19115 members 
Mstep: Class 17 contains 13160 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 9595 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 18455 members 
Mstep: Class 26 contains 21657 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 20635 members 
Mstep: Class 31 contains 19177 members 
Mstep: Class 32 contains 878 members 
Mstep: Class 33 contains 20298 members 
Mstep: Class 34 contains 10190 members 
Mstep: Class 35 contains 21147 members 
Mstep: Class 36 contains 19132 members 
Mstep: Class 38 contains 18251 members 
Mstep: Class 39 contains 19205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87217744.000000 Penalty: 119853.843750
Iteration 500F: 38 clusters Score -8.721774e+07 nChanged 110
Maximum iterations exceeded
--- Evaluating fit on full set of 1411664 points ---
Entering Unmasked Estep 
Score: -261845616.000000 Penalty: 129934.718750
20->38 Clusters: Score -261845616.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 470554 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 23645 members 
Mstep: Class 3 contains 23509 members 
Mstep: Class 4 contains 23647 members 
Mstep: Class 5 contains 23446 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 23379 members 
Mstep: Class 8 contains 23520 members 
Mstep: Class 9 contains 23797 members 
Mstep: Class 10 contains 23306 members 
Mstep: Class 11 contains 23543 members 
Mstep: Class 12 contains 23470 members 
Mstep: Class 13 contains 23345 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 23516 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 23756 members 
Mstep: Class 18 contains 23623 members 
Mstep: Class 19 contains 23542 members 
Mstep: Class 20 contains 23596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1108.228027 but Gain 3239.292969
Score: -82454024.000000 Penalty: 61546.566406
Iteration 0F: 20 clusters Score -8.245402e+07 nChanged 446306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1627 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 20365 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 13623 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 87720 members 
Mstep: Class 7 contains 10094 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 12 contains 14084 members 
Mstep: Class 13 contains 14356 members 
Mstep: Class 14 contains 124305 members 
Mstep: Class 15 contains 112271 members 
Mstep: Class 16 contains 7299 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 12086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85852056.000000 Penalty: 61546.566406
Iteration 1F: 20 clusters Score -8.585206e+07 nChanged 203003
Entering Unmasked Mstep 
Mstep: Class 0 contains 361 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 32162 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 26891 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 148753 members 
Mstep: Class 7 contains 15377 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 19461 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 12 contains 20889 members 
Mstep: Class 13 contains 10992 members 
Mstep: Class 14 contains 58673 members 
Mstep: Class 15 contains 80557 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 14692 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 14687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86353120.000000 Penalty: 61546.566406
Iteration 2F: 20 clusters Score -8.635312e+07 nChanged 166425
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42125 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 41018 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 83077 members 
Mstep: Class 7 contains 16431 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 20867 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 12 contains 22764 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 63081 members 
Mstep: Class 15 contains 101746 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 22329 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 21791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86671368.000000 Penalty: 61546.566406
Iteration 3F: 20 clusters Score -8.667137e+07 nChanged 138330
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 56678 members 
Mstep: Class 3 contains 4405 members 
Mstep: Class 4 contains 59339 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 108907 members 
Mstep: Class 7 contains 14182 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 20964 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 10217 members 
Mstep: Class 14 contains 43680 members 
Mstep: Class 15 contains 51126 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 34274 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86760816.000000 Penalty: 61546.566406
Iteration 4F: 20 clusters Score -8.676082e+07 nChanged 103928
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 49193 members 
Mstep: Class 3 contains 5021 members 
Mstep: Class 4 contains 53666 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 93461 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 9 contains 23115 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 12 contains 24997 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 52368 members 
Mstep: Class 15 contains 53874 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 17 contains 46757 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 24563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86851440.000000 Penalty: 61546.566406
Iteration 5F: 20 clusters Score -8.685144e+07 nChanged 66292
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 46795 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 52483 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 92704 members 
Mstep: Class 7 contains 14013 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 27330 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 12 contains 28300 members 
Mstep: Class 13 contains 9327 members 
Mstep: Class 14 contains 47185 members 
Mstep: Class 15 contains 47758 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 17 contains 54327 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 23514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86903856.000000 Penalty: 61546.566406
Iteration 6F: 20 clusters Score -8.690386e+07 nChanged 50456
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 42825 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 49692 members 
Mstep: Class 5 contains 8028 members 
Mstep: Class 6 contains 85415 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 31918 members 
Mstep: Class 10 contains 2331 members 
Mstep: Class 12 contains 30477 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 14 contains 47607 members 
Mstep: Class 15 contains 50294 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 55066 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 23843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86942016.000000 Penalty: 61546.566406
Iteration 7F: 20 clusters Score -8.694202e+07 nChanged 45519
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 44390 members 
Mstep: Class 3 contains 6682 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 84128 members 
Mstep: Class 7 contains 16088 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 35062 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 12 contains 31101 members 
Mstep: Class 13 contains 11867 members 
Mstep: Class 14 contains 45647 members 
Mstep: Class 15 contains 45147 members 
Mstep: Class 16 contains 4774 members 
Mstep: Class 17 contains 54118 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 24512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86970704.000000 Penalty: 61546.566406
Iteration 8F: 20 clusters Score -8.69707e+07 nChanged 39711
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 41138 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 78665 members 
Mstep: Class 7 contains 18828 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 36415 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 12 contains 30858 members 
Mstep: Class 13 contains 14383 members 
Mstep: Class 14 contains 45224 members 
Mstep: Class 15 contains 49545 members 
Mstep: Class 16 contains 4850 members 
Mstep: Class 17 contains 53012 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 1428 members 
Mstep: Class 20 contains 25326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86976784.000000 Penalty: 61546.566406
Iteration 9F: 20 clusters Score -8.697678e+07 nChanged 41085
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 43425 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 46725 members 
Mstep: Class 5 contains 8880 members 
Mstep: Class 6 contains 75065 members 
Mstep: Class 7 contains 22184 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 38497 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 12 contains 29933 members 
Mstep: Class 13 contains 16928 members 
Mstep: Class 14 contains 46660 members 
Mstep: Class 15 contains 45005 members 
Mstep: Class 16 contains 4865 members 
Mstep: Class 17 contains 50501 members 
Mstep: Class 18 contains 1385 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 26232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86989944.000000 Penalty: 61546.566406
Iteration 10F: 20 clusters Score -8.698994e+07 nChanged 42384
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 40277 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 66979 members 
Mstep: Class 7 contains 26666 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 43328 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 12 contains 28638 members 
Mstep: Class 13 contains 19472 members 
Mstep: Class 14 contains 45464 members 
Mstep: Class 15 contains 50953 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 47889 members 
Mstep: Class 18 contains 1338 members 
Mstep: Class 19 contains 1426 members 
Mstep: Class 20 contains 27063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86993768.000000 Penalty: 61546.566406
Iteration 11F: 20 clusters Score -8.699377e+07 nChanged 50239
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 38803 members 
Mstep: Class 3 contains 6610 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 8160 members 
Mstep: Class 6 contains 57876 members 
Mstep: Class 7 contains 30666 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 52218 members 
Mstep: Class 10 contains 1951 members 
Mstep: Class 12 contains 28131 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 50432 members 
Mstep: Class 15 contains 47216 members 
Mstep: Class 16 contains 4865 members 
Mstep: Class 17 contains 43829 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 27870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87005768.000000 Penalty: 61546.566406
Iteration 12F: 20 clusters Score -8.700577e+07 nChanged 50815
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 37756 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 43886 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 53078 members 
Mstep: Class 7 contains 35605 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 52959 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 12 contains 27603 members 
Mstep: Class 13 contains 24038 members 
Mstep: Class 14 contains 47032 members 
Mstep: Class 15 contains 50860 members 
Mstep: Class 16 contains 4833 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 28378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87025752.000000 Penalty: 61546.566406
Iteration 13F: 20 clusters Score -8.702575e+07 nChanged 39126
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 40584 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 44841 members 
Mstep: Class 5 contains 7396 members 
Mstep: Class 6 contains 49939 members 
Mstep: Class 7 contains 41017 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 47316 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 12 contains 25791 members 
Mstep: Class 13 contains 26856 members 
Mstep: Class 14 contains 49887 members 
Mstep: Class 15 contains 47788 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 40764 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 28757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87044960.000000 Penalty: 61546.566406
Iteration 14F: 20 clusters Score -8.704496e+07 nChanged 29229
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 42545 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 42949 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 48314 members 
Mstep: Class 7 contains 45219 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 45360 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 12 contains 26003 members 
Mstep: Class 13 contains 29460 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 48594 members 
Mstep: Class 16 contains 4790 members 
Mstep: Class 17 contains 39465 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 29102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87060832.000000 Penalty: 61546.566406
Iteration 15F: 20 clusters Score -8.706083e+07 nChanged 26034
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41439 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 43093 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 46687 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 44839 members 
Mstep: Class 10 contains 1706 members 
Mstep: Class 12 contains 26220 members 
Mstep: Class 13 contains 32442 members 
Mstep: Class 14 contains 47711 members 
Mstep: Class 15 contains 46642 members 
Mstep: Class 16 contains 4782 members 
Mstep: Class 17 contains 38702 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 29574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87074672.000000 Penalty: 61546.566406
Iteration 16F: 20 clusters Score -8.707467e+07 nChanged 20137
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 41106 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 43370 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 45910 members 
Mstep: Class 7 contains 46745 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 44308 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 12 contains 26020 members 
Mstep: Class 13 contains 35628 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 46991 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 37821 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 1418 members 
Mstep: Class 20 contains 30136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87084664.000000 Penalty: 61546.566406
Iteration 17Q: 20 clusters Score -8.708466e+07 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 41233 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 43114 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 45405 members 
Mstep: Class 7 contains 46534 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43806 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 39054 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 45765 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 36770 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 30684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87094072.000000 Penalty: 61546.566406
Iteration 18Q: 20 clusters Score -8.709407e+07 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 41264 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 42901 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 44879 members 
Mstep: Class 7 contains 46203 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 43126 members 
Mstep: Class 10 contains 1672 members 
Mstep: Class 12 contains 25400 members 
Mstep: Class 13 contains 43118 members 
Mstep: Class 14 contains 45638 members 
Mstep: Class 15 contains 45652 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 34844 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 31216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87097496.000000 Penalty: 61546.566406
Iteration 19Q: 20 clusters Score -8.70975e+07 nChanged 17917
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 42731 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 44850 members 
Mstep: Class 7 contains 46148 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 43077 members 
Mstep: Class 10 contains 1669 members 
Mstep: Class 12 contains 25218 members 
Mstep: Class 13 contains 45902 members 
Mstep: Class 14 contains 45067 members 
Mstep: Class 15 contains 45113 members 
Mstep: Class 16 contains 4833 members 
Mstep: Class 17 contains 32508 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 32218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87098400.000000 Penalty: 61546.566406
Iteration 20F: 20 clusters Score -8.70984e+07 nChanged 15501
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 41725 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 42594 members 
Mstep: Class 5 contains 6323 members 
Mstep: Class 6 contains 44583 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 43553 members 
Mstep: Class 10 contains 1668 members 
Mstep: Class 12 contains 25066 members 
Mstep: Class 13 contains 46285 members 
Mstep: Class 14 contains 44800 members 
Mstep: Class 15 contains 44858 members 
Mstep: Class 16 contains 4837 members 
Mstep: Class 17 contains 30966 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 33485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87100256.000000 Penalty: 61546.566406
Iteration 21Q: 20 clusters Score -8.710026e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 42409 members 
Mstep: Class 5 contains 6216 members 
Mstep: Class 6 contains 44725 members 
Mstep: Class 7 contains 46908 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 43932 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 12 contains 24982 members 
Mstep: Class 13 contains 45640 members 
Mstep: Class 14 contains 44419 members 
Mstep: Class 15 contains 44503 members 
Mstep: Class 16 contains 4838 members 
Mstep: Class 17 contains 30257 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 34741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87102608.000000 Penalty: 61546.566406
Iteration 22Q: 20 clusters Score -8.710261e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 42042 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 42320 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 44582 members 
Mstep: Class 7 contains 47014 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43949 members 
Mstep: Class 10 contains 1660 members 
Mstep: Class 12 contains 24882 members 
Mstep: Class 13 contains 44921 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 44289 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30122 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 35873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87106016.000000 Penalty: 61546.566406
Iteration 23Q: 20 clusters Score -8.710602e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 42293 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 6 contains 44618 members 
Mstep: Class 7 contains 47020 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43876 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 12 contains 24826 members 
Mstep: Class 13 contains 44359 members 
Mstep: Class 14 contains 44110 members 
Mstep: Class 15 contains 44052 members 
Mstep: Class 16 contains 4855 members 
Mstep: Class 17 contains 30237 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 36814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87108584.000000 Penalty: 61546.566406
Iteration 24Q: 20 clusters Score -8.710858e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 42093 members 
Mstep: Class 3 contains 7552 members 
Mstep: Class 4 contains 42317 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 44552 members 
Mstep: Class 7 contains 46942 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43829 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 12 contains 24714 members 
Mstep: Class 13 contains 43887 members 
Mstep: Class 14 contains 44011 members 
Mstep: Class 15 contains 43855 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 30505 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87110816.000000 Penalty: 61546.566406
Iteration 25Q: 20 clusters Score -8.711082e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 42205 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 42153 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 44514 members 
Mstep: Class 7 contains 46906 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43734 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 12 contains 24589 members 
Mstep: Class 13 contains 43552 members 
Mstep: Class 14 contains 43932 members 
Mstep: Class 15 contains 43727 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87112256.000000 Penalty: 61546.566406
Iteration 26Q: 20 clusters Score -8.711226e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 42188 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 42249 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 44451 members 
Mstep: Class 7 contains 46891 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43569 members 
Mstep: Class 10 contains 1647 members 
Mstep: Class 12 contains 24460 members 
Mstep: Class 13 contains 43222 members 
Mstep: Class 14 contains 43868 members 
Mstep: Class 15 contains 43513 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 31284 members 
Mstep: Class 18 contains 1173 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87114608.000000 Penalty: 61546.566406
Iteration 27Q: 20 clusters Score -8.711461e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 42245 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 42169 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 44381 members 
Mstep: Class 7 contains 46844 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43547 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 42888 members 
Mstep: Class 14 contains 43774 members 
Mstep: Class 15 contains 43381 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 17 contains 31818 members 
Mstep: Class 18 contains 1163 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87116728.000000 Penalty: 61546.566406
Iteration 28Q: 20 clusters Score -8.711673e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42150 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 42155 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 44433 members 
Mstep: Class 7 contains 46800 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43477 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 12 contains 24188 members 
Mstep: Class 13 contains 42743 members 
Mstep: Class 14 contains 43668 members 
Mstep: Class 15 contains 43155 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 17 contains 32424 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87118936.000000 Penalty: 61546.566406
Iteration 29Q: 20 clusters Score -8.711894e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 42083 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 42090 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 44310 members 
Mstep: Class 7 contains 46707 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43411 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 12 contains 24042 members 
Mstep: Class 13 contains 42654 members 
Mstep: Class 14 contains 43678 members 
Mstep: Class 15 contains 43095 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87120032.000000 Penalty: 61546.566406
Iteration 30Q: 20 clusters Score -8.712003e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 42048 members 
Mstep: Class 3 contains 8232 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 5897 members 
Mstep: Class 6 contains 44387 members 
Mstep: Class 7 contains 46648 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43341 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 12 contains 23869 members 
Mstep: Class 13 contains 42537 members 
Mstep: Class 14 contains 43532 members 
Mstep: Class 15 contains 42955 members 
Mstep: Class 16 contains 4892 members 
Mstep: Class 17 contains 33512 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87121640.000000 Penalty: 61546.566406
Iteration 31Q: 20 clusters Score -8.712164e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 42028 members 
Mstep: Class 3 contains 8299 members 
Mstep: Class 4 contains 41991 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 44331 members 
Mstep: Class 7 contains 46528 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43347 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 42410 members 
Mstep: Class 14 contains 43505 members 
Mstep: Class 15 contains 42928 members 
Mstep: Class 16 contains 4890 members 
Mstep: Class 17 contains 34105 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87123128.000000 Penalty: 61546.566406
Iteration 32Q: 20 clusters Score -8.712313e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 42068 members 
Mstep: Class 3 contains 8347 members 
Mstep: Class 4 contains 42003 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 44296 members 
Mstep: Class 7 contains 46434 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43257 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 12 contains 23514 members 
Mstep: Class 13 contains 42280 members 
Mstep: Class 14 contains 43414 members 
Mstep: Class 15 contains 42810 members 
Mstep: Class 16 contains 4887 members 
Mstep: Class 17 contains 34779 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87124120.000000 Penalty: 61546.566406
Iteration 33Q: 20 clusters Score -8.712412e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41997 members 
Mstep: Class 3 contains 8405 members 
Mstep: Class 4 contains 41997 members 
Mstep: Class 5 contains 5809 members 
Mstep: Class 6 contains 44337 members 
Mstep: Class 7 contains 46421 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 43121 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 12 contains 23324 members 
Mstep: Class 13 contains 42186 members 
Mstep: Class 14 contains 43309 members 
Mstep: Class 15 contains 42763 members 
Mstep: Class 16 contains 4896 members 
Mstep: Class 17 contains 35438 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87125528.000000 Penalty: 61546.566406
Iteration 34Q: 20 clusters Score -8.712553e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 41972 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 5785 members 
Mstep: Class 6 contains 44324 members 
Mstep: Class 7 contains 46377 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 1643 members 
Mstep: Class 12 contains 23159 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 43233 members 
Mstep: Class 15 contains 42724 members 
Mstep: Class 16 contains 4892 members 
Mstep: Class 17 contains 36168 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87127048.000000 Penalty: 61546.566406
Iteration 35Q: 20 clusters Score -8.712705e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 41978 members 
Mstep: Class 3 contains 8513 members 
Mstep: Class 4 contains 41945 members 
Mstep: Class 5 contains 5762 members 
Mstep: Class 6 contains 44352 members 
Mstep: Class 7 contains 46327 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42783 members 
Mstep: Class 10 contains 1642 members 
Mstep: Class 12 contains 22962 members 
Mstep: Class 13 contains 41941 members 
Mstep: Class 14 contains 43107 members 
Mstep: Class 15 contains 42696 members 
Mstep: Class 16 contains 4904 members 
Mstep: Class 17 contains 37049 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87128792.000000 Penalty: 61546.566406
Iteration 36Q: 20 clusters Score -8.712879e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 41996 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 41993 members 
Mstep: Class 5 contains 5731 members 
Mstep: Class 6 contains 44323 members 
Mstep: Class 7 contains 46246 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 1642 members 
Mstep: Class 12 contains 22801 members 
Mstep: Class 13 contains 41705 members 
Mstep: Class 14 contains 43008 members 
Mstep: Class 15 contains 42697 members 
Mstep: Class 16 contains 4911 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87130312.000000 Penalty: 61546.566406
Iteration 37Q: 20 clusters Score -8.713031e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 41950 members 
Mstep: Class 3 contains 8570 members 
Mstep: Class 4 contains 41915 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 44318 members 
Mstep: Class 7 contains 46206 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42462 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 12 contains 22701 members 
Mstep: Class 13 contains 41435 members 
Mstep: Class 14 contains 42953 members 
Mstep: Class 15 contains 42675 members 
Mstep: Class 16 contains 4920 members 
Mstep: Class 17 contains 38973 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 38048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87131296.000000 Penalty: 61546.566406
Iteration 38Q: 20 clusters Score -8.71313e+07 nChanged 4789
Entering ConstructFrom: 
Score: -87131296.000000 Penalty: 61546.566406
Entering ConstructFrom: 
Trying to split cluster 1 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -524269.468750 Penalty: 1988.046997
	Iteration 0F: 2 clusters Score -524269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -521068.781250 Penalty: 3976.093994
	Iteration 0F: 3 clusters Score -521068.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -522057.937500 Penalty: 3976.093994
	Iteration 1F: 3 clusters Score -522057.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -522420.000000 Penalty: 3976.093994
	Iteration 2F: 3 clusters Score -522420 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -522732.812500 Penalty: 3976.093994
	Iteration 3F: 3 clusters Score -522732.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -523178.343750 Penalty: 3976.093994
	Iteration 4F: 3 clusters Score -523178.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -523674.531250 Penalty: 3976.093994
	Iteration 5F: 3 clusters Score -523674.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -524180.187500 Penalty: 3976.093994
	Iteration 6F: 3 clusters Score -524180.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -524456.937500 Penalty: 3976.093994
	Iteration 7F: 3 clusters Score -524456.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -524572.687500 Penalty: 3976.093994
	Iteration 8Q: 3 clusters Score -524572.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -524605.000000 Penalty: 3976.093994
	Iteration 9Q: 3 clusters Score -524605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -524615.187500 Penalty: 3976.093994
	Iteration 10Q: 3 clusters Score -524615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -524620.312500 Penalty: 3976.093994
	Iteration 11Q: 3 clusters Score -524620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -524623.750000 Penalty: 3976.093994
	Iteration 12Q: 3 clusters Score -524623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -524626.687500 Penalty: 3976.093994
	Iteration 13Q: 3 clusters Score -524626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -524628.000000 Penalty: 3976.093994
	Iteration 14Q: 3 clusters Score -524628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -524628.750000 Penalty: 3976.093994
	Iteration 15Q: 3 clusters Score -524628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -524628.750000 Penalty: 3976.093994
	Iteration 16F: 3 clusters Score -524628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 41163 members 
Mstep: Class 14 contains 42927 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Entering Unmasked Estep 
Score: -87131032.000000 Penalty: 64785.859375
Splitting cluster 1 changes total score from -87131296.000000 to -87131032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (41895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Entering Unmasked Estep 
Score: -7831406.000000 Penalty: 2639.444580
	Iteration 0F: 2 clusters Score -7831406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -7809240.500000 Penalty: 5278.889160
	Iteration 0F: 3 clusters Score -7809240 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -7820073.000000 Penalty: 5278.889160
	Iteration 1F: 3 clusters Score -7820073 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -7820636.500000 Penalty: 5278.889160
	Iteration 2F: 3 clusters Score -7820636 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7821229.500000 Penalty: 5278.889160
	Iteration 3F: 3 clusters Score -7821230 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -7821737.000000 Penalty: 5278.889160
	Iteration 4F: 3 clusters Score -7821737 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -7822208.000000 Penalty: 5278.889160
	Iteration 5F: 3 clusters Score -7822208 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -7822653.000000 Penalty: 5278.889160
	Iteration 6F: 3 clusters Score -7822653 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -7823419.500000 Penalty: 5278.889160
	Iteration 7F: 3 clusters Score -7823420 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -7824876.500000 Penalty: 5278.889160
	Iteration 8F: 3 clusters Score -7824876 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -7826600.500000 Penalty: 5278.889160
	Iteration 9F: 3 clusters Score -7826600 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -7827959.000000 Penalty: 5278.889160
	Iteration 10F: 3 clusters Score -7827959 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -7828719.000000 Penalty: 5278.889160
	Iteration 11Q: 3 clusters Score -7828719 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7829064.500000 Penalty: 5278.889160
	Iteration 12Q: 3 clusters Score -7829064 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -7829125.000000 Penalty: 5278.889160
	Iteration 13Q: 3 clusters Score -7829125 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -7829046.000000 Penalty: 5278.889160
	Iteration 14Q: 3 clusters Score -7829046 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -7829030.500000 Penalty: 5278.889160
	Iteration 15Q: 3 clusters Score -7829030 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -7829025.500000 Penalty: 5278.889160
	Iteration 16Q: 3 clusters Score -7829026 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -7829082.500000 Penalty: 5278.889160
	Iteration 17Q: 3 clusters Score -7829082 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7829218.500000 Penalty: 5278.889160
	Iteration 18Q: 3 clusters Score -7829218 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7829337.500000 Penalty: 5278.889160
	Iteration 19Q: 3 clusters Score -7829338 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7829408.500000 Penalty: 5278.889160
	Iteration 20F: 3 clusters Score -7829408 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7829437.500000 Penalty: 5278.889160
	Iteration 21Q: 3 clusters Score -7829438 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7829502.500000 Penalty: 5278.889160
	Iteration 22Q: 3 clusters Score -7829502 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7829583.000000 Penalty: 5278.889160
	Iteration 23Q: 3 clusters Score -7829583 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7829608.000000 Penalty: 5278.889160
	Iteration 24Q: 3 clusters Score -7829608 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7829640.500000 Penalty: 5278.889160
	Iteration 25Q: 3 clusters Score -7829640 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7829668.000000 Penalty: 5278.889160
	Iteration 26Q: 3 clusters Score -7829668 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -7829709.000000 Penalty: 5278.889160
	Iteration 27Q: 3 clusters Score -7829709 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7829741.500000 Penalty: 5278.889160
	Iteration 28Q: 3 clusters Score -7829742 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7829773.000000 Penalty: 5278.889160
	Iteration 29Q: 3 clusters Score -7829773 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -7829803.000000 Penalty: 5278.889160
	Iteration 30Q: 3 clusters Score -7829803 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -7829828.500000 Penalty: 5278.889160
	Iteration 31Q: 3 clusters Score -7829828 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -7829834.500000 Penalty: 5278.889160
	Iteration 32Q: 3 clusters Score -7829834 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -7829863.500000 Penalty: 5278.889160
	Iteration 33Q: 3 clusters Score -7829864 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7829905.000000 Penalty: 5278.889160
	Iteration 34Q: 3 clusters Score -7829905 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -7829926.500000 Penalty: 5278.889160
	Iteration 35Q: 3 clusters Score -7829926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7829918.000000 Penalty: 5278.889160
	Iteration 36Q: 3 clusters Score -7829918 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -7829955.000000 Penalty: 5278.889160
	Iteration 37Q: 3 clusters Score -7829955 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -7830003.000000 Penalty: 5278.889160
	Iteration 38Q: 3 clusters Score -7830003 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7829995.000000 Penalty: 5278.889160
	Iteration 39Q: 3 clusters Score -7829995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -7830041.000000 Penalty: 5278.889160
	Iteration 40F: 3 clusters Score -7830041 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -7830092.000000 Penalty: 5278.889160
	Iteration 41Q: 3 clusters Score -7830092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7830104.500000 Penalty: 5278.889160
	Iteration 42Q: 3 clusters Score -7830104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -7830134.000000 Penalty: 5278.889160
	Iteration 43Q: 3 clusters Score -7830134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -7830150.500000 Penalty: 5278.889160
	Iteration 44Q: 3 clusters Score -7830150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7830141.000000 Penalty: 5278.889160
	Iteration 45Q: 3 clusters Score -7830141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -7830183.000000 Penalty: 5278.889160
	Iteration 46Q: 3 clusters Score -7830183 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -7830166.500000 Penalty: 5278.889160
	Iteration 47Q: 3 clusters Score -7830166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7830194.000000 Penalty: 5278.889160
	Iteration 48Q: 3 clusters Score -7830194 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7830217.500000 Penalty: 5278.889160
	Iteration 49Q: 3 clusters Score -7830218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -7830234.000000 Penalty: 5278.889160
	Iteration 50Q: 3 clusters Score -7830234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -7830245.000000 Penalty: 5278.889160
	Iteration 51Q: 3 clusters Score -7830245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7830257.000000 Penalty: 5278.889160
	Iteration 52Q: 3 clusters Score -7830257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7830286.000000 Penalty: 5278.889160
	Iteration 53Q: 3 clusters Score -7830286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7830283.000000 Penalty: 5278.889160
	Iteration 54Q: 3 clusters Score -7830283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -7830306.000000 Penalty: 5278.889160
	Iteration 55Q: 3 clusters Score -7830306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -7830310.500000 Penalty: 5278.889160
	Iteration 56Q: 3 clusters Score -7830310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7830325.500000 Penalty: 5278.889160
	Iteration 57Q: 3 clusters Score -7830326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -7830321.500000 Penalty: 5278.889160
	Iteration 58Q: 3 clusters Score -7830322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7830345.000000 Penalty: 5278.889160
	Iteration 59Q: 3 clusters Score -7830345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -7830357.000000 Penalty: 5278.889160
	Iteration 60F: 3 clusters Score -7830357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7830346.500000 Penalty: 5278.889160
	Iteration 61Q: 3 clusters Score -7830346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -7830363.000000 Penalty: 5278.889160
	Iteration 62Q: 3 clusters Score -7830363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7830354.000000 Penalty: 5278.889160
	Iteration 63Q: 3 clusters Score -7830354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7830351.500000 Penalty: 5278.889160
	Iteration 64Q: 3 clusters Score -7830352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7830340.500000 Penalty: 5278.889160
	Iteration 65Q: 3 clusters Score -7830340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -7830353.500000 Penalty: 5278.889160
	Iteration 66Q: 3 clusters Score -7830354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7830349.500000 Penalty: 5278.889160
	Iteration 67Q: 3 clusters Score -7830350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -7830360.000000 Penalty: 5278.889160
	Iteration 68Q: 3 clusters Score -7830360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -7830361.000000 Penalty: 5278.889160
	Iteration 69Q: 3 clusters Score -7830361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7830362.500000 Penalty: 5278.889160
	Iteration 70Q: 3 clusters Score -7830362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -7830358.000000 Penalty: 5278.889160
	Iteration 71Q: 3 clusters Score -7830358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -7830355.500000 Penalty: 5278.889160
	Iteration 72Q: 3 clusters Score -7830356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -7830351.000000 Penalty: 5278.889160
	Iteration 73Q: 3 clusters Score -7830351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -7830367.000000 Penalty: 5278.889160
	Iteration 74Q: 3 clusters Score -7830367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -7830372.000000 Penalty: 5278.889160
	Iteration 75Q: 3 clusters Score -7830372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7830370.000000 Penalty: 5278.889160
	Iteration 76Q: 3 clusters Score -7830370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7830369.500000 Penalty: 5278.889160
	Iteration 77Q: 3 clusters Score -7830370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7830374.000000 Penalty: 5278.889160
	Iteration 78Q: 3 clusters Score -7830374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7830377.000000 Penalty: 5278.889160
	Iteration 79Q: 3 clusters Score -7830377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -7830378.500000 Penalty: 5278.889160
	Iteration 80F: 3 clusters Score -7830378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7830388.500000 Penalty: 5278.889160
	Iteration 81Q: 3 clusters Score -7830388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -7830400.500000 Penalty: 5278.889160
	Iteration 82Q: 3 clusters Score -7830400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7830400.000000 Penalty: 5278.889160
	Iteration 83Q: 3 clusters Score -7830400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7830404.500000 Penalty: 5278.889160
	Iteration 84Q: 3 clusters Score -7830404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7830404.500000 Penalty: 5278.889160
	Iteration 85Q: 3 clusters Score -7830404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -7830408.000000 Penalty: 5278.889160
	Iteration 86Q: 3 clusters Score -7830408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -7830418.500000 Penalty: 5278.889160
	Iteration 87Q: 3 clusters Score -7830418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -7830411.500000 Penalty: 5278.889160
	Iteration 88Q: 3 clusters Score -7830412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7830404.000000 Penalty: 5278.889160
	Iteration 89Q: 3 clusters Score -7830404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -7830402.000000 Penalty: 5278.889160
	Iteration 90Q: 3 clusters Score -7830402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -7830394.000000 Penalty: 5278.889160
	Iteration 91Q: 3 clusters Score -7830394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -7830402.000000 Penalty: 5278.889160
	Iteration 92Q: 3 clusters Score -7830402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -7830406.500000 Penalty: 5278.889160
	Iteration 93Q: 3 clusters Score -7830406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7830407.500000 Penalty: 5278.889160
	Iteration 94Q: 3 clusters Score -7830408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7830399.000000 Penalty: 5278.889160
	Iteration 95Q: 3 clusters Score -7830399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7830402.500000 Penalty: 5278.889160
	Iteration 96Q: 3 clusters Score -7830402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7830399.500000 Penalty: 5278.889160
	Iteration 97Q: 3 clusters Score -7830400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7830391.000000 Penalty: 5278.889160
	Iteration 98Q: 3 clusters Score -7830391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -7830403.500000 Penalty: 5278.889160
	Iteration 99Q: 3 clusters Score -7830404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7830400.000000 Penalty: 5278.889160
	Iteration 100F: 3 clusters Score -7830400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7830404.000000 Penalty: 5278.889160
	Iteration 101Q: 3 clusters Score -7830404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7830401.000000 Penalty: 5278.889160
	Iteration 102Q: 3 clusters Score -7830401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7830410.500000 Penalty: 5278.889160
	Iteration 103Q: 3 clusters Score -7830410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7830403.000000 Penalty: 5278.889160
	Iteration 104Q: 3 clusters Score -7830403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7830411.000000 Penalty: 5278.889160
	Iteration 105Q: 3 clusters Score -7830411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7830407.000000 Penalty: 5278.889160
	Iteration 106Q: 3 clusters Score -7830407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7830413.500000 Penalty: 5278.889160
	Iteration 107Q: 3 clusters Score -7830414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7830410.000000 Penalty: 5278.889160
	Iteration 108Q: 3 clusters Score -7830410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7830405.000000 Penalty: 5278.889160
	Iteration 109Q: 3 clusters Score -7830405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7830400.500000 Penalty: 5278.889160
	Iteration 110Q: 3 clusters Score -7830400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7830397.500000 Penalty: 5278.889160
	Iteration 111Q: 3 clusters Score -7830398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7830394.000000 Penalty: 5278.889160
	Iteration 112Q: 3 clusters Score -7830394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7830398.000000 Penalty: 5278.889160
	Iteration 113Q: 3 clusters Score -7830398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7830400.000000 Penalty: 5278.889160
	Iteration 114Q: 3 clusters Score -7830400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7830402.000000 Penalty: 5278.889160
	Iteration 115Q: 3 clusters Score -7830402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7830395.500000 Penalty: 5278.889160
	Iteration 116Q: 3 clusters Score -7830396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7830395.500000 Penalty: 5278.889160
	Iteration 117Q: 3 clusters Score -7830396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7830386.500000 Penalty: 5278.889160
	Iteration 118Q: 3 clusters Score -7830386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -7830385.500000 Penalty: 5278.889160
	Iteration 119Q: 3 clusters Score -7830386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -7830390.500000 Penalty: 5278.889160
	Iteration 120F: 3 clusters Score -7830390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -7830398.500000 Penalty: 5278.889160
	Iteration 121Q: 3 clusters Score -7830398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7830399.000000 Penalty: 5278.889160
	Iteration 122Q: 3 clusters Score -7830399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -7830394.500000 Penalty: 5278.889160
	Iteration 123Q: 3 clusters Score -7830394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -7830394.500000 Penalty: 5278.889160
	Iteration 124F: 3 clusters Score -7830394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -1558394.750000 Penalty: 2246.616211
	Iteration 0F: 2 clusters Score -1558395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1551656.875000 Penalty: 4493.232422
	Iteration 0F: 3 clusters Score -1551657 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1553570.875000 Penalty: 4493.232422
	Iteration 1F: 3 clusters Score -1553571 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1554220.375000 Penalty: 4493.232422
	Iteration 2F: 3 clusters Score -1554220 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1554925.500000 Penalty: 4493.232422
	Iteration 3F: 3 clusters Score -1554926 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1555681.125000 Penalty: 4493.232422
	Iteration 4F: 3 clusters Score -1555681 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1556389.000000 Penalty: 4493.232422
	Iteration 5F: 3 clusters Score -1556389 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1556966.750000 Penalty: 4493.232422
	Iteration 6F: 3 clusters Score -1556967 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1557387.125000 Penalty: 4493.232422
	Iteration 7Q: 3 clusters Score -1557387 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1557623.250000 Penalty: 4493.232422
	Iteration 8Q: 3 clusters Score -1557623 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1557764.125000 Penalty: 4493.232422
	Iteration 9Q: 3 clusters Score -1557764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1557840.875000 Penalty: 4493.232422
	Iteration 10Q: 3 clusters Score -1557841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1557879.125000 Penalty: 4493.232422
	Iteration 11Q: 3 clusters Score -1557879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1557903.375000 Penalty: 4493.232422
	Iteration 12Q: 3 clusters Score -1557903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1557905.625000 Penalty: 4493.232422
	Iteration 13Q: 3 clusters Score -1557906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1557908.875000 Penalty: 4493.232422
	Iteration 14Q: 3 clusters Score -1557909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1557914.875000 Penalty: 4493.232422
	Iteration 15Q: 3 clusters Score -1557915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1557917.375000 Penalty: 4493.232422
	Iteration 16Q: 3 clusters Score -1557917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1557916.500000 Penalty: 4493.232422
	Iteration 17Q: 3 clusters Score -1557916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1557916.500000 Penalty: 4493.232422
	Iteration 18Q: 3 clusters Score -1557916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1557918.125000 Penalty: 4493.232422
	Iteration 19Q: 3 clusters Score -1557918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1557919.375000 Penalty: 4493.232422
	Iteration 20F: 3 clusters Score -1557919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1557919.500000 Penalty: 4493.232422
	Iteration 21Q: 3 clusters Score -1557920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1557920.500000 Penalty: 4493.232422
	Iteration 22Q: 3 clusters Score -1557920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1557921.625000 Penalty: 4493.232422
	Iteration 23Q: 3 clusters Score -1557922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1557924.250000 Penalty: 4493.232422
	Iteration 24Q: 3 clusters Score -1557924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1557924.000000 Penalty: 4493.232422
	Iteration 25Q: 3 clusters Score -1557924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1557923.125000 Penalty: 4493.232422
	Iteration 26Q: 3 clusters Score -1557923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1557923.000000 Penalty: 4493.232422
	Iteration 27Q: 3 clusters Score -1557923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1557923.000000 Penalty: 4493.232422
	Iteration 28F: 3 clusters Score -1557923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Entering Unmasked Estep 
Score: -7796598.000000 Penalty: 2639.935547
	Iteration 0F: 2 clusters Score -7796598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -7774163.500000 Penalty: 5279.871094
	Iteration 0F: 3 clusters Score -7774164 nChanged 19238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -7784852.500000 Penalty: 5279.871094
	Iteration 1F: 3 clusters Score -7784852 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7785375.000000 Penalty: 5279.871094
	Iteration 2Q: 3 clusters Score -7785375 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -7785870.500000 Penalty: 5279.871094
	Iteration 3Q: 3 clusters Score -7785870 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7786550.000000 Penalty: 5279.871094
	Iteration 4Q: 3 clusters Score -7786550 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7787244.500000 Penalty: 5279.871094
	Iteration 5Q: 3 clusters Score -7787244 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7788226.000000 Penalty: 5279.871094
	Iteration 6F: 3 clusters Score -7788226 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -7789662.500000 Penalty: 5279.871094
	Iteration 7F: 3 clusters Score -7789662 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7791446.000000 Penalty: 5279.871094
	Iteration 8F: 3 clusters Score -7791446 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -7792897.000000 Penalty: 5279.871094
	Iteration 9F: 3 clusters Score -7792897 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7793558.000000 Penalty: 5279.871094
	Iteration 10Q: 3 clusters Score -7793558 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7793800.000000 Penalty: 5279.871094
	Iteration 11Q: 3 clusters Score -7793800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -7793876.000000 Penalty: 5279.871094
	Iteration 12Q: 3 clusters Score -7793876 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7793920.500000 Penalty: 5279.871094
	Iteration 13Q: 3 clusters Score -7793920 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -7793992.500000 Penalty: 5279.871094
	Iteration 14Q: 3 clusters Score -7793992 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7794036.500000 Penalty: 5279.871094
	Iteration 15Q: 3 clusters Score -7794036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -7794074.500000 Penalty: 5279.871094
	Iteration 16Q: 3 clusters Score -7794074 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7794155.000000 Penalty: 5279.871094
	Iteration 17Q: 3 clusters Score -7794155 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -7794176.000000 Penalty: 5279.871094
	Iteration 18Q: 3 clusters Score -7794176 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -7794229.500000 Penalty: 5279.871094
	Iteration 19Q: 3 clusters Score -7794230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -7794294.000000 Penalty: 5279.871094
	Iteration 20F: 3 clusters Score -7794294 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7794338.500000 Penalty: 5279.871094
	Iteration 21Q: 3 clusters Score -7794338 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7794349.500000 Penalty: 5279.871094
	Iteration 22Q: 3 clusters Score -7794350 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -7794397.500000 Penalty: 5279.871094
	Iteration 23Q: 3 clusters Score -7794398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7794451.500000 Penalty: 5279.871094
	Iteration 24Q: 3 clusters Score -7794452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -7794502.500000 Penalty: 5279.871094
	Iteration 25Q: 3 clusters Score -7794502 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -7794531.000000 Penalty: 5279.871094
	Iteration 26Q: 3 clusters Score -7794531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -7794549.000000 Penalty: 5279.871094
	Iteration 27Q: 3 clusters Score -7794549 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -7794592.500000 Penalty: 5279.871094
	Iteration 28Q: 3 clusters Score -7794592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -7794601.000000 Penalty: 5279.871094
	Iteration 29Q: 3 clusters Score -7794601 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -7794645.500000 Penalty: 5279.871094
	Iteration 30Q: 3 clusters Score -7794646 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7794651.000000 Penalty: 5279.871094
	Iteration 31Q: 3 clusters Score -7794651 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7794688.500000 Penalty: 5279.871094
	Iteration 32Q: 3 clusters Score -7794688 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7794685.500000 Penalty: 5279.871094
	Iteration 33Q: 3 clusters Score -7794686 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -7794712.000000 Penalty: 5279.871094
	Iteration 34Q: 3 clusters Score -7794712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7794721.000000 Penalty: 5279.871094
	Iteration 35Q: 3 clusters Score -7794721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7794750.000000 Penalty: 5279.871094
	Iteration 36Q: 3 clusters Score -7794750 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -7794758.500000 Penalty: 5279.871094
	Iteration 37Q: 3 clusters Score -7794758 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7794788.500000 Penalty: 5279.871094
	Iteration 38Q: 3 clusters Score -7794788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7794838.500000 Penalty: 5279.871094
	Iteration 39Q: 3 clusters Score -7794838 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -7794870.500000 Penalty: 5279.871094
	Iteration 40F: 3 clusters Score -7794870 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7794894.000000 Penalty: 5279.871094
	Iteration 41Q: 3 clusters Score -7794894 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7794941.000000 Penalty: 5279.871094
	Iteration 42Q: 3 clusters Score -7794941 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7794980.500000 Penalty: 5279.871094
	Iteration 43Q: 3 clusters Score -7794980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -7795027.500000 Penalty: 5279.871094
	Iteration 44Q: 3 clusters Score -7795028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -7795085.000000 Penalty: 5279.871094
	Iteration 45Q: 3 clusters Score -7795085 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -7795131.500000 Penalty: 5279.871094
	Iteration 46Q: 3 clusters Score -7795132 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -7795169.000000 Penalty: 5279.871094
	Iteration 47Q: 3 clusters Score -7795169 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7795192.500000 Penalty: 5279.871094
	Iteration 48Q: 3 clusters Score -7795192 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -7795261.500000 Penalty: 5279.871094
	Iteration 49Q: 3 clusters Score -7795262 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -7795306.500000 Penalty: 5279.871094
	Iteration 50Q: 3 clusters Score -7795306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -7795309.000000 Penalty: 5279.871094
	Iteration 51Q: 3 clusters Score -7795309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7795340.000000 Penalty: 5279.871094
	Iteration 52Q: 3 clusters Score -7795340 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7795366.500000 Penalty: 5279.871094
	Iteration 53Q: 3 clusters Score -7795366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7795373.500000 Penalty: 5279.871094
	Iteration 54Q: 3 clusters Score -7795374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -7795373.000000 Penalty: 5279.871094
	Iteration 55Q: 3 clusters Score -7795373 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -7795391.500000 Penalty: 5279.871094
	Iteration 56Q: 3 clusters Score -7795392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7795412.000000 Penalty: 5279.871094
	Iteration 57Q: 3 clusters Score -7795412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -7795425.000000 Penalty: 5279.871094
	Iteration 58Q: 3 clusters Score -7795425 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7795434.000000 Penalty: 5279.871094
	Iteration 59Q: 3 clusters Score -7795434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -7795454.500000 Penalty: 5279.871094
	Iteration 60F: 3 clusters Score -7795454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7795458.500000 Penalty: 5279.871094
	Iteration 61Q: 3 clusters Score -7795458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -7795471.000000 Penalty: 5279.871094
	Iteration 62Q: 3 clusters Score -7795471 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7795495.500000 Penalty: 5279.871094
	Iteration 63Q: 3 clusters Score -7795496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7795515.000000 Penalty: 5279.871094
	Iteration 64Q: 3 clusters Score -7795515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -7795554.500000 Penalty: 5279.871094
	Iteration 65Q: 3 clusters Score -7795554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7795568.000000 Penalty: 5279.871094
	Iteration 66Q: 3 clusters Score -7795568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7795580.500000 Penalty: 5279.871094
	Iteration 67Q: 3 clusters Score -7795580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -7795595.500000 Penalty: 5279.871094
	Iteration 68Q: 3 clusters Score -7795596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7795604.500000 Penalty: 5279.871094
	Iteration 69Q: 3 clusters Score -7795604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -7795601.500000 Penalty: 5279.871094
	Iteration 70Q: 3 clusters Score -7795602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7795619.500000 Penalty: 5279.871094
	Iteration 71Q: 3 clusters Score -7795620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7795631.500000 Penalty: 5279.871094
	Iteration 72Q: 3 clusters Score -7795632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -7795627.000000 Penalty: 5279.871094
	Iteration 73Q: 3 clusters Score -7795627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -7795645.500000 Penalty: 5279.871094
	Iteration 74Q: 3 clusters Score -7795646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7795638.500000 Penalty: 5279.871094
	Iteration 75Q: 3 clusters Score -7795638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7795644.000000 Penalty: 5279.871094
	Iteration 76Q: 3 clusters Score -7795644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -7795639.500000 Penalty: 5279.871094
	Iteration 77Q: 3 clusters Score -7795640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -7795643.000000 Penalty: 5279.871094
	Iteration 78Q: 3 clusters Score -7795643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -7795652.500000 Penalty: 5279.871094
	Iteration 79Q: 3 clusters Score -7795652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7795649.000000 Penalty: 5279.871094
	Iteration 80F: 3 clusters Score -7795649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7795671.500000 Penalty: 5279.871094
	Iteration 81Q: 3 clusters Score -7795672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7795675.500000 Penalty: 5279.871094
	Iteration 82Q: 3 clusters Score -7795676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7795682.000000 Penalty: 5279.871094
	Iteration 83Q: 3 clusters Score -7795682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7795688.500000 Penalty: 5279.871094
	Iteration 84Q: 3 clusters Score -7795688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7795693.500000 Penalty: 5279.871094
	Iteration 85Q: 3 clusters Score -7795694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7795694.500000 Penalty: 5279.871094
	Iteration 86Q: 3 clusters Score -7795694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7795697.000000 Penalty: 5279.871094
	Iteration 87Q: 3 clusters Score -7795697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7795695.000000 Penalty: 5279.871094
	Iteration 88Q: 3 clusters Score -7795695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7795690.000000 Penalty: 5279.871094
	Iteration 89Q: 3 clusters Score -7795690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -7795688.000000 Penalty: 5279.871094
	Iteration 90Q: 3 clusters Score -7795688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -7795671.000000 Penalty: 5279.871094
	Iteration 91Q: 3 clusters Score -7795671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7795665.500000 Penalty: 5279.871094
	Iteration 92Q: 3 clusters Score -7795666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7795671.000000 Penalty: 5279.871094
	Iteration 93Q: 3 clusters Score -7795671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7795677.500000 Penalty: 5279.871094
	Iteration 94Q: 3 clusters Score -7795678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -7795695.500000 Penalty: 5279.871094
	Iteration 95Q: 3 clusters Score -7795696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7795694.000000 Penalty: 5279.871094
	Iteration 96Q: 3 clusters Score -7795694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -7795698.000000 Penalty: 5279.871094
	Iteration 97Q: 3 clusters Score -7795698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -7795694.500000 Penalty: 5279.871094
	Iteration 98Q: 3 clusters Score -7795694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -7795707.500000 Penalty: 5279.871094
	Iteration 99Q: 3 clusters Score -7795708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7795711.000000 Penalty: 5279.871094
	Iteration 100F: 3 clusters Score -7795711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7795715.500000 Penalty: 5279.871094
	Iteration 101Q: 3 clusters Score -7795716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -7795716.500000 Penalty: 5279.871094
	Iteration 102Q: 3 clusters Score -7795716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7795711.000000 Penalty: 5279.871094
	Iteration 103Q: 3 clusters Score -7795711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -7795713.000000 Penalty: 5279.871094
	Iteration 104Q: 3 clusters Score -7795713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7795712.500000 Penalty: 5279.871094
	Iteration 105Q: 3 clusters Score -7795712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7795714.500000 Penalty: 5279.871094
	Iteration 106Q: 3 clusters Score -7795714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7795711.500000 Penalty: 5279.871094
	Iteration 107Q: 3 clusters Score -7795712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7795714.000000 Penalty: 5279.871094
	Iteration 108Q: 3 clusters Score -7795714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7795709.500000 Penalty: 5279.871094
	Iteration 109Q: 3 clusters Score -7795710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -7795712.000000 Penalty: 5279.871094
	Iteration 110Q: 3 clusters Score -7795712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -7795712.000000 Penalty: 5279.871094
	Iteration 111F: 3 clusters Score -7795712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Entering Unmasked Estep 
Score: -984389.187500 Penalty: 2143.625244
	Iteration 0F: 2 clusters Score -984389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -979499.125000 Penalty: 4287.250488
	Iteration 0F: 3 clusters Score -979499.1 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -980837.000000 Penalty: 4287.250488
	Iteration 1F: 3 clusters Score -980837 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -981206.812500 Penalty: 4287.250488
	Iteration 2F: 3 clusters Score -981206.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -981495.312500 Penalty: 4287.250488
	Iteration 3F: 3 clusters Score -981495.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -981762.875000 Penalty: 4287.250488
	Iteration 4F: 3 clusters Score -981762.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -981995.375000 Penalty: 4287.250488
	Iteration 5F: 3 clusters Score -981995.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -982202.062500 Penalty: 4287.250488
	Iteration 6F: 3 clusters Score -982202.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -982370.687500 Penalty: 4287.250488
	Iteration 7Q: 3 clusters Score -982370.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -982514.250000 Penalty: 4287.250488
	Iteration 8Q: 3 clusters Score -982514.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -982654.687500 Penalty: 4287.250488
	Iteration 9Q: 3 clusters Score -982654.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -982754.312500 Penalty: 4287.250488
	Iteration 10Q: 3 clusters Score -982754.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -982829.812500 Penalty: 4287.250488
	Iteration 11Q: 3 clusters Score -982829.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -982885.812500 Penalty: 4287.250488
	Iteration 12Q: 3 clusters Score -982885.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -982927.062500 Penalty: 4287.250488
	Iteration 13Q: 3 clusters Score -982927.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -982952.625000 Penalty: 4287.250488
	Iteration 14Q: 3 clusters Score -982952.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -982978.562500 Penalty: 4287.250488
	Iteration 15Q: 3 clusters Score -982978.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -982991.562500 Penalty: 4287.250488
	Iteration 16Q: 3 clusters Score -982991.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -983008.812500 Penalty: 4287.250488
	Iteration 17Q: 3 clusters Score -983008.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -983029.750000 Penalty: 4287.250488
	Iteration 18Q: 3 clusters Score -983029.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -983057.125000 Penalty: 4287.250488
	Iteration 19Q: 3 clusters Score -983057.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -983090.187500 Penalty: 4287.250488
	Iteration 20F: 3 clusters Score -983090.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -983124.500000 Penalty: 4287.250488
	Iteration 21Q: 3 clusters Score -983124.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -983161.687500 Penalty: 4287.250488
	Iteration 22Q: 3 clusters Score -983161.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -983199.312500 Penalty: 4287.250488
	Iteration 23Q: 3 clusters Score -983199.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -983241.062500 Penalty: 4287.250488
	Iteration 24Q: 3 clusters Score -983241.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -983306.687500 Penalty: 4287.250488
	Iteration 25Q: 3 clusters Score -983306.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -983371.000000 Penalty: 4287.250488
	Iteration 26Q: 3 clusters Score -983371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -983435.812500 Penalty: 4287.250488
	Iteration 27Q: 3 clusters Score -983435.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -983498.062500 Penalty: 4287.250488
	Iteration 28Q: 3 clusters Score -983498.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -983551.437500 Penalty: 4287.250488
	Iteration 29Q: 3 clusters Score -983551.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -983601.437500 Penalty: 4287.250488
	Iteration 30Q: 3 clusters Score -983601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -983638.062500 Penalty: 4287.250488
	Iteration 31Q: 3 clusters Score -983638.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -983652.312500 Penalty: 4287.250488
	Iteration 32Q: 3 clusters Score -983652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -983659.937500 Penalty: 4287.250488
	Iteration 33Q: 3 clusters Score -983659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -983667.812500 Penalty: 4287.250488
	Iteration 34Q: 3 clusters Score -983667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -983671.937500 Penalty: 4287.250488
	Iteration 35Q: 3 clusters Score -983671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -983673.000000 Penalty: 4287.250488
	Iteration 36Q: 3 clusters Score -983673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -983672.937500 Penalty: 4287.250488
	Iteration 37Q: 3 clusters Score -983672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -983676.937500 Penalty: 4287.250488
	Iteration 38Q: 3 clusters Score -983676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -983680.562500 Penalty: 4287.250488
	Iteration 39Q: 3 clusters Score -983680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -983680.937500 Penalty: 4287.250488
	Iteration 40F: 3 clusters Score -983680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -983682.062500 Penalty: 4287.250488
	Iteration 41Q: 3 clusters Score -983682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -983685.062500 Penalty: 4287.250488
	Iteration 42Q: 3 clusters Score -983685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -983687.812500 Penalty: 4287.250488
	Iteration 43Q: 3 clusters Score -983687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -983691.062500 Penalty: 4287.250488
	Iteration 44Q: 3 clusters Score -983691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -983697.187500 Penalty: 4287.250488
	Iteration 45Q: 3 clusters Score -983697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -983699.937500 Penalty: 4287.250488
	Iteration 46Q: 3 clusters Score -983699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -983703.375000 Penalty: 4287.250488
	Iteration 47Q: 3 clusters Score -983703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -983703.375000 Penalty: 4287.250488
	Iteration 48F: 3 clusters Score -983703.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Entering Unmasked Estep 
Score: -8803408.000000 Penalty: 2653.438721
	Iteration 0F: 2 clusters Score -8803408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8782441.000000 Penalty: 5306.877441
	Iteration 0F: 3 clusters Score -8782441 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8793778.000000 Penalty: 5306.877441
	Iteration 1F: 3 clusters Score -8793778 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8794451.000000 Penalty: 5306.877441
	Iteration 2F: 3 clusters Score -8794451 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -8795187.000000 Penalty: 5306.877441
	Iteration 3Q: 3 clusters Score -8795187 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -8795892.000000 Penalty: 5306.877441
	Iteration 4Q: 3 clusters Score -8795892 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8796734.000000 Penalty: 5306.877441
	Iteration 5Q: 3 clusters Score -8796734 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8797736.000000 Penalty: 5306.877441
	Iteration 6Q: 3 clusters Score -8797736 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8799057.000000 Penalty: 5306.877441
	Iteration 7Q: 3 clusters Score -8799057 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8800391.000000 Penalty: 5306.877441
	Iteration 8F: 3 clusters Score -8800391 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8801307.000000 Penalty: 5306.877441
	Iteration 9Q: 3 clusters Score -8801307 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8801735.000000 Penalty: 5306.877441
	Iteration 10Q: 3 clusters Score -8801735 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -8801951.000000 Penalty: 5306.877441
	Iteration 11Q: 3 clusters Score -8801951 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8801988.000000 Penalty: 5306.877441
	Iteration 12Q: 3 clusters Score -8801988 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8802039.000000 Penalty: 5306.877441
	Iteration 13Q: 3 clusters Score -8802039 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8802026.000000 Penalty: 5306.877441
	Iteration 14Q: 3 clusters Score -8802026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8802034.000000 Penalty: 5306.877441
	Iteration 15Q: 3 clusters Score -8802034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -8802022.000000 Penalty: 5306.877441
	Iteration 16Q: 3 clusters Score -8802022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8802034.000000 Penalty: 5306.877441
	Iteration 17Q: 3 clusters Score -8802034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8802056.000000 Penalty: 5306.877441
	Iteration 18Q: 3 clusters Score -8802056 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8802050.000000 Penalty: 5306.877441
	Iteration 19Q: 3 clusters Score -8802050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8802031.000000 Penalty: 5306.877441
	Iteration 20F: 3 clusters Score -8802031 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8802018.000000 Penalty: 5306.877441
	Iteration 21Q: 3 clusters Score -8802018 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8802040.000000 Penalty: 5306.877441
	Iteration 22Q: 3 clusters Score -8802040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -8802048.000000 Penalty: 5306.877441
	Iteration 23Q: 3 clusters Score -8802048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8802076.000000 Penalty: 5306.877441
	Iteration 24Q: 3 clusters Score -8802076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8802044.000000 Penalty: 5306.877441
	Iteration 25Q: 3 clusters Score -8802044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8802064.000000 Penalty: 5306.877441
	Iteration 26Q: 3 clusters Score -8802064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8802041.000000 Penalty: 5306.877441
	Iteration 27Q: 3 clusters Score -8802041 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -8802052.000000 Penalty: 5306.877441
	Iteration 28Q: 3 clusters Score -8802052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8802061.000000 Penalty: 5306.877441
	Iteration 29Q: 3 clusters Score -8802061 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8802082.000000 Penalty: 5306.877441
	Iteration 30Q: 3 clusters Score -8802082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -8802056.000000 Penalty: 5306.877441
	Iteration 31Q: 3 clusters Score -8802056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8802062.000000 Penalty: 5306.877441
	Iteration 32Q: 3 clusters Score -8802062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8802061.000000 Penalty: 5306.877441
	Iteration 33Q: 3 clusters Score -8802061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -8802057.000000 Penalty: 5306.877441
	Iteration 34Q: 3 clusters Score -8802057 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8802067.000000 Penalty: 5306.877441
	Iteration 35Q: 3 clusters Score -8802067 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8802078.000000 Penalty: 5306.877441
	Iteration 36Q: 3 clusters Score -8802078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8802095.000000 Penalty: 5306.877441
	Iteration 37Q: 3 clusters Score -8802095 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8802106.000000 Penalty: 5306.877441
	Iteration 38Q: 3 clusters Score -8802106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -8802127.000000 Penalty: 5306.877441
	Iteration 39Q: 3 clusters Score -8802127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -8802132.000000 Penalty: 5306.877441
	Iteration 40F: 3 clusters Score -8802132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8802135.000000 Penalty: 5306.877441
	Iteration 41Q: 3 clusters Score -8802135 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8802161.000000 Penalty: 5306.877441
	Iteration 42Q: 3 clusters Score -8802161 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8802190.000000 Penalty: 5306.877441
	Iteration 43Q: 3 clusters Score -8802190 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -8802198.000000 Penalty: 5306.877441
	Iteration 44Q: 3 clusters Score -8802198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8802187.000000 Penalty: 5306.877441
	Iteration 45Q: 3 clusters Score -8802187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -8802197.000000 Penalty: 5306.877441
	Iteration 46Q: 3 clusters Score -8802197 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -8802255.000000 Penalty: 5306.877441
	Iteration 47Q: 3 clusters Score -8802255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8802257.000000 Penalty: 5306.877441
	Iteration 48Q: 3 clusters Score -8802257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8802260.000000 Penalty: 5306.877441
	Iteration 49Q: 3 clusters Score -8802260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8802266.000000 Penalty: 5306.877441
	Iteration 50Q: 3 clusters Score -8802266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8802279.000000 Penalty: 5306.877441
	Iteration 51Q: 3 clusters Score -8802279 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -8802260.000000 Penalty: 5306.877441
	Iteration 52Q: 3 clusters Score -8802260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8802277.000000 Penalty: 5306.877441
	Iteration 53Q: 3 clusters Score -8802277 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -8802251.000000 Penalty: 5306.877441
	Iteration 54Q: 3 clusters Score -8802251 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8802285.000000 Penalty: 5306.877441
	Iteration 55Q: 3 clusters Score -8802285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8802265.000000 Penalty: 5306.877441
	Iteration 56Q: 3 clusters Score -8802265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8802281.000000 Penalty: 5306.877441
	Iteration 57Q: 3 clusters Score -8802281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8802255.000000 Penalty: 5306.877441
	Iteration 58Q: 3 clusters Score -8802255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8802280.000000 Penalty: 5306.877441
	Iteration 59Q: 3 clusters Score -8802280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8802270.000000 Penalty: 5306.877441
	Iteration 60F: 3 clusters Score -8802270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8802243.000000 Penalty: 5306.877441
	Iteration 61Q: 3 clusters Score -8802243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8802236.000000 Penalty: 5306.877441
	Iteration 62Q: 3 clusters Score -8802236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -8802275.000000 Penalty: 5306.877441
	Iteration 63Q: 3 clusters Score -8802275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8802249.000000 Penalty: 5306.877441
	Iteration 64Q: 3 clusters Score -8802249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8802270.000000 Penalty: 5306.877441
	Iteration 65Q: 3 clusters Score -8802270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8802283.000000 Penalty: 5306.877441
	Iteration 66Q: 3 clusters Score -8802283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8802291.000000 Penalty: 5306.877441
	Iteration 67Q: 3 clusters Score -8802291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8802280.000000 Penalty: 5306.877441
	Iteration 68Q: 3 clusters Score -8802280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8802298.000000 Penalty: 5306.877441
	Iteration 69Q: 3 clusters Score -8802298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -8802286.000000 Penalty: 5306.877441
	Iteration 70Q: 3 clusters Score -8802286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8802303.000000 Penalty: 5306.877441
	Iteration 71Q: 3 clusters Score -8802303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8802276.000000 Penalty: 5306.877441
	Iteration 72Q: 3 clusters Score -8802276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8802284.000000 Penalty: 5306.877441
	Iteration 73Q: 3 clusters Score -8802284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8802290.000000 Penalty: 5306.877441
	Iteration 74Q: 3 clusters Score -8802290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -8802298.000000 Penalty: 5306.877441
	Iteration 75Q: 3 clusters Score -8802298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8802278.000000 Penalty: 5306.877441
	Iteration 76Q: 3 clusters Score -8802278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -8802266.000000 Penalty: 5306.877441
	Iteration 77Q: 3 clusters Score -8802266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8802292.000000 Penalty: 5306.877441
	Iteration 78Q: 3 clusters Score -8802292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -8802291.000000 Penalty: 5306.877441
	Iteration 79Q: 3 clusters Score -8802291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8802269.000000 Penalty: 5306.877441
	Iteration 80F: 3 clusters Score -8802269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8802261.000000 Penalty: 5306.877441
	Iteration 81Q: 3 clusters Score -8802261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8802272.000000 Penalty: 5306.877441
	Iteration 82Q: 3 clusters Score -8802272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -8802259.000000 Penalty: 5306.877441
	Iteration 83Q: 3 clusters Score -8802259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -8802289.000000 Penalty: 5306.877441
	Iteration 84Q: 3 clusters Score -8802289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8802279.000000 Penalty: 5306.877441
	Iteration 85Q: 3 clusters Score -8802279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8802289.000000 Penalty: 5306.877441
	Iteration 86Q: 3 clusters Score -8802289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8802274.000000 Penalty: 5306.877441
	Iteration 87Q: 3 clusters Score -8802274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8802274.000000 Penalty: 5306.877441
	Iteration 88Q: 3 clusters Score -8802274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8802273.000000 Penalty: 5306.877441
	Iteration 89Q: 3 clusters Score -8802273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8802284.000000 Penalty: 5306.877441
	Iteration 90Q: 3 clusters Score -8802284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8802280.000000 Penalty: 5306.877441
	Iteration 91Q: 3 clusters Score -8802280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8802260.000000 Penalty: 5306.877441
	Iteration 92Q: 3 clusters Score -8802260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8802259.000000 Penalty: 5306.877441
	Iteration 93Q: 3 clusters Score -8802259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -8802261.000000 Penalty: 5306.877441
	Iteration 94Q: 3 clusters Score -8802261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -8802255.000000 Penalty: 5306.877441
	Iteration 95Q: 3 clusters Score -8802255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -8802255.000000 Penalty: 5306.877441
	Iteration 96Q: 3 clusters Score -8802255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8802265.000000 Penalty: 5306.877441
	Iteration 97Q: 3 clusters Score -8802265 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8802266.000000 Penalty: 5306.877441
	Iteration 98Q: 3 clusters Score -8802266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8802245.000000 Penalty: 5306.877441
	Iteration 99Q: 3 clusters Score -8802245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8802253.000000 Penalty: 5306.877441
	Iteration 100F: 3 clusters Score -8802253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -8802258.000000 Penalty: 5306.877441
	Iteration 101Q: 3 clusters Score -8802258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -8802269.000000 Penalty: 5306.877441
	Iteration 102Q: 3 clusters Score -8802269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8802287.000000 Penalty: 5306.877441
	Iteration 103Q: 3 clusters Score -8802287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -8802288.000000 Penalty: 5306.877441
	Iteration 104Q: 3 clusters Score -8802288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8802271.000000 Penalty: 5306.877441
	Iteration 105Q: 3 clusters Score -8802271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8802273.000000 Penalty: 5306.877441
	Iteration 106Q: 3 clusters Score -8802273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8802299.000000 Penalty: 5306.877441
	Iteration 107Q: 3 clusters Score -8802299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8802345.000000 Penalty: 5306.877441
	Iteration 108Q: 3 clusters Score -8802345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8802326.000000 Penalty: 5306.877441
	Iteration 109Q: 3 clusters Score -8802326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8802346.000000 Penalty: 5306.877441
	Iteration 110Q: 3 clusters Score -8802346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8802359.000000 Penalty: 5306.877441
	Iteration 111Q: 3 clusters Score -8802359 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8802369.000000 Penalty: 5306.877441
	Iteration 112Q: 3 clusters Score -8802369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8802376.000000 Penalty: 5306.877441
	Iteration 113Q: 3 clusters Score -8802376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -8802376.000000 Penalty: 5306.877441
	Iteration 114Q: 3 clusters Score -8802376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8802379.000000 Penalty: 5306.877441
	Iteration 115Q: 3 clusters Score -8802379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8802388.000000 Penalty: 5306.877441
	Iteration 116Q: 3 clusters Score -8802388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8802387.000000 Penalty: 5306.877441
	Iteration 117Q: 3 clusters Score -8802387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8802382.000000 Penalty: 5306.877441
	Iteration 118Q: 3 clusters Score -8802382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8802386.000000 Penalty: 5306.877441
	Iteration 119Q: 3 clusters Score -8802386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8802412.000000 Penalty: 5306.877441
	Iteration 120F: 3 clusters Score -8802412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8802407.000000 Penalty: 5306.877441
	Iteration 121Q: 3 clusters Score -8802407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8802409.000000 Penalty: 5306.877441
	Iteration 122Q: 3 clusters Score -8802409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8802420.000000 Penalty: 5306.877441
	Iteration 123Q: 3 clusters Score -8802420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8802443.000000 Penalty: 5306.877441
	Iteration 124Q: 3 clusters Score -8802443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8802419.000000 Penalty: 5306.877441
	Iteration 125Q: 3 clusters Score -8802419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8802425.000000 Penalty: 5306.877441
	Iteration 126Q: 3 clusters Score -8802425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -8802421.000000 Penalty: 5306.877441
	Iteration 127Q: 3 clusters Score -8802421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -8802404.000000 Penalty: 5306.877441
	Iteration 128Q: 3 clusters Score -8802404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -8802417.000000 Penalty: 5306.877441
	Iteration 129Q: 3 clusters Score -8802417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -8802405.000000 Penalty: 5306.877441
	Iteration 130Q: 3 clusters Score -8802405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -8802418.000000 Penalty: 5306.877441
	Iteration 131Q: 3 clusters Score -8802418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8802443.000000 Penalty: 5306.877441
	Iteration 132Q: 3 clusters Score -8802443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8802456.000000 Penalty: 5306.877441
	Iteration 133Q: 3 clusters Score -8802456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8802456.000000 Penalty: 5306.877441
	Iteration 134Q: 3 clusters Score -8802456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8802448.000000 Penalty: 5306.877441
	Iteration 135Q: 3 clusters Score -8802448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8802459.000000 Penalty: 5306.877441
	Iteration 136Q: 3 clusters Score -8802459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8802452.000000 Penalty: 5306.877441
	Iteration 137Q: 3 clusters Score -8802452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8802444.000000 Penalty: 5306.877441
	Iteration 138Q: 3 clusters Score -8802444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8802440.000000 Penalty: 5306.877441
	Iteration 139Q: 3 clusters Score -8802440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8802455.000000 Penalty: 5306.877441
	Iteration 140F: 3 clusters Score -8802455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8802461.000000 Penalty: 5306.877441
	Iteration 141Q: 3 clusters Score -8802461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8802468.000000 Penalty: 5306.877441
	Iteration 142Q: 3 clusters Score -8802468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8802467.000000 Penalty: 5306.877441
	Iteration 143Q: 3 clusters Score -8802467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8802460.000000 Penalty: 5306.877441
	Iteration 144Q: 3 clusters Score -8802460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8802463.000000 Penalty: 5306.877441
	Iteration 145Q: 3 clusters Score -8802463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8802482.000000 Penalty: 5306.877441
	Iteration 146Q: 3 clusters Score -8802482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -8802446.000000 Penalty: 5306.877441
	Iteration 147Q: 3 clusters Score -8802446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8802462.000000 Penalty: 5306.877441
	Iteration 148Q: 3 clusters Score -8802462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -8802465.000000 Penalty: 5306.877441
	Iteration 149Q: 3 clusters Score -8802465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8802460.000000 Penalty: 5306.877441
	Iteration 150Q: 3 clusters Score -8802460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8802453.000000 Penalty: 5306.877441
	Iteration 151Q: 3 clusters Score -8802453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8802456.000000 Penalty: 5306.877441
	Iteration 152Q: 3 clusters Score -8802456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8802482.000000 Penalty: 5306.877441
	Iteration 153Q: 3 clusters Score -8802482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802480.000000 Penalty: 5306.877441
	Iteration 154Q: 3 clusters Score -8802480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8802486.000000 Penalty: 5306.877441
	Iteration 155Q: 3 clusters Score -8802486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8802490.000000 Penalty: 5306.877441
	Iteration 156Q: 3 clusters Score -8802490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8802486.000000 Penalty: 5306.877441
	Iteration 157Q: 3 clusters Score -8802486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802472.000000 Penalty: 5306.877441
	Iteration 158Q: 3 clusters Score -8802472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8802486.000000 Penalty: 5306.877441
	Iteration 159Q: 3 clusters Score -8802486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8802482.000000 Penalty: 5306.877441
	Iteration 160F: 3 clusters Score -8802482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8802499.000000 Penalty: 5306.877441
	Iteration 161Q: 3 clusters Score -8802499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8802481.000000 Penalty: 5306.877441
	Iteration 162Q: 3 clusters Score -8802481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8802502.000000 Penalty: 5306.877441
	Iteration 163Q: 3 clusters Score -8802502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8802452.000000 Penalty: 5306.877441
	Iteration 164Q: 3 clusters Score -8802452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8802462.000000 Penalty: 5306.877441
	Iteration 165Q: 3 clusters Score -8802462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8802447.000000 Penalty: 5306.877441
	Iteration 166Q: 3 clusters Score -8802447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -8802466.000000 Penalty: 5306.877441
	Iteration 167Q: 3 clusters Score -8802466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -8802469.000000 Penalty: 5306.877441
	Iteration 168Q: 3 clusters Score -8802469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8802482.000000 Penalty: 5306.877441
	Iteration 169Q: 3 clusters Score -8802482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8802485.000000 Penalty: 5306.877441
	Iteration 170Q: 3 clusters Score -8802485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802521.000000 Penalty: 5306.877441
	Iteration 171Q: 3 clusters Score -8802521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8802556.000000 Penalty: 5306.877441
	Iteration 172Q: 3 clusters Score -8802556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8802573.000000 Penalty: 5306.877441
	Iteration 173Q: 3 clusters Score -8802573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8802563.000000 Penalty: 5306.877441
	Iteration 174Q: 3 clusters Score -8802563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8802570.000000 Penalty: 5306.877441
	Iteration 175Q: 3 clusters Score -8802570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8802573.000000 Penalty: 5306.877441
	Iteration 176Q: 3 clusters Score -8802573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8802585.000000 Penalty: 5306.877441
	Iteration 177Q: 3 clusters Score -8802585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8802580.000000 Penalty: 5306.877441
	Iteration 178Q: 3 clusters Score -8802580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8802576.000000 Penalty: 5306.877441
	Iteration 179Q: 3 clusters Score -8802576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8802585.000000 Penalty: 5306.877441
	Iteration 180F: 3 clusters Score -8802585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8802584.000000 Penalty: 5306.877441
	Iteration 181Q: 3 clusters Score -8802584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8802589.000000 Penalty: 5306.877441
	Iteration 182Q: 3 clusters Score -8802589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8802595.000000 Penalty: 5306.877441
	Iteration 183Q: 3 clusters Score -8802595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8802603.000000 Penalty: 5306.877441
	Iteration 184Q: 3 clusters Score -8802603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8802619.000000 Penalty: 5306.877441
	Iteration 185Q: 3 clusters Score -8802619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8802618.000000 Penalty: 5306.877441
	Iteration 186Q: 3 clusters Score -8802618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -8802626.000000 Penalty: 5306.877441
	Iteration 187Q: 3 clusters Score -8802626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8802619.000000 Penalty: 5306.877441
	Iteration 188Q: 3 clusters Score -8802619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8802623.000000 Penalty: 5306.877441
	Iteration 189Q: 3 clusters Score -8802623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8802619.000000 Penalty: 5306.877441
	Iteration 190Q: 3 clusters Score -8802619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8802616.000000 Penalty: 5306.877441
	Iteration 191Q: 3 clusters Score -8802616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8802615.000000 Penalty: 5306.877441
	Iteration 192Q: 3 clusters Score -8802615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8802611.000000 Penalty: 5306.877441
	Iteration 193Q: 3 clusters Score -8802611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -8802584.000000 Penalty: 5306.877441
	Iteration 194Q: 3 clusters Score -8802584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8802613.000000 Penalty: 5306.877441
	Iteration 195Q: 3 clusters Score -8802613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -8802587.000000 Penalty: 5306.877441
	Iteration 196Q: 3 clusters Score -8802587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8802591.000000 Penalty: 5306.877441
	Iteration 197Q: 3 clusters Score -8802591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -8802584.000000 Penalty: 5306.877441
	Iteration 198Q: 3 clusters Score -8802584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -8802590.000000 Penalty: 5306.877441
	Iteration 199Q: 3 clusters Score -8802590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8802556.000000 Penalty: 5306.877441
	Iteration 200F: 3 clusters Score -8802556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8802560.000000 Penalty: 5306.877441
	Iteration 201Q: 3 clusters Score -8802560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -8802558.000000 Penalty: 5306.877441
	Iteration 202Q: 3 clusters Score -8802558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802545.000000 Penalty: 5306.877441
	Iteration 203Q: 3 clusters Score -8802545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8802541.000000 Penalty: 5306.877441
	Iteration 204Q: 3 clusters Score -8802541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802546.000000 Penalty: 5306.877441
	Iteration 205Q: 3 clusters Score -8802546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8802546.000000 Penalty: 5306.877441
	Iteration 206F: 3 clusters Score -8802546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Entering Unmasked Estep 
Score: -8194801.500000 Penalty: 2663.707764
	Iteration 0F: 2 clusters Score -8194802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8170880.000000 Penalty: 5327.415527
	Iteration 0F: 3 clusters Score -8170880 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -8182465.500000 Penalty: 5327.415527
	Iteration 1F: 3 clusters Score -8182466 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8182963.000000 Penalty: 5327.415527
	Iteration 2Q: 3 clusters Score -8182963 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -8183426.500000 Penalty: 5327.415527
	Iteration 3Q: 3 clusters Score -8183426 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -8183949.500000 Penalty: 5327.415527
	Iteration 4Q: 3 clusters Score -8183950 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -8184662.000000 Penalty: 5327.415527
	Iteration 5Q: 3 clusters Score -8184662 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -8185641.000000 Penalty: 5327.415527
	Iteration 6Q: 3 clusters Score -8185641 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -8187311.000000 Penalty: 5327.415527
	Iteration 7F: 3 clusters Score -8187311 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -8189912.000000 Penalty: 5327.415527
	Iteration 8F: 3 clusters Score -8189912 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8192340.000000 Penalty: 5327.415527
	Iteration 9F: 3 clusters Score -8192340 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8192726.000000 Penalty: 5327.415527
	Iteration 10F: 3 clusters Score -8192726 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8192692.000000 Penalty: 5327.415527
	Iteration 11Q: 3 clusters Score -8192692 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8192836.500000 Penalty: 5327.415527
	Iteration 12Q: 3 clusters Score -8192836 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8193056.000000 Penalty: 5327.415527
	Iteration 13Q: 3 clusters Score -8193056 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8193225.500000 Penalty: 5327.415527
	Iteration 14Q: 3 clusters Score -8193226 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8193343.500000 Penalty: 5327.415527
	Iteration 15Q: 3 clusters Score -8193344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8193411.500000 Penalty: 5327.415527
	Iteration 16Q: 3 clusters Score -8193412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8193450.500000 Penalty: 5327.415527
	Iteration 17Q: 3 clusters Score -8193450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8193477.500000 Penalty: 5327.415527
	Iteration 18Q: 3 clusters Score -8193478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8193505.500000 Penalty: 5327.415527
	Iteration 19Q: 3 clusters Score -8193506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -8193533.000000 Penalty: 5327.415527
	Iteration 20F: 3 clusters Score -8193533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8193544.500000 Penalty: 5327.415527
	Iteration 21Q: 3 clusters Score -8193544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -8193551.000000 Penalty: 5327.415527
	Iteration 22Q: 3 clusters Score -8193551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -8193565.000000 Penalty: 5327.415527
	Iteration 23Q: 3 clusters Score -8193565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8193560.000000 Penalty: 5327.415527
	Iteration 24Q: 3 clusters Score -8193560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8193564.000000 Penalty: 5327.415527
	Iteration 25Q: 3 clusters Score -8193564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -8193568.000000 Penalty: 5327.415527
	Iteration 26Q: 3 clusters Score -8193568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -8193569.500000 Penalty: 5327.415527
	Iteration 27Q: 3 clusters Score -8193570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -8193569.500000 Penalty: 5327.415527
	Iteration 28F: 3 clusters Score -8193570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -51586.906250 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -51586.91 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 225 members 
Entering Unmasked Estep 
Score: -50707.480469 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -50707.48 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51494.535156 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -51494.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51733.855469 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -51733.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51839.753906 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -51839.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52027.101562 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -52027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52244.011719 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -52244.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52342.183594 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -52342.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52442.886719 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -52442.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52467.621094 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -52467.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52500.792969 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -52500.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52549.070312 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -52549.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52559.382812 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -52559.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52563.625000 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -52563.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52586.839844 Penalty: 3019.040283
	Iteration 13F: 3 clusters Score -52586.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52726.210938 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -52726.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52743.066406 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -52743.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52748.000000 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -52748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52748.000000 Penalty: 3019.040283
	Iteration 17F: 3 clusters Score -52748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 121 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1640 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 41163 members 
Mstep: Class 14 contains 42927 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Entering Unmasked Estep 
Score: -87131240.000000 Penalty: 64785.859375
Splitting cluster 8 changes total score from -87131296.000000 to -87131240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (42317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Entering Unmasked Estep 
Score: -7911406.000000 Penalty: 2641.930176
	Iteration 0F: 2 clusters Score -7911406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7888571.000000 Penalty: 5283.860352
	Iteration 0F: 3 clusters Score -7888571 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -7899107.000000 Penalty: 5283.860352
	Iteration 1F: 3 clusters Score -7899107 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -7899604.000000 Penalty: 5283.860352
	Iteration 2F: 3 clusters Score -7899604 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7900101.000000 Penalty: 5283.860352
	Iteration 3Q: 3 clusters Score -7900101 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -7900684.500000 Penalty: 5283.860352
	Iteration 4Q: 3 clusters Score -7900684 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7901332.500000 Penalty: 5283.860352
	Iteration 5Q: 3 clusters Score -7901332 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -7902074.500000 Penalty: 5283.860352
	Iteration 6F: 3 clusters Score -7902074 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -7902538.500000 Penalty: 5283.860352
	Iteration 7F: 3 clusters Score -7902538 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -7903082.500000 Penalty: 5283.860352
	Iteration 8F: 3 clusters Score -7903082 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -7903771.000000 Penalty: 5283.860352
	Iteration 9F: 3 clusters Score -7903771 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -7904519.000000 Penalty: 5283.860352
	Iteration 10F: 3 clusters Score -7904519 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -7905237.000000 Penalty: 5283.860352
	Iteration 11Q: 3 clusters Score -7905237 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -7905637.000000 Penalty: 5283.860352
	Iteration 12Q: 3 clusters Score -7905637 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -7905837.500000 Penalty: 5283.860352
	Iteration 13Q: 3 clusters Score -7905838 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -7906035.000000 Penalty: 5283.860352
	Iteration 14Q: 3 clusters Score -7906035 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -7906287.500000 Penalty: 5283.860352
	Iteration 15Q: 3 clusters Score -7906288 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -7906647.500000 Penalty: 5283.860352
	Iteration 16Q: 3 clusters Score -7906648 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -7906924.500000 Penalty: 5283.860352
	Iteration 17Q: 3 clusters Score -7906924 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -7907321.500000 Penalty: 5283.860352
	Iteration 18Q: 3 clusters Score -7907322 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7907709.500000 Penalty: 5283.860352
	Iteration 19Q: 3 clusters Score -7907710 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -7908110.500000 Penalty: 5283.860352
	Iteration 20F: 3 clusters Score -7908110 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -7908036.000000 Penalty: 5283.860352
	Iteration 21Q: 3 clusters Score -7908036 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -7907640.500000 Penalty: 5283.860352
	Iteration 22Q: 3 clusters Score -7907640 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -7907157.000000 Penalty: 5283.860352
	Iteration 23Q: 3 clusters Score -7907157 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -7906814.000000 Penalty: 5283.860352
	Iteration 24Q: 3 clusters Score -7906814 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -7906557.500000 Penalty: 5283.860352
	Iteration 25Q: 3 clusters Score -7906558 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -7906435.000000 Penalty: 5283.860352
	Iteration 26Q: 3 clusters Score -7906435 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -7906379.000000 Penalty: 5283.860352
	Iteration 27Q: 3 clusters Score -7906379 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -7906405.500000 Penalty: 5283.860352
	Iteration 28Q: 3 clusters Score -7906406 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7906600.500000 Penalty: 5283.860352
	Iteration 29Q: 3 clusters Score -7906600 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -7906758.500000 Penalty: 5283.860352
	Iteration 30Q: 3 clusters Score -7906758 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -7907126.000000 Penalty: 5283.860352
	Iteration 31Q: 3 clusters Score -7907126 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -7907523.500000 Penalty: 5283.860352
	Iteration 32Q: 3 clusters Score -7907524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -7907933.000000 Penalty: 5283.860352
	Iteration 33Q: 3 clusters Score -7907933 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -7908371.500000 Penalty: 5283.860352
	Iteration 34Q: 3 clusters Score -7908372 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -7908730.500000 Penalty: 5283.860352
	Iteration 35Q: 3 clusters Score -7908730 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -7908940.500000 Penalty: 5283.860352
	Iteration 36Q: 3 clusters Score -7908940 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7909054.000000 Penalty: 5283.860352
	Iteration 37Q: 3 clusters Score -7909054 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -7909033.000000 Penalty: 5283.860352
	Iteration 38Q: 3 clusters Score -7909033 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -7909006.500000 Penalty: 5283.860352
	Iteration 39Q: 3 clusters Score -7909006 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -7908850.000000 Penalty: 5283.860352
	Iteration 40F: 3 clusters Score -7908850 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -7908725.000000 Penalty: 5283.860352
	Iteration 41Q: 3 clusters Score -7908725 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -7908623.500000 Penalty: 5283.860352
	Iteration 42Q: 3 clusters Score -7908624 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -7908614.000000 Penalty: 5283.860352
	Iteration 43Q: 3 clusters Score -7908614 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -7908666.000000 Penalty: 5283.860352
	Iteration 44Q: 3 clusters Score -7908666 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -7908746.500000 Penalty: 5283.860352
	Iteration 45Q: 3 clusters Score -7908746 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -7908874.500000 Penalty: 5283.860352
	Iteration 46Q: 3 clusters Score -7908874 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7909063.000000 Penalty: 5283.860352
	Iteration 47Q: 3 clusters Score -7909063 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -7909304.000000 Penalty: 5283.860352
	Iteration 48Q: 3 clusters Score -7909304 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -7909525.500000 Penalty: 5283.860352
	Iteration 49Q: 3 clusters Score -7909526 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -7909642.000000 Penalty: 5283.860352
	Iteration 50Q: 3 clusters Score -7909642 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -7909682.000000 Penalty: 5283.860352
	Iteration 51Q: 3 clusters Score -7909682 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -7909700.000000 Penalty: 5283.860352
	Iteration 52Q: 3 clusters Score -7909700 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -7909704.500000 Penalty: 5283.860352
	Iteration 53Q: 3 clusters Score -7909704 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -7909685.500000 Penalty: 5283.860352
	Iteration 54Q: 3 clusters Score -7909686 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -7909706.500000 Penalty: 5283.860352
	Iteration 55Q: 3 clusters Score -7909706 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -7909787.500000 Penalty: 5283.860352
	Iteration 56Q: 3 clusters Score -7909788 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -7909815.500000 Penalty: 5283.860352
	Iteration 57Q: 3 clusters Score -7909816 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -7909884.500000 Penalty: 5283.860352
	Iteration 58Q: 3 clusters Score -7909884 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -7909904.500000 Penalty: 5283.860352
	Iteration 59Q: 3 clusters Score -7909904 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -7909948.500000 Penalty: 5283.860352
	Iteration 60F: 3 clusters Score -7909948 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -7910032.000000 Penalty: 5283.860352
	Iteration 61Q: 3 clusters Score -7910032 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -7910058.000000 Penalty: 5283.860352
	Iteration 62Q: 3 clusters Score -7910058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7910099.000000 Penalty: 5283.860352
	Iteration 63Q: 3 clusters Score -7910099 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -7910168.500000 Penalty: 5283.860352
	Iteration 64Q: 3 clusters Score -7910168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -7910185.000000 Penalty: 5283.860352
	Iteration 65Q: 3 clusters Score -7910185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -7910219.000000 Penalty: 5283.860352
	Iteration 66Q: 3 clusters Score -7910219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -7910260.000000 Penalty: 5283.860352
	Iteration 67Q: 3 clusters Score -7910260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7910257.500000 Penalty: 5283.860352
	Iteration 68Q: 3 clusters Score -7910258 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -7910281.000000 Penalty: 5283.860352
	Iteration 69Q: 3 clusters Score -7910281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -7910273.000000 Penalty: 5283.860352
	Iteration 70Q: 3 clusters Score -7910273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7910291.000000 Penalty: 5283.860352
	Iteration 71Q: 3 clusters Score -7910291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -7910313.500000 Penalty: 5283.860352
	Iteration 72Q: 3 clusters Score -7910314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -7910304.000000 Penalty: 5283.860352
	Iteration 73Q: 3 clusters Score -7910304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7910294.500000 Penalty: 5283.860352
	Iteration 74Q: 3 clusters Score -7910294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7910293.500000 Penalty: 5283.860352
	Iteration 75Q: 3 clusters Score -7910294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -7910291.500000 Penalty: 5283.860352
	Iteration 76Q: 3 clusters Score -7910292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7910295.500000 Penalty: 5283.860352
	Iteration 77Q: 3 clusters Score -7910296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7910306.500000 Penalty: 5283.860352
	Iteration 78Q: 3 clusters Score -7910306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7910314.000000 Penalty: 5283.860352
	Iteration 79Q: 3 clusters Score -7910314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7910307.500000 Penalty: 5283.860352
	Iteration 80F: 3 clusters Score -7910308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7910309.000000 Penalty: 5283.860352
	Iteration 81Q: 3 clusters Score -7910309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -7910297.000000 Penalty: 5283.860352
	Iteration 82Q: 3 clusters Score -7910297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -7910299.500000 Penalty: 5283.860352
	Iteration 83Q: 3 clusters Score -7910300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -7910301.500000 Penalty: 5283.860352
	Iteration 84Q: 3 clusters Score -7910302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7910303.500000 Penalty: 5283.860352
	Iteration 85Q: 3 clusters Score -7910304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -7910304.000000 Penalty: 5283.860352
	Iteration 86Q: 3 clusters Score -7910304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7910296.000000 Penalty: 5283.860352
	Iteration 87Q: 3 clusters Score -7910296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7910303.000000 Penalty: 5283.860352
	Iteration 88Q: 3 clusters Score -7910303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7910308.000000 Penalty: 5283.860352
	Iteration 89Q: 3 clusters Score -7910308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7910306.500000 Penalty: 5283.860352
	Iteration 90Q: 3 clusters Score -7910306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -7910307.000000 Penalty: 5283.860352
	Iteration 91Q: 3 clusters Score -7910307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -7910306.000000 Penalty: 5283.860352
	Iteration 92Q: 3 clusters Score -7910306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7910307.500000 Penalty: 5283.860352
	Iteration 93Q: 3 clusters Score -7910308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -7910309.500000 Penalty: 5283.860352
	Iteration 94Q: 3 clusters Score -7910310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7910310.000000 Penalty: 5283.860352
	Iteration 95Q: 3 clusters Score -7910310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -7910288.500000 Penalty: 5283.860352
	Iteration 96Q: 3 clusters Score -7910288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -7910300.000000 Penalty: 5283.860352
	Iteration 97Q: 3 clusters Score -7910300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -7910295.000000 Penalty: 5283.860352
	Iteration 98Q: 3 clusters Score -7910295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -7910292.000000 Penalty: 5283.860352
	Iteration 99Q: 3 clusters Score -7910292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7910294.500000 Penalty: 5283.860352
	Iteration 100F: 3 clusters Score -7910294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7910294.000000 Penalty: 5283.860352
	Iteration 101Q: 3 clusters Score -7910294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7910300.000000 Penalty: 5283.860352
	Iteration 102Q: 3 clusters Score -7910300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7910301.500000 Penalty: 5283.860352
	Iteration 103Q: 3 clusters Score -7910302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7910296.500000 Penalty: 5283.860352
	Iteration 104Q: 3 clusters Score -7910296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -7910296.500000 Penalty: 5283.860352
	Iteration 105Q: 3 clusters Score -7910296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7910300.500000 Penalty: 5283.860352
	Iteration 106Q: 3 clusters Score -7910300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7910295.500000 Penalty: 5283.860352
	Iteration 107Q: 3 clusters Score -7910296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7910292.500000 Penalty: 5283.860352
	Iteration 108Q: 3 clusters Score -7910292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7910297.500000 Penalty: 5283.860352
	Iteration 109Q: 3 clusters Score -7910298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -7910296.500000 Penalty: 5283.860352
	Iteration 110Q: 3 clusters Score -7910296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7910295.500000 Penalty: 5283.860352
	Iteration 111Q: 3 clusters Score -7910296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -7910300.500000 Penalty: 5283.860352
	Iteration 112Q: 3 clusters Score -7910300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7910295.000000 Penalty: 5283.860352
	Iteration 113Q: 3 clusters Score -7910295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7910295.000000 Penalty: 5283.860352
	Iteration 114F: 3 clusters Score -7910295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -272870.968750 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -272871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -270674.625000 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -270674.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -272132.218750 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -272132.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -274498.687500 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -274498.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -276698.437500 Penalty: 3671.615967
	Iteration 3F: 3 clusters Score -276698.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -277248.687500 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -277248.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -277423.187500 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -277423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -277507.906250 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -277507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -277511.843750 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -277511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -277511.843750 Penalty: 3671.615967
	Iteration 8F: 3 clusters Score -277511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 41163 members 
Mstep: Class 14 contains 42927 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Entering Unmasked Estep 
Score: -87134776.000000 Penalty: 64785.859375
Splitting cluster 10 changes total score from -87131296.000000 to -87134776.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (22570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Entering Unmasked Estep 
Score: -4161261.750000 Penalty: 2486.045410
	Iteration 0F: 2 clusters Score -4161262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4147447.000000 Penalty: 4972.090820
	Iteration 0F: 3 clusters Score -4147447 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4152653.750000 Penalty: 4972.090820
	Iteration 1F: 3 clusters Score -4152654 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4153096.750000 Penalty: 4972.090820
	Iteration 2F: 3 clusters Score -4153097 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4153497.500000 Penalty: 4972.090820
	Iteration 3Q: 3 clusters Score -4153498 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4153940.750000 Penalty: 4972.090820
	Iteration 4Q: 3 clusters Score -4153941 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4154454.000000 Penalty: 4972.090820
	Iteration 5F: 3 clusters Score -4154454 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4155126.500000 Penalty: 4972.090820
	Iteration 6F: 3 clusters Score -4155126 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4156000.500000 Penalty: 4972.090820
	Iteration 7F: 3 clusters Score -4156000 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4156959.250000 Penalty: 4972.090820
	Iteration 8F: 3 clusters Score -4156959 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4157676.000000 Penalty: 4972.090820
	Iteration 9F: 3 clusters Score -4157676 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4158215.250000 Penalty: 4972.090820
	Iteration 10Q: 3 clusters Score -4158215 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4158643.750000 Penalty: 4972.090820
	Iteration 11Q: 3 clusters Score -4158644 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4158888.250000 Penalty: 4972.090820
	Iteration 12Q: 3 clusters Score -4158888 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -4159015.250000 Penalty: 4972.090820
	Iteration 13Q: 3 clusters Score -4159015 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -4159111.250000 Penalty: 4972.090820
	Iteration 14Q: 3 clusters Score -4159111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4159185.750000 Penalty: 4972.090820
	Iteration 15Q: 3 clusters Score -4159186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4159226.000000 Penalty: 4972.090820
	Iteration 16Q: 3 clusters Score -4159226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4159235.000000 Penalty: 4972.090820
	Iteration 17Q: 3 clusters Score -4159235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4159240.000000 Penalty: 4972.090820
	Iteration 18Q: 3 clusters Score -4159240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4159246.250000 Penalty: 4972.090820
	Iteration 19Q: 3 clusters Score -4159246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4159249.000000 Penalty: 4972.090820
	Iteration 20F: 3 clusters Score -4159249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4159248.500000 Penalty: 4972.090820
	Iteration 21Q: 3 clusters Score -4159248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4159248.750000 Penalty: 4972.090820
	Iteration 22Q: 3 clusters Score -4159249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4159248.750000 Penalty: 4972.090820
	Iteration 23Q: 3 clusters Score -4159249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4159252.000000 Penalty: 4972.090820
	Iteration 24Q: 3 clusters Score -4159252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4159250.250000 Penalty: 4972.090820
	Iteration 25Q: 3 clusters Score -4159250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4159252.250000 Penalty: 4972.090820
	Iteration 26Q: 3 clusters Score -4159252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4159256.000000 Penalty: 4972.090820
	Iteration 27Q: 3 clusters Score -4159256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -4159256.000000 Penalty: 4972.090820
	Iteration 28F: 3 clusters Score -4159256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Entering Unmasked Estep 
Score: -7709076.000000 Penalty: 2635.072998
	Iteration 0F: 2 clusters Score -7709076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7687804.000000 Penalty: 5270.145996
	Iteration 0F: 3 clusters Score -7687804 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -7698134.000000 Penalty: 5270.145996
	Iteration 1F: 3 clusters Score -7698134 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7698586.500000 Penalty: 5270.145996
	Iteration 2Q: 3 clusters Score -7698586 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -7699058.000000 Penalty: 5270.145996
	Iteration 3Q: 3 clusters Score -7699058 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7699483.500000 Penalty: 5270.145996
	Iteration 4Q: 3 clusters Score -7699484 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -7700007.000000 Penalty: 5270.145996
	Iteration 5Q: 3 clusters Score -7700007 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -7700555.000000 Penalty: 5270.145996
	Iteration 6Q: 3 clusters Score -7700555 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -7701273.000000 Penalty: 5270.145996
	Iteration 7Q: 3 clusters Score -7701273 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -7702119.000000 Penalty: 5270.145996
	Iteration 8Q: 3 clusters Score -7702119 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -7703220.500000 Penalty: 5270.145996
	Iteration 9Q: 3 clusters Score -7703220 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -7704327.500000 Penalty: 5270.145996
	Iteration 10Q: 3 clusters Score -7704328 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -7705527.500000 Penalty: 5270.145996
	Iteration 11Q: 3 clusters Score -7705528 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -7706700.000000 Penalty: 5270.145996
	Iteration 12Q: 3 clusters Score -7706700 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -7707620.000000 Penalty: 5270.145996
	Iteration 13Q: 3 clusters Score -7707620 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -7708111.000000 Penalty: 5270.145996
	Iteration 14Q: 3 clusters Score -7708111 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -7708319.500000 Penalty: 5270.145996
	Iteration 15Q: 3 clusters Score -7708320 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -7708489.500000 Penalty: 5270.145996
	Iteration 16Q: 3 clusters Score -7708490 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -7708616.500000 Penalty: 5270.145996
	Iteration 17Q: 3 clusters Score -7708616 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -7708696.000000 Penalty: 5270.145996
	Iteration 18Q: 3 clusters Score -7708696 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7708789.000000 Penalty: 5270.145996
	Iteration 19Q: 3 clusters Score -7708789 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -7708836.500000 Penalty: 5270.145996
	Iteration 20F: 3 clusters Score -7708836 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -7708903.500000 Penalty: 5270.145996
	Iteration 21Q: 3 clusters Score -7708904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -7708947.000000 Penalty: 5270.145996
	Iteration 22Q: 3 clusters Score -7708947 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -7708964.000000 Penalty: 5270.145996
	Iteration 23Q: 3 clusters Score -7708964 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -7709004.000000 Penalty: 5270.145996
	Iteration 24Q: 3 clusters Score -7709004 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -7709049.000000 Penalty: 5270.145996
	Iteration 25Q: 3 clusters Score -7709049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -7709100.000000 Penalty: 5270.145996
	Iteration 26Q: 3 clusters Score -7709100 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7709182.000000 Penalty: 5270.145996
	Iteration 27Q: 3 clusters Score -7709182 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -7709178.500000 Penalty: 5270.145996
	Iteration 28Q: 3 clusters Score -7709178 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -7709224.000000 Penalty: 5270.145996
	Iteration 29Q: 3 clusters Score -7709224 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -7709273.000000 Penalty: 5270.145996
	Iteration 30Q: 3 clusters Score -7709273 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -7709316.000000 Penalty: 5270.145996
	Iteration 31Q: 3 clusters Score -7709316 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7709321.000000 Penalty: 5270.145996
	Iteration 32Q: 3 clusters Score -7709321 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -7709334.000000 Penalty: 5270.145996
	Iteration 33Q: 3 clusters Score -7709334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -7709341.000000 Penalty: 5270.145996
	Iteration 34Q: 3 clusters Score -7709341 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -7709351.000000 Penalty: 5270.145996
	Iteration 35Q: 3 clusters Score -7709351 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -7709365.500000 Penalty: 5270.145996
	Iteration 36Q: 3 clusters Score -7709366 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -7709380.500000 Penalty: 5270.145996
	Iteration 37Q: 3 clusters Score -7709380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -7709385.000000 Penalty: 5270.145996
	Iteration 38Q: 3 clusters Score -7709385 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -7709362.000000 Penalty: 5270.145996
	Iteration 39Q: 3 clusters Score -7709362 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -7709322.500000 Penalty: 5270.145996
	Iteration 40F: 3 clusters Score -7709322 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -7709330.500000 Penalty: 5270.145996
	Iteration 41Q: 3 clusters Score -7709330 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7709291.500000 Penalty: 5270.145996
	Iteration 42Q: 3 clusters Score -7709292 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7709279.000000 Penalty: 5270.145996
	Iteration 43Q: 3 clusters Score -7709279 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7709201.500000 Penalty: 5270.145996
	Iteration 44Q: 3 clusters Score -7709202 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -7709107.000000 Penalty: 5270.145996
	Iteration 45Q: 3 clusters Score -7709107 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -7708959.500000 Penalty: 5270.145996
	Iteration 46Q: 3 clusters Score -7708960 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7708860.500000 Penalty: 5270.145996
	Iteration 47Q: 3 clusters Score -7708860 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -7708730.500000 Penalty: 5270.145996
	Iteration 48Q: 3 clusters Score -7708730 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7708627.500000 Penalty: 5270.145996
	Iteration 49Q: 3 clusters Score -7708628 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7708514.500000 Penalty: 5270.145996
	Iteration 50Q: 3 clusters Score -7708514 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -7708357.000000 Penalty: 5270.145996
	Iteration 51Q: 3 clusters Score -7708357 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -7708266.000000 Penalty: 5270.145996
	Iteration 52Q: 3 clusters Score -7708266 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -7708159.000000 Penalty: 5270.145996
	Iteration 53Q: 3 clusters Score -7708159 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -7708054.500000 Penalty: 5270.145996
	Iteration 54Q: 3 clusters Score -7708054 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -7707951.000000 Penalty: 5270.145996
	Iteration 55Q: 3 clusters Score -7707951 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -7707899.000000 Penalty: 5270.145996
	Iteration 56Q: 3 clusters Score -7707899 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -7707789.000000 Penalty: 5270.145996
	Iteration 57Q: 3 clusters Score -7707789 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -7707725.000000 Penalty: 5270.145996
	Iteration 58Q: 3 clusters Score -7707725 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -7707687.000000 Penalty: 5270.145996
	Iteration 59Q: 3 clusters Score -7707687 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -7707790.500000 Penalty: 5270.145996
	Iteration 60F: 3 clusters Score -7707790 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -7707780.500000 Penalty: 5270.145996
	Iteration 61Q: 3 clusters Score -7707780 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -7707730.000000 Penalty: 5270.145996
	Iteration 62Q: 3 clusters Score -7707730 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7707742.000000 Penalty: 5270.145996
	Iteration 63Q: 3 clusters Score -7707742 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7707780.000000 Penalty: 5270.145996
	Iteration 64Q: 3 clusters Score -7707780 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7707812.500000 Penalty: 5270.145996
	Iteration 65Q: 3 clusters Score -7707812 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -7707801.500000 Penalty: 5270.145996
	Iteration 66Q: 3 clusters Score -7707802 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -7707835.000000 Penalty: 5270.145996
	Iteration 67Q: 3 clusters Score -7707835 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -7707842.000000 Penalty: 5270.145996
	Iteration 68Q: 3 clusters Score -7707842 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -7707905.500000 Penalty: 5270.145996
	Iteration 69Q: 3 clusters Score -7707906 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -7707927.500000 Penalty: 5270.145996
	Iteration 70Q: 3 clusters Score -7707928 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7707981.500000 Penalty: 5270.145996
	Iteration 71Q: 3 clusters Score -7707982 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -7708038.500000 Penalty: 5270.145996
	Iteration 72Q: 3 clusters Score -7708038 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7708105.500000 Penalty: 5270.145996
	Iteration 73Q: 3 clusters Score -7708106 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -7708146.500000 Penalty: 5270.145996
	Iteration 74Q: 3 clusters Score -7708146 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -7708211.000000 Penalty: 5270.145996
	Iteration 75Q: 3 clusters Score -7708211 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -7708320.500000 Penalty: 5270.145996
	Iteration 76Q: 3 clusters Score -7708320 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -7708385.000000 Penalty: 5270.145996
	Iteration 77Q: 3 clusters Score -7708385 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -7708443.500000 Penalty: 5270.145996
	Iteration 78Q: 3 clusters Score -7708444 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -7708521.000000 Penalty: 5270.145996
	Iteration 79Q: 3 clusters Score -7708521 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -7708595.000000 Penalty: 5270.145996
	Iteration 80F: 3 clusters Score -7708595 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -7708662.500000 Penalty: 5270.145996
	Iteration 81Q: 3 clusters Score -7708662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -7708720.500000 Penalty: 5270.145996
	Iteration 82Q: 3 clusters Score -7708720 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7708776.000000 Penalty: 5270.145996
	Iteration 83Q: 3 clusters Score -7708776 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7708858.500000 Penalty: 5270.145996
	Iteration 84Q: 3 clusters Score -7708858 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -7708926.500000 Penalty: 5270.145996
	Iteration 85Q: 3 clusters Score -7708926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7708976.500000 Penalty: 5270.145996
	Iteration 86Q: 3 clusters Score -7708976 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7709030.000000 Penalty: 5270.145996
	Iteration 87Q: 3 clusters Score -7709030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -7709062.000000 Penalty: 5270.145996
	Iteration 88Q: 3 clusters Score -7709062 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -7709098.000000 Penalty: 5270.145996
	Iteration 89Q: 3 clusters Score -7709098 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -7709094.000000 Penalty: 5270.145996
	Iteration 90Q: 3 clusters Score -7709094 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -7709139.000000 Penalty: 5270.145996
	Iteration 91Q: 3 clusters Score -7709139 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -7709162.500000 Penalty: 5270.145996
	Iteration 92Q: 3 clusters Score -7709162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -7709212.500000 Penalty: 5270.145996
	Iteration 93Q: 3 clusters Score -7709212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7709241.500000 Penalty: 5270.145996
	Iteration 94Q: 3 clusters Score -7709242 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7709289.000000 Penalty: 5270.145996
	Iteration 95Q: 3 clusters Score -7709289 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -7709314.500000 Penalty: 5270.145996
	Iteration 96Q: 3 clusters Score -7709314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -7709355.000000 Penalty: 5270.145996
	Iteration 97Q: 3 clusters Score -7709355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -7709399.000000 Penalty: 5270.145996
	Iteration 98Q: 3 clusters Score -7709399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -7709425.500000 Penalty: 5270.145996
	Iteration 99Q: 3 clusters Score -7709426 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -7709442.500000 Penalty: 5270.145996
	Iteration 100F: 3 clusters Score -7709442 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7709444.500000 Penalty: 5270.145996
	Iteration 101Q: 3 clusters Score -7709444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -7709471.000000 Penalty: 5270.145996
	Iteration 102Q: 3 clusters Score -7709471 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -7709485.000000 Penalty: 5270.145996
	Iteration 103Q: 3 clusters Score -7709485 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7709514.000000 Penalty: 5270.145996
	Iteration 104Q: 3 clusters Score -7709514 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -7709542.500000 Penalty: 5270.145996
	Iteration 105Q: 3 clusters Score -7709542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -7709578.500000 Penalty: 5270.145996
	Iteration 106Q: 3 clusters Score -7709578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -7709581.500000 Penalty: 5270.145996
	Iteration 107Q: 3 clusters Score -7709582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -7709583.500000 Penalty: 5270.145996
	Iteration 108Q: 3 clusters Score -7709584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7709612.500000 Penalty: 5270.145996
	Iteration 109Q: 3 clusters Score -7709612 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -7709619.000000 Penalty: 5270.145996
	Iteration 110Q: 3 clusters Score -7709619 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -7709621.500000 Penalty: 5270.145996
	Iteration 111Q: 3 clusters Score -7709622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7709629.500000 Penalty: 5270.145996
	Iteration 112Q: 3 clusters Score -7709630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -7709646.000000 Penalty: 5270.145996
	Iteration 113Q: 3 clusters Score -7709646 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -7709668.500000 Penalty: 5270.145996
	Iteration 114Q: 3 clusters Score -7709668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -7709683.500000 Penalty: 5270.145996
	Iteration 115Q: 3 clusters Score -7709684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7709691.000000 Penalty: 5270.145996
	Iteration 116Q: 3 clusters Score -7709691 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -7709695.000000 Penalty: 5270.145996
	Iteration 117Q: 3 clusters Score -7709695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -7709693.500000 Penalty: 5270.145996
	Iteration 118Q: 3 clusters Score -7709694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -7709690.000000 Penalty: 5270.145996
	Iteration 119Q: 3 clusters Score -7709690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -7709700.000000 Penalty: 5270.145996
	Iteration 120F: 3 clusters Score -7709700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -7709728.500000 Penalty: 5270.145996
	Iteration 121Q: 3 clusters Score -7709728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -7709728.500000 Penalty: 5270.145996
	Iteration 122Q: 3 clusters Score -7709728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -7709738.500000 Penalty: 5270.145996
	Iteration 123Q: 3 clusters Score -7709738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -7709737.500000 Penalty: 5270.145996
	Iteration 124Q: 3 clusters Score -7709738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -7709748.000000 Penalty: 5270.145996
	Iteration 125Q: 3 clusters Score -7709748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -7709781.500000 Penalty: 5270.145996
	Iteration 126Q: 3 clusters Score -7709782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -7709780.000000 Penalty: 5270.145996
	Iteration 127Q: 3 clusters Score -7709780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -7709795.500000 Penalty: 5270.145996
	Iteration 128Q: 3 clusters Score -7709796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -7709777.500000 Penalty: 5270.145996
	Iteration 129Q: 3 clusters Score -7709778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -7709783.000000 Penalty: 5270.145996
	Iteration 130Q: 3 clusters Score -7709783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -7709789.500000 Penalty: 5270.145996
	Iteration 131Q: 3 clusters Score -7709790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -7709792.500000 Penalty: 5270.145996
	Iteration 132Q: 3 clusters Score -7709792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7709793.000000 Penalty: 5270.145996
	Iteration 133Q: 3 clusters Score -7709793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -7709774.500000 Penalty: 5270.145996
	Iteration 134Q: 3 clusters Score -7709774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -7709787.500000 Penalty: 5270.145996
	Iteration 135Q: 3 clusters Score -7709788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -7709813.500000 Penalty: 5270.145996
	Iteration 136Q: 3 clusters Score -7709814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7709807.500000 Penalty: 5270.145996
	Iteration 137Q: 3 clusters Score -7709808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -7709793.500000 Penalty: 5270.145996
	Iteration 138Q: 3 clusters Score -7709794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7709810.500000 Penalty: 5270.145996
	Iteration 139Q: 3 clusters Score -7709810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -7709814.500000 Penalty: 5270.145996
	Iteration 140F: 3 clusters Score -7709814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -7709825.000000 Penalty: 5270.145996
	Iteration 141Q: 3 clusters Score -7709825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -7709839.500000 Penalty: 5270.145996
	Iteration 142Q: 3 clusters Score -7709840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7709838.000000 Penalty: 5270.145996
	Iteration 143Q: 3 clusters Score -7709838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7709850.000000 Penalty: 5270.145996
	Iteration 144Q: 3 clusters Score -7709850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -7709823.000000 Penalty: 5270.145996
	Iteration 145Q: 3 clusters Score -7709823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -7709837.000000 Penalty: 5270.145996
	Iteration 146Q: 3 clusters Score -7709837 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7709876.500000 Penalty: 5270.145996
	Iteration 147Q: 3 clusters Score -7709876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -7709881.000000 Penalty: 5270.145996
	Iteration 148Q: 3 clusters Score -7709881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -7709888.500000 Penalty: 5270.145996
	Iteration 149Q: 3 clusters Score -7709888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -7709902.000000 Penalty: 5270.145996
	Iteration 150Q: 3 clusters Score -7709902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -7709898.000000 Penalty: 5270.145996
	Iteration 151Q: 3 clusters Score -7709898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -7709899.500000 Penalty: 5270.145996
	Iteration 152Q: 3 clusters Score -7709900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -7709907.500000 Penalty: 5270.145996
	Iteration 153Q: 3 clusters Score -7709908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7709909.000000 Penalty: 5270.145996
	Iteration 154Q: 3 clusters Score -7709909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -7709909.500000 Penalty: 5270.145996
	Iteration 155Q: 3 clusters Score -7709910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -7709896.500000 Penalty: 5270.145996
	Iteration 156Q: 3 clusters Score -7709896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7709901.500000 Penalty: 5270.145996
	Iteration 157Q: 3 clusters Score -7709902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7709918.000000 Penalty: 5270.145996
	Iteration 158Q: 3 clusters Score -7709918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -7709924.500000 Penalty: 5270.145996
	Iteration 159Q: 3 clusters Score -7709924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7709977.000000 Penalty: 5270.145996
	Iteration 160F: 3 clusters Score -7709977 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -7709964.500000 Penalty: 5270.145996
	Iteration 161Q: 3 clusters Score -7709964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -7709976.000000 Penalty: 5270.145996
	Iteration 162Q: 3 clusters Score -7709976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -7709974.500000 Penalty: 5270.145996
	Iteration 163Q: 3 clusters Score -7709974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -7710028.000000 Penalty: 5270.145996
	Iteration 164Q: 3 clusters Score -7710028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -7710016.000000 Penalty: 5270.145996
	Iteration 165Q: 3 clusters Score -7710016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -7710043.000000 Penalty: 5270.145996
	Iteration 166Q: 3 clusters Score -7710043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -7710073.000000 Penalty: 5270.145996
	Iteration 167Q: 3 clusters Score -7710073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -7710089.500000 Penalty: 5270.145996
	Iteration 168Q: 3 clusters Score -7710090 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -7710093.000000 Penalty: 5270.145996
	Iteration 169Q: 3 clusters Score -7710093 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -7710110.000000 Penalty: 5270.145996
	Iteration 170Q: 3 clusters Score -7710110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -7710126.000000 Penalty: 5270.145996
	Iteration 171Q: 3 clusters Score -7710126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -7710149.000000 Penalty: 5270.145996
	Iteration 172Q: 3 clusters Score -7710149 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -7710166.500000 Penalty: 5270.145996
	Iteration 173Q: 3 clusters Score -7710166 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7710180.500000 Penalty: 5270.145996
	Iteration 174Q: 3 clusters Score -7710180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -7710204.500000 Penalty: 5270.145996
	Iteration 175Q: 3 clusters Score -7710204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -7710217.500000 Penalty: 5270.145996
	Iteration 176Q: 3 clusters Score -7710218 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7710228.000000 Penalty: 5270.145996
	Iteration 177Q: 3 clusters Score -7710228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -7710248.500000 Penalty: 5270.145996
	Iteration 178Q: 3 clusters Score -7710248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7710241.000000 Penalty: 5270.145996
	Iteration 179Q: 3 clusters Score -7710241 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7710262.500000 Penalty: 5270.145996
	Iteration 180F: 3 clusters Score -7710262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -7710263.500000 Penalty: 5270.145996
	Iteration 181Q: 3 clusters Score -7710264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -7710279.500000 Penalty: 5270.145996
	Iteration 182Q: 3 clusters Score -7710280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -7710302.000000 Penalty: 5270.145996
	Iteration 183Q: 3 clusters Score -7710302 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -7710289.500000 Penalty: 5270.145996
	Iteration 184Q: 3 clusters Score -7710290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7710298.000000 Penalty: 5270.145996
	Iteration 185Q: 3 clusters Score -7710298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7710281.000000 Penalty: 5270.145996
	Iteration 186Q: 3 clusters Score -7710281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7710291.000000 Penalty: 5270.145996
	Iteration 187Q: 3 clusters Score -7710291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -7710279.000000 Penalty: 5270.145996
	Iteration 188Q: 3 clusters Score -7710279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7710298.000000 Penalty: 5270.145996
	Iteration 189Q: 3 clusters Score -7710298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7710288.000000 Penalty: 5270.145996
	Iteration 190Q: 3 clusters Score -7710288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -7710294.000000 Penalty: 5270.145996
	Iteration 191Q: 3 clusters Score -7710294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -7710308.000000 Penalty: 5270.145996
	Iteration 192Q: 3 clusters Score -7710308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -7710301.000000 Penalty: 5270.145996
	Iteration 193Q: 3 clusters Score -7710301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7710306.000000 Penalty: 5270.145996
	Iteration 194Q: 3 clusters Score -7710306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -7710318.500000 Penalty: 5270.145996
	Iteration 195Q: 3 clusters Score -7710318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -7710332.500000 Penalty: 5270.145996
	Iteration 196Q: 3 clusters Score -7710332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -7710336.500000 Penalty: 5270.145996
	Iteration 197Q: 3 clusters Score -7710336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7710342.000000 Penalty: 5270.145996
	Iteration 198Q: 3 clusters Score -7710342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -7710351.500000 Penalty: 5270.145996
	Iteration 199Q: 3 clusters Score -7710352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7710367.000000 Penalty: 5270.145996
	Iteration 200F: 3 clusters Score -7710367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7710369.500000 Penalty: 5270.145996
	Iteration 201Q: 3 clusters Score -7710370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7710356.000000 Penalty: 5270.145996
	Iteration 202Q: 3 clusters Score -7710356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -7710378.500000 Penalty: 5270.145996
	Iteration 203Q: 3 clusters Score -7710378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7710380.500000 Penalty: 5270.145996
	Iteration 204Q: 3 clusters Score -7710380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -7710382.000000 Penalty: 5270.145996
	Iteration 205Q: 3 clusters Score -7710382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7710384.000000 Penalty: 5270.145996
	Iteration 206Q: 3 clusters Score -7710384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -7710381.500000 Penalty: 5270.145996
	Iteration 207Q: 3 clusters Score -7710382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7710371.000000 Penalty: 5270.145996
	Iteration 208Q: 3 clusters Score -7710371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -7710368.500000 Penalty: 5270.145996
	Iteration 209Q: 3 clusters Score -7710368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7710362.500000 Penalty: 5270.145996
	Iteration 210Q: 3 clusters Score -7710362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -7710367.000000 Penalty: 5270.145996
	Iteration 211Q: 3 clusters Score -7710367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7710364.500000 Penalty: 5270.145996
	Iteration 212Q: 3 clusters Score -7710364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -7710375.500000 Penalty: 5270.145996
	Iteration 213Q: 3 clusters Score -7710376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7710363.500000 Penalty: 5270.145996
	Iteration 214Q: 3 clusters Score -7710364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7710359.500000 Penalty: 5270.145996
	Iteration 215Q: 3 clusters Score -7710360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -7710357.500000 Penalty: 5270.145996
	Iteration 216Q: 3 clusters Score -7710358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7710357.000000 Penalty: 5270.145996
	Iteration 217Q: 3 clusters Score -7710357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7710352.500000 Penalty: 5270.145996
	Iteration 218Q: 3 clusters Score -7710352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7710353.500000 Penalty: 5270.145996
	Iteration 219Q: 3 clusters Score -7710354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7710353.500000 Penalty: 5270.145996
	Iteration 220F: 3 clusters Score -7710354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7710358.000000 Penalty: 5270.145996
	Iteration 221Q: 3 clusters Score -7710358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7710355.500000 Penalty: 5270.145996
	Iteration 222Q: 3 clusters Score -7710356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -7710365.000000 Penalty: 5270.145996
	Iteration 223Q: 3 clusters Score -7710365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7710362.500000 Penalty: 5270.145996
	Iteration 224Q: 3 clusters Score -7710362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7710358.000000 Penalty: 5270.145996
	Iteration 225Q: 3 clusters Score -7710358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -7710361.500000 Penalty: 5270.145996
	Iteration 226Q: 3 clusters Score -7710362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -7710353.500000 Penalty: 5270.145996
	Iteration 227Q: 3 clusters Score -7710354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -7710359.000000 Penalty: 5270.145996
	Iteration 228Q: 3 clusters Score -7710359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -7710364.500000 Penalty: 5270.145996
	Iteration 229Q: 3 clusters Score -7710364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7710357.500000 Penalty: 5270.145996
	Iteration 230Q: 3 clusters Score -7710358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -7710366.000000 Penalty: 5270.145996
	Iteration 231Q: 3 clusters Score -7710366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7710366.500000 Penalty: 5270.145996
	Iteration 232Q: 3 clusters Score -7710366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7710366.000000 Penalty: 5270.145996
	Iteration 233Q: 3 clusters Score -7710366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -7710374.500000 Penalty: 5270.145996
	Iteration 234Q: 3 clusters Score -7710374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7710374.000000 Penalty: 5270.145996
	Iteration 235Q: 3 clusters Score -7710374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7710373.500000 Penalty: 5270.145996
	Iteration 236Q: 3 clusters Score -7710374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -7710380.500000 Penalty: 5270.145996
	Iteration 237Q: 3 clusters Score -7710380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7710372.000000 Penalty: 5270.145996
	Iteration 238Q: 3 clusters Score -7710372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7710369.500000 Penalty: 5270.145996
	Iteration 239Q: 3 clusters Score -7710370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -7710377.500000 Penalty: 5270.145996
	Iteration 240F: 3 clusters Score -7710378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7710374.000000 Penalty: 5270.145996
	Iteration 241Q: 3 clusters Score -7710374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7710374.000000 Penalty: 5270.145996
	Iteration 242F: 3 clusters Score -7710374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 42927 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 22911 members 
Entering Unmasked Estep 
Score: -87135216.000000 Penalty: 68025.156250
Splitting cluster 13 changes total score from -87131296.000000 to -87135216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (42927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Entering Unmasked Estep 
Score: -8418401.000000 Penalty: 2645.479492
	Iteration 0F: 2 clusters Score -8418401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8399169.000000 Penalty: 5290.958984
	Iteration 0F: 3 clusters Score -8399169 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -8409370.000000 Penalty: 5290.958984
	Iteration 1F: 3 clusters Score -8409370 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8410666.000000 Penalty: 5290.958984
	Iteration 2F: 3 clusters Score -8410666 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8410919.000000 Penalty: 5290.958984
	Iteration 3F: 3 clusters Score -8410919 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8411346.000000 Penalty: 5290.958984
	Iteration 4F: 3 clusters Score -8411346 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -8411593.000000 Penalty: 5290.958984
	Iteration 5Q: 3 clusters Score -8411593 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -8411898.000000 Penalty: 5290.958984
	Iteration 6Q: 3 clusters Score -8411898 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8412423.000000 Penalty: 5290.958984
	Iteration 7Q: 3 clusters Score -8412423 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -8412949.000000 Penalty: 5290.958984
	Iteration 8Q: 3 clusters Score -8412949 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -8413499.000000 Penalty: 5290.958984
	Iteration 9Q: 3 clusters Score -8413499 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -8414353.000000 Penalty: 5290.958984
	Iteration 10Q: 3 clusters Score -8414353 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -8415280.000000 Penalty: 5290.958984
	Iteration 11Q: 3 clusters Score -8415280 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -8416443.000000 Penalty: 5290.958984
	Iteration 12Q: 3 clusters Score -8416443 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8417488.000000 Penalty: 5290.958984
	Iteration 13Q: 3 clusters Score -8417488 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8418155.000000 Penalty: 5290.958984
	Iteration 14Q: 3 clusters Score -8418155 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8418521.000000 Penalty: 5290.958984
	Iteration 15Q: 3 clusters Score -8418521 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8418665.000000 Penalty: 5290.958984
	Iteration 16Q: 3 clusters Score -8418665 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8418770.000000 Penalty: 5290.958984
	Iteration 17Q: 3 clusters Score -8418770 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -8418826.000000 Penalty: 5290.958984
	Iteration 18Q: 3 clusters Score -8418826 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8418800.000000 Penalty: 5290.958984
	Iteration 19Q: 3 clusters Score -8418800 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -8418814.000000 Penalty: 5290.958984
	Iteration 20F: 3 clusters Score -8418814 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -8418843.000000 Penalty: 5290.958984
	Iteration 21Q: 3 clusters Score -8418843 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8418888.000000 Penalty: 5290.958984
	Iteration 22Q: 3 clusters Score -8418888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -8418945.000000 Penalty: 5290.958984
	Iteration 23Q: 3 clusters Score -8418945 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8418978.000000 Penalty: 5290.958984
	Iteration 24Q: 3 clusters Score -8418978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -8419001.000000 Penalty: 5290.958984
	Iteration 25Q: 3 clusters Score -8419001 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8419003.000000 Penalty: 5290.958984
	Iteration 26Q: 3 clusters Score -8419003 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -8419003.000000 Penalty: 5290.958984
	Iteration 27Q: 3 clusters Score -8419003 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8419013.000000 Penalty: 5290.958984
	Iteration 28Q: 3 clusters Score -8419013 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -8419053.000000 Penalty: 5290.958984
	Iteration 29Q: 3 clusters Score -8419053 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8419040.000000 Penalty: 5290.958984
	Iteration 30Q: 3 clusters Score -8419040 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8419076.000000 Penalty: 5290.958984
	Iteration 31Q: 3 clusters Score -8419076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -8419108.000000 Penalty: 5290.958984
	Iteration 32Q: 3 clusters Score -8419108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8419076.000000 Penalty: 5290.958984
	Iteration 33Q: 3 clusters Score -8419076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -8419104.000000 Penalty: 5290.958984
	Iteration 34Q: 3 clusters Score -8419104 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8419094.000000 Penalty: 5290.958984
	Iteration 35Q: 3 clusters Score -8419094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8419100.000000 Penalty: 5290.958984
	Iteration 36Q: 3 clusters Score -8419100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8419083.000000 Penalty: 5290.958984
	Iteration 37Q: 3 clusters Score -8419083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8419082.000000 Penalty: 5290.958984
	Iteration 38Q: 3 clusters Score -8419082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8419083.000000 Penalty: 5290.958984
	Iteration 39Q: 3 clusters Score -8419083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8419105.000000 Penalty: 5290.958984
	Iteration 40F: 3 clusters Score -8419105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8419118.000000 Penalty: 5290.958984
	Iteration 41Q: 3 clusters Score -8419118 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8419103.000000 Penalty: 5290.958984
	Iteration 42Q: 3 clusters Score -8419103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -8419123.000000 Penalty: 5290.958984
	Iteration 43Q: 3 clusters Score -8419123 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8419147.000000 Penalty: 5290.958984
	Iteration 44Q: 3 clusters Score -8419147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -8419141.000000 Penalty: 5290.958984
	Iteration 45Q: 3 clusters Score -8419141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8419140.000000 Penalty: 5290.958984
	Iteration 46Q: 3 clusters Score -8419140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8419166.000000 Penalty: 5290.958984
	Iteration 47Q: 3 clusters Score -8419166 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -8419168.000000 Penalty: 5290.958984
	Iteration 48Q: 3 clusters Score -8419168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -8419177.000000 Penalty: 5290.958984
	Iteration 49Q: 3 clusters Score -8419177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8419166.000000 Penalty: 5290.958984
	Iteration 50Q: 3 clusters Score -8419166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8419166.000000 Penalty: 5290.958984
	Iteration 51Q: 3 clusters Score -8419166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -8419174.000000 Penalty: 5290.958984
	Iteration 52Q: 3 clusters Score -8419174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -8419182.000000 Penalty: 5290.958984
	Iteration 53Q: 3 clusters Score -8419182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8419193.000000 Penalty: 5290.958984
	Iteration 54Q: 3 clusters Score -8419193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -8419212.000000 Penalty: 5290.958984
	Iteration 55Q: 3 clusters Score -8419212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8419197.000000 Penalty: 5290.958984
	Iteration 56Q: 3 clusters Score -8419197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8419205.000000 Penalty: 5290.958984
	Iteration 57Q: 3 clusters Score -8419205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -8419224.000000 Penalty: 5290.958984
	Iteration 58Q: 3 clusters Score -8419224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -8419244.000000 Penalty: 5290.958984
	Iteration 59Q: 3 clusters Score -8419244 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8419243.000000 Penalty: 5290.958984
	Iteration 60F: 3 clusters Score -8419243 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8419267.000000 Penalty: 5290.958984
	Iteration 61Q: 3 clusters Score -8419267 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8419264.000000 Penalty: 5290.958984
	Iteration 62Q: 3 clusters Score -8419264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -8419258.000000 Penalty: 5290.958984
	Iteration 63Q: 3 clusters Score -8419258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -8419276.000000 Penalty: 5290.958984
	Iteration 64Q: 3 clusters Score -8419276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8419279.000000 Penalty: 5290.958984
	Iteration 65Q: 3 clusters Score -8419279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8419286.000000 Penalty: 5290.958984
	Iteration 66Q: 3 clusters Score -8419286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8419279.000000 Penalty: 5290.958984
	Iteration 67Q: 3 clusters Score -8419279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8419269.000000 Penalty: 5290.958984
	Iteration 68Q: 3 clusters Score -8419269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8419289.000000 Penalty: 5290.958984
	Iteration 69Q: 3 clusters Score -8419289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8419300.000000 Penalty: 5290.958984
	Iteration 70Q: 3 clusters Score -8419300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -8419284.000000 Penalty: 5290.958984
	Iteration 71Q: 3 clusters Score -8419284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8419281.000000 Penalty: 5290.958984
	Iteration 72Q: 3 clusters Score -8419281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -8419259.000000 Penalty: 5290.958984
	Iteration 73Q: 3 clusters Score -8419259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8419251.000000 Penalty: 5290.958984
	Iteration 74Q: 3 clusters Score -8419251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 5290.958984
	Iteration 75Q: 3 clusters Score -8419263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8419269.000000 Penalty: 5290.958984
	Iteration 76Q: 3 clusters Score -8419269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -8419276.000000 Penalty: 5290.958984
	Iteration 77Q: 3 clusters Score -8419276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -8419275.000000 Penalty: 5290.958984
	Iteration 78Q: 3 clusters Score -8419275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8419277.000000 Penalty: 5290.958984
	Iteration 79Q: 3 clusters Score -8419277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -8419259.000000 Penalty: 5290.958984
	Iteration 80F: 3 clusters Score -8419259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8419276.000000 Penalty: 5290.958984
	Iteration 81Q: 3 clusters Score -8419276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -8419273.000000 Penalty: 5290.958984
	Iteration 82Q: 3 clusters Score -8419273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -8419266.000000 Penalty: 5290.958984
	Iteration 83Q: 3 clusters Score -8419266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8419272.000000 Penalty: 5290.958984
	Iteration 84Q: 3 clusters Score -8419272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -8419254.000000 Penalty: 5290.958984
	Iteration 85Q: 3 clusters Score -8419254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8419249.000000 Penalty: 5290.958984
	Iteration 86Q: 3 clusters Score -8419249 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 5290.958984
	Iteration 87Q: 3 clusters Score -8419263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8419278.000000 Penalty: 5290.958984
	Iteration 88Q: 3 clusters Score -8419278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8419273.000000 Penalty: 5290.958984
	Iteration 89Q: 3 clusters Score -8419273 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -8419296.000000 Penalty: 5290.958984
	Iteration 90Q: 3 clusters Score -8419296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8419300.000000 Penalty: 5290.958984
	Iteration 91Q: 3 clusters Score -8419300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8419284.000000 Penalty: 5290.958984
	Iteration 92Q: 3 clusters Score -8419284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8419294.000000 Penalty: 5290.958984
	Iteration 93Q: 3 clusters Score -8419294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8419319.000000 Penalty: 5290.958984
	Iteration 94Q: 3 clusters Score -8419319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -8419324.000000 Penalty: 5290.958984
	Iteration 95Q: 3 clusters Score -8419324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8419322.000000 Penalty: 5290.958984
	Iteration 96Q: 3 clusters Score -8419322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8419317.000000 Penalty: 5290.958984
	Iteration 97Q: 3 clusters Score -8419317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8419309.000000 Penalty: 5290.958984
	Iteration 98Q: 3 clusters Score -8419309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -8419310.000000 Penalty: 5290.958984
	Iteration 99Q: 3 clusters Score -8419310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8419307.000000 Penalty: 5290.958984
	Iteration 100F: 3 clusters Score -8419307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8419318.000000 Penalty: 5290.958984
	Iteration 101Q: 3 clusters Score -8419318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8419304.000000 Penalty: 5290.958984
	Iteration 102Q: 3 clusters Score -8419304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8419324.000000 Penalty: 5290.958984
	Iteration 103Q: 3 clusters Score -8419324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8419344.000000 Penalty: 5290.958984
	Iteration 104Q: 3 clusters Score -8419344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8419339.000000 Penalty: 5290.958984
	Iteration 105Q: 3 clusters Score -8419339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8419338.000000 Penalty: 5290.958984
	Iteration 106Q: 3 clusters Score -8419338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8419314.000000 Penalty: 5290.958984
	Iteration 107Q: 3 clusters Score -8419314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -8419325.000000 Penalty: 5290.958984
	Iteration 108Q: 3 clusters Score -8419325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -8419310.000000 Penalty: 5290.958984
	Iteration 109Q: 3 clusters Score -8419310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8419321.000000 Penalty: 5290.958984
	Iteration 110Q: 3 clusters Score -8419321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8419306.000000 Penalty: 5290.958984
	Iteration 111Q: 3 clusters Score -8419306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8419311.000000 Penalty: 5290.958984
	Iteration 112Q: 3 clusters Score -8419311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8419315.000000 Penalty: 5290.958984
	Iteration 113Q: 3 clusters Score -8419315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8419307.000000 Penalty: 5290.958984
	Iteration 114Q: 3 clusters Score -8419307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -8419311.000000 Penalty: 5290.958984
	Iteration 115Q: 3 clusters Score -8419311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -8419319.000000 Penalty: 5290.958984
	Iteration 116Q: 3 clusters Score -8419319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8419318.000000 Penalty: 5290.958984
	Iteration 117Q: 3 clusters Score -8419318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8419337.000000 Penalty: 5290.958984
	Iteration 118Q: 3 clusters Score -8419337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8419329.000000 Penalty: 5290.958984
	Iteration 119Q: 3 clusters Score -8419329 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8419328.000000 Penalty: 5290.958984
	Iteration 120F: 3 clusters Score -8419328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8419351.000000 Penalty: 5290.958984
	Iteration 121Q: 3 clusters Score -8419351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8419354.000000 Penalty: 5290.958984
	Iteration 122Q: 3 clusters Score -8419354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8419343.000000 Penalty: 5290.958984
	Iteration 123Q: 3 clusters Score -8419343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8419347.000000 Penalty: 5290.958984
	Iteration 124Q: 3 clusters Score -8419347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8419353.000000 Penalty: 5290.958984
	Iteration 125Q: 3 clusters Score -8419353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8419350.000000 Penalty: 5290.958984
	Iteration 126Q: 3 clusters Score -8419350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8419358.000000 Penalty: 5290.958984
	Iteration 127Q: 3 clusters Score -8419358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -8419353.000000 Penalty: 5290.958984
	Iteration 128Q: 3 clusters Score -8419353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8419347.000000 Penalty: 5290.958984
	Iteration 129Q: 3 clusters Score -8419347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8419370.000000 Penalty: 5290.958984
	Iteration 130Q: 3 clusters Score -8419370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8419369.000000 Penalty: 5290.958984
	Iteration 131Q: 3 clusters Score -8419369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8419360.000000 Penalty: 5290.958984
	Iteration 132Q: 3 clusters Score -8419360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8419376.000000 Penalty: 5290.958984
	Iteration 133Q: 3 clusters Score -8419376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8419379.000000 Penalty: 5290.958984
	Iteration 134Q: 3 clusters Score -8419379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8419388.000000 Penalty: 5290.958984
	Iteration 135Q: 3 clusters Score -8419388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8419378.000000 Penalty: 5290.958984
	Iteration 136Q: 3 clusters Score -8419378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8419400.000000 Penalty: 5290.958984
	Iteration 137Q: 3 clusters Score -8419400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8419392.000000 Penalty: 5290.958984
	Iteration 138Q: 3 clusters Score -8419392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8419392.000000 Penalty: 5290.958984
	Iteration 139Q: 3 clusters Score -8419392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -8419386.000000 Penalty: 5290.958984
	Iteration 140F: 3 clusters Score -8419386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -8419391.000000 Penalty: 5290.958984
	Iteration 141Q: 3 clusters Score -8419391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -8419367.000000 Penalty: 5290.958984
	Iteration 142Q: 3 clusters Score -8419367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8419378.000000 Penalty: 5290.958984
	Iteration 143Q: 3 clusters Score -8419378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8419376.000000 Penalty: 5290.958984
	Iteration 144Q: 3 clusters Score -8419376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8419371.000000 Penalty: 5290.958984
	Iteration 145Q: 3 clusters Score -8419371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8419382.000000 Penalty: 5290.958984
	Iteration 146Q: 3 clusters Score -8419382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8419383.000000 Penalty: 5290.958984
	Iteration 147Q: 3 clusters Score -8419383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8419375.000000 Penalty: 5290.958984
	Iteration 148Q: 3 clusters Score -8419375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8419391.000000 Penalty: 5290.958984
	Iteration 149Q: 3 clusters Score -8419391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8419395.000000 Penalty: 5290.958984
	Iteration 150Q: 3 clusters Score -8419395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8419410.000000 Penalty: 5290.958984
	Iteration 151Q: 3 clusters Score -8419410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8419399.000000 Penalty: 5290.958984
	Iteration 152Q: 3 clusters Score -8419399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8419391.000000 Penalty: 5290.958984
	Iteration 153Q: 3 clusters Score -8419391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8419409.000000 Penalty: 5290.958984
	Iteration 154Q: 3 clusters Score -8419409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -8419388.000000 Penalty: 5290.958984
	Iteration 155Q: 3 clusters Score -8419388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8419392.000000 Penalty: 5290.958984
	Iteration 156Q: 3 clusters Score -8419392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8419390.000000 Penalty: 5290.958984
	Iteration 157Q: 3 clusters Score -8419390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -8419389.000000 Penalty: 5290.958984
	Iteration 158Q: 3 clusters Score -8419389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -8419398.000000 Penalty: 5290.958984
	Iteration 159Q: 3 clusters Score -8419398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8419412.000000 Penalty: 5290.958984
	Iteration 160F: 3 clusters Score -8419412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -8419407.000000 Penalty: 5290.958984
	Iteration 161Q: 3 clusters Score -8419407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -8419398.000000 Penalty: 5290.958984
	Iteration 162Q: 3 clusters Score -8419398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8419388.000000 Penalty: 5290.958984
	Iteration 163Q: 3 clusters Score -8419388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8419405.000000 Penalty: 5290.958984
	Iteration 164Q: 3 clusters Score -8419405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -8419415.000000 Penalty: 5290.958984
	Iteration 165Q: 3 clusters Score -8419415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -8419402.000000 Penalty: 5290.958984
	Iteration 166Q: 3 clusters Score -8419402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8419402.000000 Penalty: 5290.958984
	Iteration 167Q: 3 clusters Score -8419402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8419394.000000 Penalty: 5290.958984
	Iteration 168Q: 3 clusters Score -8419394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -8419401.000000 Penalty: 5290.958984
	Iteration 169Q: 3 clusters Score -8419401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8419398.000000 Penalty: 5290.958984
	Iteration 170Q: 3 clusters Score -8419398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8419395.000000 Penalty: 5290.958984
	Iteration 171Q: 3 clusters Score -8419395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8419390.000000 Penalty: 5290.958984
	Iteration 172Q: 3 clusters Score -8419390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8419390.000000 Penalty: 5290.958984
	Iteration 173F: 3 clusters Score -8419390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 42574 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 21519 members 
Entering Unmasked Estep 
Score: -87135112.000000 Penalty: 71264.445312
Splitting cluster 14 changes total score from -87131296.000000 to -87135112.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (42574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Entering Unmasked Estep 
Score: -8356697.500000 Penalty: 2643.431885
	Iteration 0F: 2 clusters Score -8356698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -8338123.500000 Penalty: 5286.863770
	Iteration 0F: 3 clusters Score -8338124 nChanged 19617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -8348803.000000 Penalty: 5286.863770
	Iteration 1F: 3 clusters Score -8348803 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -8349469.500000 Penalty: 5286.863770
	Iteration 2F: 3 clusters Score -8349470 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -8350161.000000 Penalty: 5286.863770
	Iteration 3F: 3 clusters Score -8350161 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8350792.000000 Penalty: 5286.863770
	Iteration 4Q: 3 clusters Score -8350792 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -8351799.500000 Penalty: 5286.863770
	Iteration 5Q: 3 clusters Score -8351800 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8353117.000000 Penalty: 5286.863770
	Iteration 6F: 3 clusters Score -8353117 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -8354971.000000 Penalty: 5286.863770
	Iteration 7F: 3 clusters Score -8354971 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -8356831.500000 Penalty: 5286.863770
	Iteration 8F: 3 clusters Score -8356832 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8357673.000000 Penalty: 5286.863770
	Iteration 9Q: 3 clusters Score -8357673 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -8358116.500000 Penalty: 5286.863770
	Iteration 10Q: 3 clusters Score -8358116 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8358382.500000 Penalty: 5286.863770
	Iteration 11Q: 3 clusters Score -8358382 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -8358558.000000 Penalty: 5286.863770
	Iteration 12Q: 3 clusters Score -8358558 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -8358751.000000 Penalty: 5286.863770
	Iteration 13Q: 3 clusters Score -8358751 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8358897.500000 Penalty: 5286.863770
	Iteration 14Q: 3 clusters Score -8358898 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8359011.000000 Penalty: 5286.863770
	Iteration 15Q: 3 clusters Score -8359011 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -8359047.000000 Penalty: 5286.863770
	Iteration 16Q: 3 clusters Score -8359047 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -8359195.500000 Penalty: 5286.863770
	Iteration 17Q: 3 clusters Score -8359196 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8359289.000000 Penalty: 5286.863770
	Iteration 18Q: 3 clusters Score -8359289 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -8359343.500000 Penalty: 5286.863770
	Iteration 19Q: 3 clusters Score -8359344 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8359399.500000 Penalty: 5286.863770
	Iteration 20F: 3 clusters Score -8359400 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8359558.000000 Penalty: 5286.863770
	Iteration 21Q: 3 clusters Score -8359558 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -8359604.500000 Penalty: 5286.863770
	Iteration 22Q: 3 clusters Score -8359604 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -8359628.000000 Penalty: 5286.863770
	Iteration 23Q: 3 clusters Score -8359628 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -8359683.000000 Penalty: 5286.863770
	Iteration 24Q: 3 clusters Score -8359683 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -8359751.500000 Penalty: 5286.863770
	Iteration 25Q: 3 clusters Score -8359752 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -8359763.500000 Penalty: 5286.863770
	Iteration 26Q: 3 clusters Score -8359764 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8359824.500000 Penalty: 5286.863770
	Iteration 27Q: 3 clusters Score -8359824 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -8359886.000000 Penalty: 5286.863770
	Iteration 28Q: 3 clusters Score -8359886 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8359902.500000 Penalty: 5286.863770
	Iteration 29Q: 3 clusters Score -8359902 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -8359995.000000 Penalty: 5286.863770
	Iteration 30Q: 3 clusters Score -8359995 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8360003.000000 Penalty: 5286.863770
	Iteration 31Q: 3 clusters Score -8360003 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -8360031.500000 Penalty: 5286.863770
	Iteration 32Q: 3 clusters Score -8360032 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8360036.500000 Penalty: 5286.863770
	Iteration 33Q: 3 clusters Score -8360036 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -8360021.500000 Penalty: 5286.863770
	Iteration 34Q: 3 clusters Score -8360022 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8359993.500000 Penalty: 5286.863770
	Iteration 35Q: 3 clusters Score -8359994 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8359983.000000 Penalty: 5286.863770
	Iteration 36Q: 3 clusters Score -8359983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -8359991.500000 Penalty: 5286.863770
	Iteration 37Q: 3 clusters Score -8359992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8359982.000000 Penalty: 5286.863770
	Iteration 38Q: 3 clusters Score -8359982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8359963.000000 Penalty: 5286.863770
	Iteration 39Q: 3 clusters Score -8359963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8359982.500000 Penalty: 5286.863770
	Iteration 40F: 3 clusters Score -8359982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8360002.500000 Penalty: 5286.863770
	Iteration 41Q: 3 clusters Score -8360002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8359993.500000 Penalty: 5286.863770
	Iteration 42Q: 3 clusters Score -8359994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -8360015.500000 Penalty: 5286.863770
	Iteration 43Q: 3 clusters Score -8360016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -8360005.000000 Penalty: 5286.863770
	Iteration 44Q: 3 clusters Score -8360005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8360032.500000 Penalty: 5286.863770
	Iteration 45Q: 3 clusters Score -8360032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8360033.000000 Penalty: 5286.863770
	Iteration 46Q: 3 clusters Score -8360033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -8360046.500000 Penalty: 5286.863770
	Iteration 47Q: 3 clusters Score -8360046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -8360040.000000 Penalty: 5286.863770
	Iteration 48Q: 3 clusters Score -8360040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -8360029.000000 Penalty: 5286.863770
	Iteration 49Q: 3 clusters Score -8360029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -8360033.500000 Penalty: 5286.863770
	Iteration 50Q: 3 clusters Score -8360034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8360044.500000 Penalty: 5286.863770
	Iteration 51Q: 3 clusters Score -8360044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -8360033.500000 Penalty: 5286.863770
	Iteration 52Q: 3 clusters Score -8360034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -8360038.500000 Penalty: 5286.863770
	Iteration 53Q: 3 clusters Score -8360038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8360030.500000 Penalty: 5286.863770
	Iteration 54Q: 3 clusters Score -8360030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8360031.000000 Penalty: 5286.863770
	Iteration 55Q: 3 clusters Score -8360031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8360036.000000 Penalty: 5286.863770
	Iteration 56Q: 3 clusters Score -8360036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8360035.000000 Penalty: 5286.863770
	Iteration 57Q: 3 clusters Score -8360035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8360041.500000 Penalty: 5286.863770
	Iteration 58Q: 3 clusters Score -8360042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8360028.500000 Penalty: 5286.863770
	Iteration 59Q: 3 clusters Score -8360028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8360029.000000 Penalty: 5286.863770
	Iteration 60F: 3 clusters Score -8360029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8360025.500000 Penalty: 5286.863770
	Iteration 61Q: 3 clusters Score -8360026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8360030.000000 Penalty: 5286.863770
	Iteration 62Q: 3 clusters Score -8360030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -8360017.000000 Penalty: 5286.863770
	Iteration 63Q: 3 clusters Score -8360017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8360026.000000 Penalty: 5286.863770
	Iteration 64Q: 3 clusters Score -8360026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -8360012.500000 Penalty: 5286.863770
	Iteration 65Q: 3 clusters Score -8360012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -8360006.000000 Penalty: 5286.863770
	Iteration 66Q: 3 clusters Score -8360006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -8360009.500000 Penalty: 5286.863770
	Iteration 67Q: 3 clusters Score -8360010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -8360009.500000 Penalty: 5286.863770
	Iteration 68F: 3 clusters Score -8360010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 21519 members 
Mstep: Class 23 contains 20467 members 
Entering Unmasked Estep 
Score: -87137576.000000 Penalty: 74503.742188
Splitting cluster 15 changes total score from -87131296.000000 to -87137576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -913469.937500 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -913469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -908954.062500 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -908954.1 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -910018.187500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -910018.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -910239.000000 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -910239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -910374.000000 Penalty: 4218.138184
	Iteration 3Q: 3 clusters Score -910374 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -910467.562500 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -910467.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -910553.187500 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -910553.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -910612.375000 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -910612.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -910674.312500 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -910674.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -910721.562500 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -910721.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -910769.375000 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -910769.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -910814.062500 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -910814.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -910865.062500 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -910865.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -910924.187500 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -910924.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -911001.437500 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -911001.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -911078.625000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -911078.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -911153.375000 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -911153.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -911215.625000 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -911215.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -911270.687500 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -911270.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -911320.125000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -911320.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -911369.437500 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -911369.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -911416.562500 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -911416.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -911446.125000 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -911446.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -911473.062500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -911473.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -911499.437500 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -911499.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -911525.062500 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -911525.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -911544.750000 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -911544.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -911560.375000 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -911560.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -911575.500000 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -911575.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -911594.000000 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -911594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -911612.437500 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -911612.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -911631.500000 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -911631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -911651.937500 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -911651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -911665.812500 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -911665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -911680.625000 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -911680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -911688.625000 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -911688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -911699.687500 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -911699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -911708.625000 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -911708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -911714.875000 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -911714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -911720.562500 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -911720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -911727.250000 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -911727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -911731.375000 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -911731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -911731.750000 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -911731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -911731.750000 Penalty: 4218.138184
	Iteration 42F: 3 clusters Score -911731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Entering Unmasked Estep 
Score: -7450143.000000 Penalty: 2626.422852
	Iteration 0F: 2 clusters Score -7450143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -7427659.500000 Penalty: 5252.845703
	Iteration 0F: 3 clusters Score -7427660 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7437672.000000 Penalty: 5252.845703
	Iteration 1F: 3 clusters Score -7437672 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -7438333.000000 Penalty: 5252.845703
	Iteration 2Q: 3 clusters Score -7438333 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7438912.500000 Penalty: 5252.845703
	Iteration 3Q: 3 clusters Score -7438912 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -7439486.500000 Penalty: 5252.845703
	Iteration 4Q: 3 clusters Score -7439486 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7440227.000000 Penalty: 5252.845703
	Iteration 5Q: 3 clusters Score -7440227 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -7441131.000000 Penalty: 5252.845703
	Iteration 6Q: 3 clusters Score -7441131 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -7442375.000000 Penalty: 5252.845703
	Iteration 7F: 3 clusters Score -7442375 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -7443929.000000 Penalty: 5252.845703
	Iteration 8F: 3 clusters Score -7443929 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -7445445.500000 Penalty: 5252.845703
	Iteration 9F: 3 clusters Score -7445446 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -7446363.500000 Penalty: 5252.845703
	Iteration 10Q: 3 clusters Score -7446364 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -7446689.000000 Penalty: 5252.845703
	Iteration 11Q: 3 clusters Score -7446689 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -7446929.000000 Penalty: 5252.845703
	Iteration 12Q: 3 clusters Score -7446929 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -7447061.000000 Penalty: 5252.845703
	Iteration 13Q: 3 clusters Score -7447061 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7447179.000000 Penalty: 5252.845703
	Iteration 14Q: 3 clusters Score -7447179 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7447235.000000 Penalty: 5252.845703
	Iteration 15Q: 3 clusters Score -7447235 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7447338.500000 Penalty: 5252.845703
	Iteration 16Q: 3 clusters Score -7447338 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7447379.500000 Penalty: 5252.845703
	Iteration 17Q: 3 clusters Score -7447380 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7447416.500000 Penalty: 5252.845703
	Iteration 18Q: 3 clusters Score -7447416 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7447391.500000 Penalty: 5252.845703
	Iteration 19Q: 3 clusters Score -7447392 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7447419.500000 Penalty: 5252.845703
	Iteration 20F: 3 clusters Score -7447420 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -7447410.500000 Penalty: 5252.845703
	Iteration 21Q: 3 clusters Score -7447410 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -7447423.500000 Penalty: 5252.845703
	Iteration 22Q: 3 clusters Score -7447424 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7447419.000000 Penalty: 5252.845703
	Iteration 23Q: 3 clusters Score -7447419 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -7447406.500000 Penalty: 5252.845703
	Iteration 24Q: 3 clusters Score -7447406 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7447386.500000 Penalty: 5252.845703
	Iteration 25Q: 3 clusters Score -7447386 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -7447360.000000 Penalty: 5252.845703
	Iteration 26Q: 3 clusters Score -7447360 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7447361.000000 Penalty: 5252.845703
	Iteration 27Q: 3 clusters Score -7447361 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -7447379.000000 Penalty: 5252.845703
	Iteration 28Q: 3 clusters Score -7447379 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7447361.500000 Penalty: 5252.845703
	Iteration 29Q: 3 clusters Score -7447362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -7447357.500000 Penalty: 5252.845703
	Iteration 30Q: 3 clusters Score -7447358 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7447387.000000 Penalty: 5252.845703
	Iteration 31Q: 3 clusters Score -7447387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -7447401.500000 Penalty: 5252.845703
	Iteration 32Q: 3 clusters Score -7447402 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -7447393.000000 Penalty: 5252.845703
	Iteration 33Q: 3 clusters Score -7447393 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -7447391.000000 Penalty: 5252.845703
	Iteration 34Q: 3 clusters Score -7447391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -7447393.500000 Penalty: 5252.845703
	Iteration 35Q: 3 clusters Score -7447394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -7447395.500000 Penalty: 5252.845703
	Iteration 36Q: 3 clusters Score -7447396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -7447430.500000 Penalty: 5252.845703
	Iteration 37Q: 3 clusters Score -7447430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -7447448.000000 Penalty: 5252.845703
	Iteration 38Q: 3 clusters Score -7447448 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -7447453.500000 Penalty: 5252.845703
	Iteration 39Q: 3 clusters Score -7447454 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -7447481.000000 Penalty: 5252.845703
	Iteration 40F: 3 clusters Score -7447481 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7447515.500000 Penalty: 5252.845703
	Iteration 41Q: 3 clusters Score -7447516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -7447525.000000 Penalty: 5252.845703
	Iteration 42Q: 3 clusters Score -7447525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -7447542.000000 Penalty: 5252.845703
	Iteration 43Q: 3 clusters Score -7447542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7447564.000000 Penalty: 5252.845703
	Iteration 44Q: 3 clusters Score -7447564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7447582.500000 Penalty: 5252.845703
	Iteration 45Q: 3 clusters Score -7447582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -7447616.000000 Penalty: 5252.845703
	Iteration 46Q: 3 clusters Score -7447616 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -7447631.500000 Penalty: 5252.845703
	Iteration 47Q: 3 clusters Score -7447632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -7447652.000000 Penalty: 5252.845703
	Iteration 48Q: 3 clusters Score -7447652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7447659.500000 Penalty: 5252.845703
	Iteration 49Q: 3 clusters Score -7447660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7447669.500000 Penalty: 5252.845703
	Iteration 50Q: 3 clusters Score -7447670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7447683.000000 Penalty: 5252.845703
	Iteration 51Q: 3 clusters Score -7447683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7447700.500000 Penalty: 5252.845703
	Iteration 52Q: 3 clusters Score -7447700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7447710.500000 Penalty: 5252.845703
	Iteration 53Q: 3 clusters Score -7447710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7447739.500000 Penalty: 5252.845703
	Iteration 54Q: 3 clusters Score -7447740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -7447756.500000 Penalty: 5252.845703
	Iteration 55Q: 3 clusters Score -7447756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7447819.500000 Penalty: 5252.845703
	Iteration 56Q: 3 clusters Score -7447820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7447814.500000 Penalty: 5252.845703
	Iteration 57Q: 3 clusters Score -7447814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7447827.000000 Penalty: 5252.845703
	Iteration 58Q: 3 clusters Score -7447827 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7447850.000000 Penalty: 5252.845703
	Iteration 59Q: 3 clusters Score -7447850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7447872.000000 Penalty: 5252.845703
	Iteration 60F: 3 clusters Score -7447872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -7447892.500000 Penalty: 5252.845703
	Iteration 61Q: 3 clusters Score -7447892 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7447914.500000 Penalty: 5252.845703
	Iteration 62Q: 3 clusters Score -7447914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -7447905.500000 Penalty: 5252.845703
	Iteration 63Q: 3 clusters Score -7447906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -7447918.000000 Penalty: 5252.845703
	Iteration 64Q: 3 clusters Score -7447918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -7447899.500000 Penalty: 5252.845703
	Iteration 65Q: 3 clusters Score -7447900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7447919.500000 Penalty: 5252.845703
	Iteration 66Q: 3 clusters Score -7447920 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7447942.000000 Penalty: 5252.845703
	Iteration 67Q: 3 clusters Score -7447942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -7447956.500000 Penalty: 5252.845703
	Iteration 68Q: 3 clusters Score -7447956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7447960.000000 Penalty: 5252.845703
	Iteration 69Q: 3 clusters Score -7447960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7447972.000000 Penalty: 5252.845703
	Iteration 70Q: 3 clusters Score -7447972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -7447959.500000 Penalty: 5252.845703
	Iteration 71Q: 3 clusters Score -7447960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -7447953.500000 Penalty: 5252.845703
	Iteration 72Q: 3 clusters Score -7447954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7447946.000000 Penalty: 5252.845703
	Iteration 73Q: 3 clusters Score -7447946 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -7447955.500000 Penalty: 5252.845703
	Iteration 74Q: 3 clusters Score -7447956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -7447957.000000 Penalty: 5252.845703
	Iteration 75Q: 3 clusters Score -7447957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7447952.000000 Penalty: 5252.845703
	Iteration 76Q: 3 clusters Score -7447952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -7447955.000000 Penalty: 5252.845703
	Iteration 77Q: 3 clusters Score -7447955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -7447971.500000 Penalty: 5252.845703
	Iteration 78Q: 3 clusters Score -7447972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -7447975.000000 Penalty: 5252.845703
	Iteration 79Q: 3 clusters Score -7447975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -7447982.000000 Penalty: 5252.845703
	Iteration 80F: 3 clusters Score -7447982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7447988.000000 Penalty: 5252.845703
	Iteration 81Q: 3 clusters Score -7447988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7447977.500000 Penalty: 5252.845703
	Iteration 82Q: 3 clusters Score -7447978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7447978.000000 Penalty: 5252.845703
	Iteration 83Q: 3 clusters Score -7447978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -7447989.500000 Penalty: 5252.845703
	Iteration 84Q: 3 clusters Score -7447990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -7447991.500000 Penalty: 5252.845703
	Iteration 85Q: 3 clusters Score -7447992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7447991.000000 Penalty: 5252.845703
	Iteration 86Q: 3 clusters Score -7447991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7448000.500000 Penalty: 5252.845703
	Iteration 87Q: 3 clusters Score -7448000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7448004.000000 Penalty: 5252.845703
	Iteration 88Q: 3 clusters Score -7448004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7448009.500000 Penalty: 5252.845703
	Iteration 89Q: 3 clusters Score -7448010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7447988.000000 Penalty: 5252.845703
	Iteration 90Q: 3 clusters Score -7447988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7448003.500000 Penalty: 5252.845703
	Iteration 91Q: 3 clusters Score -7448004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7447999.500000 Penalty: 5252.845703
	Iteration 92Q: 3 clusters Score -7448000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7448010.500000 Penalty: 5252.845703
	Iteration 93Q: 3 clusters Score -7448010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7448012.000000 Penalty: 5252.845703
	Iteration 94Q: 3 clusters Score -7448012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7448008.500000 Penalty: 5252.845703
	Iteration 95Q: 3 clusters Score -7448008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7448024.000000 Penalty: 5252.845703
	Iteration 96Q: 3 clusters Score -7448024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7448019.500000 Penalty: 5252.845703
	Iteration 97Q: 3 clusters Score -7448020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -7448018.500000 Penalty: 5252.845703
	Iteration 98Q: 3 clusters Score -7448018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7448001.500000 Penalty: 5252.845703
	Iteration 99Q: 3 clusters Score -7448002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7448000.500000 Penalty: 5252.845703
	Iteration 100F: 3 clusters Score -7448000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7448007.500000 Penalty: 5252.845703
	Iteration 101Q: 3 clusters Score -7448008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -7448006.500000 Penalty: 5252.845703
	Iteration 102Q: 3 clusters Score -7448006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7448003.000000 Penalty: 5252.845703
	Iteration 103Q: 3 clusters Score -7448003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -7448008.500000 Penalty: 5252.845703
	Iteration 104Q: 3 clusters Score -7448008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -7448006.000000 Penalty: 5252.845703
	Iteration 105Q: 3 clusters Score -7448006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -7448015.000000 Penalty: 5252.845703
	Iteration 106Q: 3 clusters Score -7448015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -7448005.000000 Penalty: 5252.845703
	Iteration 107Q: 3 clusters Score -7448005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7448007.000000 Penalty: 5252.845703
	Iteration 108Q: 3 clusters Score -7448007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -7448006.500000 Penalty: 5252.845703
	Iteration 109Q: 3 clusters Score -7448006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7448016.500000 Penalty: 5252.845703
	Iteration 110Q: 3 clusters Score -7448016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -7448008.500000 Penalty: 5252.845703
	Iteration 111Q: 3 clusters Score -7448008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -7448004.000000 Penalty: 5252.845703
	Iteration 112Q: 3 clusters Score -7448004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -7448010.500000 Penalty: 5252.845703
	Iteration 113Q: 3 clusters Score -7448010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7448011.000000 Penalty: 5252.845703
	Iteration 114Q: 3 clusters Score -7448011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7448015.000000 Penalty: 5252.845703
	Iteration 115Q: 3 clusters Score -7448015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7447997.500000 Penalty: 5252.845703
	Iteration 116Q: 3 clusters Score -7447998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -7448001.000000 Penalty: 5252.845703
	Iteration 117Q: 3 clusters Score -7448001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -7448003.000000 Penalty: 5252.845703
	Iteration 118Q: 3 clusters Score -7448003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -7448006.500000 Penalty: 5252.845703
	Iteration 119Q: 3 clusters Score -7448006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -7448008.000000 Penalty: 5252.845703
	Iteration 120F: 3 clusters Score -7448008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -7447999.000000 Penalty: 5252.845703
	Iteration 121Q: 3 clusters Score -7447999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7447995.500000 Penalty: 5252.845703
	Iteration 122Q: 3 clusters Score -7447996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7448004.000000 Penalty: 5252.845703
	Iteration 123Q: 3 clusters Score -7448004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7448015.000000 Penalty: 5252.845703
	Iteration 124Q: 3 clusters Score -7448015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -7448008.500000 Penalty: 5252.845703
	Iteration 125Q: 3 clusters Score -7448008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7448012.500000 Penalty: 5252.845703
	Iteration 126Q: 3 clusters Score -7448012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7448012.500000 Penalty: 5252.845703
	Iteration 127F: 3 clusters Score -7448012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -178439.421875 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -178439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176678.015625 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -176678 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -177777.984375 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -177778 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178738.656250 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -178738.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -179344.703125 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -179344.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -179558.671875 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -179558.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179863.109375 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -179863.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -180143.781250 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -180143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -180196.078125 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -180196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180210.406250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -180210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180212.546875 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -180212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180213.531250 Penalty: 3495.568604
	Iteration 10F: 3 clusters Score -180213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180214.750000 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -180214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180216.125000 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -180216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180216.125000 Penalty: 3495.568604
	Iteration 13F: 3 clusters Score -180216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 1417 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 21519 members 
Mstep: Class 23 contains 20467 members 
Mstep: Class 24 contains 656 members 
Entering Unmasked Estep 
Score: -87137736.000000 Penalty: 77743.031250
Splitting cluster 18 changes total score from -87131296.000000 to -87137736.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -239468.531250 Penalty: 1799.561646
	Iteration 0F: 2 clusters Score -239468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -237442.468750 Penalty: 3599.123291
	Iteration 0F: 3 clusters Score -237442.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -238741.531250 Penalty: 3599.123291
	Iteration 1F: 3 clusters Score -238741.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -240344.781250 Penalty: 3599.123291
	Iteration 2F: 3 clusters Score -240344.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -240829.390625 Penalty: 3599.123291
	Iteration 3F: 3 clusters Score -240829.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -240910.203125 Penalty: 3599.123291
	Iteration 4Q: 3 clusters Score -240910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -240921.234375 Penalty: 3599.123291
	Iteration 5Q: 3 clusters Score -240921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240922.468750 Penalty: 3599.123291
	Iteration 6Q: 3 clusters Score -240922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -240923.562500 Penalty: 3599.123291
	Iteration 7Q: 3 clusters Score -240923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -240923.562500 Penalty: 3599.123291
	Iteration 8F: 3 clusters Score -240923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 21519 members 
Mstep: Class 23 contains 20467 members 
Mstep: Class 24 contains 656 members 
Mstep: Class 25 contains 1128 members 
Entering Unmasked Estep 
Score: -87137848.000000 Penalty: 80982.328125
Splitting cluster 19 changes total score from -87131296.000000 to -87137848.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (37928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Entering Unmasked Estep 
Score: -7004242.000000 Penalty: 2614.774170
	Iteration 0F: 2 clusters Score -7004242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -6980887.500000 Penalty: 5229.548340
	Iteration 0F: 3 clusters Score -6980888 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -6990356.000000 Penalty: 5229.548340
	Iteration 1F: 3 clusters Score -6990356 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -6990754.000000 Penalty: 5229.548340
	Iteration 2Q: 3 clusters Score -6990754 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6991170.500000 Penalty: 5229.548340
	Iteration 3Q: 3 clusters Score -6991170 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6991652.500000 Penalty: 5229.548340
	Iteration 4Q: 3 clusters Score -6991652 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -6992095.000000 Penalty: 5229.548340
	Iteration 5Q: 3 clusters Score -6992095 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -6992765.000000 Penalty: 5229.548340
	Iteration 6Q: 3 clusters Score -6992765 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6993636.500000 Penalty: 5229.548340
	Iteration 7F: 3 clusters Score -6993636 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6994805.500000 Penalty: 5229.548340
	Iteration 8F: 3 clusters Score -6994806 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -6996305.500000 Penalty: 5229.548340
	Iteration 9F: 3 clusters Score -6996306 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6997797.000000 Penalty: 5229.548340
	Iteration 10F: 3 clusters Score -6997797 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6999209.500000 Penalty: 5229.548340
	Iteration 11Q: 3 clusters Score -6999210 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7000271.000000 Penalty: 5229.548340
	Iteration 12Q: 3 clusters Score -7000271 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -7001035.000000 Penalty: 5229.548340
	Iteration 13Q: 3 clusters Score -7001035 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -7001535.000000 Penalty: 5229.548340
	Iteration 14Q: 3 clusters Score -7001535 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7001863.000000 Penalty: 5229.548340
	Iteration 15Q: 3 clusters Score -7001863 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -7002030.000000 Penalty: 5229.548340
	Iteration 16Q: 3 clusters Score -7002030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -7002086.500000 Penalty: 5229.548340
	Iteration 17Q: 3 clusters Score -7002086 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7002215.500000 Penalty: 5229.548340
	Iteration 18Q: 3 clusters Score -7002216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7002311.500000 Penalty: 5229.548340
	Iteration 19Q: 3 clusters Score -7002312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -7002286.500000 Penalty: 5229.548340
	Iteration 20F: 3 clusters Score -7002286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7002324.500000 Penalty: 5229.548340
	Iteration 21Q: 3 clusters Score -7002324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7002352.000000 Penalty: 5229.548340
	Iteration 22Q: 3 clusters Score -7002352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7002371.000000 Penalty: 5229.548340
	Iteration 23Q: 3 clusters Score -7002371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7002376.500000 Penalty: 5229.548340
	Iteration 24Q: 3 clusters Score -7002376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -7002385.500000 Penalty: 5229.548340
	Iteration 25Q: 3 clusters Score -7002386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7002393.000000 Penalty: 5229.548340
	Iteration 26Q: 3 clusters Score -7002393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7002397.500000 Penalty: 5229.548340
	Iteration 27Q: 3 clusters Score -7002398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -7002401.000000 Penalty: 5229.548340
	Iteration 28Q: 3 clusters Score -7002401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7002410.500000 Penalty: 5229.548340
	Iteration 29Q: 3 clusters Score -7002410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7002418.500000 Penalty: 5229.548340
	Iteration 30Q: 3 clusters Score -7002418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7002422.000000 Penalty: 5229.548340
	Iteration 31Q: 3 clusters Score -7002422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7002423.500000 Penalty: 5229.548340
	Iteration 32Q: 3 clusters Score -7002424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7002422.000000 Penalty: 5229.548340
	Iteration 33Q: 3 clusters Score -7002422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -7002420.500000 Penalty: 5229.548340
	Iteration 34Q: 3 clusters Score -7002420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7002412.000000 Penalty: 5229.548340
	Iteration 35Q: 3 clusters Score -7002412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7002413.000000 Penalty: 5229.548340
	Iteration 36Q: 3 clusters Score -7002413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7002413.000000 Penalty: 5229.548340
	Iteration 37F: 3 clusters Score -7002413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 8595 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 44327 members 
Mstep: Class 7 contains 46201 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 42317 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 12 contains 22570 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 21408 members 
Mstep: Class 15 contains 22107 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 39752 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 37928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87150664.000000 Penalty: 80982.328125
Iteration 39Q: 26 clusters Score -8.715066e+07 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42360 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 42961 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 45214 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 11 contains 370 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 20586 members 
Mstep: Class 14 contains 21737 members 
Mstep: Class 15 contains 22675 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 39689 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 287 members 
Mstep: Class 20 contains 37500 members 
Mstep: Class 21 contains 21783 members 
Mstep: Class 22 contains 18996 members 
Mstep: Class 23 contains 20338 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87154768.000000 Penalty: 80982.328125
Iteration 40F: 26 clusters Score -8.715477e+07 nChanged 22037
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 41398 members 
Mstep: Class 3 contains 8644 members 
Mstep: Class 4 contains 41314 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 38958 members 
Mstep: Class 7 contains 46305 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 11 contains 490 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 21564 members 
Mstep: Class 15 contains 22228 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 39137 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 36823 members 
Mstep: Class 21 contains 22687 members 
Mstep: Class 22 contains 21001 members 
Mstep: Class 23 contains 27988 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159952.000000 Penalty: 80982.328125
Iteration 41Q: 26 clusters Score -8.715995e+07 nChanged 24928
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 41114 members 
Mstep: Class 3 contains 8637 members 
Mstep: Class 4 contains 42396 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 43880 members 
Mstep: Class 7 contains 45706 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 40372 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 20470 members 
Mstep: Class 13 contains 23868 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 15 contains 22504 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 38523 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 36422 members 
Mstep: Class 21 contains 23360 members 
Mstep: Class 22 contains 16868 members 
Mstep: Class 23 contains 29432 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158672.000000 Penalty: 80982.328125
Iteration 42F: 26 clusters Score -8.715867e+07 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40922 members 
Mstep: Class 3 contains 8629 members 
Mstep: Class 4 contains 40741 members 
Mstep: Class 5 contains 5480 members 
Mstep: Class 6 contains 41974 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 40070 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 20985 members 
Mstep: Class 13 contains 25313 members 
Mstep: Class 14 contains 19507 members 
Mstep: Class 15 contains 22727 members 
Mstep: Class 16 contains 4912 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 592 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 36188 members 
Mstep: Class 21 contains 23809 members 
Mstep: Class 22 contains 18780 members 
Mstep: Class 23 contains 29444 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87168504.000000 Penalty: 80982.328125
Iteration 43Q: 26 clusters Score -8.71685e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 40470 members 
Mstep: Class 3 contains 8605 members 
Mstep: Class 4 contains 41755 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 42395 members 
Mstep: Class 7 contains 45038 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 39458 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 20591 members 
Mstep: Class 13 contains 26628 members 
Mstep: Class 14 contains 19211 members 
Mstep: Class 15 contains 22732 members 
Mstep: Class 16 contains 4899 members 
Mstep: Class 17 contains 37230 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 36050 members 
Mstep: Class 21 contains 24083 members 
Mstep: Class 22 contains 19138 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87166136.000000 Penalty: 80982.328125
Iteration 44Q: 26 clusters Score -8.716614e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40518 members 
Mstep: Class 3 contains 8580 members 
Mstep: Class 4 contains 41244 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 42257 members 
Mstep: Class 7 contains 44778 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 39285 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 20358 members 
Mstep: Class 13 contains 27866 members 
Mstep: Class 14 contains 19311 members 
Mstep: Class 15 contains 22771 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 36718 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 35928 members 
Mstep: Class 21 contains 24241 members 
Mstep: Class 22 contains 19693 members 
Mstep: Class 23 contains 28717 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87167464.000000 Penalty: 80982.328125
Iteration 45Q: 26 clusters Score -8.716746e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40346 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 41219 members 
Mstep: Class 5 contains 5524 members 
Mstep: Class 6 contains 42398 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 39019 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 20135 members 
Mstep: Class 13 contains 29086 members 
Mstep: Class 14 contains 19401 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 4911 members 
Mstep: Class 17 contains 36145 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35870 members 
Mstep: Class 21 contains 24349 members 
Mstep: Class 22 contains 19854 members 
Mstep: Class 23 contains 28457 members 
Mstep: Class 24 contains 725 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87167632.000000 Penalty: 80982.328125
Iteration 46Q: 26 clusters Score -8.716763e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 40293 members 
Mstep: Class 3 contains 8551 members 
Mstep: Class 4 contains 41167 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 42435 members 
Mstep: Class 7 contains 44363 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 38796 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 19941 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 22800 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 35522 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35871 members 
Mstep: Class 21 contains 24416 members 
Mstep: Class 22 contains 19975 members 
Mstep: Class 23 contains 28286 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87167064.000000 Penalty: 80982.328125
Iteration 47Q: 26 clusters Score -8.716706e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40235 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 41117 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 42576 members 
Mstep: Class 7 contains 44182 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 38599 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 19819 members 
Mstep: Class 13 contains 31514 members 
Mstep: Class 14 contains 19604 members 
Mstep: Class 15 contains 22762 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 34812 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35873 members 
Mstep: Class 21 contains 24491 members 
Mstep: Class 22 contains 19985 members 
Mstep: Class 23 contains 28121 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87166432.000000 Penalty: 80982.328125
Iteration 48Q: 26 clusters Score -8.716643e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40205 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 4 contains 41053 members 
Mstep: Class 5 contains 5530 members 
Mstep: Class 6 contains 42629 members 
Mstep: Class 7 contains 44032 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 38422 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 32710 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 22718 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 34026 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35886 members 
Mstep: Class 21 contains 24512 members 
Mstep: Class 22 contains 20040 members 
Mstep: Class 23 contains 28000 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87166440.000000 Penalty: 80982.328125
Iteration 49Q: 26 clusters Score -8.716644e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40196 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 42708 members 
Mstep: Class 7 contains 43877 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 38162 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19685 members 
Mstep: Class 13 contains 33824 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 22712 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 33329 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35844 members 
Mstep: Class 21 contains 24481 members 
Mstep: Class 22 contains 20071 members 
Mstep: Class 23 contains 27900 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87166168.000000 Penalty: 80982.328125
Iteration 50Q: 26 clusters Score -8.716617e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40185 members 
Mstep: Class 3 contains 8495 members 
Mstep: Class 4 contains 41033 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 42784 members 
Mstep: Class 7 contains 43772 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 37819 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19593 members 
Mstep: Class 13 contains 34975 members 
Mstep: Class 14 contains 19965 members 
Mstep: Class 15 contains 22717 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 32792 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35762 members 
Mstep: Class 21 contains 24333 members 
Mstep: Class 22 contains 20074 members 
Mstep: Class 23 contains 27878 members 
Mstep: Class 24 contains 725 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87165344.000000 Penalty: 80982.328125
Iteration 51Q: 26 clusters Score -8.716534e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40215 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 41110 members 
Mstep: Class 5 contains 5564 members 
Mstep: Class 6 contains 42847 members 
Mstep: Class 7 contains 43769 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 37234 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19423 members 
Mstep: Class 13 contains 36164 members 
Mstep: Class 14 contains 20089 members 
Mstep: Class 15 contains 22757 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 32405 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35671 members 
Mstep: Class 21 contains 24055 members 
Mstep: Class 22 contains 20081 members 
Mstep: Class 23 contains 27870 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163320.000000 Penalty: 80982.328125
Iteration 52Q: 26 clusters Score -8.716332e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40361 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 41220 members 
Mstep: Class 5 contains 5582 members 
Mstep: Class 6 contains 42951 members 
Mstep: Class 7 contains 43773 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 36461 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19225 members 
Mstep: Class 13 contains 37274 members 
Mstep: Class 14 contains 20192 members 
Mstep: Class 15 contains 22861 members 
Mstep: Class 16 contains 4955 members 
Mstep: Class 17 contains 32090 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35462 members 
Mstep: Class 21 contains 23817 members 
Mstep: Class 22 contains 20135 members 
Mstep: Class 23 contains 27855 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159824.000000 Penalty: 80982.328125
Iteration 53Q: 26 clusters Score -8.715982e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40647 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 41286 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 43087 members 
Mstep: Class 7 contains 43858 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 35216 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19029 members 
Mstep: Class 13 contains 38335 members 
Mstep: Class 14 contains 20292 members 
Mstep: Class 15 contains 23044 members 
Mstep: Class 16 contains 4965 members 
Mstep: Class 17 contains 31813 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 35218 members 
Mstep: Class 21 contains 23676 members 
Mstep: Class 22 contains 20292 members 
Mstep: Class 23 contains 27889 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87154000.000000 Penalty: 80982.328125
Iteration 54Q: 26 clusters Score -8.7154e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 41092 members 
Mstep: Class 3 contains 8401 members 
Mstep: Class 4 contains 41446 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 44059 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 33025 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19075 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 20406 members 
Mstep: Class 15 contains 23272 members 
Mstep: Class 16 contains 4973 members 
Mstep: Class 17 contains 31493 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34978 members 
Mstep: Class 21 contains 23933 members 
Mstep: Class 22 contains 20528 members 
Mstep: Class 23 contains 27980 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87150920.000000 Penalty: 80982.328125
Iteration 55Q: 26 clusters Score -8.715092e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 41303 members 
Mstep: Class 3 contains 8362 members 
Mstep: Class 4 contains 41332 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 43368 members 
Mstep: Class 7 contains 44058 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 31297 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19424 members 
Mstep: Class 13 contains 39710 members 
Mstep: Class 14 contains 20553 members 
Mstep: Class 15 contains 23445 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 31200 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34771 members 
Mstep: Class 21 contains 24403 members 
Mstep: Class 22 contains 20751 members 
Mstep: Class 23 contains 28073 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87149048.000000 Penalty: 80982.328125
Iteration 56Q: 26 clusters Score -8.714905e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 41361 members 
Mstep: Class 3 contains 8315 members 
Mstep: Class 4 contains 41315 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 43490 members 
Mstep: Class 7 contains 44103 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 29968 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19882 members 
Mstep: Class 13 contains 39995 members 
Mstep: Class 14 contains 20706 members 
Mstep: Class 15 contains 23491 members 
Mstep: Class 16 contains 4994 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34634 members 
Mstep: Class 21 contains 24899 members 
Mstep: Class 22 contains 20905 members 
Mstep: Class 23 contains 28149 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87147952.000000 Penalty: 80982.328125
Iteration 57Q: 26 clusters Score -8.714795e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41416 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 41325 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 43657 members 
Mstep: Class 7 contains 44079 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 28951 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 20342 members 
Mstep: Class 13 contains 40147 members 
Mstep: Class 14 contains 20838 members 
Mstep: Class 15 contains 23503 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 30406 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34531 members 
Mstep: Class 21 contains 25363 members 
Mstep: Class 22 contains 20952 members 
Mstep: Class 23 contains 28205 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87146712.000000 Penalty: 80982.328125
Iteration 58Q: 26 clusters Score -8.714671e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41425 members 
Mstep: Class 3 contains 8259 members 
Mstep: Class 4 contains 41340 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 43707 members 
Mstep: Class 7 contains 44028 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 28122 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 40218 members 
Mstep: Class 14 contains 20984 members 
Mstep: Class 15 contains 23533 members 
Mstep: Class 16 contains 5004 members 
Mstep: Class 17 contains 30110 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34397 members 
Mstep: Class 21 contains 25816 members 
Mstep: Class 22 contains 21005 members 
Mstep: Class 23 contains 28276 members 
Mstep: Class 24 contains 728 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87145736.000000 Penalty: 80982.328125
Iteration 59Q: 26 clusters Score -8.714574e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41460 members 
Mstep: Class 3 contains 8230 members 
Mstep: Class 4 contains 41410 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 43827 members 
Mstep: Class 7 contains 43958 members 
Mstep: Class 8 contains 302 members 
Mstep: Class 9 contains 27408 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 21101 members 
Mstep: Class 13 contains 40157 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 15 contains 23512 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 29876 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34279 members 
Mstep: Class 21 contains 26261 members 
Mstep: Class 22 contains 21004 members 
Mstep: Class 23 contains 28371 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87144880.000000 Penalty: 80982.328125
Iteration 60F: 26 clusters Score -8.714488e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 41404 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 43932 members 
Mstep: Class 7 contains 43845 members 
Mstep: Class 8 contains 291 members 
Mstep: Class 9 contains 26951 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 21355 members 
Mstep: Class 13 contains 40213 members 
Mstep: Class 14 contains 21142 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34167 members 
Mstep: Class 21 contains 26600 members 
Mstep: Class 22 contains 21076 members 
Mstep: Class 23 contains 28455 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87144104.000000 Penalty: 80982.328125
Iteration 61Q: 26 clusters Score -8.71441e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 41504 members 
Mstep: Class 3 contains 8185 members 
Mstep: Class 4 contains 41428 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 43790 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 26471 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 21604 members 
Mstep: Class 13 contains 40207 members 
Mstep: Class 14 contains 21172 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 5046 members 
Mstep: Class 17 contains 29382 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34069 members 
Mstep: Class 21 contains 26921 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 23 contains 28516 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87143712.000000 Penalty: 80982.328125
Iteration 62Q: 26 clusters Score -8.714371e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 41582 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 41440 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 44106 members 
Mstep: Class 7 contains 43791 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 26021 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 40215 members 
Mstep: Class 14 contains 21215 members 
Mstep: Class 15 contains 23483 members 
Mstep: Class 16 contains 5044 members 
Mstep: Class 17 contains 29169 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34020 members 
Mstep: Class 21 contains 27135 members 
Mstep: Class 22 contains 21222 members 
Mstep: Class 23 contains 28587 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87142896.000000 Penalty: 80982.328125
Iteration 63Q: 26 clusters Score -8.71429e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 41647 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 41418 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 44200 members 
Mstep: Class 7 contains 43774 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 25658 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 21957 members 
Mstep: Class 13 contains 40158 members 
Mstep: Class 14 contains 21265 members 
Mstep: Class 15 contains 23503 members 
Mstep: Class 16 contains 5049 members 
Mstep: Class 17 contains 28974 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33982 members 
Mstep: Class 21 contains 27350 members 
Mstep: Class 22 contains 21247 members 
Mstep: Class 23 contains 28645 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87142128.000000 Penalty: 80982.328125
Iteration 64Q: 26 clusters Score -8.714213e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41656 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 41438 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 44284 members 
Mstep: Class 7 contains 43715 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 25319 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 22107 members 
Mstep: Class 13 contains 40152 members 
Mstep: Class 14 contains 21269 members 
Mstep: Class 15 contains 23519 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33947 members 
Mstep: Class 21 contains 27529 members 
Mstep: Class 22 contains 21322 members 
Mstep: Class 23 contains 28725 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87141112.000000 Penalty: 80982.328125
Iteration 65Q: 26 clusters Score -8.714111e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 44360 members 
Mstep: Class 7 contains 43678 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 22237 members 
Mstep: Class 13 contains 40074 members 
Mstep: Class 14 contains 21284 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 16 contains 5057 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33911 members 
Mstep: Class 21 contains 27702 members 
Mstep: Class 22 contains 21379 members 
Mstep: Class 23 contains 28829 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140744.000000 Penalty: 80982.328125
Iteration 66Q: 26 clusters Score -8.714074e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 41679 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 41454 members 
Mstep: Class 5 contains 5715 members 
Mstep: Class 6 contains 44406 members 
Mstep: Class 7 contains 43628 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24863 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 549 members 
Mstep: Class 12 contains 22308 members 
Mstep: Class 13 contains 39998 members 
Mstep: Class 14 contains 21314 members 
Mstep: Class 15 contains 23492 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 28609 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33857 members 
Mstep: Class 21 contains 27865 members 
Mstep: Class 22 contains 21405 members 
Mstep: Class 23 contains 28920 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140440.000000 Penalty: 80982.328125
Iteration 67Q: 26 clusters Score -8.714044e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41726 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 41432 members 
Mstep: Class 5 contains 5722 members 
Mstep: Class 6 contains 44485 members 
Mstep: Class 7 contains 43564 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24701 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 22302 members 
Mstep: Class 13 contains 39944 members 
Mstep: Class 14 contains 21345 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 28606 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33774 members 
Mstep: Class 21 contains 28028 members 
Mstep: Class 22 contains 21467 members 
Mstep: Class 23 contains 28964 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140144.000000 Penalty: 80982.328125
Iteration 68Q: 26 clusters Score -8.714014e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41745 members 
Mstep: Class 3 contains 8064 members 
Mstep: Class 4 contains 41422 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 44538 members 
Mstep: Class 7 contains 43536 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 22316 members 
Mstep: Class 13 contains 39875 members 
Mstep: Class 14 contains 21378 members 
Mstep: Class 15 contains 23431 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 28644 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33699 members 
Mstep: Class 21 contains 28126 members 
Mstep: Class 22 contains 21504 members 
Mstep: Class 23 contains 29027 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140280.000000 Penalty: 80982.328125
Iteration 69Q: 26 clusters Score -8.714028e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41729 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 41435 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 44593 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24402 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 39777 members 
Mstep: Class 14 contains 21417 members 
Mstep: Class 15 contains 23427 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 28708 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33653 members 
Mstep: Class 21 contains 28228 members 
Mstep: Class 22 contains 21520 members 
Mstep: Class 23 contains 29059 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140360.000000 Penalty: 80982.328125
Iteration 70Q: 26 clusters Score -8.714036e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 41745 members 
Mstep: Class 3 contains 8047 members 
Mstep: Class 4 contains 41389 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 44658 members 
Mstep: Class 7 contains 43431 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22423 members 
Mstep: Class 13 contains 39675 members 
Mstep: Class 14 contains 21438 members 
Mstep: Class 15 contains 23425 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 28772 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33600 members 
Mstep: Class 21 contains 28293 members 
Mstep: Class 22 contains 21571 members 
Mstep: Class 23 contains 29094 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140024.000000 Penalty: 80982.328125
Iteration 71Q: 26 clusters Score -8.714002e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 41780 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 41399 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 6 contains 44667 members 
Mstep: Class 7 contains 43350 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24155 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22479 members 
Mstep: Class 13 contains 39553 members 
Mstep: Class 14 contains 21457 members 
Mstep: Class 15 contains 23402 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33562 members 
Mstep: Class 21 contains 28336 members 
Mstep: Class 22 contains 21686 members 
Mstep: Class 23 contains 29102 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87139456.000000 Penalty: 80982.328125
Iteration 72Q: 26 clusters Score -8.713946e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 41818 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 41393 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 44738 members 
Mstep: Class 7 contains 43294 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 24033 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22526 members 
Mstep: Class 13 contains 39390 members 
Mstep: Class 14 contains 21490 members 
Mstep: Class 15 contains 23376 members 
Mstep: Class 16 contains 5073 members 
Mstep: Class 17 contains 29030 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33514 members 
Mstep: Class 21 contains 28378 members 
Mstep: Class 22 contains 21697 members 
Mstep: Class 23 contains 29130 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87139208.000000 Penalty: 80982.328125
Iteration 73Q: 26 clusters Score -8.713921e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41851 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 41365 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 44781 members 
Mstep: Class 7 contains 43206 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23944 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22538 members 
Mstep: Class 13 contains 39354 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 23384 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 29106 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33474 members 
Mstep: Class 21 contains 28394 members 
Mstep: Class 22 contains 21740 members 
Mstep: Class 23 contains 29152 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87138976.000000 Penalty: 80982.328125
Iteration 74Q: 26 clusters Score -8.713898e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41828 members 
Mstep: Class 3 contains 8014 members 
Mstep: Class 4 contains 41353 members 
Mstep: Class 5 contains 5747 members 
Mstep: Class 6 contains 44811 members 
Mstep: Class 7 contains 43158 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23870 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22560 members 
Mstep: Class 13 contains 39290 members 
Mstep: Class 14 contains 21538 members 
Mstep: Class 15 contains 23407 members 
Mstep: Class 16 contains 5078 members 
Mstep: Class 17 contains 29184 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33433 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 21796 members 
Mstep: Class 23 contains 29178 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87139096.000000 Penalty: 80982.328125
Iteration 75Q: 26 clusters Score -8.71391e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41828 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 41337 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 44889 members 
Mstep: Class 7 contains 43126 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23827 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22558 members 
Mstep: Class 13 contains 39250 members 
Mstep: Class 14 contains 21558 members 
Mstep: Class 15 contains 23425 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 29225 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33422 members 
Mstep: Class 21 contains 28379 members 
Mstep: Class 22 contains 21798 members 
Mstep: Class 23 contains 29171 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87138920.000000 Penalty: 80982.328125
Iteration 76Q: 26 clusters Score -8.713892e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41868 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 41331 members 
Mstep: Class 5 contains 5753 members 
Mstep: Class 6 contains 44904 members 
Mstep: Class 7 contains 43090 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23755 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22529 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21599 members 
Mstep: Class 15 contains 23447 members 
Mstep: Class 16 contains 5094 members 
Mstep: Class 17 contains 29266 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33413 members 
Mstep: Class 21 contains 28343 members 
Mstep: Class 22 contains 21810 members 
Mstep: Class 23 contains 29202 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87138864.000000 Penalty: 80982.328125
Iteration 77Q: 26 clusters Score -8.713886e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41890 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 41305 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 44957 members 
Mstep: Class 7 contains 43065 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23672 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22516 members 
Mstep: Class 13 contains 39234 members 
Mstep: Class 14 contains 21643 members 
Mstep: Class 15 contains 23446 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 29302 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33394 members 
Mstep: Class 21 contains 28297 members 
Mstep: Class 22 contains 21828 members 
Mstep: Class 23 contains 29230 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87138688.000000 Penalty: 80982.328125
Iteration 78Q: 26 clusters Score -8.713869e+07 nChanged 2171
Entering ConstructFrom: 
Score: -87138688.000000 Penalty: 80982.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Entering Unmasked Estep 
Score: -516376.593750 Penalty: 1983.837036
	Iteration 0F: 2 clusters Score -516376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -513218.812500 Penalty: 3967.674072
	Iteration 0F: 3 clusters Score -513218.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -514546.500000 Penalty: 3967.674072
	Iteration 1F: 3 clusters Score -514546.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -515362.125000 Penalty: 3967.674072
	Iteration 2F: 3 clusters Score -515362.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -515853.625000 Penalty: 3967.674072
	Iteration 3F: 3 clusters Score -515853.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -516098.187500 Penalty: 3967.674072
	Iteration 4F: 3 clusters Score -516098.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -516294.750000 Penalty: 3967.674072
	Iteration 5Q: 3 clusters Score -516294.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -516440.812500 Penalty: 3967.674072
	Iteration 6Q: 3 clusters Score -516440.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -516525.500000 Penalty: 3967.674072
	Iteration 7Q: 3 clusters Score -516525.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -516585.875000 Penalty: 3967.674072
	Iteration 8Q: 3 clusters Score -516585.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -516623.343750 Penalty: 3967.674072
	Iteration 9Q: 3 clusters Score -516623.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -516647.562500 Penalty: 3967.674072
	Iteration 10Q: 3 clusters Score -516647.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -516658.250000 Penalty: 3967.674072
	Iteration 11Q: 3 clusters Score -516658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -516668.531250 Penalty: 3967.674072
	Iteration 12Q: 3 clusters Score -516668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -516678.500000 Penalty: 3967.674072
	Iteration 13Q: 3 clusters Score -516678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -516691.062500 Penalty: 3967.674072
	Iteration 14Q: 3 clusters Score -516691.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -516698.937500 Penalty: 3967.674072
	Iteration 15Q: 3 clusters Score -516698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -516709.843750 Penalty: 3967.674072
	Iteration 16Q: 3 clusters Score -516709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -516721.656250 Penalty: 3967.674072
	Iteration 17Q: 3 clusters Score -516721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -516730.281250 Penalty: 3967.674072
	Iteration 18Q: 3 clusters Score -516730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -516734.468750 Penalty: 3967.674072
	Iteration 19Q: 3 clusters Score -516734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -516741.156250 Penalty: 3967.674072
	Iteration 20F: 3 clusters Score -516741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -516749.437500 Penalty: 3967.674072
	Iteration 21Q: 3 clusters Score -516749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -516752.562500 Penalty: 3967.674072
	Iteration 22Q: 3 clusters Score -516752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -516755.656250 Penalty: 3967.674072
	Iteration 23Q: 3 clusters Score -516755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -516757.875000 Penalty: 3967.674072
	Iteration 24Q: 3 clusters Score -516757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -516757.875000 Penalty: 3967.674072
	Iteration 25F: 3 clusters Score -516757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 44927 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 23424 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 29393 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 2084 members 
Entering Unmasked Estep 
Score: -87137744.000000 Penalty: 84221.617188
Splitting cluster 1 changes total score from -87138688.000000 to -87137744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (41892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Entering Unmasked Estep 
Score: -7845021.500000 Penalty: 2639.426758
	Iteration 0F: 2 clusters Score -7845022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7824093.500000 Penalty: 5278.853516
	Iteration 0F: 3 clusters Score -7824094 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7834756.000000 Penalty: 5278.853516
	Iteration 1F: 3 clusters Score -7834756 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -7835236.500000 Penalty: 5278.853516
	Iteration 2F: 3 clusters Score -7835236 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -7835748.000000 Penalty: 5278.853516
	Iteration 3Q: 3 clusters Score -7835748 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7836525.000000 Penalty: 5278.853516
	Iteration 4F: 3 clusters Score -7836525 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -7837849.500000 Penalty: 5278.853516
	Iteration 5F: 3 clusters Score -7837850 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -7839674.000000 Penalty: 5278.853516
	Iteration 6F: 3 clusters Score -7839674 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -7841781.000000 Penalty: 5278.853516
	Iteration 7F: 3 clusters Score -7841781 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7843061.000000 Penalty: 5278.853516
	Iteration 8F: 3 clusters Score -7843061 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -7843529.500000 Penalty: 5278.853516
	Iteration 9Q: 3 clusters Score -7843530 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7843608.500000 Penalty: 5278.853516
	Iteration 10Q: 3 clusters Score -7843608 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -7843627.500000 Penalty: 5278.853516
	Iteration 11Q: 3 clusters Score -7843628 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -7843693.000000 Penalty: 5278.853516
	Iteration 12Q: 3 clusters Score -7843693 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -7843703.000000 Penalty: 5278.853516
	Iteration 13Q: 3 clusters Score -7843703 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -7843777.500000 Penalty: 5278.853516
	Iteration 14Q: 3 clusters Score -7843778 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7843790.500000 Penalty: 5278.853516
	Iteration 15Q: 3 clusters Score -7843790 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -7843852.500000 Penalty: 5278.853516
	Iteration 16Q: 3 clusters Score -7843852 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -7843885.500000 Penalty: 5278.853516
	Iteration 17Q: 3 clusters Score -7843886 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -7843930.500000 Penalty: 5278.853516
	Iteration 18Q: 3 clusters Score -7843930 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -7843904.500000 Penalty: 5278.853516
	Iteration 19Q: 3 clusters Score -7843904 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -7843906.500000 Penalty: 5278.853516
	Iteration 20F: 3 clusters Score -7843906 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -7843993.500000 Penalty: 5278.853516
	Iteration 21Q: 3 clusters Score -7843994 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -7844008.500000 Penalty: 5278.853516
	Iteration 22Q: 3 clusters Score -7844008 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -7844029.500000 Penalty: 5278.853516
	Iteration 23Q: 3 clusters Score -7844030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7844094.500000 Penalty: 5278.853516
	Iteration 24Q: 3 clusters Score -7844094 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -7844149.500000 Penalty: 5278.853516
	Iteration 25Q: 3 clusters Score -7844150 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -7844175.500000 Penalty: 5278.853516
	Iteration 26Q: 3 clusters Score -7844176 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7844197.500000 Penalty: 5278.853516
	Iteration 27Q: 3 clusters Score -7844198 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7844257.000000 Penalty: 5278.853516
	Iteration 28Q: 3 clusters Score -7844257 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -7844245.000000 Penalty: 5278.853516
	Iteration 29Q: 3 clusters Score -7844245 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -7844253.000000 Penalty: 5278.853516
	Iteration 30Q: 3 clusters Score -7844253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -7844268.000000 Penalty: 5278.853516
	Iteration 31Q: 3 clusters Score -7844268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -7844286.500000 Penalty: 5278.853516
	Iteration 32Q: 3 clusters Score -7844286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7844297.000000 Penalty: 5278.853516
	Iteration 33Q: 3 clusters Score -7844297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7844300.500000 Penalty: 5278.853516
	Iteration 34Q: 3 clusters Score -7844300 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -7844307.000000 Penalty: 5278.853516
	Iteration 35Q: 3 clusters Score -7844307 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -7844316.000000 Penalty: 5278.853516
	Iteration 36Q: 3 clusters Score -7844316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -7844333.000000 Penalty: 5278.853516
	Iteration 37Q: 3 clusters Score -7844333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -7844338.500000 Penalty: 5278.853516
	Iteration 38Q: 3 clusters Score -7844338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7844351.500000 Penalty: 5278.853516
	Iteration 39Q: 3 clusters Score -7844352 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -7844357.000000 Penalty: 5278.853516
	Iteration 40F: 3 clusters Score -7844357 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -7844377.000000 Penalty: 5278.853516
	Iteration 41Q: 3 clusters Score -7844377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -7844390.000000 Penalty: 5278.853516
	Iteration 42Q: 3 clusters Score -7844390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -7844379.500000 Penalty: 5278.853516
	Iteration 43Q: 3 clusters Score -7844380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -7844385.000000 Penalty: 5278.853516
	Iteration 44Q: 3 clusters Score -7844385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -7844402.000000 Penalty: 5278.853516
	Iteration 45Q: 3 clusters Score -7844402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -7844437.000000 Penalty: 5278.853516
	Iteration 46Q: 3 clusters Score -7844437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -7844425.500000 Penalty: 5278.853516
	Iteration 47Q: 3 clusters Score -7844426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -7844428.000000 Penalty: 5278.853516
	Iteration 48Q: 3 clusters Score -7844428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7844439.500000 Penalty: 5278.853516
	Iteration 49Q: 3 clusters Score -7844440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -7844428.000000 Penalty: 5278.853516
	Iteration 50Q: 3 clusters Score -7844428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -7844455.000000 Penalty: 5278.853516
	Iteration 51Q: 3 clusters Score -7844455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7844470.500000 Penalty: 5278.853516
	Iteration 52Q: 3 clusters Score -7844470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -7844466.500000 Penalty: 5278.853516
	Iteration 53Q: 3 clusters Score -7844466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7844463.500000 Penalty: 5278.853516
	Iteration 54Q: 3 clusters Score -7844464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7844456.000000 Penalty: 5278.853516
	Iteration 55Q: 3 clusters Score -7844456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7844470.500000 Penalty: 5278.853516
	Iteration 56Q: 3 clusters Score -7844470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -7844467.500000 Penalty: 5278.853516
	Iteration 57Q: 3 clusters Score -7844468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -7844475.000000 Penalty: 5278.853516
	Iteration 58Q: 3 clusters Score -7844475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -7844481.000000 Penalty: 5278.853516
	Iteration 59Q: 3 clusters Score -7844481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -7844485.500000 Penalty: 5278.853516
	Iteration 60F: 3 clusters Score -7844486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7844477.500000 Penalty: 5278.853516
	Iteration 61Q: 3 clusters Score -7844478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7844475.000000 Penalty: 5278.853516
	Iteration 62Q: 3 clusters Score -7844475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7844473.000000 Penalty: 5278.853516
	Iteration 63Q: 3 clusters Score -7844473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7844491.500000 Penalty: 5278.853516
	Iteration 64Q: 3 clusters Score -7844492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -7844481.000000 Penalty: 5278.853516
	Iteration 65Q: 3 clusters Score -7844481 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -7844503.000000 Penalty: 5278.853516
	Iteration 66Q: 3 clusters Score -7844503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -7844508.000000 Penalty: 5278.853516
	Iteration 67Q: 3 clusters Score -7844508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -7844501.500000 Penalty: 5278.853516
	Iteration 68Q: 3 clusters Score -7844502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7844500.500000 Penalty: 5278.853516
	Iteration 69Q: 3 clusters Score -7844500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -7844500.500000 Penalty: 5278.853516
	Iteration 70Q: 3 clusters Score -7844500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7844501.500000 Penalty: 5278.853516
	Iteration 71Q: 3 clusters Score -7844502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7844503.500000 Penalty: 5278.853516
	Iteration 72Q: 3 clusters Score -7844504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -7844491.500000 Penalty: 5278.853516
	Iteration 73Q: 3 clusters Score -7844492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7844505.000000 Penalty: 5278.853516
	Iteration 74Q: 3 clusters Score -7844505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7844492.500000 Penalty: 5278.853516
	Iteration 75Q: 3 clusters Score -7844492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -7844507.500000 Penalty: 5278.853516
	Iteration 76Q: 3 clusters Score -7844508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -7844509.000000 Penalty: 5278.853516
	Iteration 77Q: 3 clusters Score -7844509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7844501.000000 Penalty: 5278.853516
	Iteration 78Q: 3 clusters Score -7844501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7844519.500000 Penalty: 5278.853516
	Iteration 79Q: 3 clusters Score -7844520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -7844524.000000 Penalty: 5278.853516
	Iteration 80F: 3 clusters Score -7844524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7844518.000000 Penalty: 5278.853516
	Iteration 81Q: 3 clusters Score -7844518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -7844528.000000 Penalty: 5278.853516
	Iteration 82Q: 3 clusters Score -7844528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -7844535.500000 Penalty: 5278.853516
	Iteration 83Q: 3 clusters Score -7844536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7844545.500000 Penalty: 5278.853516
	Iteration 84Q: 3 clusters Score -7844546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7844528.500000 Penalty: 5278.853516
	Iteration 85Q: 3 clusters Score -7844528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -7844536.000000 Penalty: 5278.853516
	Iteration 86Q: 3 clusters Score -7844536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -7844534.000000 Penalty: 5278.853516
	Iteration 87Q: 3 clusters Score -7844534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7844527.500000 Penalty: 5278.853516
	Iteration 88Q: 3 clusters Score -7844528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7844527.500000 Penalty: 5278.853516
	Iteration 89Q: 3 clusters Score -7844528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7844533.500000 Penalty: 5278.853516
	Iteration 90Q: 3 clusters Score -7844534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -7844534.000000 Penalty: 5278.853516
	Iteration 91Q: 3 clusters Score -7844534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7844513.000000 Penalty: 5278.853516
	Iteration 92Q: 3 clusters Score -7844513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -7844519.000000 Penalty: 5278.853516
	Iteration 93Q: 3 clusters Score -7844519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -7844528.000000 Penalty: 5278.853516
	Iteration 94Q: 3 clusters Score -7844528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -7844537.500000 Penalty: 5278.853516
	Iteration 95Q: 3 clusters Score -7844538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -7844531.000000 Penalty: 5278.853516
	Iteration 96Q: 3 clusters Score -7844531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7844550.500000 Penalty: 5278.853516
	Iteration 97Q: 3 clusters Score -7844550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7844550.500000 Penalty: 5278.853516
	Iteration 98Q: 3 clusters Score -7844550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7844569.500000 Penalty: 5278.853516
	Iteration 99Q: 3 clusters Score -7844570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7844563.500000 Penalty: 5278.853516
	Iteration 100F: 3 clusters Score -7844564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7844560.000000 Penalty: 5278.853516
	Iteration 101Q: 3 clusters Score -7844560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7844551.000000 Penalty: 5278.853516
	Iteration 102Q: 3 clusters Score -7844551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7844558.500000 Penalty: 5278.853516
	Iteration 103Q: 3 clusters Score -7844558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -7844586.500000 Penalty: 5278.853516
	Iteration 104Q: 3 clusters Score -7844586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7844583.500000 Penalty: 5278.853516
	Iteration 105Q: 3 clusters Score -7844584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -7844587.000000 Penalty: 5278.853516
	Iteration 106Q: 3 clusters Score -7844587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7844596.000000 Penalty: 5278.853516
	Iteration 107Q: 3 clusters Score -7844596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7844574.000000 Penalty: 5278.853516
	Iteration 108Q: 3 clusters Score -7844574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -7844582.000000 Penalty: 5278.853516
	Iteration 109Q: 3 clusters Score -7844582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -7844592.500000 Penalty: 5278.853516
	Iteration 110Q: 3 clusters Score -7844592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -7844598.000000 Penalty: 5278.853516
	Iteration 111Q: 3 clusters Score -7844598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7844600.000000 Penalty: 5278.853516
	Iteration 112Q: 3 clusters Score -7844600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -7844618.500000 Penalty: 5278.853516
	Iteration 113Q: 3 clusters Score -7844618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7844622.000000 Penalty: 5278.853516
	Iteration 114Q: 3 clusters Score -7844622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -7844629.500000 Penalty: 5278.853516
	Iteration 115Q: 3 clusters Score -7844630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7844632.000000 Penalty: 5278.853516
	Iteration 116Q: 3 clusters Score -7844632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7844638.000000 Penalty: 5278.853516
	Iteration 117Q: 3 clusters Score -7844638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7844645.500000 Penalty: 5278.853516
	Iteration 118Q: 3 clusters Score -7844646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7844646.500000 Penalty: 5278.853516
	Iteration 119Q: 3 clusters Score -7844646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7844641.000000 Penalty: 5278.853516
	Iteration 120F: 3 clusters Score -7844641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7844642.500000 Penalty: 5278.853516
	Iteration 121Q: 3 clusters Score -7844642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7844646.500000 Penalty: 5278.853516
	Iteration 122Q: 3 clusters Score -7844646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -7844653.000000 Penalty: 5278.853516
	Iteration 123Q: 3 clusters Score -7844653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7844655.000000 Penalty: 5278.853516
	Iteration 124Q: 3 clusters Score -7844655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7844631.000000 Penalty: 5278.853516
	Iteration 125Q: 3 clusters Score -7844631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7844642.500000 Penalty: 5278.853516
	Iteration 126Q: 3 clusters Score -7844642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -7844651.500000 Penalty: 5278.853516
	Iteration 127Q: 3 clusters Score -7844652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7844660.500000 Penalty: 5278.853516
	Iteration 128Q: 3 clusters Score -7844660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7844664.000000 Penalty: 5278.853516
	Iteration 129Q: 3 clusters Score -7844664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -7844652.500000 Penalty: 5278.853516
	Iteration 130Q: 3 clusters Score -7844652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -7844665.500000 Penalty: 5278.853516
	Iteration 131Q: 3 clusters Score -7844666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -7844658.500000 Penalty: 5278.853516
	Iteration 132Q: 3 clusters Score -7844658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7844660.500000 Penalty: 5278.853516
	Iteration 133Q: 3 clusters Score -7844660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -7844701.000000 Penalty: 5278.853516
	Iteration 134Q: 3 clusters Score -7844701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -7844720.000000 Penalty: 5278.853516
	Iteration 135Q: 3 clusters Score -7844720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7844735.500000 Penalty: 5278.853516
	Iteration 136Q: 3 clusters Score -7844736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -7844730.000000 Penalty: 5278.853516
	Iteration 137Q: 3 clusters Score -7844730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7844751.500000 Penalty: 5278.853516
	Iteration 138Q: 3 clusters Score -7844752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7844730.000000 Penalty: 5278.853516
	Iteration 139Q: 3 clusters Score -7844730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7844749.000000 Penalty: 5278.853516
	Iteration 140F: 3 clusters Score -7844749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -7844760.500000 Penalty: 5278.853516
	Iteration 141Q: 3 clusters Score -7844760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7844769.000000 Penalty: 5278.853516
	Iteration 142Q: 3 clusters Score -7844769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -7844763.000000 Penalty: 5278.853516
	Iteration 143Q: 3 clusters Score -7844763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -7844759.000000 Penalty: 5278.853516
	Iteration 144Q: 3 clusters Score -7844759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7844749.000000 Penalty: 5278.853516
	Iteration 145Q: 3 clusters Score -7844749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7844794.000000 Penalty: 5278.853516
	Iteration 146Q: 3 clusters Score -7844794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7844791.000000 Penalty: 5278.853516
	Iteration 147Q: 3 clusters Score -7844791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7844790.500000 Penalty: 5278.853516
	Iteration 148Q: 3 clusters Score -7844790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7844810.500000 Penalty: 5278.853516
	Iteration 149Q: 3 clusters Score -7844810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -7844809.000000 Penalty: 5278.853516
	Iteration 150Q: 3 clusters Score -7844809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7844808.000000 Penalty: 5278.853516
	Iteration 151Q: 3 clusters Score -7844808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7844821.000000 Penalty: 5278.853516
	Iteration 152Q: 3 clusters Score -7844821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7844803.500000 Penalty: 5278.853516
	Iteration 153Q: 3 clusters Score -7844804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -7844806.500000 Penalty: 5278.853516
	Iteration 154Q: 3 clusters Score -7844806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -7844821.500000 Penalty: 5278.853516
	Iteration 155Q: 3 clusters Score -7844822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7844832.500000 Penalty: 5278.853516
	Iteration 156Q: 3 clusters Score -7844832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7844817.500000 Penalty: 5278.853516
	Iteration 157Q: 3 clusters Score -7844818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -7844818.000000 Penalty: 5278.853516
	Iteration 158Q: 3 clusters Score -7844818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -7844827.000000 Penalty: 5278.853516
	Iteration 159Q: 3 clusters Score -7844827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -7844831.500000 Penalty: 5278.853516
	Iteration 160F: 3 clusters Score -7844832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7844840.000000 Penalty: 5278.853516
	Iteration 161Q: 3 clusters Score -7844840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -7844840.000000 Penalty: 5278.853516
	Iteration 162Q: 3 clusters Score -7844840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7844837.000000 Penalty: 5278.853516
	Iteration 163Q: 3 clusters Score -7844837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -7844853.000000 Penalty: 5278.853516
	Iteration 164Q: 3 clusters Score -7844853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7844849.500000 Penalty: 5278.853516
	Iteration 165Q: 3 clusters Score -7844850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -7844856.000000 Penalty: 5278.853516
	Iteration 166Q: 3 clusters Score -7844856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -7844844.000000 Penalty: 5278.853516
	Iteration 167Q: 3 clusters Score -7844844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -7844848.500000 Penalty: 5278.853516
	Iteration 168Q: 3 clusters Score -7844848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7844850.000000 Penalty: 5278.853516
	Iteration 169Q: 3 clusters Score -7844850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -7844851.500000 Penalty: 5278.853516
	Iteration 170Q: 3 clusters Score -7844852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -7844861.000000 Penalty: 5278.853516
	Iteration 171Q: 3 clusters Score -7844861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7844881.000000 Penalty: 5278.853516
	Iteration 172Q: 3 clusters Score -7844881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7844885.000000 Penalty: 5278.853516
	Iteration 173Q: 3 clusters Score -7844885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -7844885.000000 Penalty: 5278.853516
	Iteration 174Q: 3 clusters Score -7844885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7844872.500000 Penalty: 5278.853516
	Iteration 175Q: 3 clusters Score -7844872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -7844878.000000 Penalty: 5278.853516
	Iteration 176Q: 3 clusters Score -7844878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7844879.000000 Penalty: 5278.853516
	Iteration 177Q: 3 clusters Score -7844879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7844883.500000 Penalty: 5278.853516
	Iteration 178Q: 3 clusters Score -7844884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7844877.000000 Penalty: 5278.853516
	Iteration 179Q: 3 clusters Score -7844877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7844873.500000 Penalty: 5278.853516
	Iteration 180F: 3 clusters Score -7844874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -7844862.500000 Penalty: 5278.853516
	Iteration 181Q: 3 clusters Score -7844862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -7844857.500000 Penalty: 5278.853516
	Iteration 182Q: 3 clusters Score -7844858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -7844873.000000 Penalty: 5278.853516
	Iteration 183Q: 3 clusters Score -7844873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -7844882.000000 Penalty: 5278.853516
	Iteration 184Q: 3 clusters Score -7844882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7844882.000000 Penalty: 5278.853516
	Iteration 185Q: 3 clusters Score -7844882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -7844868.500000 Penalty: 5278.853516
	Iteration 186Q: 3 clusters Score -7844868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7844856.500000 Penalty: 5278.853516
	Iteration 187Q: 3 clusters Score -7844856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7844879.000000 Penalty: 5278.853516
	Iteration 188Q: 3 clusters Score -7844879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7844877.000000 Penalty: 5278.853516
	Iteration 189Q: 3 clusters Score -7844877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7844868.000000 Penalty: 5278.853516
	Iteration 190Q: 3 clusters Score -7844868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -7844886.000000 Penalty: 5278.853516
	Iteration 191Q: 3 clusters Score -7844886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7844864.000000 Penalty: 5278.853516
	Iteration 192Q: 3 clusters Score -7844864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -7844872.000000 Penalty: 5278.853516
	Iteration 193Q: 3 clusters Score -7844872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7844862.000000 Penalty: 5278.853516
	Iteration 194Q: 3 clusters Score -7844862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7844874.500000 Penalty: 5278.853516
	Iteration 195Q: 3 clusters Score -7844874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -7844875.500000 Penalty: 5278.853516
	Iteration 196Q: 3 clusters Score -7844876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7844880.500000 Penalty: 5278.853516
	Iteration 197Q: 3 clusters Score -7844880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7844886.500000 Penalty: 5278.853516
	Iteration 198Q: 3 clusters Score -7844886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -7844888.000000 Penalty: 5278.853516
	Iteration 199Q: 3 clusters Score -7844888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -7844897.000000 Penalty: 5278.853516
	Iteration 200F: 3 clusters Score -7844897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -7844885.500000 Penalty: 5278.853516
	Iteration 201Q: 3 clusters Score -7844886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7844877.000000 Penalty: 5278.853516
	Iteration 202Q: 3 clusters Score -7844877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -7844886.000000 Penalty: 5278.853516
	Iteration 203Q: 3 clusters Score -7844886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7844896.500000 Penalty: 5278.853516
	Iteration 204Q: 3 clusters Score -7844896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7844914.000000 Penalty: 5278.853516
	Iteration 205Q: 3 clusters Score -7844914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -7844920.000000 Penalty: 5278.853516
	Iteration 206Q: 3 clusters Score -7844920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -7844923.000000 Penalty: 5278.853516
	Iteration 207Q: 3 clusters Score -7844923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -7844928.000000 Penalty: 5278.853516
	Iteration 208Q: 3 clusters Score -7844928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7844930.500000 Penalty: 5278.853516
	Iteration 209Q: 3 clusters Score -7844930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -7844937.500000 Penalty: 5278.853516
	Iteration 210Q: 3 clusters Score -7844938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7844927.500000 Penalty: 5278.853516
	Iteration 211Q: 3 clusters Score -7844928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -7844941.500000 Penalty: 5278.853516
	Iteration 212Q: 3 clusters Score -7844942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -7844941.000000 Penalty: 5278.853516
	Iteration 213Q: 3 clusters Score -7844941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -7844948.500000 Penalty: 5278.853516
	Iteration 214Q: 3 clusters Score -7844948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -7844947.000000 Penalty: 5278.853516
	Iteration 215Q: 3 clusters Score -7844947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7844952.000000 Penalty: 5278.853516
	Iteration 216Q: 3 clusters Score -7844952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7844955.500000 Penalty: 5278.853516
	Iteration 217Q: 3 clusters Score -7844956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -7844963.000000 Penalty: 5278.853516
	Iteration 218Q: 3 clusters Score -7844963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7844955.500000 Penalty: 5278.853516
	Iteration 219Q: 3 clusters Score -7844956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7844961.500000 Penalty: 5278.853516
	Iteration 220F: 3 clusters Score -7844962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -7844989.000000 Penalty: 5278.853516
	Iteration 221Q: 3 clusters Score -7844989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -7844992.000000 Penalty: 5278.853516
	Iteration 222Q: 3 clusters Score -7844992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -7844995.000000 Penalty: 5278.853516
	Iteration 223Q: 3 clusters Score -7844995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -7845012.500000 Penalty: 5278.853516
	Iteration 224Q: 3 clusters Score -7845012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -7845021.500000 Penalty: 5278.853516
	Iteration 225Q: 3 clusters Score -7845022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7845029.000000 Penalty: 5278.853516
	Iteration 226Q: 3 clusters Score -7845029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -7845022.500000 Penalty: 5278.853516
	Iteration 227Q: 3 clusters Score -7845022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7845020.500000 Penalty: 5278.853516
	Iteration 228Q: 3 clusters Score -7845020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -7845015.000000 Penalty: 5278.853516
	Iteration 229Q: 3 clusters Score -7845015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -7845004.000000 Penalty: 5278.853516
	Iteration 230Q: 3 clusters Score -7845004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -7845002.000000 Penalty: 5278.853516
	Iteration 231Q: 3 clusters Score -7845002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7844998.000000 Penalty: 5278.853516
	Iteration 232Q: 3 clusters Score -7844998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7845005.500000 Penalty: 5278.853516
	Iteration 233Q: 3 clusters Score -7845006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -7845003.500000 Penalty: 5278.853516
	Iteration 234Q: 3 clusters Score -7845004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -7844999.500000 Penalty: 5278.853516
	Iteration 235Q: 3 clusters Score -7845000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -7844995.000000 Penalty: 5278.853516
	Iteration 236Q: 3 clusters Score -7844995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -7844999.000000 Penalty: 5278.853516
	Iteration 237Q: 3 clusters Score -7844999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -7844998.500000 Penalty: 5278.853516
	Iteration 238Q: 3 clusters Score -7844998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -7845002.000000 Penalty: 5278.853516
	Iteration 239Q: 3 clusters Score -7845002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7844994.000000 Penalty: 5278.853516
	Iteration 240F: 3 clusters Score -7844994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -7844997.500000 Penalty: 5278.853516
	Iteration 241Q: 3 clusters Score -7844998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -7845001.500000 Penalty: 5278.853516
	Iteration 242Q: 3 clusters Score -7845002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -7844997.000000 Penalty: 5278.853516
	Iteration 243Q: 3 clusters Score -7844997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7845003.500000 Penalty: 5278.853516
	Iteration 244Q: 3 clusters Score -7845004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -7845002.000000 Penalty: 5278.853516
	Iteration 245Q: 3 clusters Score -7845002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -7845002.000000 Penalty: 5278.853516
	Iteration 246F: 3 clusters Score -7845002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -1455613.125000 Penalty: 2229.783936
	Iteration 0F: 2 clusters Score -1455613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1449153.750000 Penalty: 4459.567871
	Iteration 0F: 3 clusters Score -1449154 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1451100.250000 Penalty: 4459.567871
	Iteration 1F: 3 clusters Score -1451100 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1451557.500000 Penalty: 4459.567871
	Iteration 2F: 3 clusters Score -1451558 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1452020.125000 Penalty: 4459.567871
	Iteration 3F: 3 clusters Score -1452020 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1452514.250000 Penalty: 4459.567871
	Iteration 4F: 3 clusters Score -1452514 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1452974.125000 Penalty: 4459.567871
	Iteration 5F: 3 clusters Score -1452974 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1453398.375000 Penalty: 4459.567871
	Iteration 6F: 3 clusters Score -1453398 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1453834.250000 Penalty: 4459.567871
	Iteration 7F: 3 clusters Score -1453834 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1454243.875000 Penalty: 4459.567871
	Iteration 8F: 3 clusters Score -1454244 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1454564.125000 Penalty: 4459.567871
	Iteration 9Q: 3 clusters Score -1454564 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1454751.500000 Penalty: 4459.567871
	Iteration 10Q: 3 clusters Score -1454752 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1454877.375000 Penalty: 4459.567871
	Iteration 11Q: 3 clusters Score -1454877 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1454956.125000 Penalty: 4459.567871
	Iteration 12Q: 3 clusters Score -1454956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1455003.000000 Penalty: 4459.567871
	Iteration 13Q: 3 clusters Score -1455003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1455030.375000 Penalty: 4459.567871
	Iteration 14Q: 3 clusters Score -1455030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1455049.250000 Penalty: 4459.567871
	Iteration 15Q: 3 clusters Score -1455049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1455061.000000 Penalty: 4459.567871
	Iteration 16Q: 3 clusters Score -1455061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1455072.500000 Penalty: 4459.567871
	Iteration 17Q: 3 clusters Score -1455072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1455081.875000 Penalty: 4459.567871
	Iteration 18Q: 3 clusters Score -1455082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1455084.875000 Penalty: 4459.567871
	Iteration 19Q: 3 clusters Score -1455085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1455089.750000 Penalty: 4459.567871
	Iteration 20F: 3 clusters Score -1455090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1455094.125000 Penalty: 4459.567871
	Iteration 21Q: 3 clusters Score -1455094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1455095.375000 Penalty: 4459.567871
	Iteration 22Q: 3 clusters Score -1455095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1455095.500000 Penalty: 4459.567871
	Iteration 23Q: 3 clusters Score -1455096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1455094.125000 Penalty: 4459.567871
	Iteration 24Q: 3 clusters Score -1455094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1455096.625000 Penalty: 4459.567871
	Iteration 25Q: 3 clusters Score -1455097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1455097.000000 Penalty: 4459.567871
	Iteration 26Q: 3 clusters Score -1455097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1455096.500000 Penalty: 4459.567871
	Iteration 27Q: 3 clusters Score -1455096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1455100.250000 Penalty: 4459.567871
	Iteration 28Q: 3 clusters Score -1455100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1455104.625000 Penalty: 4459.567871
	Iteration 29Q: 3 clusters Score -1455105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1455103.375000 Penalty: 4459.567871
	Iteration 30Q: 3 clusters Score -1455103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1455102.625000 Penalty: 4459.567871
	Iteration 31Q: 3 clusters Score -1455103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1455101.875000 Penalty: 4459.567871
	Iteration 32Q: 3 clusters Score -1455102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1455101.875000 Penalty: 4459.567871
	Iteration 33F: 3 clusters Score -1455102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Entering Unmasked Estep 
Score: -7701935.000000 Penalty: 2635.903320
	Iteration 0F: 2 clusters Score -7701935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -7678685.500000 Penalty: 5271.806641
	Iteration 0F: 3 clusters Score -7678686 nChanged 18821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -7689219.000000 Penalty: 5271.806641
	Iteration 1F: 3 clusters Score -7689219 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -7690059.500000 Penalty: 5271.806641
	Iteration 2F: 3 clusters Score -7690060 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -7690900.500000 Penalty: 5271.806641
	Iteration 3F: 3 clusters Score -7690900 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -7691744.000000 Penalty: 5271.806641
	Iteration 4F: 3 clusters Score -7691744 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7692808.000000 Penalty: 5271.806641
	Iteration 5F: 3 clusters Score -7692808 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -7694025.500000 Penalty: 5271.806641
	Iteration 6F: 3 clusters Score -7694026 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -7695462.000000 Penalty: 5271.806641
	Iteration 7F: 3 clusters Score -7695462 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -7696842.500000 Penalty: 5271.806641
	Iteration 8F: 3 clusters Score -7696842 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7697958.000000 Penalty: 5271.806641
	Iteration 9F: 3 clusters Score -7697958 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7698427.500000 Penalty: 5271.806641
	Iteration 10Q: 3 clusters Score -7698428 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7698606.000000 Penalty: 5271.806641
	Iteration 11Q: 3 clusters Score -7698606 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7698665.000000 Penalty: 5271.806641
	Iteration 12Q: 3 clusters Score -7698665 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -7698621.500000 Penalty: 5271.806641
	Iteration 13Q: 3 clusters Score -7698622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7698669.000000 Penalty: 5271.806641
	Iteration 14Q: 3 clusters Score -7698669 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7698723.000000 Penalty: 5271.806641
	Iteration 15Q: 3 clusters Score -7698723 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7698711.500000 Penalty: 5271.806641
	Iteration 16Q: 3 clusters Score -7698712 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7698759.000000 Penalty: 5271.806641
	Iteration 17Q: 3 clusters Score -7698759 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7698775.500000 Penalty: 5271.806641
	Iteration 18Q: 3 clusters Score -7698776 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7698815.000000 Penalty: 5271.806641
	Iteration 19Q: 3 clusters Score -7698815 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7698844.000000 Penalty: 5271.806641
	Iteration 20F: 3 clusters Score -7698844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -7698858.000000 Penalty: 5271.806641
	Iteration 21Q: 3 clusters Score -7698858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -7698889.000000 Penalty: 5271.806641
	Iteration 22Q: 3 clusters Score -7698889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7698921.000000 Penalty: 5271.806641
	Iteration 23Q: 3 clusters Score -7698921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7698957.000000 Penalty: 5271.806641
	Iteration 24Q: 3 clusters Score -7698957 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7698963.000000 Penalty: 5271.806641
	Iteration 25Q: 3 clusters Score -7698963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -7698993.000000 Penalty: 5271.806641
	Iteration 26Q: 3 clusters Score -7698993 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -7699015.500000 Penalty: 5271.806641
	Iteration 27Q: 3 clusters Score -7699016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7699021.000000 Penalty: 5271.806641
	Iteration 28Q: 3 clusters Score -7699021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7699036.500000 Penalty: 5271.806641
	Iteration 29Q: 3 clusters Score -7699036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -7699052.500000 Penalty: 5271.806641
	Iteration 30Q: 3 clusters Score -7699052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -7699064.500000 Penalty: 5271.806641
	Iteration 31Q: 3 clusters Score -7699064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -7699091.500000 Penalty: 5271.806641
	Iteration 32Q: 3 clusters Score -7699092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -7699075.000000 Penalty: 5271.806641
	Iteration 33Q: 3 clusters Score -7699075 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -7699101.500000 Penalty: 5271.806641
	Iteration 34Q: 3 clusters Score -7699102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -7699105.000000 Penalty: 5271.806641
	Iteration 35Q: 3 clusters Score -7699105 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7699146.500000 Penalty: 5271.806641
	Iteration 36Q: 3 clusters Score -7699146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -7699174.500000 Penalty: 5271.806641
	Iteration 37Q: 3 clusters Score -7699174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -7699171.000000 Penalty: 5271.806641
	Iteration 38Q: 3 clusters Score -7699171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7699184.000000 Penalty: 5271.806641
	Iteration 39Q: 3 clusters Score -7699184 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -7699203.500000 Penalty: 5271.806641
	Iteration 40F: 3 clusters Score -7699204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7699207.500000 Penalty: 5271.806641
	Iteration 41Q: 3 clusters Score -7699208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -7699221.500000 Penalty: 5271.806641
	Iteration 42Q: 3 clusters Score -7699222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7699224.000000 Penalty: 5271.806641
	Iteration 43Q: 3 clusters Score -7699224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7699215.500000 Penalty: 5271.806641
	Iteration 44Q: 3 clusters Score -7699216 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7699273.500000 Penalty: 5271.806641
	Iteration 45Q: 3 clusters Score -7699274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7699306.000000 Penalty: 5271.806641
	Iteration 46Q: 3 clusters Score -7699306 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -7699314.000000 Penalty: 5271.806641
	Iteration 47Q: 3 clusters Score -7699314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7699363.000000 Penalty: 5271.806641
	Iteration 48Q: 3 clusters Score -7699363 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -7699419.500000 Penalty: 5271.806641
	Iteration 49Q: 3 clusters Score -7699420 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -7699464.500000 Penalty: 5271.806641
	Iteration 50Q: 3 clusters Score -7699464 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -7699490.000000 Penalty: 5271.806641
	Iteration 51Q: 3 clusters Score -7699490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7699514.000000 Penalty: 5271.806641
	Iteration 52Q: 3 clusters Score -7699514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -7699567.000000 Penalty: 5271.806641
	Iteration 53Q: 3 clusters Score -7699567 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7699584.000000 Penalty: 5271.806641
	Iteration 54Q: 3 clusters Score -7699584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7699619.000000 Penalty: 5271.806641
	Iteration 55Q: 3 clusters Score -7699619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7699661.500000 Penalty: 5271.806641
	Iteration 56Q: 3 clusters Score -7699662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7699684.500000 Penalty: 5271.806641
	Iteration 57Q: 3 clusters Score -7699684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -7699714.000000 Penalty: 5271.806641
	Iteration 58Q: 3 clusters Score -7699714 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -7699736.000000 Penalty: 5271.806641
	Iteration 59Q: 3 clusters Score -7699736 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -7699771.500000 Penalty: 5271.806641
	Iteration 60F: 3 clusters Score -7699772 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7699804.500000 Penalty: 5271.806641
	Iteration 61Q: 3 clusters Score -7699804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7699841.500000 Penalty: 5271.806641
	Iteration 62Q: 3 clusters Score -7699842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -7699851.000000 Penalty: 5271.806641
	Iteration 63Q: 3 clusters Score -7699851 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7699891.000000 Penalty: 5271.806641
	Iteration 64Q: 3 clusters Score -7699891 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7699952.500000 Penalty: 5271.806641
	Iteration 65Q: 3 clusters Score -7699952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7699966.500000 Penalty: 5271.806641
	Iteration 66Q: 3 clusters Score -7699966 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7700013.500000 Penalty: 5271.806641
	Iteration 67Q: 3 clusters Score -7700014 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7700045.000000 Penalty: 5271.806641
	Iteration 68Q: 3 clusters Score -7700045 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -7700093.500000 Penalty: 5271.806641
	Iteration 69Q: 3 clusters Score -7700094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7700097.500000 Penalty: 5271.806641
	Iteration 70Q: 3 clusters Score -7700098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7700107.000000 Penalty: 5271.806641
	Iteration 71Q: 3 clusters Score -7700107 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7700137.000000 Penalty: 5271.806641
	Iteration 72Q: 3 clusters Score -7700137 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7700176.500000 Penalty: 5271.806641
	Iteration 73Q: 3 clusters Score -7700176 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7700199.000000 Penalty: 5271.806641
	Iteration 74Q: 3 clusters Score -7700199 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7700207.000000 Penalty: 5271.806641
	Iteration 75Q: 3 clusters Score -7700207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7700217.000000 Penalty: 5271.806641
	Iteration 76Q: 3 clusters Score -7700217 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7700265.000000 Penalty: 5271.806641
	Iteration 77Q: 3 clusters Score -7700265 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -7700291.000000 Penalty: 5271.806641
	Iteration 78Q: 3 clusters Score -7700291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7700292.000000 Penalty: 5271.806641
	Iteration 79Q: 3 clusters Score -7700292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7700290.000000 Penalty: 5271.806641
	Iteration 80F: 3 clusters Score -7700290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7700327.500000 Penalty: 5271.806641
	Iteration 81Q: 3 clusters Score -7700328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -7700363.500000 Penalty: 5271.806641
	Iteration 82Q: 3 clusters Score -7700364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7700376.000000 Penalty: 5271.806641
	Iteration 83Q: 3 clusters Score -7700376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7700409.000000 Penalty: 5271.806641
	Iteration 84Q: 3 clusters Score -7700409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -7700419.000000 Penalty: 5271.806641
	Iteration 85Q: 3 clusters Score -7700419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7700404.500000 Penalty: 5271.806641
	Iteration 86Q: 3 clusters Score -7700404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7700408.000000 Penalty: 5271.806641
	Iteration 87Q: 3 clusters Score -7700408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7700402.500000 Penalty: 5271.806641
	Iteration 88Q: 3 clusters Score -7700402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -7700405.500000 Penalty: 5271.806641
	Iteration 89Q: 3 clusters Score -7700406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7700405.000000 Penalty: 5271.806641
	Iteration 90Q: 3 clusters Score -7700405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7700413.500000 Penalty: 5271.806641
	Iteration 91Q: 3 clusters Score -7700414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -7700425.000000 Penalty: 5271.806641
	Iteration 92Q: 3 clusters Score -7700425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -7700429.000000 Penalty: 5271.806641
	Iteration 93Q: 3 clusters Score -7700429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7700425.000000 Penalty: 5271.806641
	Iteration 94Q: 3 clusters Score -7700425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7700427.500000 Penalty: 5271.806641
	Iteration 95Q: 3 clusters Score -7700428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -7700442.500000 Penalty: 5271.806641
	Iteration 96Q: 3 clusters Score -7700442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -7700443.500000 Penalty: 5271.806641
	Iteration 97Q: 3 clusters Score -7700444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -7700439.500000 Penalty: 5271.806641
	Iteration 98Q: 3 clusters Score -7700440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7700447.000000 Penalty: 5271.806641
	Iteration 99Q: 3 clusters Score -7700447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7700452.000000 Penalty: 5271.806641
	Iteration 100F: 3 clusters Score -7700452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -7700461.500000 Penalty: 5271.806641
	Iteration 101Q: 3 clusters Score -7700462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -7700450.000000 Penalty: 5271.806641
	Iteration 102Q: 3 clusters Score -7700450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -7700449.500000 Penalty: 5271.806641
	Iteration 103Q: 3 clusters Score -7700450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7700459.500000 Penalty: 5271.806641
	Iteration 104Q: 3 clusters Score -7700460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7700454.500000 Penalty: 5271.806641
	Iteration 105Q: 3 clusters Score -7700454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -7700473.000000 Penalty: 5271.806641
	Iteration 106Q: 3 clusters Score -7700473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -7700481.000000 Penalty: 5271.806641
	Iteration 107Q: 3 clusters Score -7700481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7700485.500000 Penalty: 5271.806641
	Iteration 108Q: 3 clusters Score -7700486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7700464.000000 Penalty: 5271.806641
	Iteration 109Q: 3 clusters Score -7700464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -7700465.000000 Penalty: 5271.806641
	Iteration 110Q: 3 clusters Score -7700465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -7700481.000000 Penalty: 5271.806641
	Iteration 111Q: 3 clusters Score -7700481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7700479.000000 Penalty: 5271.806641
	Iteration 112Q: 3 clusters Score -7700479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7700471.000000 Penalty: 5271.806641
	Iteration 113Q: 3 clusters Score -7700471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -7700464.500000 Penalty: 5271.806641
	Iteration 114Q: 3 clusters Score -7700464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7700464.000000 Penalty: 5271.806641
	Iteration 115Q: 3 clusters Score -7700464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7700466.500000 Penalty: 5271.806641
	Iteration 116Q: 3 clusters Score -7700466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -7700460.500000 Penalty: 5271.806641
	Iteration 117Q: 3 clusters Score -7700460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7700456.500000 Penalty: 5271.806641
	Iteration 118Q: 3 clusters Score -7700456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -7700463.500000 Penalty: 5271.806641
	Iteration 119Q: 3 clusters Score -7700464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7700462.000000 Penalty: 5271.806641
	Iteration 120F: 3 clusters Score -7700462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -7700466.000000 Penalty: 5271.806641
	Iteration 121Q: 3 clusters Score -7700466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7700469.000000 Penalty: 5271.806641
	Iteration 122Q: 3 clusters Score -7700469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7700458.500000 Penalty: 5271.806641
	Iteration 123Q: 3 clusters Score -7700458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7700462.500000 Penalty: 5271.806641
	Iteration 124Q: 3 clusters Score -7700462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7700462.500000 Penalty: 5271.806641
	Iteration 125Q: 3 clusters Score -7700462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7700468.000000 Penalty: 5271.806641
	Iteration 126Q: 3 clusters Score -7700468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7700476.000000 Penalty: 5271.806641
	Iteration 127Q: 3 clusters Score -7700476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7700470.500000 Penalty: 5271.806641
	Iteration 128Q: 3 clusters Score -7700470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7700475.500000 Penalty: 5271.806641
	Iteration 129Q: 3 clusters Score -7700476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -7700477.500000 Penalty: 5271.806641
	Iteration 130Q: 3 clusters Score -7700478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7700477.000000 Penalty: 5271.806641
	Iteration 131Q: 3 clusters Score -7700477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7700474.000000 Penalty: 5271.806641
	Iteration 132Q: 3 clusters Score -7700474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7700476.500000 Penalty: 5271.806641
	Iteration 133Q: 3 clusters Score -7700476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -7700484.000000 Penalty: 5271.806641
	Iteration 134Q: 3 clusters Score -7700484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -7700477.500000 Penalty: 5271.806641
	Iteration 135Q: 3 clusters Score -7700478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7700470.000000 Penalty: 5271.806641
	Iteration 136Q: 3 clusters Score -7700470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7700465.500000 Penalty: 5271.806641
	Iteration 137Q: 3 clusters Score -7700466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7700477.500000 Penalty: 5271.806641
	Iteration 138Q: 3 clusters Score -7700478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7700468.000000 Penalty: 5271.806641
	Iteration 139Q: 3 clusters Score -7700468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7700473.000000 Penalty: 5271.806641
	Iteration 140F: 3 clusters Score -7700473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7700475.500000 Penalty: 5271.806641
	Iteration 141Q: 3 clusters Score -7700476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7700476.000000 Penalty: 5271.806641
	Iteration 142Q: 3 clusters Score -7700476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -7700476.000000 Penalty: 5271.806641
	Iteration 143F: 3 clusters Score -7700476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Entering Unmasked Estep 
Score: -1001971.625000 Penalty: 2147.527832
	Iteration 0F: 2 clusters Score -1001972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -996989.312500 Penalty: 4295.055664
	Iteration 0F: 3 clusters Score -996989.3 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -998447.500000 Penalty: 4295.055664
	Iteration 1F: 3 clusters Score -998447.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -998759.250000 Penalty: 4295.055664
	Iteration 2F: 3 clusters Score -998759.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -998975.250000 Penalty: 4295.055664
	Iteration 3F: 3 clusters Score -998975.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -999142.687500 Penalty: 4295.055664
	Iteration 4Q: 3 clusters Score -999142.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -999334.562500 Penalty: 4295.055664
	Iteration 5Q: 3 clusters Score -999334.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -999491.312500 Penalty: 4295.055664
	Iteration 6Q: 3 clusters Score -999491.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -999640.000000 Penalty: 4295.055664
	Iteration 7Q: 3 clusters Score -999640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -999763.937500 Penalty: 4295.055664
	Iteration 8Q: 3 clusters Score -999763.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -999886.812500 Penalty: 4295.055664
	Iteration 9Q: 3 clusters Score -999886.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1000007.562500 Penalty: 4295.055664
	Iteration 10Q: 3 clusters Score -1000008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1000128.625000 Penalty: 4295.055664
	Iteration 11Q: 3 clusters Score -1000129 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1000276.812500 Penalty: 4295.055664
	Iteration 12Q: 3 clusters Score -1000277 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1000445.375000 Penalty: 4295.055664
	Iteration 13Q: 3 clusters Score -1000445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1000581.937500 Penalty: 4295.055664
	Iteration 14Q: 3 clusters Score -1000582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1000734.312500 Penalty: 4295.055664
	Iteration 15Q: 3 clusters Score -1000734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1000868.687500 Penalty: 4295.055664
	Iteration 16Q: 3 clusters Score -1000869 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1000987.125000 Penalty: 4295.055664
	Iteration 17Q: 3 clusters Score -1000987 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1001099.187500 Penalty: 4295.055664
	Iteration 18Q: 3 clusters Score -1001099 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1001178.125000 Penalty: 4295.055664
	Iteration 19Q: 3 clusters Score -1001178 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1001240.875000 Penalty: 4295.055664
	Iteration 20F: 3 clusters Score -1001241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1001294.562500 Penalty: 4295.055664
	Iteration 21Q: 3 clusters Score -1001295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1001345.625000 Penalty: 4295.055664
	Iteration 22Q: 3 clusters Score -1001346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1001394.875000 Penalty: 4295.055664
	Iteration 23Q: 3 clusters Score -1001395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1001442.000000 Penalty: 4295.055664
	Iteration 24Q: 3 clusters Score -1001442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1001478.875000 Penalty: 4295.055664
	Iteration 25Q: 3 clusters Score -1001479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1001511.750000 Penalty: 4295.055664
	Iteration 26Q: 3 clusters Score -1001512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1001544.250000 Penalty: 4295.055664
	Iteration 27Q: 3 clusters Score -1001544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1001569.937500 Penalty: 4295.055664
	Iteration 28Q: 3 clusters Score -1001570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1001590.562500 Penalty: 4295.055664
	Iteration 29Q: 3 clusters Score -1001591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1001605.375000 Penalty: 4295.055664
	Iteration 30Q: 3 clusters Score -1001605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1001620.750000 Penalty: 4295.055664
	Iteration 31Q: 3 clusters Score -1001621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1001628.750000 Penalty: 4295.055664
	Iteration 32Q: 3 clusters Score -1001629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1001632.937500 Penalty: 4295.055664
	Iteration 33Q: 3 clusters Score -1001633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1001635.937500 Penalty: 4295.055664
	Iteration 34Q: 3 clusters Score -1001636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1001638.625000 Penalty: 4295.055664
	Iteration 35Q: 3 clusters Score -1001639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1001639.812500 Penalty: 4295.055664
	Iteration 36Q: 3 clusters Score -1001640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1001643.562500 Penalty: 4295.055664
	Iteration 37Q: 3 clusters Score -1001644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1001645.437500 Penalty: 4295.055664
	Iteration 38Q: 3 clusters Score -1001645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1001647.937500 Penalty: 4295.055664
	Iteration 39Q: 3 clusters Score -1001648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1001647.125000 Penalty: 4295.055664
	Iteration 40F: 3 clusters Score -1001647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1001650.625000 Penalty: 4295.055664
	Iteration 41Q: 3 clusters Score -1001651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1001654.062500 Penalty: 4295.055664
	Iteration 42Q: 3 clusters Score -1001654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1001654.625000 Penalty: 4295.055664
	Iteration 43Q: 3 clusters Score -1001655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1001653.812500 Penalty: 4295.055664
	Iteration 44Q: 3 clusters Score -1001654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1001653.812500 Penalty: 4295.055664
	Iteration 45F: 3 clusters Score -1001654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Entering Unmasked Estep 
Score: -8927330.000000 Penalty: 2656.772949
	Iteration 0F: 2 clusters Score -8927330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -8910555.000000 Penalty: 5313.545898
	Iteration 0F: 3 clusters Score -8910555 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -8921783.000000 Penalty: 5313.545898
	Iteration 1F: 3 clusters Score -8921783 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -8922370.000000 Penalty: 5313.545898
	Iteration 2F: 3 clusters Score -8922370 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8922874.000000 Penalty: 5313.545898
	Iteration 3Q: 3 clusters Score -8922874 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -8923390.000000 Penalty: 5313.545898
	Iteration 4Q: 3 clusters Score -8923390 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8924093.000000 Penalty: 5313.545898
	Iteration 5Q: 3 clusters Score -8924093 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8924916.000000 Penalty: 5313.545898
	Iteration 6Q: 3 clusters Score -8924916 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -8925945.000000 Penalty: 5313.545898
	Iteration 7Q: 3 clusters Score -8925945 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8927230.000000 Penalty: 5313.545898
	Iteration 8F: 3 clusters Score -8927230 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -8929055.000000 Penalty: 5313.545898
	Iteration 9F: 3 clusters Score -8929055 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -8930968.000000 Penalty: 5313.545898
	Iteration 10F: 3 clusters Score -8930968 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -8932292.000000 Penalty: 5313.545898
	Iteration 11F: 3 clusters Score -8932292 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8932763.000000 Penalty: 5313.545898
	Iteration 12Q: 3 clusters Score -8932763 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8933027.000000 Penalty: 5313.545898
	Iteration 13Q: 3 clusters Score -8933027 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -8933178.000000 Penalty: 5313.545898
	Iteration 14Q: 3 clusters Score -8933178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8933319.000000 Penalty: 5313.545898
	Iteration 15Q: 3 clusters Score -8933319 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8933402.000000 Penalty: 5313.545898
	Iteration 16Q: 3 clusters Score -8933402 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8933586.000000 Penalty: 5313.545898
	Iteration 17Q: 3 clusters Score -8933586 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8933725.000000 Penalty: 5313.545898
	Iteration 18Q: 3 clusters Score -8933725 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8933816.000000 Penalty: 5313.545898
	Iteration 19Q: 3 clusters Score -8933816 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8933884.000000 Penalty: 5313.545898
	Iteration 20F: 3 clusters Score -8933884 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8933942.000000 Penalty: 5313.545898
	Iteration 21Q: 3 clusters Score -8933942 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -8934046.000000 Penalty: 5313.545898
	Iteration 22Q: 3 clusters Score -8934046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8934178.000000 Penalty: 5313.545898
	Iteration 23Q: 3 clusters Score -8934178 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8934216.000000 Penalty: 5313.545898
	Iteration 24Q: 3 clusters Score -8934216 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8934221.000000 Penalty: 5313.545898
	Iteration 25Q: 3 clusters Score -8934221 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -8934252.000000 Penalty: 5313.545898
	Iteration 26Q: 3 clusters Score -8934252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8934331.000000 Penalty: 5313.545898
	Iteration 27Q: 3 clusters Score -8934331 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -8934387.000000 Penalty: 5313.545898
	Iteration 28Q: 3 clusters Score -8934387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -8934462.000000 Penalty: 5313.545898
	Iteration 29Q: 3 clusters Score -8934462 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8934508.000000 Penalty: 5313.545898
	Iteration 30Q: 3 clusters Score -8934508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8934545.000000 Penalty: 5313.545898
	Iteration 31Q: 3 clusters Score -8934545 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -8934574.000000 Penalty: 5313.545898
	Iteration 32Q: 3 clusters Score -8934574 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8934611.000000 Penalty: 5313.545898
	Iteration 33Q: 3 clusters Score -8934611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -8934638.000000 Penalty: 5313.545898
	Iteration 34Q: 3 clusters Score -8934638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8934649.000000 Penalty: 5313.545898
	Iteration 35Q: 3 clusters Score -8934649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8934663.000000 Penalty: 5313.545898
	Iteration 36Q: 3 clusters Score -8934663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8934681.000000 Penalty: 5313.545898
	Iteration 37Q: 3 clusters Score -8934681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8934682.000000 Penalty: 5313.545898
	Iteration 38Q: 3 clusters Score -8934682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8934694.000000 Penalty: 5313.545898
	Iteration 39Q: 3 clusters Score -8934694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8934717.000000 Penalty: 5313.545898
	Iteration 40F: 3 clusters Score -8934717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8934708.000000 Penalty: 5313.545898
	Iteration 41Q: 3 clusters Score -8934708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8934714.000000 Penalty: 5313.545898
	Iteration 42Q: 3 clusters Score -8934714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -8934722.000000 Penalty: 5313.545898
	Iteration 43Q: 3 clusters Score -8934722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -8934722.000000 Penalty: 5313.545898
	Iteration 44Q: 3 clusters Score -8934722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -8934744.000000 Penalty: 5313.545898
	Iteration 45Q: 3 clusters Score -8934744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8934755.000000 Penalty: 5313.545898
	Iteration 46Q: 3 clusters Score -8934755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8934763.000000 Penalty: 5313.545898
	Iteration 47Q: 3 clusters Score -8934763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -8934774.000000 Penalty: 5313.545898
	Iteration 48Q: 3 clusters Score -8934774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -8934787.000000 Penalty: 5313.545898
	Iteration 49Q: 3 clusters Score -8934787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -8934773.000000 Penalty: 5313.545898
	Iteration 50Q: 3 clusters Score -8934773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8934759.000000 Penalty: 5313.545898
	Iteration 51Q: 3 clusters Score -8934759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8934747.000000 Penalty: 5313.545898
	Iteration 52Q: 3 clusters Score -8934747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -8934768.000000 Penalty: 5313.545898
	Iteration 53Q: 3 clusters Score -8934768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8934769.000000 Penalty: 5313.545898
	Iteration 54Q: 3 clusters Score -8934769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8934772.000000 Penalty: 5313.545898
	Iteration 55Q: 3 clusters Score -8934772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8934787.000000 Penalty: 5313.545898
	Iteration 56Q: 3 clusters Score -8934787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8934788.000000 Penalty: 5313.545898
	Iteration 57Q: 3 clusters Score -8934788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -8934774.000000 Penalty: 5313.545898
	Iteration 58Q: 3 clusters Score -8934774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -8934779.000000 Penalty: 5313.545898
	Iteration 59Q: 3 clusters Score -8934779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -8934785.000000 Penalty: 5313.545898
	Iteration 60F: 3 clusters Score -8934785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -8934776.000000 Penalty: 5313.545898
	Iteration 61Q: 3 clusters Score -8934776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -8934782.000000 Penalty: 5313.545898
	Iteration 62Q: 3 clusters Score -8934782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -8934776.000000 Penalty: 5313.545898
	Iteration 63Q: 3 clusters Score -8934776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -8934780.000000 Penalty: 5313.545898
	Iteration 64Q: 3 clusters Score -8934780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8934772.000000 Penalty: 5313.545898
	Iteration 65Q: 3 clusters Score -8934772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8934772.000000 Penalty: 5313.545898
	Iteration 66F: 3 clusters Score -8934772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 23424 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 29393 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 21183 members 
Entering Unmasked Estep 
Score: -87145384.000000 Penalty: 84221.617188
Splitting cluster 6 changes total score from -87138688.000000 to -87145384.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (43012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Entering Unmasked Estep 
Score: -7647101.000000 Penalty: 2645.970215
	Iteration 0F: 2 clusters Score -7647101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -7623226.000000 Penalty: 5291.940430
	Iteration 0F: 3 clusters Score -7623226 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -7634130.000000 Penalty: 5291.940430
	Iteration 1F: 3 clusters Score -7634130 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7634664.500000 Penalty: 5291.940430
	Iteration 2Q: 3 clusters Score -7634664 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7635219.000000 Penalty: 5291.940430
	Iteration 3Q: 3 clusters Score -7635219 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -7635829.500000 Penalty: 5291.940430
	Iteration 4Q: 3 clusters Score -7635830 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -7636597.500000 Penalty: 5291.940430
	Iteration 5Q: 3 clusters Score -7636598 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -7637530.000000 Penalty: 5291.940430
	Iteration 6Q: 3 clusters Score -7637530 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -7638902.000000 Penalty: 5291.940430
	Iteration 7F: 3 clusters Score -7638902 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -7640892.000000 Penalty: 5291.940430
	Iteration 8F: 3 clusters Score -7640892 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -7643314.500000 Penalty: 5291.940430
	Iteration 9F: 3 clusters Score -7643314 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7644832.500000 Penalty: 5291.940430
	Iteration 10F: 3 clusters Score -7644832 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7645055.500000 Penalty: 5291.940430
	Iteration 11Q: 3 clusters Score -7645056 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7645135.500000 Penalty: 5291.940430
	Iteration 12Q: 3 clusters Score -7645136 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7645071.000000 Penalty: 5291.940430
	Iteration 13Q: 3 clusters Score -7645071 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7645096.500000 Penalty: 5291.940430
	Iteration 14Q: 3 clusters Score -7645096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7645096.500000 Penalty: 5291.940430
	Iteration 15Q: 3 clusters Score -7645096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7645136.500000 Penalty: 5291.940430
	Iteration 16Q: 3 clusters Score -7645136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7645144.000000 Penalty: 5291.940430
	Iteration 17Q: 3 clusters Score -7645144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7645187.000000 Penalty: 5291.940430
	Iteration 18Q: 3 clusters Score -7645187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7645200.500000 Penalty: 5291.940430
	Iteration 19Q: 3 clusters Score -7645200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7645208.000000 Penalty: 5291.940430
	Iteration 20F: 3 clusters Score -7645208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7645223.000000 Penalty: 5291.940430
	Iteration 21Q: 3 clusters Score -7645223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7645224.500000 Penalty: 5291.940430
	Iteration 22Q: 3 clusters Score -7645224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7645224.500000 Penalty: 5291.940430
	Iteration 23Q: 3 clusters Score -7645224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7645235.000000 Penalty: 5291.940430
	Iteration 24Q: 3 clusters Score -7645235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7645237.000000 Penalty: 5291.940430
	Iteration 25Q: 3 clusters Score -7645237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7645252.000000 Penalty: 5291.940430
	Iteration 26Q: 3 clusters Score -7645252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7645256.000000 Penalty: 5291.940430
	Iteration 27Q: 3 clusters Score -7645256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7645262.500000 Penalty: 5291.940430
	Iteration 28Q: 3 clusters Score -7645262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7645265.500000 Penalty: 5291.940430
	Iteration 29Q: 3 clusters Score -7645266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7645265.000000 Penalty: 5291.940430
	Iteration 30Q: 3 clusters Score -7645265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7645273.000000 Penalty: 5291.940430
	Iteration 31Q: 3 clusters Score -7645273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7645272.000000 Penalty: 5291.940430
	Iteration 32Q: 3 clusters Score -7645272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7645275.000000 Penalty: 5291.940430
	Iteration 33Q: 3 clusters Score -7645275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7645284.000000 Penalty: 5291.940430
	Iteration 34Q: 3 clusters Score -7645284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7645288.500000 Penalty: 5291.940430
	Iteration 35Q: 3 clusters Score -7645288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7645291.500000 Penalty: 5291.940430
	Iteration 36Q: 3 clusters Score -7645292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7645281.000000 Penalty: 5291.940430
	Iteration 37Q: 3 clusters Score -7645281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7645283.000000 Penalty: 5291.940430
	Iteration 38Q: 3 clusters Score -7645283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7645284.000000 Penalty: 5291.940430
	Iteration 39Q: 3 clusters Score -7645284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7645286.500000 Penalty: 5291.940430
	Iteration 40F: 3 clusters Score -7645286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7645295.500000 Penalty: 5291.940430
	Iteration 41Q: 3 clusters Score -7645296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7645297.000000 Penalty: 5291.940430
	Iteration 42Q: 3 clusters Score -7645297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7645288.000000 Penalty: 5291.940430
	Iteration 43Q: 3 clusters Score -7645288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7645291.500000 Penalty: 5291.940430
	Iteration 44Q: 3 clusters Score -7645292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7645289.000000 Penalty: 5291.940430
	Iteration 45Q: 3 clusters Score -7645289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7645295.500000 Penalty: 5291.940430
	Iteration 46Q: 3 clusters Score -7645296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7645295.500000 Penalty: 5291.940430
	Iteration 47F: 3 clusters Score -7645296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -30534.187500 Penalty: 1392.055786
	Iteration 0F: 2 clusters Score -30534.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -29618.759766 Penalty: 2784.111572
	Iteration 0F: 3 clusters Score -29618.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29983.281250 Penalty: 2784.111572
	Iteration 1F: 3 clusters Score -29983.28 nChanged 18
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: -30059.953125 Penalty: 2784.111572
	Iteration 2F: 3 clusters Score -30059.95 nChanged 14
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: -30222.507812 Penalty: 2784.111572
	Iteration 3F: 3 clusters Score -30222.51 nChanged 1
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: -30223.841797 Penalty: 2784.111572
	Iteration 4Q: 3 clusters Score -30223.84 nChanged 1
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: -30234.058594 Penalty: 2784.111572
	Iteration 5Q: 3 clusters Score -30234.06 nChanged 4
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: -30245.433594 Penalty: 2784.111572
	Iteration 6Q: 3 clusters Score -30245.43 nChanged 1
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: -30248.191406 Penalty: 2784.111572
	Iteration 7Q: 3 clusters Score -30248.19 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: -30249.777344 Penalty: 2784.111572
	Iteration 8Q: 3 clusters Score -30249.78 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: -30254.593750 Penalty: 2784.111572
	Iteration 9Q: 3 clusters Score -30254.59 nChanged 2
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: -30260.302734 Penalty: 2784.111572
	Iteration 10Q: 3 clusters Score -30260.3 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: -30271.183594 Penalty: 2784.111572
	Iteration 11Q: 3 clusters Score -30271.18 nChanged 5
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: -30286.826172 Penalty: 2784.111572
	Iteration 12Q: 3 clusters Score -30286.83 nChanged 6
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: -30319.167969 Penalty: 2784.111572
	Iteration 13Q: 3 clusters Score -30319.17 nChanged 0
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: -30319.167969 Penalty: 2784.111572
	Iteration 14F: 3 clusters Score -30319.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Entering Unmasked Estep 
Score: -4358336.000000 Penalty: 2496.965332
	Iteration 0F: 2 clusters Score -4358336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4344513.500000 Penalty: 4993.930664
	Iteration 0F: 3 clusters Score -4344514 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4350157.000000 Penalty: 4993.930664
	Iteration 1F: 3 clusters Score -4350157 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4350503.500000 Penalty: 4993.930664
	Iteration 2Q: 3 clusters Score -4350504 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4350752.000000 Penalty: 4993.930664
	Iteration 3Q: 3 clusters Score -4350752 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4351018.000000 Penalty: 4993.930664
	Iteration 4Q: 3 clusters Score -4351018 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4351233.000000 Penalty: 4993.930664
	Iteration 5Q: 3 clusters Score -4351233 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4351457.500000 Penalty: 4993.930664
	Iteration 6Q: 3 clusters Score -4351458 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4351771.000000 Penalty: 4993.930664
	Iteration 7Q: 3 clusters Score -4351771 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4352130.000000 Penalty: 4993.930664
	Iteration 8Q: 3 clusters Score -4352130 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4352619.500000 Penalty: 4993.930664
	Iteration 9Q: 3 clusters Score -4352620 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4353334.500000 Penalty: 4993.930664
	Iteration 10Q: 3 clusters Score -4353334 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4354168.000000 Penalty: 4993.930664
	Iteration 11F: 3 clusters Score -4354168 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4354907.000000 Penalty: 4993.930664
	Iteration 12F: 3 clusters Score -4354907 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4355443.500000 Penalty: 4993.930664
	Iteration 13F: 3 clusters Score -4355444 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4355773.500000 Penalty: 4993.930664
	Iteration 14Q: 3 clusters Score -4355774 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4356023.500000 Penalty: 4993.930664
	Iteration 15Q: 3 clusters Score -4356024 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4356172.000000 Penalty: 4993.930664
	Iteration 16Q: 3 clusters Score -4356172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4356262.000000 Penalty: 4993.930664
	Iteration 17Q: 3 clusters Score -4356262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4356291.500000 Penalty: 4993.930664
	Iteration 18Q: 3 clusters Score -4356292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4356335.000000 Penalty: 4993.930664
	Iteration 19Q: 3 clusters Score -4356335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4356383.500000 Penalty: 4993.930664
	Iteration 20F: 3 clusters Score -4356384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4356399.500000 Penalty: 4993.930664
	Iteration 21Q: 3 clusters Score -4356400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4356406.000000 Penalty: 4993.930664
	Iteration 22Q: 3 clusters Score -4356406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4356406.000000 Penalty: 4993.930664
	Iteration 23Q: 3 clusters Score -4356406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4356415.000000 Penalty: 4993.930664
	Iteration 24Q: 3 clusters Score -4356415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4356426.500000 Penalty: 4993.930664
	Iteration 25Q: 3 clusters Score -4356426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4356432.500000 Penalty: 4993.930664
	Iteration 26Q: 3 clusters Score -4356432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4356432.000000 Penalty: 4993.930664
	Iteration 27Q: 3 clusters Score -4356432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4356435.000000 Penalty: 4993.930664
	Iteration 28Q: 3 clusters Score -4356435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4356434.000000 Penalty: 4993.930664
	Iteration 29Q: 3 clusters Score -4356434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4356433.500000 Penalty: 4993.930664
	Iteration 30Q: 3 clusters Score -4356434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -4356432.000000 Penalty: 4993.930664
	Iteration 31Q: 3 clusters Score -4356432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4356435.000000 Penalty: 4993.930664
	Iteration 32Q: 3 clusters Score -4356435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4356438.500000 Penalty: 4993.930664
	Iteration 33Q: 3 clusters Score -4356438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4356440.500000 Penalty: 4993.930664
	Iteration 34Q: 3 clusters Score -4356440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4356447.500000 Penalty: 4993.930664
	Iteration 35Q: 3 clusters Score -4356448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4356454.000000 Penalty: 4993.930664
	Iteration 36Q: 3 clusters Score -4356454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4356461.500000 Penalty: 4993.930664
	Iteration 37Q: 3 clusters Score -4356462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4356467.000000 Penalty: 4993.930664
	Iteration 38Q: 3 clusters Score -4356467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4356468.500000 Penalty: 4993.930664
	Iteration 39Q: 3 clusters Score -4356468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4356466.000000 Penalty: 4993.930664
	Iteration 40F: 3 clusters Score -4356466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4356463.000000 Penalty: 4993.930664
	Iteration 41Q: 3 clusters Score -4356463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4356463.000000 Penalty: 4993.930664
	Iteration 42F: 3 clusters Score -4356463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -223221.953125 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -223222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -221149.859375 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -221149.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -221813.046875 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -221813 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -222311.078125 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -222311.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -222622.343750 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -222622.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -222818.421875 Penalty: 3556.760742
	Iteration 4F: 3 clusters Score -222818.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -222953.609375 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -222953.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -223010.468750 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -223010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -223032.843750 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -223032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -223040.312500 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -223040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -223047.796875 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -223047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -223048.796875 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -223048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -223049.703125 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -223049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -223050.703125 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -223050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -223051.281250 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -223051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -223051.281250 Penalty: 3556.760742
	Iteration 14F: 3 clusters Score -223051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -86511.156250 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -86511.16 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 270 members 
Entering Unmasked Estep 
Score: -85134.710938 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -85134.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85428.132812 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -85428.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85575.250000 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -85575.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -85736.976562 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -85736.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -85849.179688 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -85849.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -85903.312500 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -85903.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -85939.945312 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -85939.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -85977.437500 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -85977.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -85990.351562 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -85990.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -85993.039062 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -85993.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -85999.250000 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -85999.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -86008.734375 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -86008.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -86022.398438 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -86022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -86032.734375 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -86032.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86057.140625 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -86057.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86069.039062 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -86069.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86091.984375 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -86091.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -86104.765625 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -86104.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -86106.328125 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -86106.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -86107.546875 Penalty: 3126.099121
	Iteration 19Q: 3 clusters Score -86107.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -86108.507812 Penalty: 3126.099121
	Iteration 20F: 3 clusters Score -86108.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -86109.164062 Penalty: 3126.099121
	Iteration 21Q: 3 clusters Score -86109.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -86109.539062 Penalty: 3126.099121
	Iteration 22Q: 3 clusters Score -86109.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -86109.539062 Penalty: 3126.099121
	Iteration 23F: 3 clusters Score -86109.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Entering Unmasked Estep 
Score: -4106989.000000 Penalty: 2485.550537
	Iteration 0F: 2 clusters Score -4106989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4092544.750000 Penalty: 4971.101074
	Iteration 0F: 3 clusters Score -4092545 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4098002.000000 Penalty: 4971.101074
	Iteration 1F: 3 clusters Score -4098002 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4098457.500000 Penalty: 4971.101074
	Iteration 2F: 3 clusters Score -4098458 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4098826.750000 Penalty: 4971.101074
	Iteration 3Q: 3 clusters Score -4098827 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4099134.250000 Penalty: 4971.101074
	Iteration 4Q: 3 clusters Score -4099134 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4099444.250000 Penalty: 4971.101074
	Iteration 5Q: 3 clusters Score -4099444 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4099767.750000 Penalty: 4971.101074
	Iteration 6Q: 3 clusters Score -4099768 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4100086.000000 Penalty: 4971.101074
	Iteration 7Q: 3 clusters Score -4100086 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4100408.250000 Penalty: 4971.101074
	Iteration 8Q: 3 clusters Score -4100408 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4100692.500000 Penalty: 4971.101074
	Iteration 9Q: 3 clusters Score -4100692 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4101017.000000 Penalty: 4971.101074
	Iteration 10Q: 3 clusters Score -4101017 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4101317.250000 Penalty: 4971.101074
	Iteration 11Q: 3 clusters Score -4101317 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -4101666.250000 Penalty: 4971.101074
	Iteration 12Q: 3 clusters Score -4101666 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4102019.250000 Penalty: 4971.101074
	Iteration 13Q: 3 clusters Score -4102019 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4102361.000000 Penalty: 4971.101074
	Iteration 14Q: 3 clusters Score -4102361 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4102714.500000 Penalty: 4971.101074
	Iteration 15Q: 3 clusters Score -4102714 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4103030.500000 Penalty: 4971.101074
	Iteration 16Q: 3 clusters Score -4103030 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4103293.500000 Penalty: 4971.101074
	Iteration 17Q: 3 clusters Score -4103294 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4103503.250000 Penalty: 4971.101074
	Iteration 18Q: 3 clusters Score -4103503 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -4103661.250000 Penalty: 4971.101074
	Iteration 19Q: 3 clusters Score -4103661 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4103773.750000 Penalty: 4971.101074
	Iteration 20F: 3 clusters Score -4103774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4103880.250000 Penalty: 4971.101074
	Iteration 21Q: 3 clusters Score -4103880 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4103996.500000 Penalty: 4971.101074
	Iteration 22Q: 3 clusters Score -4103996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4104111.250000 Penalty: 4971.101074
	Iteration 23Q: 3 clusters Score -4104111 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4104214.250000 Penalty: 4971.101074
	Iteration 24Q: 3 clusters Score -4104214 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4104335.500000 Penalty: 4971.101074
	Iteration 25Q: 3 clusters Score -4104336 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4104420.000000 Penalty: 4971.101074
	Iteration 26Q: 3 clusters Score -4104420 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4104524.000000 Penalty: 4971.101074
	Iteration 27Q: 3 clusters Score -4104524 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4104617.750000 Penalty: 4971.101074
	Iteration 28Q: 3 clusters Score -4104618 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4104675.250000 Penalty: 4971.101074
	Iteration 29Q: 3 clusters Score -4104675 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4104736.000000 Penalty: 4971.101074
	Iteration 30Q: 3 clusters Score -4104736 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4104813.750000 Penalty: 4971.101074
	Iteration 31Q: 3 clusters Score -4104814 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4104875.000000 Penalty: 4971.101074
	Iteration 32Q: 3 clusters Score -4104875 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4104943.500000 Penalty: 4971.101074
	Iteration 33Q: 3 clusters Score -4104944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4105015.000000 Penalty: 4971.101074
	Iteration 34Q: 3 clusters Score -4105015 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4105113.000000 Penalty: 4971.101074
	Iteration 35Q: 3 clusters Score -4105113 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4105175.000000 Penalty: 4971.101074
	Iteration 36Q: 3 clusters Score -4105175 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4105221.250000 Penalty: 4971.101074
	Iteration 37Q: 3 clusters Score -4105221 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4105260.500000 Penalty: 4971.101074
	Iteration 38Q: 3 clusters Score -4105260 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4105298.750000 Penalty: 4971.101074
	Iteration 39Q: 3 clusters Score -4105299 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4105330.500000 Penalty: 4971.101074
	Iteration 40F: 3 clusters Score -4105330 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4105331.250000 Penalty: 4971.101074
	Iteration 41Q: 3 clusters Score -4105331 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4105317.500000 Penalty: 4971.101074
	Iteration 42Q: 3 clusters Score -4105318 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4105279.500000 Penalty: 4971.101074
	Iteration 43Q: 3 clusters Score -4105280 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4105224.000000 Penalty: 4971.101074
	Iteration 44Q: 3 clusters Score -4105224 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4105202.500000 Penalty: 4971.101074
	Iteration 45Q: 3 clusters Score -4105202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4105197.750000 Penalty: 4971.101074
	Iteration 46Q: 3 clusters Score -4105198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4105200.750000 Penalty: 4971.101074
	Iteration 47Q: 3 clusters Score -4105201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4105185.750000 Penalty: 4971.101074
	Iteration 48Q: 3 clusters Score -4105186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4105182.750000 Penalty: 4971.101074
	Iteration 49Q: 3 clusters Score -4105183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4105176.500000 Penalty: 4971.101074
	Iteration 50Q: 3 clusters Score -4105176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4105177.500000 Penalty: 4971.101074
	Iteration 51Q: 3 clusters Score -4105178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4105184.750000 Penalty: 4971.101074
	Iteration 52Q: 3 clusters Score -4105185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4105181.750000 Penalty: 4971.101074
	Iteration 53Q: 3 clusters Score -4105182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4105192.750000 Penalty: 4971.101074
	Iteration 54Q: 3 clusters Score -4105193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4105196.500000 Penalty: 4971.101074
	Iteration 55Q: 3 clusters Score -4105196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4105188.000000 Penalty: 4971.101074
	Iteration 56Q: 3 clusters Score -4105188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4105194.500000 Penalty: 4971.101074
	Iteration 57Q: 3 clusters Score -4105194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4105192.500000 Penalty: 4971.101074
	Iteration 58Q: 3 clusters Score -4105192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4105188.500000 Penalty: 4971.101074
	Iteration 59Q: 3 clusters Score -4105188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4105186.250000 Penalty: 4971.101074
	Iteration 60F: 3 clusters Score -4105186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4105184.750000 Penalty: 4971.101074
	Iteration 61Q: 3 clusters Score -4105185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4105189.000000 Penalty: 4971.101074
	Iteration 62Q: 3 clusters Score -4105189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4105192.500000 Penalty: 4971.101074
	Iteration 63Q: 3 clusters Score -4105192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4105190.500000 Penalty: 4971.101074
	Iteration 64Q: 3 clusters Score -4105190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4105190.500000 Penalty: 4971.101074
	Iteration 65Q: 3 clusters Score -4105190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4105190.500000 Penalty: 4971.101074
	Iteration 66F: 3 clusters Score -4105190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Entering Unmasked Estep 
Score: -7387202.500000 Penalty: 2623.119629
	Iteration 0F: 2 clusters Score -7387202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -7368391.500000 Penalty: 5246.239258
	Iteration 0F: 3 clusters Score -7368392 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7378205.500000 Penalty: 5246.239258
	Iteration 1F: 3 clusters Score -7378206 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7378873.000000 Penalty: 5246.239258
	Iteration 2F: 3 clusters Score -7378873 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7379783.000000 Penalty: 5246.239258
	Iteration 3F: 3 clusters Score -7379783 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -7380834.500000 Penalty: 5246.239258
	Iteration 4F: 3 clusters Score -7380834 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -7382071.000000 Penalty: 5246.239258
	Iteration 5F: 3 clusters Score -7382071 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -7383011.500000 Penalty: 5246.239258
	Iteration 6F: 3 clusters Score -7383012 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -7383365.500000 Penalty: 5246.239258
	Iteration 7F: 3 clusters Score -7383366 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7383834.500000 Penalty: 5246.239258
	Iteration 8F: 3 clusters Score -7383834 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -7384491.500000 Penalty: 5246.239258
	Iteration 9F: 3 clusters Score -7384492 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -7384523.000000 Penalty: 5246.239258
	Iteration 10F: 3 clusters Score -7384523 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -7384548.000000 Penalty: 5246.239258
	Iteration 11F: 3 clusters Score -7384548 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -7384629.500000 Penalty: 5246.239258
	Iteration 12Q: 3 clusters Score -7384630 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7384562.500000 Penalty: 5246.239258
	Iteration 13Q: 3 clusters Score -7384562 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7384869.500000 Penalty: 5246.239258
	Iteration 14Q: 3 clusters Score -7384870 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7384997.500000 Penalty: 5246.239258
	Iteration 15Q: 3 clusters Score -7384998 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7385028.500000 Penalty: 5246.239258
	Iteration 16Q: 3 clusters Score -7385028 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7385120.000000 Penalty: 5246.239258
	Iteration 17Q: 3 clusters Score -7385120 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7385256.000000 Penalty: 5246.239258
	Iteration 18Q: 3 clusters Score -7385256 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7385222.500000 Penalty: 5246.239258
	Iteration 19Q: 3 clusters Score -7385222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7385271.000000 Penalty: 5246.239258
	Iteration 20F: 3 clusters Score -7385271 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7385313.500000 Penalty: 5246.239258
	Iteration 21Q: 3 clusters Score -7385314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7385339.500000 Penalty: 5246.239258
	Iteration 22Q: 3 clusters Score -7385340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7385372.500000 Penalty: 5246.239258
	Iteration 23Q: 3 clusters Score -7385372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7385322.500000 Penalty: 5246.239258
	Iteration 24Q: 3 clusters Score -7385322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7385330.500000 Penalty: 5246.239258
	Iteration 25Q: 3 clusters Score -7385330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7385313.000000 Penalty: 5246.239258
	Iteration 26Q: 3 clusters Score -7385313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7385309.500000 Penalty: 5246.239258
	Iteration 27Q: 3 clusters Score -7385310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7385297.500000 Penalty: 5246.239258
	Iteration 28Q: 3 clusters Score -7385298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7385307.500000 Penalty: 5246.239258
	Iteration 29Q: 3 clusters Score -7385308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7385311.500000 Penalty: 5246.239258
	Iteration 30Q: 3 clusters Score -7385312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7385311.500000 Penalty: 5246.239258
	Iteration 31Q: 3 clusters Score -7385312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7385325.500000 Penalty: 5246.239258
	Iteration 32Q: 3 clusters Score -7385326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7385347.500000 Penalty: 5246.239258
	Iteration 33Q: 3 clusters Score -7385348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7385376.000000 Penalty: 5246.239258
	Iteration 34Q: 3 clusters Score -7385376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7385349.000000 Penalty: 5246.239258
	Iteration 35Q: 3 clusters Score -7385349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7385352.500000 Penalty: 5246.239258
	Iteration 36Q: 3 clusters Score -7385352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7385360.000000 Penalty: 5246.239258
	Iteration 37Q: 3 clusters Score -7385360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7385348.000000 Penalty: 5246.239258
	Iteration 38Q: 3 clusters Score -7385348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7385347.000000 Penalty: 5246.239258
	Iteration 39Q: 3 clusters Score -7385347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7385343.500000 Penalty: 5246.239258
	Iteration 40F: 3 clusters Score -7385344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7385343.000000 Penalty: 5246.239258
	Iteration 41Q: 3 clusters Score -7385343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7385339.000000 Penalty: 5246.239258
	Iteration 42Q: 3 clusters Score -7385339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7385345.000000 Penalty: 5246.239258
	Iteration 43Q: 3 clusters Score -7385345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7385333.500000 Penalty: 5246.239258
	Iteration 44Q: 3 clusters Score -7385334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7385339.500000 Penalty: 5246.239258
	Iteration 45Q: 3 clusters Score -7385340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7385339.000000 Penalty: 5246.239258
	Iteration 46Q: 3 clusters Score -7385339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7385335.000000 Penalty: 5246.239258
	Iteration 47Q: 3 clusters Score -7385335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7385339.000000 Penalty: 5246.239258
	Iteration 48Q: 3 clusters Score -7385339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7385338.000000 Penalty: 5246.239258
	Iteration 49Q: 3 clusters Score -7385338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7385345.000000 Penalty: 5246.239258
	Iteration 50Q: 3 clusters Score -7385345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7385344.500000 Penalty: 5246.239258
	Iteration 51Q: 3 clusters Score -7385344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7385344.000000 Penalty: 5246.239258
	Iteration 52Q: 3 clusters Score -7385344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7385344.000000 Penalty: 5246.239258
	Iteration 53F: 3 clusters Score -7385344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Entering Unmasked Estep 
Score: -4250210.500000 Penalty: 2476.102295
	Iteration 0F: 2 clusters Score -4250210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4239623.500000 Penalty: 4952.204590
	Iteration 0F: 3 clusters Score -4239624 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4244800.000000 Penalty: 4952.204590
	Iteration 1F: 3 clusters Score -4244800 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4245320.500000 Penalty: 4952.204590
	Iteration 2F: 3 clusters Score -4245320 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4245737.500000 Penalty: 4952.204590
	Iteration 3F: 3 clusters Score -4245738 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -4246084.500000 Penalty: 4952.204590
	Iteration 4F: 3 clusters Score -4246084 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4246474.500000 Penalty: 4952.204590
	Iteration 5Q: 3 clusters Score -4246474 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4246910.500000 Penalty: 4952.204590
	Iteration 6Q: 3 clusters Score -4246910 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4247378.000000 Penalty: 4952.204590
	Iteration 7Q: 3 clusters Score -4247378 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4247869.500000 Penalty: 4952.204590
	Iteration 8Q: 3 clusters Score -4247870 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4248403.000000 Penalty: 4952.204590
	Iteration 9Q: 3 clusters Score -4248403 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4248917.500000 Penalty: 4952.204590
	Iteration 10Q: 3 clusters Score -4248918 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4249489.500000 Penalty: 4952.204590
	Iteration 11Q: 3 clusters Score -4249490 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4249738.500000 Penalty: 4952.204590
	Iteration 12Q: 3 clusters Score -4249738 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4249709.500000 Penalty: 4952.204590
	Iteration 13Q: 3 clusters Score -4249710 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4249442.000000 Penalty: 4952.204590
	Iteration 14Q: 3 clusters Score -4249442 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4249210.000000 Penalty: 4952.204590
	Iteration 15Q: 3 clusters Score -4249210 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4249013.000000 Penalty: 4952.204590
	Iteration 16Q: 3 clusters Score -4249013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4248872.500000 Penalty: 4952.204590
	Iteration 17Q: 3 clusters Score -4248872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4248805.500000 Penalty: 4952.204590
	Iteration 18Q: 3 clusters Score -4248806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4248785.500000 Penalty: 4952.204590
	Iteration 19Q: 3 clusters Score -4248786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4248758.500000 Penalty: 4952.204590
	Iteration 20F: 3 clusters Score -4248758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4248744.000000 Penalty: 4952.204590
	Iteration 21Q: 3 clusters Score -4248744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4248728.500000 Penalty: 4952.204590
	Iteration 22Q: 3 clusters Score -4248728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4248731.500000 Penalty: 4952.204590
	Iteration 23Q: 3 clusters Score -4248732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -4248729.500000 Penalty: 4952.204590
	Iteration 24Q: 3 clusters Score -4248730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4248731.000000 Penalty: 4952.204590
	Iteration 25Q: 3 clusters Score -4248731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4248737.500000 Penalty: 4952.204590
	Iteration 26Q: 3 clusters Score -4248738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4248727.500000 Penalty: 4952.204590
	Iteration 27Q: 3 clusters Score -4248728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4248723.500000 Penalty: 4952.204590
	Iteration 28Q: 3 clusters Score -4248724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4248723.500000 Penalty: 4952.204590
	Iteration 29F: 3 clusters Score -4248724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Entering Unmasked Estep 
Score: -4584600.500000 Penalty: 2495.256104
	Iteration 0F: 2 clusters Score -4584600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4574930.500000 Penalty: 4990.512207
	Iteration 0F: 3 clusters Score -4574930 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4580469.000000 Penalty: 4990.512207
	Iteration 1F: 3 clusters Score -4580469 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -4581005.500000 Penalty: 4990.512207
	Iteration 2F: 3 clusters Score -4581006 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4581723.500000 Penalty: 4990.512207
	Iteration 3F: 3 clusters Score -4581724 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4582583.000000 Penalty: 4990.512207
	Iteration 4F: 3 clusters Score -4582583 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -4583746.000000 Penalty: 4990.512207
	Iteration 5F: 3 clusters Score -4583746 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4584978.500000 Penalty: 4990.512207
	Iteration 6F: 3 clusters Score -4584978 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4586282.500000 Penalty: 4990.512207
	Iteration 7F: 3 clusters Score -4586282 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4587352.000000 Penalty: 4990.512207
	Iteration 8F: 3 clusters Score -4587352 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4588054.500000 Penalty: 4990.512207
	Iteration 9Q: 3 clusters Score -4588054 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4588365.500000 Penalty: 4990.512207
	Iteration 10Q: 3 clusters Score -4588366 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4588485.000000 Penalty: 4990.512207
	Iteration 11Q: 3 clusters Score -4588485 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4588556.500000 Penalty: 4990.512207
	Iteration 12Q: 3 clusters Score -4588556 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4588616.500000 Penalty: 4990.512207
	Iteration 13Q: 3 clusters Score -4588616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4588650.000000 Penalty: 4990.512207
	Iteration 14Q: 3 clusters Score -4588650 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4588692.000000 Penalty: 4990.512207
	Iteration 15Q: 3 clusters Score -4588692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4588734.000000 Penalty: 4990.512207
	Iteration 16Q: 3 clusters Score -4588734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4588746.500000 Penalty: 4990.512207
	Iteration 17Q: 3 clusters Score -4588746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4588776.500000 Penalty: 4990.512207
	Iteration 18Q: 3 clusters Score -4588776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4588784.000000 Penalty: 4990.512207
	Iteration 19Q: 3 clusters Score -4588784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4588797.000000 Penalty: 4990.512207
	Iteration 20F: 3 clusters Score -4588797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -4588823.500000 Penalty: 4990.512207
	Iteration 21Q: 3 clusters Score -4588824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4588815.500000 Penalty: 4990.512207
	Iteration 22Q: 3 clusters Score -4588816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4588816.000000 Penalty: 4990.512207
	Iteration 23Q: 3 clusters Score -4588816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4588829.500000 Penalty: 4990.512207
	Iteration 24Q: 3 clusters Score -4588830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4588837.500000 Penalty: 4990.512207
	Iteration 25Q: 3 clusters Score -4588838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4588840.000000 Penalty: 4990.512207
	Iteration 26Q: 3 clusters Score -4588840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4588838.000000 Penalty: 4990.512207
	Iteration 27Q: 3 clusters Score -4588838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -4588849.000000 Penalty: 4990.512207
	Iteration 28Q: 3 clusters Score -4588849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4588852.500000 Penalty: 4990.512207
	Iteration 29Q: 3 clusters Score -4588852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4588852.000000 Penalty: 4990.512207
	Iteration 30Q: 3 clusters Score -4588852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4588852.000000 Penalty: 4990.512207
	Iteration 31Q: 3 clusters Score -4588852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4588859.500000 Penalty: 4990.512207
	Iteration 32Q: 3 clusters Score -4588860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4588860.000000 Penalty: 4990.512207
	Iteration 33Q: 3 clusters Score -4588860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4588859.000000 Penalty: 4990.512207
	Iteration 34Q: 3 clusters Score -4588859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4588862.000000 Penalty: 4990.512207
	Iteration 35Q: 3 clusters Score -4588862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4588858.000000 Penalty: 4990.512207
	Iteration 36Q: 3 clusters Score -4588858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -4588859.500000 Penalty: 4990.512207
	Iteration 37Q: 3 clusters Score -4588860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4588859.500000 Penalty: 4990.512207
	Iteration 38Q: 3 clusters Score -4588860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4588861.500000 Penalty: 4990.512207
	Iteration 39Q: 3 clusters Score -4588862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4588861.500000 Penalty: 4990.512207
	Iteration 40F: 3 clusters Score -4588862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 29393 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 21183 members 
Mstep: Class 27 contains 5845 members 
Entering Unmasked Estep 
Score: -87148704.000000 Penalty: 87460.914062
Splitting cluster 15 changes total score from -87138688.000000 to -87148704.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -943545.187500 Penalty: 2117.077881
	Iteration 0F: 2 clusters Score -943545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -939014.687500 Penalty: 4234.155762
	Iteration 0F: 3 clusters Score -939014.7 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -940089.437500 Penalty: 4234.155762
	Iteration 1F: 3 clusters Score -940089.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -940325.750000 Penalty: 4234.155762
	Iteration 2F: 3 clusters Score -940325.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -940508.625000 Penalty: 4234.155762
	Iteration 3F: 3 clusters Score -940508.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -940659.937500 Penalty: 4234.155762
	Iteration 4Q: 3 clusters Score -940659.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -940792.750000 Penalty: 4234.155762
	Iteration 5Q: 3 clusters Score -940792.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -940921.437500 Penalty: 4234.155762
	Iteration 6Q: 3 clusters Score -940921.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -941045.500000 Penalty: 4234.155762
	Iteration 7Q: 3 clusters Score -941045.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -941158.750000 Penalty: 4234.155762
	Iteration 8Q: 3 clusters Score -941158.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -941261.687500 Penalty: 4234.155762
	Iteration 9Q: 3 clusters Score -941261.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -941336.062500 Penalty: 4234.155762
	Iteration 10Q: 3 clusters Score -941336.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -941428.937500 Penalty: 4234.155762
	Iteration 11Q: 3 clusters Score -941428.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -941525.812500 Penalty: 4234.155762
	Iteration 12Q: 3 clusters Score -941525.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -941617.375000 Penalty: 4234.155762
	Iteration 13Q: 3 clusters Score -941617.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -941691.312500 Penalty: 4234.155762
	Iteration 14Q: 3 clusters Score -941691.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -941741.500000 Penalty: 4234.155762
	Iteration 15Q: 3 clusters Score -941741.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -941789.000000 Penalty: 4234.155762
	Iteration 16Q: 3 clusters Score -941789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -941816.000000 Penalty: 4234.155762
	Iteration 17Q: 3 clusters Score -941816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -941842.625000 Penalty: 4234.155762
	Iteration 18Q: 3 clusters Score -941842.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -941859.375000 Penalty: 4234.155762
	Iteration 19Q: 3 clusters Score -941859.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -941871.125000 Penalty: 4234.155762
	Iteration 20F: 3 clusters Score -941871.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -941879.937500 Penalty: 4234.155762
	Iteration 21Q: 3 clusters Score -941879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -941888.562500 Penalty: 4234.155762
	Iteration 22Q: 3 clusters Score -941888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -941893.312500 Penalty: 4234.155762
	Iteration 23Q: 3 clusters Score -941893.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -941901.500000 Penalty: 4234.155762
	Iteration 24Q: 3 clusters Score -941901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -941906.750000 Penalty: 4234.155762
	Iteration 25Q: 3 clusters Score -941906.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -941913.812500 Penalty: 4234.155762
	Iteration 26Q: 3 clusters Score -941913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -941920.937500 Penalty: 4234.155762
	Iteration 27Q: 3 clusters Score -941920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -941924.812500 Penalty: 4234.155762
	Iteration 28Q: 3 clusters Score -941924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -941927.812500 Penalty: 4234.155762
	Iteration 29Q: 3 clusters Score -941927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -941933.937500 Penalty: 4234.155762
	Iteration 30Q: 3 clusters Score -941933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -941937.750000 Penalty: 4234.155762
	Iteration 31Q: 3 clusters Score -941937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -941939.937500 Penalty: 4234.155762
	Iteration 32Q: 3 clusters Score -941939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -941947.562500 Penalty: 4234.155762
	Iteration 33Q: 3 clusters Score -941947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -941951.312500 Penalty: 4234.155762
	Iteration 34Q: 3 clusters Score -941951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -941954.687500 Penalty: 4234.155762
	Iteration 35Q: 3 clusters Score -941954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -941959.250000 Penalty: 4234.155762
	Iteration 36Q: 3 clusters Score -941959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -941964.875000 Penalty: 4234.155762
	Iteration 37Q: 3 clusters Score -941964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -941970.500000 Penalty: 4234.155762
	Iteration 38Q: 3 clusters Score -941970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -941972.562500 Penalty: 4234.155762
	Iteration 39Q: 3 clusters Score -941972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -941974.750000 Penalty: 4234.155762
	Iteration 40F: 3 clusters Score -941974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -941980.000000 Penalty: 4234.155762
	Iteration 41Q: 3 clusters Score -941980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -941981.312500 Penalty: 4234.155762
	Iteration 42Q: 3 clusters Score -941981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -941983.375000 Penalty: 4234.155762
	Iteration 43Q: 3 clusters Score -941983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -941983.750000 Penalty: 4234.155762
	Iteration 44Q: 3 clusters Score -941983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -941984.125000 Penalty: 4234.155762
	Iteration 45Q: 3 clusters Score -941984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -941984.125000 Penalty: 4234.155762
	Iteration 46F: 3 clusters Score -941984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Entering Unmasked Estep 
Score: -5505934.500000 Penalty: 2551.551025
	Iteration 0F: 2 clusters Score -5505934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5486721.500000 Penalty: 5103.102051
	Iteration 0F: 3 clusters Score -5486722 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5493717.000000 Penalty: 5103.102051
	Iteration 1F: 3 clusters Score -5493717 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5494149.000000 Penalty: 5103.102051
	Iteration 2Q: 3 clusters Score -5494149 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5494531.000000 Penalty: 5103.102051
	Iteration 3Q: 3 clusters Score -5494531 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5494857.500000 Penalty: 5103.102051
	Iteration 4Q: 3 clusters Score -5494858 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5495187.000000 Penalty: 5103.102051
	Iteration 5Q: 3 clusters Score -5495187 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5495451.500000 Penalty: 5103.102051
	Iteration 6Q: 3 clusters Score -5495452 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5495804.500000 Penalty: 5103.102051
	Iteration 7Q: 3 clusters Score -5495804 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5496205.000000 Penalty: 5103.102051
	Iteration 8Q: 3 clusters Score -5496205 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5496753.500000 Penalty: 5103.102051
	Iteration 9Q: 3 clusters Score -5496754 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5497516.000000 Penalty: 5103.102051
	Iteration 10Q: 3 clusters Score -5497516 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5498368.500000 Penalty: 5103.102051
	Iteration 11Q: 3 clusters Score -5498368 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5499309.500000 Penalty: 5103.102051
	Iteration 12F: 3 clusters Score -5499310 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -5500239.500000 Penalty: 5103.102051
	Iteration 13Q: 3 clusters Score -5500240 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -5500986.000000 Penalty: 5103.102051
	Iteration 14Q: 3 clusters Score -5500986 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5501523.500000 Penalty: 5103.102051
	Iteration 15Q: 3 clusters Score -5501524 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5501985.000000 Penalty: 5103.102051
	Iteration 16Q: 3 clusters Score -5501985 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5502319.000000 Penalty: 5103.102051
	Iteration 17Q: 3 clusters Score -5502319 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -5502584.500000 Penalty: 5103.102051
	Iteration 18Q: 3 clusters Score -5502584 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5502767.500000 Penalty: 5103.102051
	Iteration 19Q: 3 clusters Score -5502768 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5502921.500000 Penalty: 5103.102051
	Iteration 20F: 3 clusters Score -5502922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5503025.500000 Penalty: 5103.102051
	Iteration 21Q: 3 clusters Score -5503026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -5503107.000000 Penalty: 5103.102051
	Iteration 22Q: 3 clusters Score -5503107 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5503186.000000 Penalty: 5103.102051
	Iteration 23Q: 3 clusters Score -5503186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5503253.000000 Penalty: 5103.102051
	Iteration 24Q: 3 clusters Score -5503253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -5503294.500000 Penalty: 5103.102051
	Iteration 25Q: 3 clusters Score -5503294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5503340.000000 Penalty: 5103.102051
	Iteration 26Q: 3 clusters Score -5503340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5503374.500000 Penalty: 5103.102051
	Iteration 27Q: 3 clusters Score -5503374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -5503399.500000 Penalty: 5103.102051
	Iteration 28Q: 3 clusters Score -5503400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -5503417.500000 Penalty: 5103.102051
	Iteration 29Q: 3 clusters Score -5503418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5503449.500000 Penalty: 5103.102051
	Iteration 30Q: 3 clusters Score -5503450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5503477.000000 Penalty: 5103.102051
	Iteration 31Q: 3 clusters Score -5503477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5503493.500000 Penalty: 5103.102051
	Iteration 32Q: 3 clusters Score -5503494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5503509.000000 Penalty: 5103.102051
	Iteration 33Q: 3 clusters Score -5503509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -5503531.500000 Penalty: 5103.102051
	Iteration 34Q: 3 clusters Score -5503532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5503549.000000 Penalty: 5103.102051
	Iteration 35Q: 3 clusters Score -5503549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5503558.000000 Penalty: 5103.102051
	Iteration 36Q: 3 clusters Score -5503558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5503562.000000 Penalty: 5103.102051
	Iteration 37Q: 3 clusters Score -5503562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -5503575.500000 Penalty: 5103.102051
	Iteration 38Q: 3 clusters Score -5503576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5503584.500000 Penalty: 5103.102051
	Iteration 39Q: 3 clusters Score -5503584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5503595.500000 Penalty: 5103.102051
	Iteration 40F: 3 clusters Score -5503596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5503598.000000 Penalty: 5103.102051
	Iteration 41Q: 3 clusters Score -5503598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5503607.000000 Penalty: 5103.102051
	Iteration 42Q: 3 clusters Score -5503607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5503615.000000 Penalty: 5103.102051
	Iteration 43Q: 3 clusters Score -5503615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -5503622.500000 Penalty: 5103.102051
	Iteration 44Q: 3 clusters Score -5503622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5503627.500000 Penalty: 5103.102051
	Iteration 45Q: 3 clusters Score -5503628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5503632.500000 Penalty: 5103.102051
	Iteration 46Q: 3 clusters Score -5503632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5503642.000000 Penalty: 5103.102051
	Iteration 47Q: 3 clusters Score -5503642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5503644.000000 Penalty: 5103.102051
	Iteration 48Q: 3 clusters Score -5503644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5503640.000000 Penalty: 5103.102051
	Iteration 49Q: 3 clusters Score -5503640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5503638.000000 Penalty: 5103.102051
	Iteration 50Q: 3 clusters Score -5503638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5503642.000000 Penalty: 5103.102051
	Iteration 51Q: 3 clusters Score -5503642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5503644.000000 Penalty: 5103.102051
	Iteration 52Q: 3 clusters Score -5503644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5503644.000000 Penalty: 5103.102051
	Iteration 53Q: 3 clusters Score -5503644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5503646.500000 Penalty: 5103.102051
	Iteration 54Q: 3 clusters Score -5503646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5503651.500000 Penalty: 5103.102051
	Iteration 55Q: 3 clusters Score -5503652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -5503649.500000 Penalty: 5103.102051
	Iteration 56Q: 3 clusters Score -5503650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5503647.000000 Penalty: 5103.102051
	Iteration 57Q: 3 clusters Score -5503647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5503656.000000 Penalty: 5103.102051
	Iteration 58Q: 3 clusters Score -5503656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5503650.000000 Penalty: 5103.102051
	Iteration 59Q: 3 clusters Score -5503650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5503655.500000 Penalty: 5103.102051
	Iteration 60F: 3 clusters Score -5503656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -5503657.500000 Penalty: 5103.102051
	Iteration 61Q: 3 clusters Score -5503658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5503658.000000 Penalty: 5103.102051
	Iteration 62Q: 3 clusters Score -5503658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5503658.000000 Penalty: 5103.102051
	Iteration 63F: 3 clusters Score -5503658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -99501.562500 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -99501.56 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 305 members 
Entering Unmasked Estep 
Score: -97966.546875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -97966.55 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98365.367188 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -98365.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98543.671875 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -98543.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98644.265625 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -98644.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98698.703125 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -98698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98735.179688 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -98735.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98817.453125 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -98817.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98863.335938 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -98863.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98888.359375 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -98888.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98895.968750 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -98895.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98899.937500 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -98899.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98902.718750 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -98902.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98905.078125 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -98905.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98910.828125 Penalty: 3193.125000
	Iteration 13F: 3 clusters Score -98910.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98972.593750 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -98972.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98980.468750 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -98980.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98988.085938 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -98988.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98992.937500 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -98992.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -98995.312500 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -98995.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98997.757812 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -98997.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99004.132812 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -99004.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99033.656250 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -99033.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99060.593750 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -99060.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99076.414062 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -99076.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99092.867188 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -99092.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99114.890625 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -99114.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99130.640625 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -99130.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99135.382812 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -99135.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99147.414062 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -99147.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -99157.585938 Penalty: 3193.125000
	Iteration 29Q: 3 clusters Score -99157.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99169.554688 Penalty: 3193.125000
	Iteration 30Q: 3 clusters Score -99169.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99180.617188 Penalty: 3193.125000
	Iteration 31Q: 3 clusters Score -99180.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99186.132812 Penalty: 3193.125000
	Iteration 32Q: 3 clusters Score -99186.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99198.320312 Penalty: 3193.125000
	Iteration 33Q: 3 clusters Score -99198.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99208.156250 Penalty: 3193.125000
	Iteration 34Q: 3 clusters Score -99208.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99218.898438 Penalty: 3193.125000
	Iteration 35Q: 3 clusters Score -99218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99230.429688 Penalty: 3193.125000
	Iteration 36Q: 3 clusters Score -99230.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99246.515625 Penalty: 3193.125000
	Iteration 37Q: 3 clusters Score -99246.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99258.296875 Penalty: 3193.125000
	Iteration 38Q: 3 clusters Score -99258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99278.351562 Penalty: 3193.125000
	Iteration 39Q: 3 clusters Score -99278.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99294.875000 Penalty: 3193.125000
	Iteration 40F: 3 clusters Score -99294.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99298.382812 Penalty: 3193.125000
	Iteration 41Q: 3 clusters Score -99298.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99302.875000 Penalty: 3193.125000
	Iteration 42Q: 3 clusters Score -99302.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99306.640625 Penalty: 3193.125000
	Iteration 43Q: 3 clusters Score -99306.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99313.226562 Penalty: 3193.125000
	Iteration 44Q: 3 clusters Score -99313.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99315.656250 Penalty: 3193.125000
	Iteration 45Q: 3 clusters Score -99315.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99322.195312 Penalty: 3193.125000
	Iteration 46Q: 3 clusters Score -99322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99322.195312 Penalty: 3193.125000
	Iteration 47F: 3 clusters Score -99322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46524.527344 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46524.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46630.597656 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46665.757812 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46665.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46677.847656 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46677.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46690.980469 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46690.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46698.050781 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46698.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46717.394531 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46717.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46724.601562 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -46724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46724.601562 Penalty: 2822.418457
	Iteration 8F: 3 clusters Score -46724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Entering Unmasked Estep 
Score: -6159765.000000 Penalty: 2582.962891
	Iteration 0F: 2 clusters Score -6159765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -6138092.000000 Penalty: 5165.925781
	Iteration 0F: 3 clusters Score -6138092 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -6146511.000000 Penalty: 5165.925781
	Iteration 1F: 3 clusters Score -6146511 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -6147209.000000 Penalty: 5165.925781
	Iteration 2F: 3 clusters Score -6147209 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -6148113.500000 Penalty: 5165.925781
	Iteration 3F: 3 clusters Score -6148114 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -6149128.000000 Penalty: 5165.925781
	Iteration 4F: 3 clusters Score -6149128 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -6150308.000000 Penalty: 5165.925781
	Iteration 5F: 3 clusters Score -6150308 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6151520.000000 Penalty: 5165.925781
	Iteration 6F: 3 clusters Score -6151520 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -6152848.000000 Penalty: 5165.925781
	Iteration 7F: 3 clusters Score -6152848 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6154184.000000 Penalty: 5165.925781
	Iteration 8F: 3 clusters Score -6154184 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6155583.000000 Penalty: 5165.925781
	Iteration 9Q: 3 clusters Score -6155583 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6156547.500000 Penalty: 5165.925781
	Iteration 10Q: 3 clusters Score -6156548 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -6156962.000000 Penalty: 5165.925781
	Iteration 11Q: 3 clusters Score -6156962 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -6157138.000000 Penalty: 5165.925781
	Iteration 12Q: 3 clusters Score -6157138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6157288.000000 Penalty: 5165.925781
	Iteration 13Q: 3 clusters Score -6157288 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -6157346.000000 Penalty: 5165.925781
	Iteration 14Q: 3 clusters Score -6157346 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -6157376.500000 Penalty: 5165.925781
	Iteration 15Q: 3 clusters Score -6157376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -6157417.500000 Penalty: 5165.925781
	Iteration 16Q: 3 clusters Score -6157418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -6157431.500000 Penalty: 5165.925781
	Iteration 17Q: 3 clusters Score -6157432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -6157468.500000 Penalty: 5165.925781
	Iteration 18Q: 3 clusters Score -6157468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6157488.000000 Penalty: 5165.925781
	Iteration 19Q: 3 clusters Score -6157488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -6157520.000000 Penalty: 5165.925781
	Iteration 20F: 3 clusters Score -6157520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6157565.500000 Penalty: 5165.925781
	Iteration 21Q: 3 clusters Score -6157566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -6157575.000000 Penalty: 5165.925781
	Iteration 22Q: 3 clusters Score -6157575 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6157587.000000 Penalty: 5165.925781
	Iteration 23Q: 3 clusters Score -6157587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6157613.000000 Penalty: 5165.925781
	Iteration 24Q: 3 clusters Score -6157613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -6157637.500000 Penalty: 5165.925781
	Iteration 25Q: 3 clusters Score -6157638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6157636.500000 Penalty: 5165.925781
	Iteration 26Q: 3 clusters Score -6157636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -6157656.000000 Penalty: 5165.925781
	Iteration 27Q: 3 clusters Score -6157656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -6157666.000000 Penalty: 5165.925781
	Iteration 28Q: 3 clusters Score -6157666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6157678.000000 Penalty: 5165.925781
	Iteration 29Q: 3 clusters Score -6157678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6157690.500000 Penalty: 5165.925781
	Iteration 30Q: 3 clusters Score -6157690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -6157691.000000 Penalty: 5165.925781
	Iteration 31Q: 3 clusters Score -6157691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -6157697.500000 Penalty: 5165.925781
	Iteration 32Q: 3 clusters Score -6157698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -6157703.500000 Penalty: 5165.925781
	Iteration 33Q: 3 clusters Score -6157704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -6157719.000000 Penalty: 5165.925781
	Iteration 34Q: 3 clusters Score -6157719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -6157725.500000 Penalty: 5165.925781
	Iteration 35Q: 3 clusters Score -6157726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6157739.000000 Penalty: 5165.925781
	Iteration 36Q: 3 clusters Score -6157739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -6157753.500000 Penalty: 5165.925781
	Iteration 37Q: 3 clusters Score -6157754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -6157758.000000 Penalty: 5165.925781
	Iteration 38Q: 3 clusters Score -6157758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6157765.000000 Penalty: 5165.925781
	Iteration 39Q: 3 clusters Score -6157765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -6157765.500000 Penalty: 5165.925781
	Iteration 40F: 3 clusters Score -6157766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6157765.500000 Penalty: 5165.925781
	Iteration 41Q: 3 clusters Score -6157766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6157762.000000 Penalty: 5165.925781
	Iteration 42Q: 3 clusters Score -6157762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6157762.500000 Penalty: 5165.925781
	Iteration 43Q: 3 clusters Score -6157762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6157768.000000 Penalty: 5165.925781
	Iteration 44Q: 3 clusters Score -6157768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -6157779.500000 Penalty: 5165.925781
	Iteration 45Q: 3 clusters Score -6157780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -6157768.000000 Penalty: 5165.925781
	Iteration 46Q: 3 clusters Score -6157768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -6157769.000000 Penalty: 5165.925781
	Iteration 47Q: 3 clusters Score -6157769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -6157774.000000 Penalty: 5165.925781
	Iteration 48Q: 3 clusters Score -6157774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6157769.500000 Penalty: 5165.925781
	Iteration 49Q: 3 clusters Score -6157770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6157769.500000 Penalty: 5165.925781
	Iteration 50F: 3 clusters Score -6157770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Entering Unmasked Estep 
Score: -5264582.000000 Penalty: 2541.653076
	Iteration 0F: 2 clusters Score -5264582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5247316.500000 Penalty: 5083.306152
	Iteration 0F: 3 clusters Score -5247316 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -5254184.000000 Penalty: 5083.306152
	Iteration 1F: 3 clusters Score -5254184 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5254638.000000 Penalty: 5083.306152
	Iteration 2Q: 3 clusters Score -5254638 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5255152.000000 Penalty: 5083.306152
	Iteration 3Q: 3 clusters Score -5255152 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5255669.500000 Penalty: 5083.306152
	Iteration 4Q: 3 clusters Score -5255670 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5256194.500000 Penalty: 5083.306152
	Iteration 5Q: 3 clusters Score -5256194 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5256896.000000 Penalty: 5083.306152
	Iteration 6Q: 3 clusters Score -5256896 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5257789.500000 Penalty: 5083.306152
	Iteration 7Q: 3 clusters Score -5257790 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5258936.500000 Penalty: 5083.306152
	Iteration 8F: 3 clusters Score -5258936 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5260058.500000 Penalty: 5083.306152
	Iteration 9F: 3 clusters Score -5260058 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5260943.000000 Penalty: 5083.306152
	Iteration 10F: 3 clusters Score -5260943 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5261501.000000 Penalty: 5083.306152
	Iteration 11Q: 3 clusters Score -5261501 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5261772.000000 Penalty: 5083.306152
	Iteration 12Q: 3 clusters Score -5261772 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5261992.000000 Penalty: 5083.306152
	Iteration 13Q: 3 clusters Score -5261992 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5262184.000000 Penalty: 5083.306152
	Iteration 14Q: 3 clusters Score -5262184 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5262292.500000 Penalty: 5083.306152
	Iteration 15Q: 3 clusters Score -5262292 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5262412.000000 Penalty: 5083.306152
	Iteration 16Q: 3 clusters Score -5262412 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5262488.500000 Penalty: 5083.306152
	Iteration 17Q: 3 clusters Score -5262488 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -5262564.000000 Penalty: 5083.306152
	Iteration 18Q: 3 clusters Score -5262564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5262672.000000 Penalty: 5083.306152
	Iteration 19Q: 3 clusters Score -5262672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5262734.000000 Penalty: 5083.306152
	Iteration 20F: 3 clusters Score -5262734 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5262764.000000 Penalty: 5083.306152
	Iteration 21Q: 3 clusters Score -5262764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5262787.500000 Penalty: 5083.306152
	Iteration 22Q: 3 clusters Score -5262788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5262825.000000 Penalty: 5083.306152
	Iteration 23Q: 3 clusters Score -5262825 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5262846.000000 Penalty: 5083.306152
	Iteration 24Q: 3 clusters Score -5262846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5262859.500000 Penalty: 5083.306152
	Iteration 25Q: 3 clusters Score -5262860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5262896.500000 Penalty: 5083.306152
	Iteration 26Q: 3 clusters Score -5262896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5262896.500000 Penalty: 5083.306152
	Iteration 27Q: 3 clusters Score -5262896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5262909.500000 Penalty: 5083.306152
	Iteration 28Q: 3 clusters Score -5262910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5262928.500000 Penalty: 5083.306152
	Iteration 29Q: 3 clusters Score -5262928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5262926.500000 Penalty: 5083.306152
	Iteration 30Q: 3 clusters Score -5262926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -5262940.000000 Penalty: 5083.306152
	Iteration 31Q: 3 clusters Score -5262940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -5262948.500000 Penalty: 5083.306152
	Iteration 32Q: 3 clusters Score -5262948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5262954.500000 Penalty: 5083.306152
	Iteration 33Q: 3 clusters Score -5262954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -5262965.000000 Penalty: 5083.306152
	Iteration 34Q: 3 clusters Score -5262965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5262964.000000 Penalty: 5083.306152
	Iteration 35Q: 3 clusters Score -5262964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5262963.000000 Penalty: 5083.306152
	Iteration 36Q: 3 clusters Score -5262963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5262971.500000 Penalty: 5083.306152
	Iteration 37Q: 3 clusters Score -5262972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5262964.000000 Penalty: 5083.306152
	Iteration 38Q: 3 clusters Score -5262964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5262974.000000 Penalty: 5083.306152
	Iteration 39Q: 3 clusters Score -5262974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5262972.500000 Penalty: 5083.306152
	Iteration 40F: 3 clusters Score -5262972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5262976.000000 Penalty: 5083.306152
	Iteration 41Q: 3 clusters Score -5262976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5262968.500000 Penalty: 5083.306152
	Iteration 42Q: 3 clusters Score -5262968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5262975.500000 Penalty: 5083.306152
	Iteration 43Q: 3 clusters Score -5262976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5262974.500000 Penalty: 5083.306152
	Iteration 44Q: 3 clusters Score -5262974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5262971.500000 Penalty: 5083.306152
	Iteration 45Q: 3 clusters Score -5262972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5262981.000000 Penalty: 5083.306152
	Iteration 46Q: 3 clusters Score -5262981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5262987.500000 Penalty: 5083.306152
	Iteration 47Q: 3 clusters Score -5262988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5262980.500000 Penalty: 5083.306152
	Iteration 48Q: 3 clusters Score -5262980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5262986.500000 Penalty: 5083.306152
	Iteration 49Q: 3 clusters Score -5262986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5262995.500000 Penalty: 5083.306152
	Iteration 50Q: 3 clusters Score -5262996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5262998.500000 Penalty: 5083.306152
	Iteration 51Q: 3 clusters Score -5262998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5262990.500000 Penalty: 5083.306152
	Iteration 52Q: 3 clusters Score -5262990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5262987.500000 Penalty: 5083.306152
	Iteration 53Q: 3 clusters Score -5262988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5262989.500000 Penalty: 5083.306152
	Iteration 54Q: 3 clusters Score -5262990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5262986.000000 Penalty: 5083.306152
	Iteration 55Q: 3 clusters Score -5262986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5262991.000000 Penalty: 5083.306152
	Iteration 56Q: 3 clusters Score -5262991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5262997.000000 Penalty: 5083.306152
	Iteration 57Q: 3 clusters Score -5262997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5263001.500000 Penalty: 5083.306152
	Iteration 58Q: 3 clusters Score -5263002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5263008.000000 Penalty: 5083.306152
	Iteration 59Q: 3 clusters Score -5263008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -5263011.500000 Penalty: 5083.306152
	Iteration 60F: 3 clusters Score -5263012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5263007.500000 Penalty: 5083.306152
	Iteration 61Q: 3 clusters Score -5263008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5263004.500000 Penalty: 5083.306152
	Iteration 62Q: 3 clusters Score -5263004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5263004.000000 Penalty: 5083.306152
	Iteration 63Q: 3 clusters Score -5263004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5262997.500000 Penalty: 5083.306152
	Iteration 64Q: 3 clusters Score -5262998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -5262997.500000 Penalty: 5083.306152
	Iteration 65F: 3 clusters Score -5262998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Entering Unmasked Estep 
Score: -4221947.000000 Penalty: 2478.209473
	Iteration 0F: 2 clusters Score -4221947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4210572.000000 Penalty: 4956.418945
	Iteration 0F: 3 clusters Score -4210572 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4215690.000000 Penalty: 4956.418945
	Iteration 1F: 3 clusters Score -4215690 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4216040.500000 Penalty: 4956.418945
	Iteration 2F: 3 clusters Score -4216040 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4216313.000000 Penalty: 4956.418945
	Iteration 3Q: 3 clusters Score -4216313 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4216529.000000 Penalty: 4956.418945
	Iteration 4Q: 3 clusters Score -4216529 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4216706.000000 Penalty: 4956.418945
	Iteration 5Q: 3 clusters Score -4216706 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4216904.000000 Penalty: 4956.418945
	Iteration 6Q: 3 clusters Score -4216904 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4217136.500000 Penalty: 4956.418945
	Iteration 7Q: 3 clusters Score -4217136 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4217360.500000 Penalty: 4956.418945
	Iteration 8Q: 3 clusters Score -4217360 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4217612.000000 Penalty: 4956.418945
	Iteration 9Q: 3 clusters Score -4217612 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4217976.500000 Penalty: 4956.418945
	Iteration 10Q: 3 clusters Score -4217976 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4218477.000000 Penalty: 4956.418945
	Iteration 11Q: 3 clusters Score -4218477 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4219236.000000 Penalty: 4956.418945
	Iteration 12F: 3 clusters Score -4219236 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4220168.000000 Penalty: 4956.418945
	Iteration 13F: 3 clusters Score -4220168 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4220617.000000 Penalty: 4956.418945
	Iteration 14F: 3 clusters Score -4220617 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4220394.500000 Penalty: 4956.418945
	Iteration 15F: 3 clusters Score -4220394 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4220131.500000 Penalty: 4956.418945
	Iteration 16Q: 3 clusters Score -4220132 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4220033.500000 Penalty: 4956.418945
	Iteration 17Q: 3 clusters Score -4220034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4220046.000000 Penalty: 4956.418945
	Iteration 18Q: 3 clusters Score -4220046 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4220085.000000 Penalty: 4956.418945
	Iteration 19Q: 3 clusters Score -4220085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4220104.500000 Penalty: 4956.418945
	Iteration 20F: 3 clusters Score -4220104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4220124.000000 Penalty: 4956.418945
	Iteration 21Q: 3 clusters Score -4220124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4220140.500000 Penalty: 4956.418945
	Iteration 22Q: 3 clusters Score -4220140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4220143.500000 Penalty: 4956.418945
	Iteration 23Q: 3 clusters Score -4220144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4220146.500000 Penalty: 4956.418945
	Iteration 24Q: 3 clusters Score -4220146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4220151.500000 Penalty: 4956.418945
	Iteration 25Q: 3 clusters Score -4220152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4220153.000000 Penalty: 4956.418945
	Iteration 26Q: 3 clusters Score -4220153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4220166.500000 Penalty: 4956.418945
	Iteration 27Q: 3 clusters Score -4220166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4220173.000000 Penalty: 4956.418945
	Iteration 28Q: 3 clusters Score -4220173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4220180.500000 Penalty: 4956.418945
	Iteration 29Q: 3 clusters Score -4220180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4220182.500000 Penalty: 4956.418945
	Iteration 30Q: 3 clusters Score -4220182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4220187.000000 Penalty: 4956.418945
	Iteration 31Q: 3 clusters Score -4220187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4220192.000000 Penalty: 4956.418945
	Iteration 32Q: 3 clusters Score -4220192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4220199.000000 Penalty: 4956.418945
	Iteration 33Q: 3 clusters Score -4220199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4220199.000000 Penalty: 4956.418945
	Iteration 34F: 3 clusters Score -4220199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Entering Unmasked Estep 
Score: -5799808.000000 Penalty: 2550.900391
	Iteration 0F: 2 clusters Score -5799808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5794651.500000 Penalty: 5101.800781
	Iteration 0F: 3 clusters Score -5794652 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5802089.500000 Penalty: 5101.800781
	Iteration 1F: 3 clusters Score -5802090 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5802630.500000 Penalty: 5101.800781
	Iteration 2F: 3 clusters Score -5802630 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -5803100.000000 Penalty: 5101.800781
	Iteration 3F: 3 clusters Score -5803100 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -5803397.500000 Penalty: 5101.800781
	Iteration 4Q: 3 clusters Score -5803398 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -5803614.500000 Penalty: 5101.800781
	Iteration 5F: 3 clusters Score -5803614 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5803930.000000 Penalty: 5101.800781
	Iteration 6F: 3 clusters Score -5803930 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5804681.500000 Penalty: 5101.800781
	Iteration 7F: 3 clusters Score -5804682 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5805777.000000 Penalty: 5101.800781
	Iteration 8F: 3 clusters Score -5805777 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5806740.000000 Penalty: 5101.800781
	Iteration 9F: 3 clusters Score -5806740 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -5807192.000000 Penalty: 5101.800781
	Iteration 10F: 3 clusters Score -5807192 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5807350.500000 Penalty: 5101.800781
	Iteration 11Q: 3 clusters Score -5807350 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5807615.500000 Penalty: 5101.800781
	Iteration 12Q: 3 clusters Score -5807616 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5807973.500000 Penalty: 5101.800781
	Iteration 13Q: 3 clusters Score -5807974 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5808276.000000 Penalty: 5101.800781
	Iteration 14Q: 3 clusters Score -5808276 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5808123.500000 Penalty: 5101.800781
	Iteration 15Q: 3 clusters Score -5808124 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -5806683.000000 Penalty: 5101.800781
	Iteration 16F: 3 clusters Score -5806683 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5805180.000000 Penalty: 5101.800781
	Iteration 17F: 3 clusters Score -5805180 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5803510.500000 Penalty: 5101.800781
	Iteration 18F: 3 clusters Score -5803510 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5802559.000000 Penalty: 5101.800781
	Iteration 19Q: 3 clusters Score -5802559 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5802008.500000 Penalty: 5101.800781
	Iteration 20F: 3 clusters Score -5802008 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5801724.000000 Penalty: 5101.800781
	Iteration 21Q: 3 clusters Score -5801724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5801607.500000 Penalty: 5101.800781
	Iteration 22Q: 3 clusters Score -5801608 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5801499.000000 Penalty: 5101.800781
	Iteration 23Q: 3 clusters Score -5801499 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5801485.000000 Penalty: 5101.800781
	Iteration 24Q: 3 clusters Score -5801485 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5801425.500000 Penalty: 5101.800781
	Iteration 25Q: 3 clusters Score -5801426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5801433.000000 Penalty: 5101.800781
	Iteration 26Q: 3 clusters Score -5801433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -5801440.000000 Penalty: 5101.800781
	Iteration 27Q: 3 clusters Score -5801440 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -5801483.000000 Penalty: 5101.800781
	Iteration 28Q: 3 clusters Score -5801483 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5801450.500000 Penalty: 5101.800781
	Iteration 29Q: 3 clusters Score -5801450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5801476.000000 Penalty: 5101.800781
	Iteration 30Q: 3 clusters Score -5801476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5801516.500000 Penalty: 5101.800781
	Iteration 31Q: 3 clusters Score -5801516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5801526.500000 Penalty: 5101.800781
	Iteration 32Q: 3 clusters Score -5801526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5801557.000000 Penalty: 5101.800781
	Iteration 33Q: 3 clusters Score -5801557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5801587.500000 Penalty: 5101.800781
	Iteration 34Q: 3 clusters Score -5801588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5801611.000000 Penalty: 5101.800781
	Iteration 35Q: 3 clusters Score -5801611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5801660.500000 Penalty: 5101.800781
	Iteration 36Q: 3 clusters Score -5801660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5801680.500000 Penalty: 5101.800781
	Iteration 37Q: 3 clusters Score -5801680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5801691.500000 Penalty: 5101.800781
	Iteration 38Q: 3 clusters Score -5801692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5801725.500000 Penalty: 5101.800781
	Iteration 39Q: 3 clusters Score -5801726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -5801790.000000 Penalty: 5101.800781
	Iteration 40F: 3 clusters Score -5801790 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5801874.500000 Penalty: 5101.800781
	Iteration 41Q: 3 clusters Score -5801874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5801921.000000 Penalty: 5101.800781
	Iteration 42Q: 3 clusters Score -5801921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5802009.000000 Penalty: 5101.800781
	Iteration 43Q: 3 clusters Score -5802009 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5802131.000000 Penalty: 5101.800781
	Iteration 44Q: 3 clusters Score -5802131 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5802240.500000 Penalty: 5101.800781
	Iteration 45Q: 3 clusters Score -5802240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5802447.500000 Penalty: 5101.800781
	Iteration 46Q: 3 clusters Score -5802448 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5802719.500000 Penalty: 5101.800781
	Iteration 47Q: 3 clusters Score -5802720 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -5803000.000000 Penalty: 5101.800781
	Iteration 48Q: 3 clusters Score -5803000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -5803299.000000 Penalty: 5101.800781
	Iteration 49Q: 3 clusters Score -5803299 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5803660.500000 Penalty: 5101.800781
	Iteration 50Q: 3 clusters Score -5803660 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5804034.500000 Penalty: 5101.800781
	Iteration 51Q: 3 clusters Score -5804034 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -5804435.500000 Penalty: 5101.800781
	Iteration 52Q: 3 clusters Score -5804436 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5804864.000000 Penalty: 5101.800781
	Iteration 53Q: 3 clusters Score -5804864 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5805306.500000 Penalty: 5101.800781
	Iteration 54Q: 3 clusters Score -5805306 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -5805673.500000 Penalty: 5101.800781
	Iteration 55Q: 3 clusters Score -5805674 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -5805988.500000 Penalty: 5101.800781
	Iteration 56Q: 3 clusters Score -5805988 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -5806244.500000 Penalty: 5101.800781
	Iteration 57Q: 3 clusters Score -5806244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -5806354.500000 Penalty: 5101.800781
	Iteration 58Q: 3 clusters Score -5806354 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -5806524.000000 Penalty: 5101.800781
	Iteration 59Q: 3 clusters Score -5806524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -5806707.000000 Penalty: 5101.800781
	Iteration 60F: 3 clusters Score -5806707 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5806927.000000 Penalty: 5101.800781
	Iteration 61Q: 3 clusters Score -5806927 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5807059.500000 Penalty: 5101.800781
	Iteration 62Q: 3 clusters Score -5807060 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5807103.500000 Penalty: 5101.800781
	Iteration 63Q: 3 clusters Score -5807104 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -5807103.000000 Penalty: 5101.800781
	Iteration 64Q: 3 clusters Score -5807103 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -5807058.000000 Penalty: 5101.800781
	Iteration 65Q: 3 clusters Score -5807058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -5807022.500000 Penalty: 5101.800781
	Iteration 66Q: 3 clusters Score -5807022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5806971.500000 Penalty: 5101.800781
	Iteration 67Q: 3 clusters Score -5806972 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5806920.000000 Penalty: 5101.800781
	Iteration 68Q: 3 clusters Score -5806920 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5806885.500000 Penalty: 5101.800781
	Iteration 69Q: 3 clusters Score -5806886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5806849.500000 Penalty: 5101.800781
	Iteration 70Q: 3 clusters Score -5806850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5806780.000000 Penalty: 5101.800781
	Iteration 71Q: 3 clusters Score -5806780 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5806753.000000 Penalty: 5101.800781
	Iteration 72Q: 3 clusters Score -5806753 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -5806706.500000 Penalty: 5101.800781
	Iteration 73Q: 3 clusters Score -5806706 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5806679.500000 Penalty: 5101.800781
	Iteration 74Q: 3 clusters Score -5806680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -5806657.500000 Penalty: 5101.800781
	Iteration 75Q: 3 clusters Score -5806658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5806632.000000 Penalty: 5101.800781
	Iteration 76Q: 3 clusters Score -5806632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -5806572.000000 Penalty: 5101.800781
	Iteration 77Q: 3 clusters Score -5806572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -5806554.000000 Penalty: 5101.800781
	Iteration 78Q: 3 clusters Score -5806554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -5806500.000000 Penalty: 5101.800781
	Iteration 79Q: 3 clusters Score -5806500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5806506.500000 Penalty: 5101.800781
	Iteration 80F: 3 clusters Score -5806506 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -5806511.000000 Penalty: 5101.800781
	Iteration 81Q: 3 clusters Score -5806511 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5806526.500000 Penalty: 5101.800781
	Iteration 82Q: 3 clusters Score -5806526 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -5806570.000000 Penalty: 5101.800781
	Iteration 83Q: 3 clusters Score -5806570 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5806610.000000 Penalty: 5101.800781
	Iteration 84Q: 3 clusters Score -5806610 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5806661.000000 Penalty: 5101.800781
	Iteration 85Q: 3 clusters Score -5806661 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -5806718.000000 Penalty: 5101.800781
	Iteration 86Q: 3 clusters Score -5806718 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5806714.000000 Penalty: 5101.800781
	Iteration 87Q: 3 clusters Score -5806714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -5806770.000000 Penalty: 5101.800781
	Iteration 88Q: 3 clusters Score -5806770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -5806818.000000 Penalty: 5101.800781
	Iteration 89Q: 3 clusters Score -5806818 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5806869.000000 Penalty: 5101.800781
	Iteration 90Q: 3 clusters Score -5806869 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -5806934.000000 Penalty: 5101.800781
	Iteration 91Q: 3 clusters Score -5806934 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5807034.500000 Penalty: 5101.800781
	Iteration 92Q: 3 clusters Score -5807034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -5807156.000000 Penalty: 5101.800781
	Iteration 93Q: 3 clusters Score -5807156 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -5807190.500000 Penalty: 5101.800781
	Iteration 94Q: 3 clusters Score -5807190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -5807233.000000 Penalty: 5101.800781
	Iteration 95Q: 3 clusters Score -5807233 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5807296.500000 Penalty: 5101.800781
	Iteration 96Q: 3 clusters Score -5807296 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5807329.500000 Penalty: 5101.800781
	Iteration 97Q: 3 clusters Score -5807330 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5807359.000000 Penalty: 5101.800781
	Iteration 98Q: 3 clusters Score -5807359 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -5807421.000000 Penalty: 5101.800781
	Iteration 99Q: 3 clusters Score -5807421 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5807478.500000 Penalty: 5101.800781
	Iteration 100F: 3 clusters Score -5807478 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -5807480.000000 Penalty: 5101.800781
	Iteration 101Q: 3 clusters Score -5807480 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5807477.500000 Penalty: 5101.800781
	Iteration 102Q: 3 clusters Score -5807478 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5807447.500000 Penalty: 5101.800781
	Iteration 103Q: 3 clusters Score -5807448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5807443.500000 Penalty: 5101.800781
	Iteration 104Q: 3 clusters Score -5807444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5807407.000000 Penalty: 5101.800781
	Iteration 105Q: 3 clusters Score -5807407 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5807454.000000 Penalty: 5101.800781
	Iteration 106Q: 3 clusters Score -5807454 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5807509.000000 Penalty: 5101.800781
	Iteration 107Q: 3 clusters Score -5807509 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5807571.000000 Penalty: 5101.800781
	Iteration 108Q: 3 clusters Score -5807571 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5807645.000000 Penalty: 5101.800781
	Iteration 109Q: 3 clusters Score -5807645 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5807692.000000 Penalty: 5101.800781
	Iteration 110Q: 3 clusters Score -5807692 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -5807803.500000 Penalty: 5101.800781
	Iteration 111Q: 3 clusters Score -5807804 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5807888.000000 Penalty: 5101.800781
	Iteration 112Q: 3 clusters Score -5807888 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5807970.500000 Penalty: 5101.800781
	Iteration 113Q: 3 clusters Score -5807970 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5808044.500000 Penalty: 5101.800781
	Iteration 114Q: 3 clusters Score -5808044 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -5808077.500000 Penalty: 5101.800781
	Iteration 115Q: 3 clusters Score -5808078 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5808122.500000 Penalty: 5101.800781
	Iteration 116Q: 3 clusters Score -5808122 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -5808112.000000 Penalty: 5101.800781
	Iteration 117Q: 3 clusters Score -5808112 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5808138.000000 Penalty: 5101.800781
	Iteration 118Q: 3 clusters Score -5808138 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5807637.000000 Penalty: 5101.800781
	Iteration 119Q: 3 clusters Score -5807637 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -5806545.000000 Penalty: 5101.800781
	Iteration 120F: 3 clusters Score -5806545 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5804518.000000 Penalty: 5101.800781
	Iteration 121F: 3 clusters Score -5804518 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5801875.500000 Penalty: 5101.800781
	Iteration 122F: 3 clusters Score -5801876 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5800424.000000 Penalty: 5101.800781
	Iteration 123F: 3 clusters Score -5800424 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5799799.000000 Penalty: 5101.800781
	Iteration 124Q: 3 clusters Score -5799799 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5799607.000000 Penalty: 5101.800781
	Iteration 125Q: 3 clusters Score -5799607 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5799536.000000 Penalty: 5101.800781
	Iteration 126Q: 3 clusters Score -5799536 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5799486.500000 Penalty: 5101.800781
	Iteration 127Q: 3 clusters Score -5799486 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5799486.000000 Penalty: 5101.800781
	Iteration 128Q: 3 clusters Score -5799486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5799482.000000 Penalty: 5101.800781
	Iteration 129Q: 3 clusters Score -5799482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5799462.000000 Penalty: 5101.800781
	Iteration 130Q: 3 clusters Score -5799462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5799412.500000 Penalty: 5101.800781
	Iteration 131Q: 3 clusters Score -5799412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5799376.500000 Penalty: 5101.800781
	Iteration 132Q: 3 clusters Score -5799376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5799320.000000 Penalty: 5101.800781
	Iteration 133Q: 3 clusters Score -5799320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5799318.500000 Penalty: 5101.800781
	Iteration 134Q: 3 clusters Score -5799318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5799311.000000 Penalty: 5101.800781
	Iteration 135Q: 3 clusters Score -5799311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5799288.000000 Penalty: 5101.800781
	Iteration 136Q: 3 clusters Score -5799288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5799277.500000 Penalty: 5101.800781
	Iteration 137Q: 3 clusters Score -5799278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5799240.000000 Penalty: 5101.800781
	Iteration 138Q: 3 clusters Score -5799240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5799237.500000 Penalty: 5101.800781
	Iteration 139Q: 3 clusters Score -5799238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5799232.000000 Penalty: 5101.800781
	Iteration 140F: 3 clusters Score -5799232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5799234.500000 Penalty: 5101.800781
	Iteration 141Q: 3 clusters Score -5799234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -5799229.500000 Penalty: 5101.800781
	Iteration 142Q: 3 clusters Score -5799230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5799235.000000 Penalty: 5101.800781
	Iteration 143Q: 3 clusters Score -5799235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5799221.000000 Penalty: 5101.800781
	Iteration 144Q: 3 clusters Score -5799221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5799216.000000 Penalty: 5101.800781
	Iteration 145Q: 3 clusters Score -5799216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -5799226.000000 Penalty: 5101.800781
	Iteration 146Q: 3 clusters Score -5799226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5799218.000000 Penalty: 5101.800781
	Iteration 147Q: 3 clusters Score -5799218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5799219.500000 Penalty: 5101.800781
	Iteration 148Q: 3 clusters Score -5799220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5799220.000000 Penalty: 5101.800781
	Iteration 149Q: 3 clusters Score -5799220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5799222.500000 Penalty: 5101.800781
	Iteration 150Q: 3 clusters Score -5799222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5799218.000000 Penalty: 5101.800781
	Iteration 151Q: 3 clusters Score -5799218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5799215.000000 Penalty: 5101.800781
	Iteration 152Q: 3 clusters Score -5799215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5799218.500000 Penalty: 5101.800781
	Iteration 153Q: 3 clusters Score -5799218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5799220.500000 Penalty: 5101.800781
	Iteration 154Q: 3 clusters Score -5799220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5799222.000000 Penalty: 5101.800781
	Iteration 155Q: 3 clusters Score -5799222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5799222.000000 Penalty: 5101.800781
	Iteration 156F: 3 clusters Score -5799222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -114473.476562 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -114473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -112895.804688 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -112895.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113403.320312 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -113403.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113820.671875 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -113820.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -114162.773438 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -114162.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114429.664062 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -114429.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114907.250000 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -114907.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115222.921875 Penalty: 3269.470215
	Iteration 6F: 3 clusters Score -115222.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -115348.757812 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -115348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115430.406250 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -115430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -115497.203125 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -115497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -115513.546875 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -115513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115516.343750 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -115516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115516.343750 Penalty: 3269.470215
	Iteration 12F: 3 clusters Score -115516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 29393 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 443 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 21183 members 
Mstep: Class 27 contains 5845 members 
Mstep: Class 28 contains 286 members 
Entering Unmasked Estep 
Score: -87148368.000000 Penalty: 90700.203125
Splitting cluster 24 changes total score from -87138688.000000 to -87148368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 25 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -193704.609375 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -193704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -191721.265625 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -191721.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -192154.187500 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -192154.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192436.531250 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -192436.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -192569.984375 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -192570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -192683.906250 Penalty: 3481.571045
	Iteration 4F: 3 clusters Score -192683.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -192788.296875 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -192788.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192901.656250 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -192901.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -192993.812500 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -192993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -193060.796875 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -193060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -193102.578125 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -193102.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193143.546875 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -193143.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193177.453125 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -193177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -193203.343750 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -193203.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -193216.343750 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -193216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -193230.921875 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -193230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -193244.343750 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -193244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -193252.843750 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -193252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -193265.312500 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -193265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -193272.875000 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -193272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -193278.093750 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -193278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -193283.281250 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -193283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193287.453125 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -193287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -193298.078125 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -193298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193302.015625 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -193302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193302.015625 Penalty: 3481.571045
	Iteration 24F: 3 clusters Score -193302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 41301 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 23744 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 23586 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22525 members 
Mstep: Class 13 contains 39226 members 
Mstep: Class 14 contains 21683 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 29393 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 21868 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 443 members 
Mstep: Class 25 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87156896.000000 Penalty: 90700.203125
Iteration 79Q: 29 clusters Score -8.71569e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 41823 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 41395 members 
Mstep: Class 5 contains 5757 members 
Mstep: Class 6 contains 27106 members 
Mstep: Class 7 contains 42979 members 
Mstep: Class 8 contains 265 members 
Mstep: Class 9 contains 23806 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22575 members 
Mstep: Class 13 contains 39162 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 5097 members 
Mstep: Class 17 contains 29388 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33357 members 
Mstep: Class 21 contains 28223 members 
Mstep: Class 22 contains 19631 members 
Mstep: Class 23 contains 27605 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 20291 members 
Mstep: Class 27 contains 5472 members 
Mstep: Class 28 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161624.000000 Penalty: 90700.203125
Iteration 80F: 29 clusters Score -8.716162e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 41231 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 40617 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 26299 members 
Mstep: Class 7 contains 42979 members 
Mstep: Class 8 contains 260 members 
Mstep: Class 9 contains 23491 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 22551 members 
Mstep: Class 13 contains 38967 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 20848 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 29249 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 28122 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 26753 members 
Mstep: Class 24 contains 509 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25663 members 
Mstep: Class 27 contains 6188 members 
Mstep: Class 28 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161312.000000 Penalty: 90700.203125
Iteration 81Q: 29 clusters Score -8.716131e+07 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 41059 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 40622 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 27074 members 
Mstep: Class 7 contains 42897 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 23090 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 22334 members 
Mstep: Class 13 contains 38712 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 21599 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 27953 members 
Mstep: Class 22 contains 19397 members 
Mstep: Class 23 contains 26292 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26884 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159152.000000 Penalty: 90700.203125
Iteration 82Q: 29 clusters Score -8.715915e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 40923 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 40426 members 
Mstep: Class 5 contains 5756 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 42756 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 22752 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22144 members 
Mstep: Class 13 contains 38503 members 
Mstep: Class 14 contains 16773 members 
Mstep: Class 15 contains 21834 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33378 members 
Mstep: Class 21 contains 27846 members 
Mstep: Class 22 contains 20133 members 
Mstep: Class 23 contains 26206 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26698 members 
Mstep: Class 27 contains 7081 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159192.000000 Penalty: 90700.203125
Iteration 83Q: 29 clusters Score -8.715919e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 40913 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 40484 members 
Mstep: Class 5 contains 5750 members 
Mstep: Class 6 contains 27788 members 
Mstep: Class 7 contains 42629 members 
Mstep: Class 8 contains 258 members 
Mstep: Class 9 contains 22425 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 21880 members 
Mstep: Class 13 contains 38304 members 
Mstep: Class 14 contains 16940 members 
Mstep: Class 15 contains 21907 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 17 contains 28604 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33386 members 
Mstep: Class 21 contains 27749 members 
Mstep: Class 22 contains 20612 members 
Mstep: Class 23 contains 26166 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26575 members 
Mstep: Class 27 contains 7455 members 
Mstep: Class 28 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158808.000000 Penalty: 90700.203125
Iteration 84Q: 29 clusters Score -8.715881e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40881 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 40432 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 28008 members 
Mstep: Class 7 contains 42480 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 21664 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 17222 members 
Mstep: Class 15 contains 21977 members 
Mstep: Class 16 contains 5020 members 
Mstep: Class 17 contains 28440 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33403 members 
Mstep: Class 21 contains 27696 members 
Mstep: Class 22 contains 20894 members 
Mstep: Class 23 contains 26131 members 
Mstep: Class 24 contains 546 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26485 members 
Mstep: Class 27 contains 7835 members 
Mstep: Class 28 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87158816.000000 Penalty: 90700.203125
Iteration 85Q: 29 clusters Score -8.715882e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40853 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 40457 members 
Mstep: Class 5 contains 5732 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 21982 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 21446 members 
Mstep: Class 13 contains 37914 members 
Mstep: Class 14 contains 17538 members 
Mstep: Class 15 contains 22031 members 
Mstep: Class 16 contains 5014 members 
Mstep: Class 17 contains 28304 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33388 members 
Mstep: Class 21 contains 27633 members 
Mstep: Class 22 contains 21057 members 
Mstep: Class 23 contains 26104 members 
Mstep: Class 24 contains 551 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26418 members 
Mstep: Class 27 contains 8192 members 
Mstep: Class 28 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159048.000000 Penalty: 90700.203125
Iteration 86Q: 29 clusters Score -8.715905e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40814 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 40389 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 42173 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 21775 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 21288 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 17844 members 
Mstep: Class 15 contains 22079 members 
Mstep: Class 16 contains 5012 members 
Mstep: Class 17 contains 28171 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 27595 members 
Mstep: Class 22 contains 21238 members 
Mstep: Class 23 contains 26120 members 
Mstep: Class 24 contains 557 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26373 members 
Mstep: Class 27 contains 8542 members 
Mstep: Class 28 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159248.000000 Penalty: 90700.203125
Iteration 87Q: 29 clusters Score -8.715925e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 40808 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 40400 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 28457 members 
Mstep: Class 7 contains 42029 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 21579 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 21128 members 
Mstep: Class 13 contains 37472 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 16 contains 5005 members 
Mstep: Class 17 contains 28056 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33382 members 
Mstep: Class 21 contains 27566 members 
Mstep: Class 22 contains 21429 members 
Mstep: Class 23 contains 26122 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26327 members 
Mstep: Class 27 contains 8882 members 
Mstep: Class 28 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159392.000000 Penalty: 90700.203125
Iteration 88Q: 29 clusters Score -8.715939e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 40788 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 40325 members 
Mstep: Class 5 contains 5702 members 
Mstep: Class 6 contains 28594 members 
Mstep: Class 7 contains 41892 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 21451 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 20946 members 
Mstep: Class 13 contains 37236 members 
Mstep: Class 14 contains 18449 members 
Mstep: Class 15 contains 22119 members 
Mstep: Class 16 contains 5009 members 
Mstep: Class 17 contains 27990 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 27515 members 
Mstep: Class 22 contains 21609 members 
Mstep: Class 23 contains 26093 members 
Mstep: Class 24 contains 561 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26227 members 
Mstep: Class 27 contains 9218 members 
Mstep: Class 28 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159656.000000 Penalty: 90700.203125
Iteration 89Q: 29 clusters Score -8.715966e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40756 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 40361 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 28650 members 
Mstep: Class 7 contains 41765 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 20774 members 
Mstep: Class 13 contains 36968 members 
Mstep: Class 14 contains 18902 members 
Mstep: Class 15 contains 22124 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 27971 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 27453 members 
Mstep: Class 22 contains 21728 members 
Mstep: Class 23 contains 26050 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 26080 members 
Mstep: Class 27 contains 9524 members 
Mstep: Class 28 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160288.000000 Penalty: 90700.203125
Iteration 90Q: 29 clusters Score -8.716029e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 40340 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 28668 members 
Mstep: Class 7 contains 41577 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 20616 members 
Mstep: Class 13 contains 36739 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 22183 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 27930 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33437 members 
Mstep: Class 21 contains 27426 members 
Mstep: Class 22 contains 21876 members 
Mstep: Class 23 contains 26010 members 
Mstep: Class 24 contains 562 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25876 members 
Mstep: Class 27 contains 9809 members 
Mstep: Class 28 contains 382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160728.000000 Penalty: 90700.203125
Iteration 91Q: 29 clusters Score -8.716073e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 40320 members 
Mstep: Class 5 contains 5695 members 
Mstep: Class 6 contains 28622 members 
Mstep: Class 7 contains 41401 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 21175 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 20423 members 
Mstep: Class 13 contains 36542 members 
Mstep: Class 14 contains 19995 members 
Mstep: Class 15 contains 22197 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 27882 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33465 members 
Mstep: Class 21 contains 27386 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 26020 members 
Mstep: Class 24 contains 564 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25642 members 
Mstep: Class 27 contains 10045 members 
Mstep: Class 28 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161208.000000 Penalty: 90700.203125
Iteration 92Q: 29 clusters Score -8.716121e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40666 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 40281 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 28590 members 
Mstep: Class 7 contains 41282 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 21105 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 20230 members 
Mstep: Class 13 contains 36316 members 
Mstep: Class 14 contains 20508 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 27868 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33484 members 
Mstep: Class 21 contains 27364 members 
Mstep: Class 22 contains 22173 members 
Mstep: Class 23 contains 26009 members 
Mstep: Class 24 contains 567 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25420 members 
Mstep: Class 27 contains 10303 members 
Mstep: Class 28 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161072.000000 Penalty: 90700.203125
Iteration 93Q: 29 clusters Score -8.716107e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 40242 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 28553 members 
Mstep: Class 7 contains 41132 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 21028 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 20085 members 
Mstep: Class 13 contains 36066 members 
Mstep: Class 14 contains 20872 members 
Mstep: Class 15 contains 22233 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 27878 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33523 members 
Mstep: Class 21 contains 27348 members 
Mstep: Class 22 contains 22323 members 
Mstep: Class 23 contains 26024 members 
Mstep: Class 24 contains 568 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25319 members 
Mstep: Class 27 contains 10542 members 
Mstep: Class 28 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161424.000000 Penalty: 90700.203125
Iteration 94Q: 29 clusters Score -8.716142e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 8058 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 41018 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20941 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19944 members 
Mstep: Class 13 contains 35783 members 
Mstep: Class 14 contains 21123 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 27905 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33598 members 
Mstep: Class 21 contains 27353 members 
Mstep: Class 22 contains 22393 members 
Mstep: Class 23 contains 26009 members 
Mstep: Class 24 contains 569 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25284 members 
Mstep: Class 27 contains 10759 members 
Mstep: Class 28 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161152.000000 Penalty: 90700.203125
Iteration 95Q: 29 clusters Score -8.716115e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 40199 members 
Mstep: Class 5 contains 5658 members 
Mstep: Class 6 contains 28546 members 
Mstep: Class 7 contains 40909 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20911 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19841 members 
Mstep: Class 13 contains 35517 members 
Mstep: Class 14 contains 21228 members 
Mstep: Class 15 contains 22273 members 
Mstep: Class 16 contains 5008 members 
Mstep: Class 17 contains 27885 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33686 members 
Mstep: Class 21 contains 27308 members 
Mstep: Class 22 contains 22548 members 
Mstep: Class 23 contains 26013 members 
Mstep: Class 24 contains 569 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25325 members 
Mstep: Class 27 contains 10969 members 
Mstep: Class 28 contains 402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161192.000000 Penalty: 90700.203125
Iteration 96Q: 29 clusters Score -8.716119e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 40218 members 
Mstep: Class 5 contains 5655 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 40766 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20880 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 35257 members 
Mstep: Class 14 contains 21282 members 
Mstep: Class 15 contains 22302 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 27894 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33800 members 
Mstep: Class 21 contains 27272 members 
Mstep: Class 22 contains 22631 members 
Mstep: Class 23 contains 25972 members 
Mstep: Class 24 contains 570 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25354 members 
Mstep: Class 27 contains 11166 members 
Mstep: Class 28 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161056.000000 Penalty: 90700.203125
Iteration 97Q: 29 clusters Score -8.716106e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40628 members 
Mstep: Class 3 contains 8082 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 28686 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20850 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19749 members 
Mstep: Class 13 contains 34965 members 
Mstep: Class 14 contains 21310 members 
Mstep: Class 15 contains 22307 members 
Mstep: Class 16 contains 5005 members 
Mstep: Class 17 contains 27932 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33912 members 
Mstep: Class 21 contains 27223 members 
Mstep: Class 22 contains 22715 members 
Mstep: Class 23 contains 25944 members 
Mstep: Class 24 contains 573 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25382 members 
Mstep: Class 27 contains 11369 members 
Mstep: Class 28 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87160864.000000 Penalty: 90700.203125
Iteration 98Q: 29 clusters Score -8.716086e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 40593 members 
Mstep: Class 3 contains 8106 members 
Mstep: Class 4 contains 40271 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 28739 members 
Mstep: Class 7 contains 40569 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20813 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 19753 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 14 contains 21367 members 
Mstep: Class 15 contains 22301 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 27968 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34012 members 
Mstep: Class 21 contains 27205 members 
Mstep: Class 22 contains 22730 members 
Mstep: Class 23 contains 25932 members 
Mstep: Class 24 contains 576 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25380 members 
Mstep: Class 27 contains 11569 members 
Mstep: Class 28 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161176.000000 Penalty: 90700.203125
Iteration 99Q: 29 clusters Score -8.716118e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40564 members 
Mstep: Class 3 contains 8118 members 
Mstep: Class 4 contains 40236 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 28740 members 
Mstep: Class 7 contains 40465 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 20821 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19814 members 
Mstep: Class 13 contains 34326 members 
Mstep: Class 14 contains 21400 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 4993 members 
Mstep: Class 17 contains 28037 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34056 members 
Mstep: Class 21 contains 27221 members 
Mstep: Class 22 contains 22751 members 
Mstep: Class 23 contains 25923 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 25425 members 
Mstep: Class 27 contains 11752 members 
Mstep: Class 28 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161416.000000 Penalty: 90700.203125
Iteration 100F: 29 clusters Score -8.716142e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 40504 members 
Mstep: Class 3 contains 8134 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 40345 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 20766 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19762 members 
Mstep: Class 13 contains 33985 members 
Mstep: Class 14 contains 21386 members 
Mstep: Class 15 contains 22319 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 28169 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34056 members 
Mstep: Class 21 contains 27251 members 
Mstep: Class 22 contains 22929 members 
Mstep: Class 23 contains 25890 members 
Mstep: Class 24 contains 585 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25476 members 
Mstep: Class 27 contains 11974 members 
Mstep: Class 28 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161752.000000 Penalty: 90700.203125
Iteration 101Q: 29 clusters Score -8.716175e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40487 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 40253 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 28789 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 249 members 
Mstep: Class 9 contains 20723 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19710 members 
Mstep: Class 13 contains 33625 members 
Mstep: Class 14 contains 21370 members 
Mstep: Class 15 contains 22326 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 28339 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 34033 members 
Mstep: Class 21 contains 27266 members 
Mstep: Class 22 contains 23019 members 
Mstep: Class 23 contains 25836 members 
Mstep: Class 24 contains 589 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25537 members 
Mstep: Class 27 contains 12255 members 
Mstep: Class 28 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162056.000000 Penalty: 90700.203125
Iteration 102Q: 29 clusters Score -8.716206e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 40466 members 
Mstep: Class 3 contains 8179 members 
Mstep: Class 4 contains 40274 members 
Mstep: Class 5 contains 5596 members 
Mstep: Class 6 contains 28842 members 
Mstep: Class 7 contains 40164 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20681 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19720 members 
Mstep: Class 13 contains 33278 members 
Mstep: Class 14 contains 21350 members 
Mstep: Class 15 contains 22329 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 28501 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33993 members 
Mstep: Class 21 contains 27278 members 
Mstep: Class 22 contains 23018 members 
Mstep: Class 23 contains 25816 members 
Mstep: Class 24 contains 593 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25575 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162128.000000 Penalty: 90700.203125
Iteration 103Q: 29 clusters Score -8.716213e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40446 members 
Mstep: Class 3 contains 8197 members 
Mstep: Class 4 contains 40261 members 
Mstep: Class 5 contains 5590 members 
Mstep: Class 6 contains 28863 members 
Mstep: Class 7 contains 40069 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 19753 members 
Mstep: Class 13 contains 32900 members 
Mstep: Class 14 contains 21330 members 
Mstep: Class 15 contains 22381 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 28682 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33949 members 
Mstep: Class 21 contains 27295 members 
Mstep: Class 22 contains 23021 members 
Mstep: Class 23 contains 25775 members 
Mstep: Class 24 contains 595 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25609 members 
Mstep: Class 27 contains 12789 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162296.000000 Penalty: 90700.203125
Iteration 104Q: 29 clusters Score -8.71623e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 40444 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 40272 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 28862 members 
Mstep: Class 7 contains 40029 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20654 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 32523 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 22416 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 28834 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33873 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 23037 members 
Mstep: Class 23 contains 25751 members 
Mstep: Class 24 contains 598 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25644 members 
Mstep: Class 27 contains 13029 members 
Mstep: Class 28 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162736.000000 Penalty: 90700.203125
Iteration 105Q: 29 clusters Score -8.716274e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40466 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 40298 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 28839 members 
Mstep: Class 7 contains 39941 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20649 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19736 members 
Mstep: Class 13 contains 32127 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 22440 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 29008 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33800 members 
Mstep: Class 21 contains 27362 members 
Mstep: Class 22 contains 23090 members 
Mstep: Class 23 contains 25742 members 
Mstep: Class 24 contains 604 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25645 members 
Mstep: Class 27 contains 13263 members 
Mstep: Class 28 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162720.000000 Penalty: 90700.203125
Iteration 106Q: 29 clusters Score -8.716272e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40469 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 40264 members 
Mstep: Class 5 contains 5561 members 
Mstep: Class 6 contains 28824 members 
Mstep: Class 7 contains 39863 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20630 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 31774 members 
Mstep: Class 14 contains 21400 members 
Mstep: Class 15 contains 22485 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 29205 members 
Mstep: Class 18 contains 597 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33708 members 
Mstep: Class 21 contains 27402 members 
Mstep: Class 22 contains 23132 members 
Mstep: Class 23 contains 25711 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25649 members 
Mstep: Class 27 contains 13496 members 
Mstep: Class 28 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162848.000000 Penalty: 90700.203125
Iteration 107Q: 29 clusters Score -8.716285e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40463 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 40296 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 28802 members 
Mstep: Class 7 contains 39792 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20626 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 31433 members 
Mstep: Class 14 contains 21442 members 
Mstep: Class 15 contains 22466 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 29365 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33628 members 
Mstep: Class 21 contains 27427 members 
Mstep: Class 22 contains 23185 members 
Mstep: Class 23 contains 25690 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25650 members 
Mstep: Class 27 contains 13757 members 
Mstep: Class 28 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163056.000000 Penalty: 90700.203125
Iteration 108Q: 29 clusters Score -8.716306e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40476 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 40300 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 28771 members 
Mstep: Class 7 contains 39782 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20628 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19658 members 
Mstep: Class 13 contains 31088 members 
Mstep: Class 14 contains 21432 members 
Mstep: Class 15 contains 22494 members 
Mstep: Class 16 contains 4995 members 
Mstep: Class 17 contains 29528 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33532 members 
Mstep: Class 21 contains 27429 members 
Mstep: Class 22 contains 23266 members 
Mstep: Class 23 contains 25650 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25682 members 
Mstep: Class 27 contains 14003 members 
Mstep: Class 28 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162856.000000 Penalty: 90700.203125
Iteration 109Q: 29 clusters Score -8.716286e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 40443 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 40284 members 
Mstep: Class 5 contains 5534 members 
Mstep: Class 6 contains 28758 members 
Mstep: Class 7 contains 39711 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20661 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19632 members 
Mstep: Class 13 contains 30771 members 
Mstep: Class 14 contains 21436 members 
Mstep: Class 15 contains 22521 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 29701 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33471 members 
Mstep: Class 21 contains 27421 members 
Mstep: Class 22 contains 23320 members 
Mstep: Class 23 contains 25628 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25695 members 
Mstep: Class 27 contains 14258 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163000.000000 Penalty: 90700.203125
Iteration 110Q: 29 clusters Score -8.7163e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40421 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 40302 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 28738 members 
Mstep: Class 7 contains 39623 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20695 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19586 members 
Mstep: Class 13 contains 30492 members 
Mstep: Class 14 contains 21450 members 
Mstep: Class 15 contains 22558 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 29894 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 27396 members 
Mstep: Class 22 contains 23361 members 
Mstep: Class 23 contains 25589 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25723 members 
Mstep: Class 27 contains 14465 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87162904.000000 Penalty: 90700.203125
Iteration 111Q: 29 clusters Score -8.71629e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 40424 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 40293 members 
Mstep: Class 5 contains 5538 members 
Mstep: Class 6 contains 28723 members 
Mstep: Class 7 contains 39522 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20693 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 30209 members 
Mstep: Class 14 contains 21487 members 
Mstep: Class 15 contains 22632 members 
Mstep: Class 16 contains 4977 members 
Mstep: Class 17 contains 30104 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33336 members 
Mstep: Class 21 contains 27387 members 
Mstep: Class 22 contains 23367 members 
Mstep: Class 23 contains 25545 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25732 members 
Mstep: Class 27 contains 14679 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163008.000000 Penalty: 90700.203125
Iteration 112Q: 29 clusters Score -8.716301e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40415 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 40345 members 
Mstep: Class 5 contains 5537 members 
Mstep: Class 6 contains 28697 members 
Mstep: Class 7 contains 39395 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20682 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19500 members 
Mstep: Class 13 contains 29924 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 22661 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 30304 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33274 members 
Mstep: Class 21 contains 27416 members 
Mstep: Class 22 contains 23419 members 
Mstep: Class 23 contains 25517 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25747 members 
Mstep: Class 27 contains 14889 members 
Mstep: Class 28 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163264.000000 Penalty: 90700.203125
Iteration 113Q: 29 clusters Score -8.716326e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 40401 members 
Mstep: Class 3 contains 8353 members 
Mstep: Class 4 contains 40307 members 
Mstep: Class 5 contains 5529 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 39318 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20658 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19476 members 
Mstep: Class 13 contains 29680 members 
Mstep: Class 14 contains 21513 members 
Mstep: Class 15 contains 22697 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 30473 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33212 members 
Mstep: Class 21 contains 27441 members 
Mstep: Class 22 contains 23432 members 
Mstep: Class 23 contains 25505 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25797 members 
Mstep: Class 27 contains 15109 members 
Mstep: Class 28 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163680.000000 Penalty: 90700.203125
Iteration 114Q: 29 clusters Score -8.716368e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 4 contains 40361 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 28660 members 
Mstep: Class 7 contains 39291 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20614 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19450 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 4967 members 
Mstep: Class 17 contains 30600 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33151 members 
Mstep: Class 21 contains 27459 members 
Mstep: Class 22 contains 23435 members 
Mstep: Class 23 contains 25474 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25808 members 
Mstep: Class 27 contains 15314 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163848.000000 Penalty: 90700.203125
Iteration 115Q: 29 clusters Score -8.716385e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40383 members 
Mstep: Class 3 contains 8369 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 28642 members 
Mstep: Class 7 contains 39275 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20578 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19433 members 
Mstep: Class 13 contains 29258 members 
Mstep: Class 14 contains 21533 members 
Mstep: Class 15 contains 22709 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 30709 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33089 members 
Mstep: Class 21 contains 27462 members 
Mstep: Class 22 contains 23459 members 
Mstep: Class 23 contains 25465 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25819 members 
Mstep: Class 27 contains 15552 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163872.000000 Penalty: 90700.203125
Iteration 116Q: 29 clusters Score -8.716387e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 40375 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 40340 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 28607 members 
Mstep: Class 7 contains 39198 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20567 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19419 members 
Mstep: Class 13 contains 29094 members 
Mstep: Class 14 contains 21545 members 
Mstep: Class 15 contains 22686 members 
Mstep: Class 16 contains 4954 members 
Mstep: Class 17 contains 30827 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 33025 members 
Mstep: Class 21 contains 27449 members 
Mstep: Class 22 contains 23496 members 
Mstep: Class 23 contains 25477 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25823 members 
Mstep: Class 27 contains 15769 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87163976.000000 Penalty: 90700.203125
Iteration 117Q: 29 clusters Score -8.716398e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 40380 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 40288 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 28603 members 
Mstep: Class 7 contains 39122 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20541 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19418 members 
Mstep: Class 13 contains 28944 members 
Mstep: Class 14 contains 21551 members 
Mstep: Class 15 contains 22692 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 30922 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32954 members 
Mstep: Class 21 contains 27476 members 
Mstep: Class 22 contains 23539 members 
Mstep: Class 23 contains 25425 members 
Mstep: Class 24 contains 623 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25828 members 
Mstep: Class 27 contains 16016 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87164184.000000 Penalty: 90700.203125
Iteration 118Q: 29 clusters Score -8.716418e+07 nChanged 2316
Entering ConstructFrom: 
Score: -87164184.000000 Penalty: 90700.203125
Entering ConstructFrom: 
Trying to split cluster 1 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -491733.781250 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -491733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -488605.093750 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -488605.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -489307.250000 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -489307.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -489539.031250 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -489539 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -489744.875000 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -489744.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -489978.312500 Penalty: 3942.048584
	Iteration 4F: 3 clusters Score -489978.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -490245.531250 Penalty: 3942.048584
	Iteration 5F: 3 clusters Score -490245.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -490538.250000 Penalty: 3942.048584
	Iteration 6F: 3 clusters Score -490538.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -490877.093750 Penalty: 3942.048584
	Iteration 7F: 3 clusters Score -490877.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -491193.625000 Penalty: 3942.048584
	Iteration 8F: 3 clusters Score -491193.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -491405.406250 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -491405.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -491529.531250 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -491529.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -491610.531250 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -491610.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -491647.093750 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -491647.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -491666.343750 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -491666.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -491684.000000 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -491684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -491693.500000 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -491693.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -491700.343750 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -491700.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -491707.375000 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -491707.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -491711.906250 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -491711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -491714.406250 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -491714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -491716.843750 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -491716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -491718.687500 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -491718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -491719.718750 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -491719.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -491723.031250 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -491723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -491723.125000 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -491723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -491723.593750 Penalty: 3942.048584
	Iteration 25Q: 3 clusters Score -491723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -491724.687500 Penalty: 3942.048584
	Iteration 26Q: 3 clusters Score -491724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -491726.125000 Penalty: 3942.048584
	Iteration 27Q: 3 clusters Score -491726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -491728.562500 Penalty: 3942.048584
	Iteration 28Q: 3 clusters Score -491728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -491730.312500 Penalty: 3942.048584
	Iteration 29Q: 3 clusters Score -491730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -491730.281250 Penalty: 3942.048584
	Iteration 30Q: 3 clusters Score -491730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -491731.156250 Penalty: 3942.048584
	Iteration 31Q: 3 clusters Score -491731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -491731.906250 Penalty: 3942.048584
	Iteration 32Q: 3 clusters Score -491731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -491731.906250 Penalty: 3942.048584
	Iteration 33F: 3 clusters Score -491731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Entering Unmasked Estep 
Score: -7550179.500000 Penalty: 2630.267334
	Iteration 0F: 2 clusters Score -7550180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -7528308.000000 Penalty: 5260.534668
	Iteration 0F: 3 clusters Score -7528308 nChanged 18551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -7538517.500000 Penalty: 5260.534668
	Iteration 1F: 3 clusters Score -7538518 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7539070.500000 Penalty: 5260.534668
	Iteration 2F: 3 clusters Score -7539070 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -7539756.000000 Penalty: 5260.534668
	Iteration 3F: 3 clusters Score -7539756 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -7540689.500000 Penalty: 5260.534668
	Iteration 4F: 3 clusters Score -7540690 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -7541797.000000 Penalty: 5260.534668
	Iteration 5F: 3 clusters Score -7541797 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7543348.500000 Penalty: 5260.534668
	Iteration 6F: 3 clusters Score -7543348 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7545142.000000 Penalty: 5260.534668
	Iteration 7F: 3 clusters Score -7545142 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -7546644.000000 Penalty: 5260.534668
	Iteration 8F: 3 clusters Score -7546644 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -7547392.000000 Penalty: 5260.534668
	Iteration 9Q: 3 clusters Score -7547392 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -7547774.500000 Penalty: 5260.534668
	Iteration 10Q: 3 clusters Score -7547774 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -7547980.500000 Penalty: 5260.534668
	Iteration 11Q: 3 clusters Score -7547980 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -7548009.000000 Penalty: 5260.534668
	Iteration 12Q: 3 clusters Score -7548009 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -7548002.500000 Penalty: 5260.534668
	Iteration 13Q: 3 clusters Score -7548002 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7548032.500000 Penalty: 5260.534668
	Iteration 14Q: 3 clusters Score -7548032 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7548052.000000 Penalty: 5260.534668
	Iteration 15Q: 3 clusters Score -7548052 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -7548099.000000 Penalty: 5260.534668
	Iteration 16Q: 3 clusters Score -7548099 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -7548137.500000 Penalty: 5260.534668
	Iteration 17Q: 3 clusters Score -7548138 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -7548242.000000 Penalty: 5260.534668
	Iteration 18Q: 3 clusters Score -7548242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -7548353.000000 Penalty: 5260.534668
	Iteration 19Q: 3 clusters Score -7548353 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -7548404.000000 Penalty: 5260.534668
	Iteration 20F: 3 clusters Score -7548404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -7548432.500000 Penalty: 5260.534668
	Iteration 21Q: 3 clusters Score -7548432 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -7548439.500000 Penalty: 5260.534668
	Iteration 22Q: 3 clusters Score -7548440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -7548440.000000 Penalty: 5260.534668
	Iteration 23Q: 3 clusters Score -7548440 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -7548472.500000 Penalty: 5260.534668
	Iteration 24Q: 3 clusters Score -7548472 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -7548517.500000 Penalty: 5260.534668
	Iteration 25Q: 3 clusters Score -7548518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7548579.500000 Penalty: 5260.534668
	Iteration 26Q: 3 clusters Score -7548580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -7548608.000000 Penalty: 5260.534668
	Iteration 27Q: 3 clusters Score -7548608 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -7548614.500000 Penalty: 5260.534668
	Iteration 28Q: 3 clusters Score -7548614 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -7548670.000000 Penalty: 5260.534668
	Iteration 29Q: 3 clusters Score -7548670 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -7548692.000000 Penalty: 5260.534668
	Iteration 30Q: 3 clusters Score -7548692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -7548720.500000 Penalty: 5260.534668
	Iteration 31Q: 3 clusters Score -7548720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7548721.000000 Penalty: 5260.534668
	Iteration 32Q: 3 clusters Score -7548721 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -7548734.500000 Penalty: 5260.534668
	Iteration 33Q: 3 clusters Score -7548734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7548733.000000 Penalty: 5260.534668
	Iteration 34Q: 3 clusters Score -7548733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -7548738.000000 Penalty: 5260.534668
	Iteration 35Q: 3 clusters Score -7548738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -7548748.000000 Penalty: 5260.534668
	Iteration 36Q: 3 clusters Score -7548748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7548751.000000 Penalty: 5260.534668
	Iteration 37Q: 3 clusters Score -7548751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -7548764.500000 Penalty: 5260.534668
	Iteration 38Q: 3 clusters Score -7548764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -7548765.500000 Penalty: 5260.534668
	Iteration 39Q: 3 clusters Score -7548766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -7548775.000000 Penalty: 5260.534668
	Iteration 40F: 3 clusters Score -7548775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7548782.000000 Penalty: 5260.534668
	Iteration 41Q: 3 clusters Score -7548782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -7548781.500000 Penalty: 5260.534668
	Iteration 42Q: 3 clusters Score -7548782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -7548759.500000 Penalty: 5260.534668
	Iteration 43Q: 3 clusters Score -7548760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7548763.500000 Penalty: 5260.534668
	Iteration 44Q: 3 clusters Score -7548764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7548755.000000 Penalty: 5260.534668
	Iteration 45Q: 3 clusters Score -7548755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -7548770.500000 Penalty: 5260.534668
	Iteration 46Q: 3 clusters Score -7548770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -7548761.000000 Penalty: 5260.534668
	Iteration 47Q: 3 clusters Score -7548761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7548768.500000 Penalty: 5260.534668
	Iteration 48Q: 3 clusters Score -7548768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -7548776.000000 Penalty: 5260.534668
	Iteration 49Q: 3 clusters Score -7548776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -7548775.000000 Penalty: 5260.534668
	Iteration 50Q: 3 clusters Score -7548775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7548769.500000 Penalty: 5260.534668
	Iteration 51Q: 3 clusters Score -7548770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -7548770.000000 Penalty: 5260.534668
	Iteration 52Q: 3 clusters Score -7548770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7548787.500000 Penalty: 5260.534668
	Iteration 53Q: 3 clusters Score -7548788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -7548775.500000 Penalty: 5260.534668
	Iteration 54Q: 3 clusters Score -7548776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -7548792.500000 Penalty: 5260.534668
	Iteration 55Q: 3 clusters Score -7548792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7548786.500000 Penalty: 5260.534668
	Iteration 56Q: 3 clusters Score -7548786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -7548785.000000 Penalty: 5260.534668
	Iteration 57Q: 3 clusters Score -7548785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7548782.000000 Penalty: 5260.534668
	Iteration 58Q: 3 clusters Score -7548782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7548773.500000 Penalty: 5260.534668
	Iteration 59Q: 3 clusters Score -7548774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -7548787.000000 Penalty: 5260.534668
	Iteration 60F: 3 clusters Score -7548787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7548795.000000 Penalty: 5260.534668
	Iteration 61Q: 3 clusters Score -7548795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -7548787.000000 Penalty: 5260.534668
	Iteration 62Q: 3 clusters Score -7548787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -7548788.500000 Penalty: 5260.534668
	Iteration 63Q: 3 clusters Score -7548788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -7548797.500000 Penalty: 5260.534668
	Iteration 64Q: 3 clusters Score -7548798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -7548785.000000 Penalty: 5260.534668
	Iteration 65Q: 3 clusters Score -7548785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7548785.000000 Penalty: 5260.534668
	Iteration 66Q: 3 clusters Score -7548785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -7548790.000000 Penalty: 5260.534668
	Iteration 67Q: 3 clusters Score -7548790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7548796.500000 Penalty: 5260.534668
	Iteration 68Q: 3 clusters Score -7548796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7548799.000000 Penalty: 5260.534668
	Iteration 69Q: 3 clusters Score -7548799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -7548806.000000 Penalty: 5260.534668
	Iteration 70Q: 3 clusters Score -7548806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7548800.000000 Penalty: 5260.534668
	Iteration 71Q: 3 clusters Score -7548800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7548798.500000 Penalty: 5260.534668
	Iteration 72Q: 3 clusters Score -7548798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7548798.500000 Penalty: 5260.534668
	Iteration 73F: 3 clusters Score -7548798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Entering Unmasked Estep 
Score: -1521074.500000 Penalty: 2240.658936
	Iteration 0F: 2 clusters Score -1521074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1514460.250000 Penalty: 4481.317871
	Iteration 0F: 3 clusters Score -1514460 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1516762.500000 Penalty: 4481.317871
	Iteration 1F: 3 clusters Score -1516762 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1517292.875000 Penalty: 4481.317871
	Iteration 2F: 3 clusters Score -1517293 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1517683.375000 Penalty: 4481.317871
	Iteration 3F: 3 clusters Score -1517683 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1517928.625000 Penalty: 4481.317871
	Iteration 4F: 3 clusters Score -1517929 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1518132.875000 Penalty: 4481.317871
	Iteration 5Q: 3 clusters Score -1518133 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1518317.750000 Penalty: 4481.317871
	Iteration 6Q: 3 clusters Score -1518318 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1518503.125000 Penalty: 4481.317871
	Iteration 7Q: 3 clusters Score -1518503 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1518710.000000 Penalty: 4481.317871
	Iteration 8Q: 3 clusters Score -1518710 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1518905.625000 Penalty: 4481.317871
	Iteration 9Q: 3 clusters Score -1518906 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1519127.875000 Penalty: 4481.317871
	Iteration 10Q: 3 clusters Score -1519128 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1519398.500000 Penalty: 4481.317871
	Iteration 11Q: 3 clusters Score -1519398 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1519671.250000 Penalty: 4481.317871
	Iteration 12Q: 3 clusters Score -1519671 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1519891.750000 Penalty: 4481.317871
	Iteration 13Q: 3 clusters Score -1519892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1520059.500000 Penalty: 4481.317871
	Iteration 14Q: 3 clusters Score -1520060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1520200.625000 Penalty: 4481.317871
	Iteration 15Q: 3 clusters Score -1520201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1520277.250000 Penalty: 4481.317871
	Iteration 16Q: 3 clusters Score -1520277 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1520319.000000 Penalty: 4481.317871
	Iteration 17Q: 3 clusters Score -1520319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1520336.875000 Penalty: 4481.317871
	Iteration 18Q: 3 clusters Score -1520337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1520348.500000 Penalty: 4481.317871
	Iteration 19Q: 3 clusters Score -1520348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1520356.250000 Penalty: 4481.317871
	Iteration 20F: 3 clusters Score -1520356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1520362.500000 Penalty: 4481.317871
	Iteration 21Q: 3 clusters Score -1520362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1520363.875000 Penalty: 4481.317871
	Iteration 22Q: 3 clusters Score -1520364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1520368.250000 Penalty: 4481.317871
	Iteration 23Q: 3 clusters Score -1520368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1520372.250000 Penalty: 4481.317871
	Iteration 24Q: 3 clusters Score -1520372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1520376.750000 Penalty: 4481.317871
	Iteration 25Q: 3 clusters Score -1520377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1520375.250000 Penalty: 4481.317871
	Iteration 26Q: 3 clusters Score -1520375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1520379.750000 Penalty: 4481.317871
	Iteration 27Q: 3 clusters Score -1520380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1520379.500000 Penalty: 4481.317871
	Iteration 28Q: 3 clusters Score -1520380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1520381.875000 Penalty: 4481.317871
	Iteration 29Q: 3 clusters Score -1520382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1520380.000000 Penalty: 4481.317871
	Iteration 30Q: 3 clusters Score -1520380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1520380.000000 Penalty: 4481.317871
	Iteration 31F: 3 clusters Score -1520380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Entering Unmasked Estep 
Score: -7513175.500000 Penalty: 2629.923096
	Iteration 0F: 2 clusters Score -7513176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -7489022.500000 Penalty: 5259.846191
	Iteration 0F: 3 clusters Score -7489022 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7499135.000000 Penalty: 5259.846191
	Iteration 1F: 3 clusters Score -7499135 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -7499745.000000 Penalty: 5259.846191
	Iteration 2F: 3 clusters Score -7499745 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7500301.500000 Penalty: 5259.846191
	Iteration 3Q: 3 clusters Score -7500302 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -7500811.000000 Penalty: 5259.846191
	Iteration 4Q: 3 clusters Score -7500811 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -7501333.000000 Penalty: 5259.846191
	Iteration 5Q: 3 clusters Score -7501333 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -7501980.000000 Penalty: 5259.846191
	Iteration 6Q: 3 clusters Score -7501980 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7502781.000000 Penalty: 5259.846191
	Iteration 7Q: 3 clusters Score -7502781 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7503830.000000 Penalty: 5259.846191
	Iteration 8Q: 3 clusters Score -7503830 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7504994.500000 Penalty: 5259.846191
	Iteration 9F: 3 clusters Score -7504994 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -7506173.000000 Penalty: 5259.846191
	Iteration 10Q: 3 clusters Score -7506173 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7506969.500000 Penalty: 5259.846191
	Iteration 11Q: 3 clusters Score -7506970 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -7507258.000000 Penalty: 5259.846191
	Iteration 12Q: 3 clusters Score -7507258 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7507423.000000 Penalty: 5259.846191
	Iteration 13Q: 3 clusters Score -7507423 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7507485.000000 Penalty: 5259.846191
	Iteration 14Q: 3 clusters Score -7507485 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -7507504.500000 Penalty: 5259.846191
	Iteration 15Q: 3 clusters Score -7507504 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -7507522.000000 Penalty: 5259.846191
	Iteration 16Q: 3 clusters Score -7507522 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -7507564.000000 Penalty: 5259.846191
	Iteration 17Q: 3 clusters Score -7507564 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -7507626.000000 Penalty: 5259.846191
	Iteration 18Q: 3 clusters Score -7507626 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7507662.000000 Penalty: 5259.846191
	Iteration 19Q: 3 clusters Score -7507662 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -7507683.500000 Penalty: 5259.846191
	Iteration 20F: 3 clusters Score -7507684 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -7507751.000000 Penalty: 5259.846191
	Iteration 21Q: 3 clusters Score -7507751 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -7507725.000000 Penalty: 5259.846191
	Iteration 22Q: 3 clusters Score -7507725 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -7507681.500000 Penalty: 5259.846191
	Iteration 23Q: 3 clusters Score -7507682 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7507647.500000 Penalty: 5259.846191
	Iteration 24Q: 3 clusters Score -7507648 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -7507604.000000 Penalty: 5259.846191
	Iteration 25Q: 3 clusters Score -7507604 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -7507602.500000 Penalty: 5259.846191
	Iteration 26Q: 3 clusters Score -7507602 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7507627.500000 Penalty: 5259.846191
	Iteration 27Q: 3 clusters Score -7507628 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -7507650.500000 Penalty: 5259.846191
	Iteration 28Q: 3 clusters Score -7507650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7507636.000000 Penalty: 5259.846191
	Iteration 29Q: 3 clusters Score -7507636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7507689.000000 Penalty: 5259.846191
	Iteration 30Q: 3 clusters Score -7507689 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7507762.000000 Penalty: 5259.846191
	Iteration 31Q: 3 clusters Score -7507762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -7507801.500000 Penalty: 5259.846191
	Iteration 32Q: 3 clusters Score -7507802 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -7507879.500000 Penalty: 5259.846191
	Iteration 33Q: 3 clusters Score -7507880 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -7507861.500000 Penalty: 5259.846191
	Iteration 34Q: 3 clusters Score -7507862 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7507851.500000 Penalty: 5259.846191
	Iteration 35Q: 3 clusters Score -7507852 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -7507904.000000 Penalty: 5259.846191
	Iteration 36Q: 3 clusters Score -7507904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7507935.500000 Penalty: 5259.846191
	Iteration 37Q: 3 clusters Score -7507936 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -7507943.000000 Penalty: 5259.846191
	Iteration 38Q: 3 clusters Score -7507943 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -7507972.000000 Penalty: 5259.846191
	Iteration 39Q: 3 clusters Score -7507972 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -7507997.500000 Penalty: 5259.846191
	Iteration 40F: 3 clusters Score -7507998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -7508021.500000 Penalty: 5259.846191
	Iteration 41Q: 3 clusters Score -7508022 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -7508026.500000 Penalty: 5259.846191
	Iteration 42Q: 3 clusters Score -7508026 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7508047.000000 Penalty: 5259.846191
	Iteration 43Q: 3 clusters Score -7508047 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7508064.500000 Penalty: 5259.846191
	Iteration 44Q: 3 clusters Score -7508064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -7508098.500000 Penalty: 5259.846191
	Iteration 45Q: 3 clusters Score -7508098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -7508115.500000 Penalty: 5259.846191
	Iteration 46Q: 3 clusters Score -7508116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7508146.000000 Penalty: 5259.846191
	Iteration 47Q: 3 clusters Score -7508146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -7508151.000000 Penalty: 5259.846191
	Iteration 48Q: 3 clusters Score -7508151 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -7508166.500000 Penalty: 5259.846191
	Iteration 49Q: 3 clusters Score -7508166 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7508207.500000 Penalty: 5259.846191
	Iteration 50Q: 3 clusters Score -7508208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7508212.500000 Penalty: 5259.846191
	Iteration 51Q: 3 clusters Score -7508212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -7508200.500000 Penalty: 5259.846191
	Iteration 52Q: 3 clusters Score -7508200 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7508198.500000 Penalty: 5259.846191
	Iteration 53Q: 3 clusters Score -7508198 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -7508219.000000 Penalty: 5259.846191
	Iteration 54Q: 3 clusters Score -7508219 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -7508215.000000 Penalty: 5259.846191
	Iteration 55Q: 3 clusters Score -7508215 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7508242.000000 Penalty: 5259.846191
	Iteration 56Q: 3 clusters Score -7508242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7508272.500000 Penalty: 5259.846191
	Iteration 57Q: 3 clusters Score -7508272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -7508295.000000 Penalty: 5259.846191
	Iteration 58Q: 3 clusters Score -7508295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -7508322.000000 Penalty: 5259.846191
	Iteration 59Q: 3 clusters Score -7508322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -7508333.000000 Penalty: 5259.846191
	Iteration 60F: 3 clusters Score -7508333 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7508345.500000 Penalty: 5259.846191
	Iteration 61Q: 3 clusters Score -7508346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7508374.000000 Penalty: 5259.846191
	Iteration 62Q: 3 clusters Score -7508374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -7508393.000000 Penalty: 5259.846191
	Iteration 63Q: 3 clusters Score -7508393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7508399.000000 Penalty: 5259.846191
	Iteration 64Q: 3 clusters Score -7508399 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -7508412.000000 Penalty: 5259.846191
	Iteration 65Q: 3 clusters Score -7508412 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7508429.500000 Penalty: 5259.846191
	Iteration 66Q: 3 clusters Score -7508430 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7508427.000000 Penalty: 5259.846191
	Iteration 67Q: 3 clusters Score -7508427 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7508426.500000 Penalty: 5259.846191
	Iteration 68Q: 3 clusters Score -7508426 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7508468.500000 Penalty: 5259.846191
	Iteration 69Q: 3 clusters Score -7508468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -7508459.500000 Penalty: 5259.846191
	Iteration 70Q: 3 clusters Score -7508460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7508472.000000 Penalty: 5259.846191
	Iteration 71Q: 3 clusters Score -7508472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7508503.000000 Penalty: 5259.846191
	Iteration 72Q: 3 clusters Score -7508503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7508503.500000 Penalty: 5259.846191
	Iteration 73Q: 3 clusters Score -7508504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7508492.500000 Penalty: 5259.846191
	Iteration 74Q: 3 clusters Score -7508492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -7508499.500000 Penalty: 5259.846191
	Iteration 75Q: 3 clusters Score -7508500 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7508515.500000 Penalty: 5259.846191
	Iteration 76Q: 3 clusters Score -7508516 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -7508550.500000 Penalty: 5259.846191
	Iteration 77Q: 3 clusters Score -7508550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7508576.500000 Penalty: 5259.846191
	Iteration 78Q: 3 clusters Score -7508576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7508591.500000 Penalty: 5259.846191
	Iteration 79Q: 3 clusters Score -7508592 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7508622.000000 Penalty: 5259.846191
	Iteration 80F: 3 clusters Score -7508622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7508635.500000 Penalty: 5259.846191
	Iteration 81Q: 3 clusters Score -7508636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7508664.000000 Penalty: 5259.846191
	Iteration 82Q: 3 clusters Score -7508664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7508674.000000 Penalty: 5259.846191
	Iteration 83Q: 3 clusters Score -7508674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -7508684.000000 Penalty: 5259.846191
	Iteration 84Q: 3 clusters Score -7508684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -7508708.500000 Penalty: 5259.846191
	Iteration 85Q: 3 clusters Score -7508708 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -7508700.500000 Penalty: 5259.846191
	Iteration 86Q: 3 clusters Score -7508700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -7508721.500000 Penalty: 5259.846191
	Iteration 87Q: 3 clusters Score -7508722 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -7508748.500000 Penalty: 5259.846191
	Iteration 88Q: 3 clusters Score -7508748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7508791.500000 Penalty: 5259.846191
	Iteration 89Q: 3 clusters Score -7508792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -7508785.000000 Penalty: 5259.846191
	Iteration 90Q: 3 clusters Score -7508785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -7508814.500000 Penalty: 5259.846191
	Iteration 91Q: 3 clusters Score -7508814 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -7508822.500000 Penalty: 5259.846191
	Iteration 92Q: 3 clusters Score -7508822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -7508814.500000 Penalty: 5259.846191
	Iteration 93Q: 3 clusters Score -7508814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7508840.000000 Penalty: 5259.846191
	Iteration 94Q: 3 clusters Score -7508840 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7508838.500000 Penalty: 5259.846191
	Iteration 95Q: 3 clusters Score -7508838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7508831.000000 Penalty: 5259.846191
	Iteration 96Q: 3 clusters Score -7508831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7508850.500000 Penalty: 5259.846191
	Iteration 97Q: 3 clusters Score -7508850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7508875.500000 Penalty: 5259.846191
	Iteration 98Q: 3 clusters Score -7508876 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7508882.500000 Penalty: 5259.846191
	Iteration 99Q: 3 clusters Score -7508882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7508894.500000 Penalty: 5259.846191
	Iteration 100F: 3 clusters Score -7508894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7508906.000000 Penalty: 5259.846191
	Iteration 101Q: 3 clusters Score -7508906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7508929.000000 Penalty: 5259.846191
	Iteration 102Q: 3 clusters Score -7508929 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -7508956.500000 Penalty: 5259.846191
	Iteration 103Q: 3 clusters Score -7508956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7508959.500000 Penalty: 5259.846191
	Iteration 104Q: 3 clusters Score -7508960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7508954.500000 Penalty: 5259.846191
	Iteration 105Q: 3 clusters Score -7508954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7508972.000000 Penalty: 5259.846191
	Iteration 106Q: 3 clusters Score -7508972 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7509006.500000 Penalty: 5259.846191
	Iteration 107Q: 3 clusters Score -7509006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7509022.500000 Penalty: 5259.846191
	Iteration 108Q: 3 clusters Score -7509022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7509035.000000 Penalty: 5259.846191
	Iteration 109Q: 3 clusters Score -7509035 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7509056.000000 Penalty: 5259.846191
	Iteration 110Q: 3 clusters Score -7509056 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -7509092.500000 Penalty: 5259.846191
	Iteration 111Q: 3 clusters Score -7509092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -7509113.000000 Penalty: 5259.846191
	Iteration 112Q: 3 clusters Score -7509113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7509154.000000 Penalty: 5259.846191
	Iteration 113Q: 3 clusters Score -7509154 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7509168.000000 Penalty: 5259.846191
	Iteration 114Q: 3 clusters Score -7509168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -7509186.500000 Penalty: 5259.846191
	Iteration 115Q: 3 clusters Score -7509186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7509207.500000 Penalty: 5259.846191
	Iteration 116Q: 3 clusters Score -7509208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7509244.500000 Penalty: 5259.846191
	Iteration 117Q: 3 clusters Score -7509244 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -7509249.000000 Penalty: 5259.846191
	Iteration 118Q: 3 clusters Score -7509249 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7509273.500000 Penalty: 5259.846191
	Iteration 119Q: 3 clusters Score -7509274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7509324.500000 Penalty: 5259.846191
	Iteration 120F: 3 clusters Score -7509324 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -7509339.000000 Penalty: 5259.846191
	Iteration 121Q: 3 clusters Score -7509339 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7509395.500000 Penalty: 5259.846191
	Iteration 122Q: 3 clusters Score -7509396 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -7509442.000000 Penalty: 5259.846191
	Iteration 123Q: 3 clusters Score -7509442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7509486.500000 Penalty: 5259.846191
	Iteration 124Q: 3 clusters Score -7509486 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7509552.500000 Penalty: 5259.846191
	Iteration 125Q: 3 clusters Score -7509552 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7509577.000000 Penalty: 5259.846191
	Iteration 126Q: 3 clusters Score -7509577 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7509571.000000 Penalty: 5259.846191
	Iteration 127Q: 3 clusters Score -7509571 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -7509602.500000 Penalty: 5259.846191
	Iteration 128Q: 3 clusters Score -7509602 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -7509650.500000 Penalty: 5259.846191
	Iteration 129Q: 3 clusters Score -7509650 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7509661.000000 Penalty: 5259.846191
	Iteration 130Q: 3 clusters Score -7509661 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7509703.500000 Penalty: 5259.846191
	Iteration 131Q: 3 clusters Score -7509704 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7509744.500000 Penalty: 5259.846191
	Iteration 132Q: 3 clusters Score -7509744 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -7509774.000000 Penalty: 5259.846191
	Iteration 133Q: 3 clusters Score -7509774 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -7509812.500000 Penalty: 5259.846191
	Iteration 134Q: 3 clusters Score -7509812 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -7509842.500000 Penalty: 5259.846191
	Iteration 135Q: 3 clusters Score -7509842 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -7509870.500000 Penalty: 5259.846191
	Iteration 136Q: 3 clusters Score -7509870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -7509913.500000 Penalty: 5259.846191
	Iteration 137Q: 3 clusters Score -7509914 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -7509941.500000 Penalty: 5259.846191
	Iteration 138Q: 3 clusters Score -7509942 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -7509988.500000 Penalty: 5259.846191
	Iteration 139Q: 3 clusters Score -7509988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7510030.000000 Penalty: 5259.846191
	Iteration 140F: 3 clusters Score -7510030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -7510010.500000 Penalty: 5259.846191
	Iteration 141Q: 3 clusters Score -7510010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -7510029.000000 Penalty: 5259.846191
	Iteration 142Q: 3 clusters Score -7510029 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -7510039.000000 Penalty: 5259.846191
	Iteration 143Q: 3 clusters Score -7510039 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7510030.000000 Penalty: 5259.846191
	Iteration 144Q: 3 clusters Score -7510030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7510014.500000 Penalty: 5259.846191
	Iteration 145Q: 3 clusters Score -7510014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7510043.500000 Penalty: 5259.846191
	Iteration 146Q: 3 clusters Score -7510044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -7510049.500000 Penalty: 5259.846191
	Iteration 147Q: 3 clusters Score -7510050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7510077.000000 Penalty: 5259.846191
	Iteration 148Q: 3 clusters Score -7510077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -7510080.000000 Penalty: 5259.846191
	Iteration 149Q: 3 clusters Score -7510080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -7510066.500000 Penalty: 5259.846191
	Iteration 150Q: 3 clusters Score -7510066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -7510074.000000 Penalty: 5259.846191
	Iteration 151Q: 3 clusters Score -7510074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7510067.000000 Penalty: 5259.846191
	Iteration 152Q: 3 clusters Score -7510067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -7510068.500000 Penalty: 5259.846191
	Iteration 153Q: 3 clusters Score -7510068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -7510071.500000 Penalty: 5259.846191
	Iteration 154Q: 3 clusters Score -7510072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -7510059.500000 Penalty: 5259.846191
	Iteration 155Q: 3 clusters Score -7510060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -7510074.500000 Penalty: 5259.846191
	Iteration 156Q: 3 clusters Score -7510074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -7510077.000000 Penalty: 5259.846191
	Iteration 157Q: 3 clusters Score -7510077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -7510082.000000 Penalty: 5259.846191
	Iteration 158Q: 3 clusters Score -7510082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7510090.000000 Penalty: 5259.846191
	Iteration 159Q: 3 clusters Score -7510090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7510078.500000 Penalty: 5259.846191
	Iteration 160F: 3 clusters Score -7510078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -7510075.500000 Penalty: 5259.846191
	Iteration 161Q: 3 clusters Score -7510076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7510071.500000 Penalty: 5259.846191
	Iteration 162Q: 3 clusters Score -7510072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7510064.000000 Penalty: 5259.846191
	Iteration 163Q: 3 clusters Score -7510064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7510076.000000 Penalty: 5259.846191
	Iteration 164Q: 3 clusters Score -7510076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7510062.000000 Penalty: 5259.846191
	Iteration 165Q: 3 clusters Score -7510062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -7510057.000000 Penalty: 5259.846191
	Iteration 166Q: 3 clusters Score -7510057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -7510063.000000 Penalty: 5259.846191
	Iteration 167Q: 3 clusters Score -7510063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7510064.000000 Penalty: 5259.846191
	Iteration 168Q: 3 clusters Score -7510064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7510076.000000 Penalty: 5259.846191
	Iteration 169Q: 3 clusters Score -7510076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -7510078.500000 Penalty: 5259.846191
	Iteration 170Q: 3 clusters Score -7510078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -7510090.000000 Penalty: 5259.846191
	Iteration 171Q: 3 clusters Score -7510090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7510086.500000 Penalty: 5259.846191
	Iteration 172Q: 3 clusters Score -7510086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -7510078.000000 Penalty: 5259.846191
	Iteration 173Q: 3 clusters Score -7510078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -7510081.000000 Penalty: 5259.846191
	Iteration 174Q: 3 clusters Score -7510081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7510087.500000 Penalty: 5259.846191
	Iteration 175Q: 3 clusters Score -7510088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -7510089.500000 Penalty: 5259.846191
	Iteration 176Q: 3 clusters Score -7510090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7510091.500000 Penalty: 5259.846191
	Iteration 177Q: 3 clusters Score -7510092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7510090.000000 Penalty: 5259.846191
	Iteration 178Q: 3 clusters Score -7510090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7510088.500000 Penalty: 5259.846191
	Iteration 179Q: 3 clusters Score -7510088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7510084.500000 Penalty: 5259.846191
	Iteration 180F: 3 clusters Score -7510084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7510086.000000 Penalty: 5259.846191
	Iteration 181Q: 3 clusters Score -7510086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7510086.000000 Penalty: 5259.846191
	Iteration 182F: 3 clusters Score -7510086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -955526.437500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -955526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -950618.812500 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -950618.8 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -951750.937500 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -951750.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -951987.187500 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -951987.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -952145.812500 Penalty: 4271.801758
	Iteration 3F: 3 clusters Score -952145.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -952265.562500 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -952265.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -952346.500000 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -952346.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -952431.687500 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -952431.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -952517.187500 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -952517.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -952596.687500 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -952596.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -952674.125000 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -952674.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -952749.312500 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -952749.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -952799.250000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -952799.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -952856.125000 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -952856.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -952921.312500 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -952921.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -952989.500000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -952989.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -953060.875000 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -953060.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -953120.937500 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -953120.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -953167.625000 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -953167.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -953214.312500 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -953214.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -953256.125000 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -953256.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -953299.937500 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -953299.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -953345.437500 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -953345.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -953385.687500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -953385.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -953428.500000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -953428.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -953482.187500 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -953482.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -953524.312500 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -953524.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -953568.375000 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -953568.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -953607.250000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -953607.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -953638.062500 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -953638.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -953663.750000 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -953663.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -953688.750000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -953688.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -953712.625000 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -953712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -953730.562500 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -953730.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -953751.000000 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -953751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -953773.562500 Penalty: 4271.801758
	Iteration 34Q: 3 clusters Score -953773.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -953793.875000 Penalty: 4271.801758
	Iteration 35Q: 3 clusters Score -953793.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953805.437500 Penalty: 4271.801758
	Iteration 36Q: 3 clusters Score -953805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -953813.562500 Penalty: 4271.801758
	Iteration 37Q: 3 clusters Score -953813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -953825.437500 Penalty: 4271.801758
	Iteration 38Q: 3 clusters Score -953825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -953832.500000 Penalty: 4271.801758
	Iteration 39Q: 3 clusters Score -953832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -953846.062500 Penalty: 4271.801758
	Iteration 40F: 3 clusters Score -953846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -953863.625000 Penalty: 4271.801758
	Iteration 41Q: 3 clusters Score -953863.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -953879.250000 Penalty: 4271.801758
	Iteration 42Q: 3 clusters Score -953879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -953893.187500 Penalty: 4271.801758
	Iteration 43Q: 3 clusters Score -953893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -953902.000000 Penalty: 4271.801758
	Iteration 44Q: 3 clusters Score -953902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -953907.687500 Penalty: 4271.801758
	Iteration 45Q: 3 clusters Score -953907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -953910.687500 Penalty: 4271.801758
	Iteration 46Q: 3 clusters Score -953910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -953914.375000 Penalty: 4271.801758
	Iteration 47Q: 3 clusters Score -953914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -953914.187500 Penalty: 4271.801758
	Iteration 48Q: 3 clusters Score -953914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -953913.812500 Penalty: 4271.801758
	Iteration 49Q: 3 clusters Score -953913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -953917.125000 Penalty: 4271.801758
	Iteration 50Q: 3 clusters Score -953917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -953920.000000 Penalty: 4271.801758
	Iteration 51Q: 3 clusters Score -953920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -953919.875000 Penalty: 4271.801758
	Iteration 52Q: 3 clusters Score -953919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -953920.687500 Penalty: 4271.801758
	Iteration 53Q: 3 clusters Score -953920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -953920.687500 Penalty: 4271.801758
	Iteration 54F: 3 clusters Score -953920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Entering Unmasked Estep 
Score: -5663768.000000 Penalty: 2544.533936
	Iteration 0F: 2 clusters Score -5663768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -5659262.500000 Penalty: 5089.067871
	Iteration 0F: 3 clusters Score -5659262 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5666247.000000 Penalty: 5089.067871
	Iteration 1F: 3 clusters Score -5666247 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5666714.000000 Penalty: 5089.067871
	Iteration 2F: 3 clusters Score -5666714 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -5667256.500000 Penalty: 5089.067871
	Iteration 3Q: 3 clusters Score -5667256 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5667763.500000 Penalty: 5089.067871
	Iteration 4Q: 3 clusters Score -5667764 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -5668327.500000 Penalty: 5089.067871
	Iteration 5F: 3 clusters Score -5668328 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -5667863.000000 Penalty: 5089.067871
	Iteration 6F: 3 clusters Score -5667863 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5666701.000000 Penalty: 5089.067871
	Iteration 7F: 3 clusters Score -5666701 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5665720.500000 Penalty: 5089.067871
	Iteration 8Q: 3 clusters Score -5665720 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5665055.500000 Penalty: 5089.067871
	Iteration 9Q: 3 clusters Score -5665056 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5664788.000000 Penalty: 5089.067871
	Iteration 10Q: 3 clusters Score -5664788 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5664734.500000 Penalty: 5089.067871
	Iteration 11Q: 3 clusters Score -5664734 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5664790.500000 Penalty: 5089.067871
	Iteration 12Q: 3 clusters Score -5664790 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5665008.000000 Penalty: 5089.067871
	Iteration 13Q: 3 clusters Score -5665008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5665286.500000 Penalty: 5089.067871
	Iteration 14Q: 3 clusters Score -5665286 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -5665583.500000 Penalty: 5089.067871
	Iteration 15Q: 3 clusters Score -5665584 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5665904.500000 Penalty: 5089.067871
	Iteration 16Q: 3 clusters Score -5665904 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -5666225.000000 Penalty: 5089.067871
	Iteration 17Q: 3 clusters Score -5666225 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5666561.000000 Penalty: 5089.067871
	Iteration 18Q: 3 clusters Score -5666561 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5666914.500000 Penalty: 5089.067871
	Iteration 19Q: 3 clusters Score -5666914 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5667331.500000 Penalty: 5089.067871
	Iteration 20F: 3 clusters Score -5667332 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5667748.500000 Penalty: 5089.067871
	Iteration 21Q: 3 clusters Score -5667748 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5668322.500000 Penalty: 5089.067871
	Iteration 22Q: 3 clusters Score -5668322 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5668991.000000 Penalty: 5089.067871
	Iteration 23Q: 3 clusters Score -5668991 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -5669712.000000 Penalty: 5089.067871
	Iteration 24Q: 3 clusters Score -5669712 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5670544.500000 Penalty: 5089.067871
	Iteration 25Q: 3 clusters Score -5670544 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5671407.500000 Penalty: 5089.067871
	Iteration 26Q: 3 clusters Score -5671408 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5671991.500000 Penalty: 5089.067871
	Iteration 27Q: 3 clusters Score -5671992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5672265.500000 Penalty: 5089.067871
	Iteration 28Q: 3 clusters Score -5672266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5672405.500000 Penalty: 5089.067871
	Iteration 29Q: 3 clusters Score -5672406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5672480.500000 Penalty: 5089.067871
	Iteration 30Q: 3 clusters Score -5672480 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5672545.000000 Penalty: 5089.067871
	Iteration 31Q: 3 clusters Score -5672545 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5672572.500000 Penalty: 5089.067871
	Iteration 32Q: 3 clusters Score -5672572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -5672593.000000 Penalty: 5089.067871
	Iteration 33Q: 3 clusters Score -5672593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5672639.000000 Penalty: 5089.067871
	Iteration 34Q: 3 clusters Score -5672639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5672667.500000 Penalty: 5089.067871
	Iteration 35Q: 3 clusters Score -5672668 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5672698.000000 Penalty: 5089.067871
	Iteration 36Q: 3 clusters Score -5672698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5672711.000000 Penalty: 5089.067871
	Iteration 37Q: 3 clusters Score -5672711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5672739.000000 Penalty: 5089.067871
	Iteration 38Q: 3 clusters Score -5672739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5672767.000000 Penalty: 5089.067871
	Iteration 39Q: 3 clusters Score -5672767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5672848.000000 Penalty: 5089.067871
	Iteration 40F: 3 clusters Score -5672848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5672943.500000 Penalty: 5089.067871
	Iteration 41Q: 3 clusters Score -5672944 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5673034.000000 Penalty: 5089.067871
	Iteration 42Q: 3 clusters Score -5673034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5673118.500000 Penalty: 5089.067871
	Iteration 43Q: 3 clusters Score -5673118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5673211.500000 Penalty: 5089.067871
	Iteration 44Q: 3 clusters Score -5673212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5673277.500000 Penalty: 5089.067871
	Iteration 45Q: 3 clusters Score -5673278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5673374.500000 Penalty: 5089.067871
	Iteration 46Q: 3 clusters Score -5673374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5673437.500000 Penalty: 5089.067871
	Iteration 47Q: 3 clusters Score -5673438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5673530.000000 Penalty: 5089.067871
	Iteration 48Q: 3 clusters Score -5673530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5673593.000000 Penalty: 5089.067871
	Iteration 49Q: 3 clusters Score -5673593 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5673661.000000 Penalty: 5089.067871
	Iteration 50Q: 3 clusters Score -5673661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5673730.000000 Penalty: 5089.067871
	Iteration 51Q: 3 clusters Score -5673730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5673798.000000 Penalty: 5089.067871
	Iteration 52Q: 3 clusters Score -5673798 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -5673851.000000 Penalty: 5089.067871
	Iteration 53Q: 3 clusters Score -5673851 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5673912.500000 Penalty: 5089.067871
	Iteration 54Q: 3 clusters Score -5673912 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5673943.500000 Penalty: 5089.067871
	Iteration 55Q: 3 clusters Score -5673944 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5674019.000000 Penalty: 5089.067871
	Iteration 56Q: 3 clusters Score -5674019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5674087.000000 Penalty: 5089.067871
	Iteration 57Q: 3 clusters Score -5674087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5674138.500000 Penalty: 5089.067871
	Iteration 58Q: 3 clusters Score -5674138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5674195.000000 Penalty: 5089.067871
	Iteration 59Q: 3 clusters Score -5674195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5674271.500000 Penalty: 5089.067871
	Iteration 60F: 3 clusters Score -5674272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5674344.500000 Penalty: 5089.067871
	Iteration 61Q: 3 clusters Score -5674344 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -5674425.000000 Penalty: 5089.067871
	Iteration 62Q: 3 clusters Score -5674425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5674523.000000 Penalty: 5089.067871
	Iteration 63Q: 3 clusters Score -5674523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5674583.500000 Penalty: 5089.067871
	Iteration 64Q: 3 clusters Score -5674584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5674620.500000 Penalty: 5089.067871
	Iteration 65Q: 3 clusters Score -5674620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5674646.000000 Penalty: 5089.067871
	Iteration 66Q: 3 clusters Score -5674646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5674693.000000 Penalty: 5089.067871
	Iteration 67Q: 3 clusters Score -5674693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -5674769.000000 Penalty: 5089.067871
	Iteration 68Q: 3 clusters Score -5674769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5674827.000000 Penalty: 5089.067871
	Iteration 69Q: 3 clusters Score -5674827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5674884.000000 Penalty: 5089.067871
	Iteration 70Q: 3 clusters Score -5674884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5674937.500000 Penalty: 5089.067871
	Iteration 71Q: 3 clusters Score -5674938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5674971.000000 Penalty: 5089.067871
	Iteration 72Q: 3 clusters Score -5674971 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5675026.000000 Penalty: 5089.067871
	Iteration 73Q: 3 clusters Score -5675026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5675054.000000 Penalty: 5089.067871
	Iteration 74Q: 3 clusters Score -5675054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5675067.500000 Penalty: 5089.067871
	Iteration 75Q: 3 clusters Score -5675068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5675094.000000 Penalty: 5089.067871
	Iteration 76Q: 3 clusters Score -5675094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -5675095.500000 Penalty: 5089.067871
	Iteration 77Q: 3 clusters Score -5675096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5675118.500000 Penalty: 5089.067871
	Iteration 78Q: 3 clusters Score -5675118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5675124.000000 Penalty: 5089.067871
	Iteration 79Q: 3 clusters Score -5675124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5675145.000000 Penalty: 5089.067871
	Iteration 80F: 3 clusters Score -5675145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5675159.000000 Penalty: 5089.067871
	Iteration 81Q: 3 clusters Score -5675159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5675181.000000 Penalty: 5089.067871
	Iteration 82Q: 3 clusters Score -5675181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5675168.000000 Penalty: 5089.067871
	Iteration 83Q: 3 clusters Score -5675168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5675174.500000 Penalty: 5089.067871
	Iteration 84Q: 3 clusters Score -5675174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -5675171.500000 Penalty: 5089.067871
	Iteration 85Q: 3 clusters Score -5675172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5675185.500000 Penalty: 5089.067871
	Iteration 86Q: 3 clusters Score -5675186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5675193.000000 Penalty: 5089.067871
	Iteration 87Q: 3 clusters Score -5675193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -5675187.500000 Penalty: 5089.067871
	Iteration 88Q: 3 clusters Score -5675188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -5675203.000000 Penalty: 5089.067871
	Iteration 89Q: 3 clusters Score -5675203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5675200.500000 Penalty: 5089.067871
	Iteration 90Q: 3 clusters Score -5675200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5675204.000000 Penalty: 5089.067871
	Iteration 91Q: 3 clusters Score -5675204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5675203.500000 Penalty: 5089.067871
	Iteration 92Q: 3 clusters Score -5675204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5675204.000000 Penalty: 5089.067871
	Iteration 93Q: 3 clusters Score -5675204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5675204.000000 Penalty: 5089.067871
	Iteration 94F: 3 clusters Score -5675204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 39078 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 22677 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32908 members 
Mstep: Class 21 contains 27497 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 25401 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25846 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 18567 members 
Entering Unmasked Estep 
Score: -87174488.000000 Penalty: 93939.500000
Splitting cluster 6 changes total score from -87164184.000000 to -87174488.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (39078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Entering Unmasked Estep 
Score: -6962340.000000 Penalty: 2622.182129
	Iteration 0F: 2 clusters Score -6962340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6938027.000000 Penalty: 5244.364258
	Iteration 0F: 3 clusters Score -6938027 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6947697.500000 Penalty: 5244.364258
	Iteration 1F: 3 clusters Score -6947698 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -6948142.000000 Penalty: 5244.364258
	Iteration 2Q: 3 clusters Score -6948142 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6948502.000000 Penalty: 5244.364258
	Iteration 3Q: 3 clusters Score -6948502 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -6948872.000000 Penalty: 5244.364258
	Iteration 4Q: 3 clusters Score -6948872 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -6949177.500000 Penalty: 5244.364258
	Iteration 5Q: 3 clusters Score -6949178 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -6949452.000000 Penalty: 5244.364258
	Iteration 6Q: 3 clusters Score -6949452 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -6949744.000000 Penalty: 5244.364258
	Iteration 7Q: 3 clusters Score -6949744 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -6950079.500000 Penalty: 5244.364258
	Iteration 8Q: 3 clusters Score -6950080 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -6950489.500000 Penalty: 5244.364258
	Iteration 9Q: 3 clusters Score -6950490 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -6951068.500000 Penalty: 5244.364258
	Iteration 10Q: 3 clusters Score -6951068 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6951901.000000 Penalty: 5244.364258
	Iteration 11Q: 3 clusters Score -6951901 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6953120.000000 Penalty: 5244.364258
	Iteration 12Q: 3 clusters Score -6953120 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6954555.000000 Penalty: 5244.364258
	Iteration 13F: 3 clusters Score -6954555 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -6956001.000000 Penalty: 5244.364258
	Iteration 14F: 3 clusters Score -6956001 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -6957324.000000 Penalty: 5244.364258
	Iteration 15Q: 3 clusters Score -6957324 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -6958205.500000 Penalty: 5244.364258
	Iteration 16Q: 3 clusters Score -6958206 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -6958930.000000 Penalty: 5244.364258
	Iteration 17Q: 3 clusters Score -6958930 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6959553.000000 Penalty: 5244.364258
	Iteration 18Q: 3 clusters Score -6959553 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6960082.000000 Penalty: 5244.364258
	Iteration 19Q: 3 clusters Score -6960082 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6960362.000000 Penalty: 5244.364258
	Iteration 20F: 3 clusters Score -6960362 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -6960532.000000 Penalty: 5244.364258
	Iteration 21Q: 3 clusters Score -6960532 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -6960771.000000 Penalty: 5244.364258
	Iteration 22Q: 3 clusters Score -6960771 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -6960860.000000 Penalty: 5244.364258
	Iteration 23Q: 3 clusters Score -6960860 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -6960873.500000 Penalty: 5244.364258
	Iteration 24Q: 3 clusters Score -6960874 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -6960968.000000 Penalty: 5244.364258
	Iteration 25Q: 3 clusters Score -6960968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -6961006.500000 Penalty: 5244.364258
	Iteration 26Q: 3 clusters Score -6961006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -6961057.000000 Penalty: 5244.364258
	Iteration 27Q: 3 clusters Score -6961057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -6961072.500000 Penalty: 5244.364258
	Iteration 28Q: 3 clusters Score -6961072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -6961079.000000 Penalty: 5244.364258
	Iteration 29Q: 3 clusters Score -6961079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6961095.500000 Penalty: 5244.364258
	Iteration 30Q: 3 clusters Score -6961096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6961108.500000 Penalty: 5244.364258
	Iteration 31Q: 3 clusters Score -6961108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6961115.000000 Penalty: 5244.364258
	Iteration 32Q: 3 clusters Score -6961115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -6961117.000000 Penalty: 5244.364258
	Iteration 33Q: 3 clusters Score -6961117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6961120.000000 Penalty: 5244.364258
	Iteration 34Q: 3 clusters Score -6961120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6961142.000000 Penalty: 5244.364258
	Iteration 35F: 3 clusters Score -6961142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -6961168.000000 Penalty: 5244.364258
	Iteration 36Q: 3 clusters Score -6961168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -6961176.500000 Penalty: 5244.364258
	Iteration 37Q: 3 clusters Score -6961176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -6961186.000000 Penalty: 5244.364258
	Iteration 38Q: 3 clusters Score -6961186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -6961194.500000 Penalty: 5244.364258
	Iteration 39Q: 3 clusters Score -6961194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6961199.000000 Penalty: 5244.364258
	Iteration 40F: 3 clusters Score -6961199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -6961201.000000 Penalty: 5244.364258
	Iteration 41Q: 3 clusters Score -6961201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6961200.500000 Penalty: 5244.364258
	Iteration 42Q: 3 clusters Score -6961200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -6961210.000000 Penalty: 5244.364258
	Iteration 43Q: 3 clusters Score -6961210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -6961218.000000 Penalty: 5244.364258
	Iteration 44Q: 3 clusters Score -6961218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6961214.000000 Penalty: 5244.364258
	Iteration 45Q: 3 clusters Score -6961214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -6961231.000000 Penalty: 5244.364258
	Iteration 46Q: 3 clusters Score -6961231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6961232.500000 Penalty: 5244.364258
	Iteration 47Q: 3 clusters Score -6961232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6961235.000000 Penalty: 5244.364258
	Iteration 48Q: 3 clusters Score -6961235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6961238.500000 Penalty: 5244.364258
	Iteration 49Q: 3 clusters Score -6961238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -6961240.000000 Penalty: 5244.364258
	Iteration 50Q: 3 clusters Score -6961240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6961239.500000 Penalty: 5244.364258
	Iteration 51Q: 3 clusters Score -6961240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6961235.000000 Penalty: 5244.364258
	Iteration 52Q: 3 clusters Score -6961235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6961238.500000 Penalty: 5244.364258
	Iteration 53Q: 3 clusters Score -6961238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6961241.000000 Penalty: 5244.364258
	Iteration 54Q: 3 clusters Score -6961241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6961241.000000 Penalty: 5244.364258
	Iteration 55F: 3 clusters Score -6961241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26674.609375 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26674.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25796.234375 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25796.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26089.347656 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26089.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26360.738281 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26360.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26384.613281 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26384.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26417.056641 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26417.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26434.837891 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26434.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26465.820312 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26465.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26503.669922 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26503.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26574.611328 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -26574.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26576.220703 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -26576.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26581.535156 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -26581.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26594.585938 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -26594.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26594.585938 Penalty: 2730.644531
	Iteration 12F: 3 clusters Score -26594.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Entering Unmasked Estep 
Score: -3786010.500000 Penalty: 2462.140381
	Iteration 0F: 2 clusters Score -3786010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3772318.500000 Penalty: 4924.280762
	Iteration 0F: 3 clusters Score -3772318 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3777214.750000 Penalty: 4924.280762
	Iteration 1F: 3 clusters Score -3777215 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3777613.250000 Penalty: 4924.280762
	Iteration 2F: 3 clusters Score -3777613 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3777962.750000 Penalty: 4924.280762
	Iteration 3Q: 3 clusters Score -3777963 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3778277.500000 Penalty: 4924.280762
	Iteration 4Q: 3 clusters Score -3778278 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3778601.000000 Penalty: 4924.280762
	Iteration 5Q: 3 clusters Score -3778601 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3778926.250000 Penalty: 4924.280762
	Iteration 6Q: 3 clusters Score -3778926 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3779289.750000 Penalty: 4924.280762
	Iteration 7Q: 3 clusters Score -3779290 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3779699.000000 Penalty: 4924.280762
	Iteration 8Q: 3 clusters Score -3779699 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3780207.250000 Penalty: 4924.280762
	Iteration 9Q: 3 clusters Score -3780207 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3780857.250000 Penalty: 4924.280762
	Iteration 10Q: 3 clusters Score -3780857 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3781639.500000 Penalty: 4924.280762
	Iteration 11F: 3 clusters Score -3781640 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3782413.000000 Penalty: 4924.280762
	Iteration 12F: 3 clusters Score -3782413 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3783050.500000 Penalty: 4924.280762
	Iteration 13Q: 3 clusters Score -3783050 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3783453.500000 Penalty: 4924.280762
	Iteration 14Q: 3 clusters Score -3783454 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3783718.250000 Penalty: 4924.280762
	Iteration 15Q: 3 clusters Score -3783718 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3783862.000000 Penalty: 4924.280762
	Iteration 16Q: 3 clusters Score -3783862 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3783960.250000 Penalty: 4924.280762
	Iteration 17Q: 3 clusters Score -3783960 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3784032.750000 Penalty: 4924.280762
	Iteration 18Q: 3 clusters Score -3784033 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3784097.500000 Penalty: 4924.280762
	Iteration 19Q: 3 clusters Score -3784098 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3784136.750000 Penalty: 4924.280762
	Iteration 20F: 3 clusters Score -3784137 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3784175.500000 Penalty: 4924.280762
	Iteration 21Q: 3 clusters Score -3784176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3784218.000000 Penalty: 4924.280762
	Iteration 22Q: 3 clusters Score -3784218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3784244.250000 Penalty: 4924.280762
	Iteration 23Q: 3 clusters Score -3784244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3784279.750000 Penalty: 4924.280762
	Iteration 24Q: 3 clusters Score -3784280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3784303.250000 Penalty: 4924.280762
	Iteration 25Q: 3 clusters Score -3784303 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3784331.500000 Penalty: 4924.280762
	Iteration 26Q: 3 clusters Score -3784332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3784351.000000 Penalty: 4924.280762
	Iteration 27Q: 3 clusters Score -3784351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3784362.250000 Penalty: 4924.280762
	Iteration 28Q: 3 clusters Score -3784362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3784397.500000 Penalty: 4924.280762
	Iteration 29Q: 3 clusters Score -3784398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3784410.750000 Penalty: 4924.280762
	Iteration 30Q: 3 clusters Score -3784411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3784424.750000 Penalty: 4924.280762
	Iteration 31Q: 3 clusters Score -3784425 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3784431.750000 Penalty: 4924.280762
	Iteration 32Q: 3 clusters Score -3784432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3784447.000000 Penalty: 4924.280762
	Iteration 33Q: 3 clusters Score -3784447 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3784460.250000 Penalty: 4924.280762
	Iteration 34Q: 3 clusters Score -3784460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3784470.500000 Penalty: 4924.280762
	Iteration 35Q: 3 clusters Score -3784470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3784488.500000 Penalty: 4924.280762
	Iteration 36Q: 3 clusters Score -3784488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3784494.250000 Penalty: 4924.280762
	Iteration 37Q: 3 clusters Score -3784494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3784492.000000 Penalty: 4924.280762
	Iteration 38Q: 3 clusters Score -3784492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -3784482.250000 Penalty: 4924.280762
	Iteration 39Q: 3 clusters Score -3784482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3784486.750000 Penalty: 4924.280762
	Iteration 40F: 3 clusters Score -3784487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3784488.750000 Penalty: 4924.280762
	Iteration 41Q: 3 clusters Score -3784489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3784484.250000 Penalty: 4924.280762
	Iteration 42Q: 3 clusters Score -3784484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3784480.750000 Penalty: 4924.280762
	Iteration 43Q: 3 clusters Score -3784481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3784490.250000 Penalty: 4924.280762
	Iteration 44Q: 3 clusters Score -3784490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3784483.250000 Penalty: 4924.280762
	Iteration 45Q: 3 clusters Score -3784483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3784482.250000 Penalty: 4924.280762
	Iteration 46Q: 3 clusters Score -3784482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3784490.250000 Penalty: 4924.280762
	Iteration 47Q: 3 clusters Score -3784490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3784483.000000 Penalty: 4924.280762
	Iteration 48Q: 3 clusters Score -3784483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3784478.500000 Penalty: 4924.280762
	Iteration 49Q: 3 clusters Score -3784478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3784474.500000 Penalty: 4924.280762
	Iteration 50Q: 3 clusters Score -3784474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3784473.250000 Penalty: 4924.280762
	Iteration 51Q: 3 clusters Score -3784473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3784462.750000 Penalty: 4924.280762
	Iteration 52Q: 3 clusters Score -3784463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3784452.250000 Penalty: 4924.280762
	Iteration 53Q: 3 clusters Score -3784452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3784448.000000 Penalty: 4924.280762
	Iteration 54Q: 3 clusters Score -3784448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3784448.750000 Penalty: 4924.280762
	Iteration 55Q: 3 clusters Score -3784449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3784442.500000 Penalty: 4924.280762
	Iteration 56Q: 3 clusters Score -3784442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3784450.750000 Penalty: 4924.280762
	Iteration 57Q: 3 clusters Score -3784451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3784439.500000 Penalty: 4924.280762
	Iteration 58Q: 3 clusters Score -3784440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -3784442.500000 Penalty: 4924.280762
	Iteration 59Q: 3 clusters Score -3784442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3784441.500000 Penalty: 4924.280762
	Iteration 60F: 3 clusters Score -3784442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3784436.250000 Penalty: 4924.280762
	Iteration 61Q: 3 clusters Score -3784436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3784437.250000 Penalty: 4924.280762
	Iteration 62Q: 3 clusters Score -3784437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3784433.250000 Penalty: 4924.280762
	Iteration 63Q: 3 clusters Score -3784433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3784431.500000 Penalty: 4924.280762
	Iteration 64Q: 3 clusters Score -3784432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3784433.250000 Penalty: 4924.280762
	Iteration 65Q: 3 clusters Score -3784433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3784429.250000 Penalty: 4924.280762
	Iteration 66Q: 3 clusters Score -3784429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3784433.000000 Penalty: 4924.280762
	Iteration 67Q: 3 clusters Score -3784433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3784427.750000 Penalty: 4924.280762
	Iteration 68Q: 3 clusters Score -3784428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3784428.000000 Penalty: 4924.280762
	Iteration 69Q: 3 clusters Score -3784428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3784426.500000 Penalty: 4924.280762
	Iteration 70Q: 3 clusters Score -3784426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3784423.250000 Penalty: 4924.280762
	Iteration 71Q: 3 clusters Score -3784423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3784416.750000 Penalty: 4924.280762
	Iteration 72Q: 3 clusters Score -3784417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3784421.750000 Penalty: 4924.280762
	Iteration 73Q: 3 clusters Score -3784422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3784418.750000 Penalty: 4924.280762
	Iteration 74Q: 3 clusters Score -3784419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3784418.750000 Penalty: 4924.280762
	Iteration 75F: 3 clusters Score -3784419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -223221.953125 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -223222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -221130.625000 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -221130.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -221815.406250 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -221815.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -222308.703125 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -222308.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222719.109375 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -222719.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222946.671875 Penalty: 3556.760742
	Iteration 4F: 3 clusters Score -222946.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -223064.015625 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -223064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223091.953125 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -223092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -223098.281250 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -223098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -223103.000000 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -223103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -223107.796875 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -223107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -223108.171875 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -223108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -223108.171875 Penalty: 3556.760742
	Iteration 11F: 3 clusters Score -223108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -84670.320312 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -84670.32 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 271 members 
Entering Unmasked Estep 
Score: -83205.984375 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -83205.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83446.882812 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -83446.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83617.726562 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -83617.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83740.429688 Penalty: 3117.854980
	Iteration 3F: 3 clusters Score -83740.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83922.984375 Penalty: 3117.854980
	Iteration 4F: 3 clusters Score -83922.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83995.070312 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -83995.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84093.703125 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -84093.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84150.757812 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -84150.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84192.203125 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -84192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84219.484375 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -84219.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84247.117188 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -84247.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84287.804688 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -84287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84299.500000 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -84299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84303.843750 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -84303.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84303.843750 Penalty: 3117.854980
	Iteration 14F: 3 clusters Score -84303.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Entering Unmasked Estep 
Score: -3499250.750000 Penalty: 2448.728271
	Iteration 0F: 2 clusters Score -3499251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3485530.000000 Penalty: 4897.456543
	Iteration 0F: 3 clusters Score -3485530 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3490257.250000 Penalty: 4897.456543
	Iteration 1F: 3 clusters Score -3490257 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3490663.250000 Penalty: 4897.456543
	Iteration 2F: 3 clusters Score -3490663 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3491062.000000 Penalty: 4897.456543
	Iteration 3Q: 3 clusters Score -3491062 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3491465.000000 Penalty: 4897.456543
	Iteration 4Q: 3 clusters Score -3491465 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3492006.250000 Penalty: 4897.456543
	Iteration 5Q: 3 clusters Score -3492006 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3492695.000000 Penalty: 4897.456543
	Iteration 6F: 3 clusters Score -3492695 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3493470.500000 Penalty: 4897.456543
	Iteration 7F: 3 clusters Score -3493470 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3494336.750000 Penalty: 4897.456543
	Iteration 8F: 3 clusters Score -3494337 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3495140.000000 Penalty: 4897.456543
	Iteration 9F: 3 clusters Score -3495140 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3495856.750000 Penalty: 4897.456543
	Iteration 10Q: 3 clusters Score -3495857 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3496311.750000 Penalty: 4897.456543
	Iteration 11Q: 3 clusters Score -3496312 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3496620.250000 Penalty: 4897.456543
	Iteration 12Q: 3 clusters Score -3496620 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3496827.250000 Penalty: 4897.456543
	Iteration 13Q: 3 clusters Score -3496827 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3496931.750000 Penalty: 4897.456543
	Iteration 14Q: 3 clusters Score -3496932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3496979.250000 Penalty: 4897.456543
	Iteration 15Q: 3 clusters Score -3496979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3497012.500000 Penalty: 4897.456543
	Iteration 16Q: 3 clusters Score -3497012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3497036.750000 Penalty: 4897.456543
	Iteration 17Q: 3 clusters Score -3497037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3497063.750000 Penalty: 4897.456543
	Iteration 18Q: 3 clusters Score -3497064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3497091.000000 Penalty: 4897.456543
	Iteration 19Q: 3 clusters Score -3497091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3497097.750000 Penalty: 4897.456543
	Iteration 20F: 3 clusters Score -3497098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3497112.750000 Penalty: 4897.456543
	Iteration 21Q: 3 clusters Score -3497113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3497124.250000 Penalty: 4897.456543
	Iteration 22Q: 3 clusters Score -3497124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3497129.750000 Penalty: 4897.456543
	Iteration 23Q: 3 clusters Score -3497130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3497127.500000 Penalty: 4897.456543
	Iteration 24Q: 3 clusters Score -3497128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3497127.500000 Penalty: 4897.456543
	Iteration 25F: 3 clusters Score -3497128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Entering Unmasked Estep 
Score: -5432047.000000 Penalty: 2546.513672
	Iteration 0F: 2 clusters Score -5432047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5417355.000000 Penalty: 5093.027344
	Iteration 0F: 3 clusters Score -5417355 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -5424327.000000 Penalty: 5093.027344
	Iteration 1F: 3 clusters Score -5424327 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -5424817.500000 Penalty: 5093.027344
	Iteration 2Q: 3 clusters Score -5424818 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5425366.000000 Penalty: 5093.027344
	Iteration 3Q: 3 clusters Score -5425366 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -5426020.500000 Penalty: 5093.027344
	Iteration 4F: 3 clusters Score -5426020 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -5426747.000000 Penalty: 5093.027344
	Iteration 5F: 3 clusters Score -5426747 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5427737.000000 Penalty: 5093.027344
	Iteration 6F: 3 clusters Score -5427737 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5429063.000000 Penalty: 5093.027344
	Iteration 7F: 3 clusters Score -5429063 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -5430386.000000 Penalty: 5093.027344
	Iteration 8F: 3 clusters Score -5430386 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -5431187.500000 Penalty: 5093.027344
	Iteration 9F: 3 clusters Score -5431188 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5431549.500000 Penalty: 5093.027344
	Iteration 10Q: 3 clusters Score -5431550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -5431641.500000 Penalty: 5093.027344
	Iteration 11Q: 3 clusters Score -5431642 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -5431751.500000 Penalty: 5093.027344
	Iteration 12Q: 3 clusters Score -5431752 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5431842.500000 Penalty: 5093.027344
	Iteration 13Q: 3 clusters Score -5431842 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -5431976.500000 Penalty: 5093.027344
	Iteration 14Q: 3 clusters Score -5431976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5432065.500000 Penalty: 5093.027344
	Iteration 15Q: 3 clusters Score -5432066 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5432155.000000 Penalty: 5093.027344
	Iteration 16Q: 3 clusters Score -5432155 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5432182.000000 Penalty: 5093.027344
	Iteration 17Q: 3 clusters Score -5432182 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5432176.500000 Penalty: 5093.027344
	Iteration 18Q: 3 clusters Score -5432176 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5432082.000000 Penalty: 5093.027344
	Iteration 19Q: 3 clusters Score -5432082 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -5431939.500000 Penalty: 5093.027344
	Iteration 20F: 3 clusters Score -5431940 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5431629.500000 Penalty: 5093.027344
	Iteration 21Q: 3 clusters Score -5431630 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5431276.000000 Penalty: 5093.027344
	Iteration 22Q: 3 clusters Score -5431276 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -5430889.000000 Penalty: 5093.027344
	Iteration 23Q: 3 clusters Score -5430889 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5430529.000000 Penalty: 5093.027344
	Iteration 24Q: 3 clusters Score -5430529 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5430275.000000 Penalty: 5093.027344
	Iteration 25Q: 3 clusters Score -5430275 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5430133.000000 Penalty: 5093.027344
	Iteration 26Q: 3 clusters Score -5430133 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5430008.000000 Penalty: 5093.027344
	Iteration 27Q: 3 clusters Score -5430008 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5429947.000000 Penalty: 5093.027344
	Iteration 28Q: 3 clusters Score -5429947 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -5429878.500000 Penalty: 5093.027344
	Iteration 29Q: 3 clusters Score -5429878 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5429878.000000 Penalty: 5093.027344
	Iteration 30Q: 3 clusters Score -5429878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -5429866.000000 Penalty: 5093.027344
	Iteration 31Q: 3 clusters Score -5429866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5429855.500000 Penalty: 5093.027344
	Iteration 32Q: 3 clusters Score -5429856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -5429861.000000 Penalty: 5093.027344
	Iteration 33Q: 3 clusters Score -5429861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5429877.500000 Penalty: 5093.027344
	Iteration 34Q: 3 clusters Score -5429878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5429874.000000 Penalty: 5093.027344
	Iteration 35Q: 3 clusters Score -5429874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5429880.500000 Penalty: 5093.027344
	Iteration 36Q: 3 clusters Score -5429880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5429882.000000 Penalty: 5093.027344
	Iteration 37Q: 3 clusters Score -5429882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5429869.000000 Penalty: 5093.027344
	Iteration 38Q: 3 clusters Score -5429869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5429866.000000 Penalty: 5093.027344
	Iteration 39Q: 3 clusters Score -5429866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5429961.000000 Penalty: 5093.027344
	Iteration 40F: 3 clusters Score -5429961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -5429985.000000 Penalty: 5093.027344
	Iteration 41Q: 3 clusters Score -5429985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -5429997.500000 Penalty: 5093.027344
	Iteration 42Q: 3 clusters Score -5429998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5430004.000000 Penalty: 5093.027344
	Iteration 43Q: 3 clusters Score -5430004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5430011.500000 Penalty: 5093.027344
	Iteration 44Q: 3 clusters Score -5430012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5430013.000000 Penalty: 5093.027344
	Iteration 45Q: 3 clusters Score -5430013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5430023.000000 Penalty: 5093.027344
	Iteration 46Q: 3 clusters Score -5430023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5430032.000000 Penalty: 5093.027344
	Iteration 47Q: 3 clusters Score -5430032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5430040.500000 Penalty: 5093.027344
	Iteration 48Q: 3 clusters Score -5430040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5430039.500000 Penalty: 5093.027344
	Iteration 49Q: 3 clusters Score -5430040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5430035.500000 Penalty: 5093.027344
	Iteration 50Q: 3 clusters Score -5430036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -5430035.500000 Penalty: 5093.027344
	Iteration 51F: 3 clusters Score -5430036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Entering Unmasked Estep 
Score: -4227529.000000 Penalty: 2474.564941
	Iteration 0F: 2 clusters Score -4227529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4215996.000000 Penalty: 4949.129883
	Iteration 0F: 3 clusters Score -4215996 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4221303.500000 Penalty: 4949.129883
	Iteration 1F: 3 clusters Score -4221304 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4221822.500000 Penalty: 4949.129883
	Iteration 2F: 3 clusters Score -4221822 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4222341.500000 Penalty: 4949.129883
	Iteration 3F: 3 clusters Score -4222342 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4222879.500000 Penalty: 4949.129883
	Iteration 4F: 3 clusters Score -4222880 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4223490.500000 Penalty: 4949.129883
	Iteration 5F: 3 clusters Score -4223490 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4224135.000000 Penalty: 4949.129883
	Iteration 6F: 3 clusters Score -4224135 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4224794.000000 Penalty: 4949.129883
	Iteration 7F: 3 clusters Score -4224794 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4225393.500000 Penalty: 4949.129883
	Iteration 8Q: 3 clusters Score -4225394 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4225947.000000 Penalty: 4949.129883
	Iteration 9Q: 3 clusters Score -4225947 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4226349.500000 Penalty: 4949.129883
	Iteration 10Q: 3 clusters Score -4226350 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4226672.500000 Penalty: 4949.129883
	Iteration 11Q: 3 clusters Score -4226672 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4226928.500000 Penalty: 4949.129883
	Iteration 12Q: 3 clusters Score -4226928 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4227051.500000 Penalty: 4949.129883
	Iteration 13Q: 3 clusters Score -4227052 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4227090.000000 Penalty: 4949.129883
	Iteration 14Q: 3 clusters Score -4227090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4227098.500000 Penalty: 4949.129883
	Iteration 15Q: 3 clusters Score -4227098 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4227089.000000 Penalty: 4949.129883
	Iteration 16Q: 3 clusters Score -4227089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4227058.500000 Penalty: 4949.129883
	Iteration 17Q: 3 clusters Score -4227058 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4227018.500000 Penalty: 4949.129883
	Iteration 18Q: 3 clusters Score -4227018 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4227011.000000 Penalty: 4949.129883
	Iteration 19Q: 3 clusters Score -4227011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4226988.000000 Penalty: 4949.129883
	Iteration 20F: 3 clusters Score -4226988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4226982.000000 Penalty: 4949.129883
	Iteration 21Q: 3 clusters Score -4226982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4226986.000000 Penalty: 4949.129883
	Iteration 22Q: 3 clusters Score -4226986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4227004.000000 Penalty: 4949.129883
	Iteration 23Q: 3 clusters Score -4227004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4227009.000000 Penalty: 4949.129883
	Iteration 24Q: 3 clusters Score -4227009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4227018.500000 Penalty: 4949.129883
	Iteration 25Q: 3 clusters Score -4227018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4227029.000000 Penalty: 4949.129883
	Iteration 26Q: 3 clusters Score -4227029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4227054.500000 Penalty: 4949.129883
	Iteration 27Q: 3 clusters Score -4227054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4227092.500000 Penalty: 4949.129883
	Iteration 28Q: 3 clusters Score -4227092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4227100.500000 Penalty: 4949.129883
	Iteration 29Q: 3 clusters Score -4227100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4227098.000000 Penalty: 4949.129883
	Iteration 30Q: 3 clusters Score -4227098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4227097.500000 Penalty: 4949.129883
	Iteration 31Q: 3 clusters Score -4227098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4227093.000000 Penalty: 4949.129883
	Iteration 32Q: 3 clusters Score -4227093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -4227104.500000 Penalty: 4949.129883
	Iteration 33Q: 3 clusters Score -4227104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -4227099.000000 Penalty: 4949.129883
	Iteration 34Q: 3 clusters Score -4227099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4227097.500000 Penalty: 4949.129883
	Iteration 35Q: 3 clusters Score -4227098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4227093.500000 Penalty: 4949.129883
	Iteration 36Q: 3 clusters Score -4227094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4227091.000000 Penalty: 4949.129883
	Iteration 37Q: 3 clusters Score -4227091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4227092.500000 Penalty: 4949.129883
	Iteration 38Q: 3 clusters Score -4227092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4227099.000000 Penalty: 4949.129883
	Iteration 39Q: 3 clusters Score -4227099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4227108.000000 Penalty: 4949.129883
	Iteration 40F: 3 clusters Score -4227108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4227112.000000 Penalty: 4949.129883
	Iteration 41Q: 3 clusters Score -4227112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4227121.500000 Penalty: 4949.129883
	Iteration 42Q: 3 clusters Score -4227122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4227130.500000 Penalty: 4949.129883
	Iteration 43Q: 3 clusters Score -4227130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4227127.000000 Penalty: 4949.129883
	Iteration 44Q: 3 clusters Score -4227127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4227125.500000 Penalty: 4949.129883
	Iteration 45Q: 3 clusters Score -4227126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4227123.000000 Penalty: 4949.129883
	Iteration 46Q: 3 clusters Score -4227123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4227129.500000 Penalty: 4949.129883
	Iteration 47Q: 3 clusters Score -4227130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4227133.000000 Penalty: 4949.129883
	Iteration 48Q: 3 clusters Score -4227133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4227126.000000 Penalty: 4949.129883
	Iteration 49Q: 3 clusters Score -4227126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -4227122.000000 Penalty: 4949.129883
	Iteration 50Q: 3 clusters Score -4227122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4227112.500000 Penalty: 4949.129883
	Iteration 51Q: 3 clusters Score -4227112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4227112.000000 Penalty: 4949.129883
	Iteration 52Q: 3 clusters Score -4227112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4227113.500000 Penalty: 4949.129883
	Iteration 53Q: 3 clusters Score -4227114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4227114.500000 Penalty: 4949.129883
	Iteration 54Q: 3 clusters Score -4227114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4227114.500000 Penalty: 4949.129883
	Iteration 55F: 3 clusters Score -4227114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Entering Unmasked Estep 
Score: -4472082.000000 Penalty: 2487.218262
	Iteration 0F: 2 clusters Score -4472082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4462092.000000 Penalty: 4974.436523
	Iteration 0F: 3 clusters Score -4462092 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4467560.500000 Penalty: 4974.436523
	Iteration 1F: 3 clusters Score -4467560 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4467981.000000 Penalty: 4974.436523
	Iteration 2F: 3 clusters Score -4467981 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4468370.500000 Penalty: 4974.436523
	Iteration 3Q: 3 clusters Score -4468370 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4468731.500000 Penalty: 4974.436523
	Iteration 4Q: 3 clusters Score -4468732 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4469114.500000 Penalty: 4974.436523
	Iteration 5Q: 3 clusters Score -4469114 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4469520.000000 Penalty: 4974.436523
	Iteration 6Q: 3 clusters Score -4469520 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4469946.500000 Penalty: 4974.436523
	Iteration 7F: 3 clusters Score -4469946 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4470410.500000 Penalty: 4974.436523
	Iteration 8Q: 3 clusters Score -4470410 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4470905.500000 Penalty: 4974.436523
	Iteration 9Q: 3 clusters Score -4470906 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -4471393.500000 Penalty: 4974.436523
	Iteration 10Q: 3 clusters Score -4471394 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4471845.000000 Penalty: 4974.436523
	Iteration 11Q: 3 clusters Score -4471845 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4472103.000000 Penalty: 4974.436523
	Iteration 12Q: 3 clusters Score -4472103 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4472241.000000 Penalty: 4974.436523
	Iteration 13Q: 3 clusters Score -4472241 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4472298.500000 Penalty: 4974.436523
	Iteration 14Q: 3 clusters Score -4472298 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4472309.000000 Penalty: 4974.436523
	Iteration 15Q: 3 clusters Score -4472309 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4472326.000000 Penalty: 4974.436523
	Iteration 16Q: 3 clusters Score -4472326 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4472319.000000 Penalty: 4974.436523
	Iteration 17Q: 3 clusters Score -4472319 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4472308.000000 Penalty: 4974.436523
	Iteration 18Q: 3 clusters Score -4472308 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4472329.500000 Penalty: 4974.436523
	Iteration 19Q: 3 clusters Score -4472330 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4472370.500000 Penalty: 4974.436523
	Iteration 20F: 3 clusters Score -4472370 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4472392.500000 Penalty: 4974.436523
	Iteration 21Q: 3 clusters Score -4472392 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4472461.000000 Penalty: 4974.436523
	Iteration 22Q: 3 clusters Score -4472461 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4472534.500000 Penalty: 4974.436523
	Iteration 23Q: 3 clusters Score -4472534 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4472643.000000 Penalty: 4974.436523
	Iteration 24Q: 3 clusters Score -4472643 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4472777.500000 Penalty: 4974.436523
	Iteration 25Q: 3 clusters Score -4472778 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4472974.500000 Penalty: 4974.436523
	Iteration 26Q: 3 clusters Score -4472974 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4473152.500000 Penalty: 4974.436523
	Iteration 27Q: 3 clusters Score -4473152 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4473326.500000 Penalty: 4974.436523
	Iteration 28Q: 3 clusters Score -4473326 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4473515.000000 Penalty: 4974.436523
	Iteration 29Q: 3 clusters Score -4473515 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4473750.500000 Penalty: 4974.436523
	Iteration 30Q: 3 clusters Score -4473750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -4473957.500000 Penalty: 4974.436523
	Iteration 31Q: 3 clusters Score -4473958 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4474169.500000 Penalty: 4974.436523
	Iteration 32Q: 3 clusters Score -4474170 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4474313.000000 Penalty: 4974.436523
	Iteration 33Q: 3 clusters Score -4474313 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4474486.000000 Penalty: 4974.436523
	Iteration 34Q: 3 clusters Score -4474486 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4474654.500000 Penalty: 4974.436523
	Iteration 35Q: 3 clusters Score -4474654 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4474715.500000 Penalty: 4974.436523
	Iteration 36Q: 3 clusters Score -4474716 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4474722.000000 Penalty: 4974.436523
	Iteration 37Q: 3 clusters Score -4474722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4474748.500000 Penalty: 4974.436523
	Iteration 38Q: 3 clusters Score -4474748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4474771.000000 Penalty: 4974.436523
	Iteration 39Q: 3 clusters Score -4474771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4474878.500000 Penalty: 4974.436523
	Iteration 40F: 3 clusters Score -4474878 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4474928.000000 Penalty: 4974.436523
	Iteration 41Q: 3 clusters Score -4474928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4474945.500000 Penalty: 4974.436523
	Iteration 42Q: 3 clusters Score -4474946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4474976.500000 Penalty: 4974.436523
	Iteration 43Q: 3 clusters Score -4474976 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4474991.000000 Penalty: 4974.436523
	Iteration 44Q: 3 clusters Score -4474991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4475004.500000 Penalty: 4974.436523
	Iteration 45Q: 3 clusters Score -4475004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4475011.000000 Penalty: 4974.436523
	Iteration 46Q: 3 clusters Score -4475011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4475050.000000 Penalty: 4974.436523
	Iteration 47Q: 3 clusters Score -4475050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4475049.500000 Penalty: 4974.436523
	Iteration 48Q: 3 clusters Score -4475050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4475052.000000 Penalty: 4974.436523
	Iteration 49Q: 3 clusters Score -4475052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4475059.000000 Penalty: 4974.436523
	Iteration 50Q: 3 clusters Score -4475059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4475061.000000 Penalty: 4974.436523
	Iteration 51Q: 3 clusters Score -4475061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 4974.436523
	Iteration 52Q: 3 clusters Score -4475051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 4974.436523
	Iteration 53Q: 3 clusters Score -4475051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4475049.500000 Penalty: 4974.436523
	Iteration 54Q: 3 clusters Score -4475050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4475052.500000 Penalty: 4974.436523
	Iteration 55Q: 3 clusters Score -4475052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4475054.500000 Penalty: 4974.436523
	Iteration 56Q: 3 clusters Score -4475054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4475050.500000 Penalty: 4974.436523
	Iteration 57Q: 3 clusters Score -4475050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 4974.436523
	Iteration 58Q: 3 clusters Score -4475051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4475055.000000 Penalty: 4974.436523
	Iteration 59Q: 3 clusters Score -4475055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4475053.500000 Penalty: 4974.436523
	Iteration 60F: 3 clusters Score -4475054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 4974.436523
	Iteration 61Q: 3 clusters Score -4475051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4475051.500000 Penalty: 4974.436523
	Iteration 62Q: 3 clusters Score -4475052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -4475052.500000 Penalty: 4974.436523
	Iteration 63Q: 3 clusters Score -4475052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 4974.436523
	Iteration 64Q: 3 clusters Score -4475051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4475055.500000 Penalty: 4974.436523
	Iteration 65Q: 3 clusters Score -4475056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4475051.500000 Penalty: 4974.436523
	Iteration 66Q: 3 clusters Score -4475052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4475053.000000 Penalty: 4974.436523
	Iteration 67Q: 3 clusters Score -4475053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4475056.000000 Penalty: 4974.436523
	Iteration 68Q: 3 clusters Score -4475056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4475061.500000 Penalty: 4974.436523
	Iteration 69Q: 3 clusters Score -4475062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -4475062.000000 Penalty: 4974.436523
	Iteration 70Q: 3 clusters Score -4475062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4475060.500000 Penalty: 4974.436523
	Iteration 71Q: 3 clusters Score -4475060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4475060.500000 Penalty: 4974.436523
	Iteration 72F: 3 clusters Score -4475060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 39078 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32908 members 
Mstep: Class 21 contains 27497 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 25401 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25846 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 18567 members 
Mstep: Class 30 contains 10154 members 
Entering Unmasked Estep 
Score: -87176800.000000 Penalty: 97178.789062
Splitting cluster 15 changes total score from -87164184.000000 to -87176800.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (4936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Entering Unmasked Estep 
Score: -913940.187500 Penalty: 2109.069092
	Iteration 0F: 2 clusters Score -913940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -909465.437500 Penalty: 4218.138184
	Iteration 0F: 3 clusters Score -909465.4 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -910498.062500 Penalty: 4218.138184
	Iteration 1F: 3 clusters Score -910498.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -910713.687500 Penalty: 4218.138184
	Iteration 2F: 3 clusters Score -910713.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -910843.937500 Penalty: 4218.138184
	Iteration 3F: 3 clusters Score -910843.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -910918.875000 Penalty: 4218.138184
	Iteration 4Q: 3 clusters Score -910918.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -910976.250000 Penalty: 4218.138184
	Iteration 5Q: 3 clusters Score -910976.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -911021.312500 Penalty: 4218.138184
	Iteration 6Q: 3 clusters Score -911021.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -911056.500000 Penalty: 4218.138184
	Iteration 7Q: 3 clusters Score -911056.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -911095.500000 Penalty: 4218.138184
	Iteration 8Q: 3 clusters Score -911095.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -911132.625000 Penalty: 4218.138184
	Iteration 9Q: 3 clusters Score -911132.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -911167.687500 Penalty: 4218.138184
	Iteration 10Q: 3 clusters Score -911167.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -911199.875000 Penalty: 4218.138184
	Iteration 11Q: 3 clusters Score -911199.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -911231.937500 Penalty: 4218.138184
	Iteration 12Q: 3 clusters Score -911231.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -911261.125000 Penalty: 4218.138184
	Iteration 13Q: 3 clusters Score -911261.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -911290.250000 Penalty: 4218.138184
	Iteration 14Q: 3 clusters Score -911290.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -911328.437500 Penalty: 4218.138184
	Iteration 15Q: 3 clusters Score -911328.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -911368.312500 Penalty: 4218.138184
	Iteration 16Q: 3 clusters Score -911368.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -911410.875000 Penalty: 4218.138184
	Iteration 17Q: 3 clusters Score -911410.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -911454.500000 Penalty: 4218.138184
	Iteration 18Q: 3 clusters Score -911454.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -911509.437500 Penalty: 4218.138184
	Iteration 19Q: 3 clusters Score -911509.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -911570.000000 Penalty: 4218.138184
	Iteration 20F: 3 clusters Score -911570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -911635.937500 Penalty: 4218.138184
	Iteration 21Q: 3 clusters Score -911635.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -911705.687500 Penalty: 4218.138184
	Iteration 22Q: 3 clusters Score -911705.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -911764.500000 Penalty: 4218.138184
	Iteration 23Q: 3 clusters Score -911764.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -911820.750000 Penalty: 4218.138184
	Iteration 24Q: 3 clusters Score -911820.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -911870.812500 Penalty: 4218.138184
	Iteration 25Q: 3 clusters Score -911870.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -911920.000000 Penalty: 4218.138184
	Iteration 26Q: 3 clusters Score -911920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -911960.500000 Penalty: 4218.138184
	Iteration 27Q: 3 clusters Score -911960.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -911998.125000 Penalty: 4218.138184
	Iteration 28Q: 3 clusters Score -911998.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -912025.000000 Penalty: 4218.138184
	Iteration 29Q: 3 clusters Score -912025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -912050.375000 Penalty: 4218.138184
	Iteration 30Q: 3 clusters Score -912050.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -912074.437500 Penalty: 4218.138184
	Iteration 31Q: 3 clusters Score -912074.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -912097.375000 Penalty: 4218.138184
	Iteration 32Q: 3 clusters Score -912097.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -912112.562500 Penalty: 4218.138184
	Iteration 33Q: 3 clusters Score -912112.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -912125.687500 Penalty: 4218.138184
	Iteration 34Q: 3 clusters Score -912125.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -912140.062500 Penalty: 4218.138184
	Iteration 35Q: 3 clusters Score -912140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -912152.625000 Penalty: 4218.138184
	Iteration 36Q: 3 clusters Score -912152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -912162.437500 Penalty: 4218.138184
	Iteration 37Q: 3 clusters Score -912162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -912171.250000 Penalty: 4218.138184
	Iteration 38Q: 3 clusters Score -912171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -912186.562500 Penalty: 4218.138184
	Iteration 39Q: 3 clusters Score -912186.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -912201.000000 Penalty: 4218.138184
	Iteration 40F: 3 clusters Score -912201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -912206.375000 Penalty: 4218.138184
	Iteration 41Q: 3 clusters Score -912206.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -912211.312500 Penalty: 4218.138184
	Iteration 42Q: 3 clusters Score -912211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -912215.562500 Penalty: 4218.138184
	Iteration 43Q: 3 clusters Score -912215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -912220.312500 Penalty: 4218.138184
	Iteration 44Q: 3 clusters Score -912220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -912224.062500 Penalty: 4218.138184
	Iteration 45Q: 3 clusters Score -912224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -912225.062500 Penalty: 4218.138184
	Iteration 46Q: 3 clusters Score -912225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -912230.125000 Penalty: 4218.138184
	Iteration 47Q: 3 clusters Score -912230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -912231.937500 Penalty: 4218.138184
	Iteration 48Q: 3 clusters Score -912231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -912234.000000 Penalty: 4218.138184
	Iteration 49Q: 3 clusters Score -912234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -912237.937500 Penalty: 4218.138184
	Iteration 50Q: 3 clusters Score -912237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -912242.125000 Penalty: 4218.138184
	Iteration 51Q: 3 clusters Score -912242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -912245.750000 Penalty: 4218.138184
	Iteration 52Q: 3 clusters Score -912245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -912248.687500 Penalty: 4218.138184
	Iteration 53Q: 3 clusters Score -912248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -912251.187500 Penalty: 4218.138184
	Iteration 54Q: 3 clusters Score -912251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -912252.500000 Penalty: 4218.138184
	Iteration 55Q: 3 clusters Score -912252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -912254.000000 Penalty: 4218.138184
	Iteration 56Q: 3 clusters Score -912254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -912256.625000 Penalty: 4218.138184
	Iteration 57Q: 3 clusters Score -912256.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -912256.625000 Penalty: 4218.138184
	Iteration 58F: 3 clusters Score -912256.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Entering Unmasked Estep 
Score: -5804074.500000 Penalty: 2564.664062
	Iteration 0F: 2 clusters Score -5804074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5784252.500000 Penalty: 5129.328125
	Iteration 0F: 3 clusters Score -5784252 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -5791869.500000 Penalty: 5129.328125
	Iteration 1F: 3 clusters Score -5791870 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5792439.500000 Penalty: 5129.328125
	Iteration 2Q: 3 clusters Score -5792440 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5793026.500000 Penalty: 5129.328125
	Iteration 3Q: 3 clusters Score -5793026 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5793734.000000 Penalty: 5129.328125
	Iteration 4Q: 3 clusters Score -5793734 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -5794552.000000 Penalty: 5129.328125
	Iteration 5Q: 3 clusters Score -5794552 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5795583.000000 Penalty: 5129.328125
	Iteration 6F: 3 clusters Score -5795583 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5796641.000000 Penalty: 5129.328125
	Iteration 7F: 3 clusters Score -5796641 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5797632.000000 Penalty: 5129.328125
	Iteration 8F: 3 clusters Score -5797632 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5798537.000000 Penalty: 5129.328125
	Iteration 9Q: 3 clusters Score -5798537 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5799230.500000 Penalty: 5129.328125
	Iteration 10Q: 3 clusters Score -5799230 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5799656.500000 Penalty: 5129.328125
	Iteration 11Q: 3 clusters Score -5799656 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -5799915.500000 Penalty: 5129.328125
	Iteration 12Q: 3 clusters Score -5799916 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -5800099.000000 Penalty: 5129.328125
	Iteration 13Q: 3 clusters Score -5800099 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5800217.500000 Penalty: 5129.328125
	Iteration 14Q: 3 clusters Score -5800218 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -5800282.500000 Penalty: 5129.328125
	Iteration 15Q: 3 clusters Score -5800282 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -5800393.000000 Penalty: 5129.328125
	Iteration 16Q: 3 clusters Score -5800393 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -5800469.000000 Penalty: 5129.328125
	Iteration 17Q: 3 clusters Score -5800469 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5800549.500000 Penalty: 5129.328125
	Iteration 18Q: 3 clusters Score -5800550 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5800620.500000 Penalty: 5129.328125
	Iteration 19Q: 3 clusters Score -5800620 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5800692.000000 Penalty: 5129.328125
	Iteration 20F: 3 clusters Score -5800692 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5800766.500000 Penalty: 5129.328125
	Iteration 21Q: 3 clusters Score -5800766 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5800829.500000 Penalty: 5129.328125
	Iteration 22Q: 3 clusters Score -5800830 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -5800911.500000 Penalty: 5129.328125
	Iteration 23Q: 3 clusters Score -5800912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5800961.500000 Penalty: 5129.328125
	Iteration 24Q: 3 clusters Score -5800962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5801030.000000 Penalty: 5129.328125
	Iteration 25Q: 3 clusters Score -5801030 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5801105.500000 Penalty: 5129.328125
	Iteration 26Q: 3 clusters Score -5801106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5801177.500000 Penalty: 5129.328125
	Iteration 27Q: 3 clusters Score -5801178 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -5801240.000000 Penalty: 5129.328125
	Iteration 28Q: 3 clusters Score -5801240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5801311.000000 Penalty: 5129.328125
	Iteration 29Q: 3 clusters Score -5801311 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5801381.000000 Penalty: 5129.328125
	Iteration 30Q: 3 clusters Score -5801381 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5801431.500000 Penalty: 5129.328125
	Iteration 31Q: 3 clusters Score -5801432 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5801509.500000 Penalty: 5129.328125
	Iteration 32Q: 3 clusters Score -5801510 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5801529.000000 Penalty: 5129.328125
	Iteration 33Q: 3 clusters Score -5801529 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5801567.500000 Penalty: 5129.328125
	Iteration 34Q: 3 clusters Score -5801568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -5801623.000000 Penalty: 5129.328125
	Iteration 35Q: 3 clusters Score -5801623 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5801665.500000 Penalty: 5129.328125
	Iteration 36Q: 3 clusters Score -5801666 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5801693.000000 Penalty: 5129.328125
	Iteration 37Q: 3 clusters Score -5801693 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5801724.000000 Penalty: 5129.328125
	Iteration 38Q: 3 clusters Score -5801724 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -5801742.000000 Penalty: 5129.328125
	Iteration 39Q: 3 clusters Score -5801742 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5801779.000000 Penalty: 5129.328125
	Iteration 40F: 3 clusters Score -5801779 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5801801.500000 Penalty: 5129.328125
	Iteration 41Q: 3 clusters Score -5801802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -5801805.500000 Penalty: 5129.328125
	Iteration 42Q: 3 clusters Score -5801806 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5801831.000000 Penalty: 5129.328125
	Iteration 43Q: 3 clusters Score -5801831 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -5801827.000000 Penalty: 5129.328125
	Iteration 44Q: 3 clusters Score -5801827 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5801811.500000 Penalty: 5129.328125
	Iteration 45Q: 3 clusters Score -5801812 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5801826.000000 Penalty: 5129.328125
	Iteration 46Q: 3 clusters Score -5801826 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -5801832.000000 Penalty: 5129.328125
	Iteration 47Q: 3 clusters Score -5801832 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5801836.500000 Penalty: 5129.328125
	Iteration 48Q: 3 clusters Score -5801836 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -5801835.000000 Penalty: 5129.328125
	Iteration 49Q: 3 clusters Score -5801835 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5801847.500000 Penalty: 5129.328125
	Iteration 50Q: 3 clusters Score -5801848 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5801845.500000 Penalty: 5129.328125
	Iteration 51Q: 3 clusters Score -5801846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5801858.000000 Penalty: 5129.328125
	Iteration 52Q: 3 clusters Score -5801858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -5801844.500000 Penalty: 5129.328125
	Iteration 53Q: 3 clusters Score -5801844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -5801843.000000 Penalty: 5129.328125
	Iteration 54Q: 3 clusters Score -5801843 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5801847.500000 Penalty: 5129.328125
	Iteration 55Q: 3 clusters Score -5801848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5801847.500000 Penalty: 5129.328125
	Iteration 56Q: 3 clusters Score -5801848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5801861.000000 Penalty: 5129.328125
	Iteration 57Q: 3 clusters Score -5801861 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5801888.000000 Penalty: 5129.328125
	Iteration 58Q: 3 clusters Score -5801888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -5801891.000000 Penalty: 5129.328125
	Iteration 59Q: 3 clusters Score -5801891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5801887.000000 Penalty: 5129.328125
	Iteration 60F: 3 clusters Score -5801887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5801868.500000 Penalty: 5129.328125
	Iteration 61Q: 3 clusters Score -5801868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5801890.000000 Penalty: 5129.328125
	Iteration 62Q: 3 clusters Score -5801890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -5801896.000000 Penalty: 5129.328125
	Iteration 63Q: 3 clusters Score -5801896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5801897.500000 Penalty: 5129.328125
	Iteration 64Q: 3 clusters Score -5801898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5801902.500000 Penalty: 5129.328125
	Iteration 65Q: 3 clusters Score -5801902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5801912.000000 Penalty: 5129.328125
	Iteration 66Q: 3 clusters Score -5801912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -5801916.000000 Penalty: 5129.328125
	Iteration 67Q: 3 clusters Score -5801916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5801930.000000 Penalty: 5129.328125
	Iteration 68Q: 3 clusters Score -5801930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5801948.000000 Penalty: 5129.328125
	Iteration 69Q: 3 clusters Score -5801948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -5801973.500000 Penalty: 5129.328125
	Iteration 70Q: 3 clusters Score -5801974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -5801978.500000 Penalty: 5129.328125
	Iteration 71Q: 3 clusters Score -5801978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5802003.000000 Penalty: 5129.328125
	Iteration 72Q: 3 clusters Score -5802003 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5802019.500000 Penalty: 5129.328125
	Iteration 73Q: 3 clusters Score -5802020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -5802013.500000 Penalty: 5129.328125
	Iteration 74Q: 3 clusters Score -5802014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -5802037.000000 Penalty: 5129.328125
	Iteration 75Q: 3 clusters Score -5802037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5802029.000000 Penalty: 5129.328125
	Iteration 76Q: 3 clusters Score -5802029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5802055.000000 Penalty: 5129.328125
	Iteration 77Q: 3 clusters Score -5802055 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5802064.500000 Penalty: 5129.328125
	Iteration 78Q: 3 clusters Score -5802064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -5802080.500000 Penalty: 5129.328125
	Iteration 79Q: 3 clusters Score -5802080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5802072.500000 Penalty: 5129.328125
	Iteration 80F: 3 clusters Score -5802072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -5802103.000000 Penalty: 5129.328125
	Iteration 81Q: 3 clusters Score -5802103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5802121.500000 Penalty: 5129.328125
	Iteration 82Q: 3 clusters Score -5802122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5802111.500000 Penalty: 5129.328125
	Iteration 83Q: 3 clusters Score -5802112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5802119.000000 Penalty: 5129.328125
	Iteration 84Q: 3 clusters Score -5802119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5802126.500000 Penalty: 5129.328125
	Iteration 85Q: 3 clusters Score -5802126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5802125.500000 Penalty: 5129.328125
	Iteration 86Q: 3 clusters Score -5802126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5802117.000000 Penalty: 5129.328125
	Iteration 87Q: 3 clusters Score -5802117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -5802136.000000 Penalty: 5129.328125
	Iteration 88Q: 3 clusters Score -5802136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5802137.500000 Penalty: 5129.328125
	Iteration 89Q: 3 clusters Score -5802138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -5802141.000000 Penalty: 5129.328125
	Iteration 90Q: 3 clusters Score -5802141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5802154.500000 Penalty: 5129.328125
	Iteration 91Q: 3 clusters Score -5802154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5802173.500000 Penalty: 5129.328125
	Iteration 92Q: 3 clusters Score -5802174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5802174.500000 Penalty: 5129.328125
	Iteration 93Q: 3 clusters Score -5802174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5802170.000000 Penalty: 5129.328125
	Iteration 94Q: 3 clusters Score -5802170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5802162.000000 Penalty: 5129.328125
	Iteration 95Q: 3 clusters Score -5802162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5802166.000000 Penalty: 5129.328125
	Iteration 96Q: 3 clusters Score -5802166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5802174.000000 Penalty: 5129.328125
	Iteration 97Q: 3 clusters Score -5802174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5802169.000000 Penalty: 5129.328125
	Iteration 98Q: 3 clusters Score -5802169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5802178.000000 Penalty: 5129.328125
	Iteration 99Q: 3 clusters Score -5802178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5802197.500000 Penalty: 5129.328125
	Iteration 100F: 3 clusters Score -5802198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5802210.000000 Penalty: 5129.328125
	Iteration 101Q: 3 clusters Score -5802210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -5802223.500000 Penalty: 5129.328125
	Iteration 102Q: 3 clusters Score -5802224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5802247.000000 Penalty: 5129.328125
	Iteration 103Q: 3 clusters Score -5802247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5802246.000000 Penalty: 5129.328125
	Iteration 104Q: 3 clusters Score -5802246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -5802246.000000 Penalty: 5129.328125
	Iteration 105Q: 3 clusters Score -5802246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5802260.500000 Penalty: 5129.328125
	Iteration 106Q: 3 clusters Score -5802260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5802257.000000 Penalty: 5129.328125
	Iteration 107Q: 3 clusters Score -5802257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5802252.500000 Penalty: 5129.328125
	Iteration 108Q: 3 clusters Score -5802252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -5802248.000000 Penalty: 5129.328125
	Iteration 109Q: 3 clusters Score -5802248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5802240.000000 Penalty: 5129.328125
	Iteration 110Q: 3 clusters Score -5802240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5802227.000000 Penalty: 5129.328125
	Iteration 111Q: 3 clusters Score -5802227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5802234.000000 Penalty: 5129.328125
	Iteration 112Q: 3 clusters Score -5802234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5802243.500000 Penalty: 5129.328125
	Iteration 113Q: 3 clusters Score -5802244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -5802255.500000 Penalty: 5129.328125
	Iteration 114Q: 3 clusters Score -5802256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5802262.500000 Penalty: 5129.328125
	Iteration 115Q: 3 clusters Score -5802262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5802266.500000 Penalty: 5129.328125
	Iteration 116Q: 3 clusters Score -5802266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5802270.500000 Penalty: 5129.328125
	Iteration 117Q: 3 clusters Score -5802270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5802279.000000 Penalty: 5129.328125
	Iteration 118Q: 3 clusters Score -5802279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5802285.500000 Penalty: 5129.328125
	Iteration 119Q: 3 clusters Score -5802286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5802288.500000 Penalty: 5129.328125
	Iteration 120F: 3 clusters Score -5802288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5802287.500000 Penalty: 5129.328125
	Iteration 121Q: 3 clusters Score -5802288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5802290.500000 Penalty: 5129.328125
	Iteration 122Q: 3 clusters Score -5802290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5802299.500000 Penalty: 5129.328125
	Iteration 123Q: 3 clusters Score -5802300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5802315.500000 Penalty: 5129.328125
	Iteration 124Q: 3 clusters Score -5802316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5802329.500000 Penalty: 5129.328125
	Iteration 125Q: 3 clusters Score -5802330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5802344.000000 Penalty: 5129.328125
	Iteration 126Q: 3 clusters Score -5802344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5802347.500000 Penalty: 5129.328125
	Iteration 127Q: 3 clusters Score -5802348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5802349.000000 Penalty: 5129.328125
	Iteration 128Q: 3 clusters Score -5802349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5802356.500000 Penalty: 5129.328125
	Iteration 129Q: 3 clusters Score -5802356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5802369.500000 Penalty: 5129.328125
	Iteration 130Q: 3 clusters Score -5802370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5802385.000000 Penalty: 5129.328125
	Iteration 131Q: 3 clusters Score -5802385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5802373.000000 Penalty: 5129.328125
	Iteration 132Q: 3 clusters Score -5802373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5802393.500000 Penalty: 5129.328125
	Iteration 133Q: 3 clusters Score -5802394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5802409.500000 Penalty: 5129.328125
	Iteration 134Q: 3 clusters Score -5802410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5802401.000000 Penalty: 5129.328125
	Iteration 135Q: 3 clusters Score -5802401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5802395.500000 Penalty: 5129.328125
	Iteration 136Q: 3 clusters Score -5802396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5129.328125
	Iteration 137Q: 3 clusters Score -5802404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5802406.000000 Penalty: 5129.328125
	Iteration 138Q: 3 clusters Score -5802406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5129.328125
	Iteration 139Q: 3 clusters Score -5802404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5802400.500000 Penalty: 5129.328125
	Iteration 140F: 3 clusters Score -5802400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5802410.500000 Penalty: 5129.328125
	Iteration 141Q: 3 clusters Score -5802410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5802405.000000 Penalty: 5129.328125
	Iteration 142Q: 3 clusters Score -5802405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5129.328125
	Iteration 143Q: 3 clusters Score -5802404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5802398.000000 Penalty: 5129.328125
	Iteration 144Q: 3 clusters Score -5802398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5802397.500000 Penalty: 5129.328125
	Iteration 145Q: 3 clusters Score -5802398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5802396.500000 Penalty: 5129.328125
	Iteration 146Q: 3 clusters Score -5802396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5802391.000000 Penalty: 5129.328125
	Iteration 147Q: 3 clusters Score -5802391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5802391.500000 Penalty: 5129.328125
	Iteration 148Q: 3 clusters Score -5802392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5802393.500000 Penalty: 5129.328125
	Iteration 149Q: 3 clusters Score -5802394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5802400.500000 Penalty: 5129.328125
	Iteration 150Q: 3 clusters Score -5802400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5802400.500000 Penalty: 5129.328125
	Iteration 151Q: 3 clusters Score -5802400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5802403.000000 Penalty: 5129.328125
	Iteration 152Q: 3 clusters Score -5802403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5802399.000000 Penalty: 5129.328125
	Iteration 153Q: 3 clusters Score -5802399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5802408.500000 Penalty: 5129.328125
	Iteration 154Q: 3 clusters Score -5802408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5802418.500000 Penalty: 5129.328125
	Iteration 155Q: 3 clusters Score -5802418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5802412.000000 Penalty: 5129.328125
	Iteration 156Q: 3 clusters Score -5802412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5802408.500000 Penalty: 5129.328125
	Iteration 157Q: 3 clusters Score -5802408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5129.328125
	Iteration 158Q: 3 clusters Score -5802404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5802402.000000 Penalty: 5129.328125
	Iteration 159Q: 3 clusters Score -5802402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5802402.000000 Penalty: 5129.328125
	Iteration 160F: 3 clusters Score -5802402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5802401.000000 Penalty: 5129.328125
	Iteration 161Q: 3 clusters Score -5802401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5802401.000000 Penalty: 5129.328125
	Iteration 162Q: 3 clusters Score -5802401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5802404.500000 Penalty: 5129.328125
	Iteration 163Q: 3 clusters Score -5802404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5802406.000000 Penalty: 5129.328125
	Iteration 164Q: 3 clusters Score -5802406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5802410.500000 Penalty: 5129.328125
	Iteration 165Q: 3 clusters Score -5802410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5802407.500000 Penalty: 5129.328125
	Iteration 166Q: 3 clusters Score -5802408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5802404.000000 Penalty: 5129.328125
	Iteration 167Q: 3 clusters Score -5802404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5802409.000000 Penalty: 5129.328125
	Iteration 168Q: 3 clusters Score -5802409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5802402.500000 Penalty: 5129.328125
	Iteration 169Q: 3 clusters Score -5802402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5802398.500000 Penalty: 5129.328125
	Iteration 170Q: 3 clusters Score -5802398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5802401.500000 Penalty: 5129.328125
	Iteration 171Q: 3 clusters Score -5802402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5802402.000000 Penalty: 5129.328125
	Iteration 172Q: 3 clusters Score -5802402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5802401.500000 Penalty: 5129.328125
	Iteration 173Q: 3 clusters Score -5802402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5802409.000000 Penalty: 5129.328125
	Iteration 174Q: 3 clusters Score -5802409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5802425.500000 Penalty: 5129.328125
	Iteration 175Q: 3 clusters Score -5802426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5802424.000000 Penalty: 5129.328125
	Iteration 176Q: 3 clusters Score -5802424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -5802432.500000 Penalty: 5129.328125
	Iteration 177Q: 3 clusters Score -5802432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5802431.000000 Penalty: 5129.328125
	Iteration 178Q: 3 clusters Score -5802431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5802430.500000 Penalty: 5129.328125
	Iteration 179Q: 3 clusters Score -5802430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5802415.000000 Penalty: 5129.328125
	Iteration 180F: 3 clusters Score -5802415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -5802421.000000 Penalty: 5129.328125
	Iteration 181Q: 3 clusters Score -5802421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5802429.500000 Penalty: 5129.328125
	Iteration 182Q: 3 clusters Score -5802430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5802431.500000 Penalty: 5129.328125
	Iteration 183Q: 3 clusters Score -5802432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5802435.500000 Penalty: 5129.328125
	Iteration 184Q: 3 clusters Score -5802436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5802434.500000 Penalty: 5129.328125
	Iteration 185Q: 3 clusters Score -5802434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5802440.000000 Penalty: 5129.328125
	Iteration 186Q: 3 clusters Score -5802440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5802437.500000 Penalty: 5129.328125
	Iteration 187Q: 3 clusters Score -5802438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5802437.500000 Penalty: 5129.328125
	Iteration 188F: 3 clusters Score -5802438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -96338.773438 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -96338.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -94884.835938 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -94884.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -95153.039062 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -95153.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95249.000000 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -95249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95333.000000 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -95333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95450.242188 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -95450.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -95595.320312 Penalty: 3172.877197
	Iteration 5F: 3 clusters Score -95595.32 nChanged 28
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: -95733.187500 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -95733.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -95821.125000 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -95821.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -95871.546875 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -95871.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -95922.726562 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -95922.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -95949.859375 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -95949.86 nChanged 6
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: -95976.296875 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -95976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -96013.460938 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -96013.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -96037.093750 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -96037.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -96057.585938 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -96057.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -96068.843750 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -96068.84 nChanged 1
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: -96085.304688 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -96085.3 nChanged 0
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: -96085.304688 Penalty: 3172.877197
	Iteration 17F: 3 clusters Score -96085.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 136 members 
Entering Unmasked Estep 
Score: -46542.085938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46542.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46623.312500 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46623.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46658.695312 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46669.382812 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46669.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46681.656250 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46681.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46696.917969 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46696.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46705.507812 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46705.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46717.675781 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -46717.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46717.675781 Penalty: 2822.418457
	Iteration 8F: 3 clusters Score -46717.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Entering Unmasked Estep 
Score: -6082421.500000 Penalty: 2579.564941
	Iteration 0F: 2 clusters Score -6082422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -6061080.500000 Penalty: 5159.129883
	Iteration 0F: 3 clusters Score -6061080 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -6068998.000000 Penalty: 5159.129883
	Iteration 1F: 3 clusters Score -6068998 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -6069435.500000 Penalty: 5159.129883
	Iteration 2Q: 3 clusters Score -6069436 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6069824.500000 Penalty: 5159.129883
	Iteration 3Q: 3 clusters Score -6069824 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -6070207.500000 Penalty: 5159.129883
	Iteration 4Q: 3 clusters Score -6070208 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -6070705.500000 Penalty: 5159.129883
	Iteration 5Q: 3 clusters Score -6070706 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -6071359.000000 Penalty: 5159.129883
	Iteration 6Q: 3 clusters Score -6071359 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -6072256.000000 Penalty: 5159.129883
	Iteration 7Q: 3 clusters Score -6072256 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -6073442.000000 Penalty: 5159.129883
	Iteration 8F: 3 clusters Score -6073442 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -6074819.000000 Penalty: 5159.129883
	Iteration 9F: 3 clusters Score -6074819 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6076232.000000 Penalty: 5159.129883
	Iteration 10F: 3 clusters Score -6076232 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -6077399.000000 Penalty: 5159.129883
	Iteration 11Q: 3 clusters Score -6077399 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -6078217.500000 Penalty: 5159.129883
	Iteration 12Q: 3 clusters Score -6078218 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6078764.500000 Penalty: 5159.129883
	Iteration 13Q: 3 clusters Score -6078764 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -6079083.000000 Penalty: 5159.129883
	Iteration 14Q: 3 clusters Score -6079083 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6079289.000000 Penalty: 5159.129883
	Iteration 15Q: 3 clusters Score -6079289 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -6079452.500000 Penalty: 5159.129883
	Iteration 16Q: 3 clusters Score -6079452 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -6079510.000000 Penalty: 5159.129883
	Iteration 17Q: 3 clusters Score -6079510 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -6079562.000000 Penalty: 5159.129883
	Iteration 18Q: 3 clusters Score -6079562 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -6079626.000000 Penalty: 5159.129883
	Iteration 19Q: 3 clusters Score -6079626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -6079758.500000 Penalty: 5159.129883
	Iteration 20F: 3 clusters Score -6079758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -6079768.000000 Penalty: 5159.129883
	Iteration 21Q: 3 clusters Score -6079768 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6079796.000000 Penalty: 5159.129883
	Iteration 22Q: 3 clusters Score -6079796 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6079817.500000 Penalty: 5159.129883
	Iteration 23Q: 3 clusters Score -6079818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6079834.500000 Penalty: 5159.129883
	Iteration 24Q: 3 clusters Score -6079834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6079861.500000 Penalty: 5159.129883
	Iteration 25Q: 3 clusters Score -6079862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6079878.500000 Penalty: 5159.129883
	Iteration 26Q: 3 clusters Score -6079878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6079882.500000 Penalty: 5159.129883
	Iteration 27Q: 3 clusters Score -6079882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6079912.000000 Penalty: 5159.129883
	Iteration 28Q: 3 clusters Score -6079912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6079929.500000 Penalty: 5159.129883
	Iteration 29Q: 3 clusters Score -6079930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6079946.500000 Penalty: 5159.129883
	Iteration 30Q: 3 clusters Score -6079946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6079991.000000 Penalty: 5159.129883
	Iteration 31Q: 3 clusters Score -6079991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6080012.000000 Penalty: 5159.129883
	Iteration 32Q: 3 clusters Score -6080012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6080039.500000 Penalty: 5159.129883
	Iteration 33Q: 3 clusters Score -6080040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6080089.000000 Penalty: 5159.129883
	Iteration 34Q: 3 clusters Score -6080089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6080096.500000 Penalty: 5159.129883
	Iteration 35Q: 3 clusters Score -6080096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6080110.000000 Penalty: 5159.129883
	Iteration 36Q: 3 clusters Score -6080110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -6080120.500000 Penalty: 5159.129883
	Iteration 37Q: 3 clusters Score -6080120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6080132.500000 Penalty: 5159.129883
	Iteration 38Q: 3 clusters Score -6080132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6080146.500000 Penalty: 5159.129883
	Iteration 39Q: 3 clusters Score -6080146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6080178.000000 Penalty: 5159.129883
	Iteration 40F: 3 clusters Score -6080178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6080186.000000 Penalty: 5159.129883
	Iteration 41Q: 3 clusters Score -6080186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6080202.000000 Penalty: 5159.129883
	Iteration 42Q: 3 clusters Score -6080202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6080213.500000 Penalty: 5159.129883
	Iteration 43Q: 3 clusters Score -6080214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6080206.500000 Penalty: 5159.129883
	Iteration 44Q: 3 clusters Score -6080206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6080228.500000 Penalty: 5159.129883
	Iteration 45Q: 3 clusters Score -6080228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6080224.000000 Penalty: 5159.129883
	Iteration 46Q: 3 clusters Score -6080224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6080233.000000 Penalty: 5159.129883
	Iteration 47Q: 3 clusters Score -6080233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6080234.000000 Penalty: 5159.129883
	Iteration 48Q: 3 clusters Score -6080234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6080236.000000 Penalty: 5159.129883
	Iteration 49Q: 3 clusters Score -6080236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6080249.500000 Penalty: 5159.129883
	Iteration 50Q: 3 clusters Score -6080250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6080254.000000 Penalty: 5159.129883
	Iteration 51Q: 3 clusters Score -6080254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6080264.500000 Penalty: 5159.129883
	Iteration 52Q: 3 clusters Score -6080264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6080268.000000 Penalty: 5159.129883
	Iteration 53Q: 3 clusters Score -6080268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6080269.500000 Penalty: 5159.129883
	Iteration 54Q: 3 clusters Score -6080270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6080274.000000 Penalty: 5159.129883
	Iteration 55Q: 3 clusters Score -6080274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6080276.500000 Penalty: 5159.129883
	Iteration 56Q: 3 clusters Score -6080276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6080261.000000 Penalty: 5159.129883
	Iteration 57Q: 3 clusters Score -6080261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6080265.500000 Penalty: 5159.129883
	Iteration 58Q: 3 clusters Score -6080266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6080266.500000 Penalty: 5159.129883
	Iteration 59Q: 3 clusters Score -6080266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6080278.500000 Penalty: 5159.129883
	Iteration 60F: 3 clusters Score -6080278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6080285.500000 Penalty: 5159.129883
	Iteration 61Q: 3 clusters Score -6080286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6080282.000000 Penalty: 5159.129883
	Iteration 62Q: 3 clusters Score -6080282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6080263.500000 Penalty: 5159.129883
	Iteration 63Q: 3 clusters Score -6080264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6080277.000000 Penalty: 5159.129883
	Iteration 64Q: 3 clusters Score -6080277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6080275.500000 Penalty: 5159.129883
	Iteration 65Q: 3 clusters Score -6080276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6080283.000000 Penalty: 5159.129883
	Iteration 66Q: 3 clusters Score -6080283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6080286.000000 Penalty: 5159.129883
	Iteration 67Q: 3 clusters Score -6080286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6080293.000000 Penalty: 5159.129883
	Iteration 68Q: 3 clusters Score -6080293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6080287.000000 Penalty: 5159.129883
	Iteration 69Q: 3 clusters Score -6080287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6080296.500000 Penalty: 5159.129883
	Iteration 70Q: 3 clusters Score -6080296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6080290.500000 Penalty: 5159.129883
	Iteration 71Q: 3 clusters Score -6080290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6080288.000000 Penalty: 5159.129883
	Iteration 72Q: 3 clusters Score -6080288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6080288.500000 Penalty: 5159.129883
	Iteration 73Q: 3 clusters Score -6080288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6080290.000000 Penalty: 5159.129883
	Iteration 74Q: 3 clusters Score -6080290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6080305.500000 Penalty: 5159.129883
	Iteration 75Q: 3 clusters Score -6080306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6080303.000000 Penalty: 5159.129883
	Iteration 76Q: 3 clusters Score -6080303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6080303.500000 Penalty: 5159.129883
	Iteration 77Q: 3 clusters Score -6080304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6080300.000000 Penalty: 5159.129883
	Iteration 78Q: 3 clusters Score -6080300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6080301.000000 Penalty: 5159.129883
	Iteration 79Q: 3 clusters Score -6080301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6080306.500000 Penalty: 5159.129883
	Iteration 80F: 3 clusters Score -6080306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6080310.500000 Penalty: 5159.129883
	Iteration 81Q: 3 clusters Score -6080310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6080314.000000 Penalty: 5159.129883
	Iteration 82Q: 3 clusters Score -6080314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6080318.000000 Penalty: 5159.129883
	Iteration 83Q: 3 clusters Score -6080318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6080312.500000 Penalty: 5159.129883
	Iteration 84Q: 3 clusters Score -6080312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6080316.000000 Penalty: 5159.129883
	Iteration 85Q: 3 clusters Score -6080316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6080321.000000 Penalty: 5159.129883
	Iteration 86Q: 3 clusters Score -6080321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6080323.000000 Penalty: 5159.129883
	Iteration 87Q: 3 clusters Score -6080323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6080317.500000 Penalty: 5159.129883
	Iteration 88Q: 3 clusters Score -6080318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6080320.500000 Penalty: 5159.129883
	Iteration 89Q: 3 clusters Score -6080320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6080314.000000 Penalty: 5159.129883
	Iteration 90Q: 3 clusters Score -6080314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6080314.000000 Penalty: 5159.129883
	Iteration 91F: 3 clusters Score -6080314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Entering Unmasked Estep 
Score: -5133318.000000 Penalty: 2535.014404
	Iteration 0F: 2 clusters Score -5133318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -5116419.000000 Penalty: 5070.028809
	Iteration 0F: 3 clusters Score -5116419 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5123118.000000 Penalty: 5070.028809
	Iteration 1F: 3 clusters Score -5123118 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5123559.500000 Penalty: 5070.028809
	Iteration 2Q: 3 clusters Score -5123560 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5123964.500000 Penalty: 5070.028809
	Iteration 3Q: 3 clusters Score -5123964 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5124350.500000 Penalty: 5070.028809
	Iteration 4Q: 3 clusters Score -5124350 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -5124847.000000 Penalty: 5070.028809
	Iteration 5Q: 3 clusters Score -5124847 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5125520.000000 Penalty: 5070.028809
	Iteration 6Q: 3 clusters Score -5125520 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -5126414.500000 Penalty: 5070.028809
	Iteration 7F: 3 clusters Score -5126414 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5127528.000000 Penalty: 5070.028809
	Iteration 8F: 3 clusters Score -5127528 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5128618.500000 Penalty: 5070.028809
	Iteration 9F: 3 clusters Score -5128618 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -5129516.000000 Penalty: 5070.028809
	Iteration 10F: 3 clusters Score -5129516 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5130083.500000 Penalty: 5070.028809
	Iteration 11Q: 3 clusters Score -5130084 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5130453.000000 Penalty: 5070.028809
	Iteration 12Q: 3 clusters Score -5130453 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -5130626.500000 Penalty: 5070.028809
	Iteration 13Q: 3 clusters Score -5130626 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -5130778.000000 Penalty: 5070.028809
	Iteration 14Q: 3 clusters Score -5130778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5130871.000000 Penalty: 5070.028809
	Iteration 15Q: 3 clusters Score -5130871 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5130937.500000 Penalty: 5070.028809
	Iteration 16Q: 3 clusters Score -5130938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -5130960.500000 Penalty: 5070.028809
	Iteration 17Q: 3 clusters Score -5130960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5130985.500000 Penalty: 5070.028809
	Iteration 18Q: 3 clusters Score -5130986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5131009.000000 Penalty: 5070.028809
	Iteration 19Q: 3 clusters Score -5131009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5131042.000000 Penalty: 5070.028809
	Iteration 20F: 3 clusters Score -5131042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5131041.500000 Penalty: 5070.028809
	Iteration 21Q: 3 clusters Score -5131042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -5131065.000000 Penalty: 5070.028809
	Iteration 22Q: 3 clusters Score -5131065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -5131089.000000 Penalty: 5070.028809
	Iteration 23Q: 3 clusters Score -5131089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5131105.000000 Penalty: 5070.028809
	Iteration 24Q: 3 clusters Score -5131105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5131112.500000 Penalty: 5070.028809
	Iteration 25Q: 3 clusters Score -5131112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5131129.000000 Penalty: 5070.028809
	Iteration 26Q: 3 clusters Score -5131129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -5131131.000000 Penalty: 5070.028809
	Iteration 27Q: 3 clusters Score -5131131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5131127.500000 Penalty: 5070.028809
	Iteration 28Q: 3 clusters Score -5131128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5131130.500000 Penalty: 5070.028809
	Iteration 29Q: 3 clusters Score -5131130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5131145.500000 Penalty: 5070.028809
	Iteration 30Q: 3 clusters Score -5131146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5131148.500000 Penalty: 5070.028809
	Iteration 31Q: 3 clusters Score -5131148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -5131150.500000 Penalty: 5070.028809
	Iteration 32Q: 3 clusters Score -5131150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -5131154.000000 Penalty: 5070.028809
	Iteration 33Q: 3 clusters Score -5131154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -5131155.000000 Penalty: 5070.028809
	Iteration 34Q: 3 clusters Score -5131155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5131147.000000 Penalty: 5070.028809
	Iteration 35Q: 3 clusters Score -5131147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5131151.500000 Penalty: 5070.028809
	Iteration 36Q: 3 clusters Score -5131152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5131150.000000 Penalty: 5070.028809
	Iteration 37Q: 3 clusters Score -5131150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -5131152.500000 Penalty: 5070.028809
	Iteration 38Q: 3 clusters Score -5131152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -5131155.500000 Penalty: 5070.028809
	Iteration 39Q: 3 clusters Score -5131156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5131160.500000 Penalty: 5070.028809
	Iteration 40F: 3 clusters Score -5131160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5131157.000000 Penalty: 5070.028809
	Iteration 41Q: 3 clusters Score -5131157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5131156.500000 Penalty: 5070.028809
	Iteration 42Q: 3 clusters Score -5131156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5131156.500000 Penalty: 5070.028809
	Iteration 43F: 3 clusters Score -5131156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Entering Unmasked Estep 
Score: -4397264.500000 Penalty: 2496.101562
	Iteration 0F: 2 clusters Score -4397264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -4383460.000000 Penalty: 4992.203125
	Iteration 0F: 3 clusters Score -4383460 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4388920.500000 Penalty: 4992.203125
	Iteration 1F: 3 clusters Score -4388920 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4389365.000000 Penalty: 4992.203125
	Iteration 2Q: 3 clusters Score -4389365 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4389821.000000 Penalty: 4992.203125
	Iteration 3Q: 3 clusters Score -4389821 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4390314.000000 Penalty: 4992.203125
	Iteration 4Q: 3 clusters Score -4390314 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -4390946.000000 Penalty: 4992.203125
	Iteration 5F: 3 clusters Score -4390946 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4391768.500000 Penalty: 4992.203125
	Iteration 6F: 3 clusters Score -4391768 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4392776.500000 Penalty: 4992.203125
	Iteration 7F: 3 clusters Score -4392776 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4393749.000000 Penalty: 4992.203125
	Iteration 8F: 3 clusters Score -4393749 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4394393.500000 Penalty: 4992.203125
	Iteration 9F: 3 clusters Score -4394394 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4394847.500000 Penalty: 4992.203125
	Iteration 10Q: 3 clusters Score -4394848 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4395043.000000 Penalty: 4992.203125
	Iteration 11Q: 3 clusters Score -4395043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4395132.500000 Penalty: 4992.203125
	Iteration 12Q: 3 clusters Score -4395132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4395220.500000 Penalty: 4992.203125
	Iteration 13Q: 3 clusters Score -4395220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4395255.000000 Penalty: 4992.203125
	Iteration 14Q: 3 clusters Score -4395255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4395268.000000 Penalty: 4992.203125
	Iteration 15Q: 3 clusters Score -4395268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4395276.000000 Penalty: 4992.203125
	Iteration 16Q: 3 clusters Score -4395276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4395291.000000 Penalty: 4992.203125
	Iteration 17Q: 3 clusters Score -4395291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4395304.500000 Penalty: 4992.203125
	Iteration 18Q: 3 clusters Score -4395304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4395324.500000 Penalty: 4992.203125
	Iteration 19Q: 3 clusters Score -4395324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4395327.000000 Penalty: 4992.203125
	Iteration 20F: 3 clusters Score -4395327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4395334.000000 Penalty: 4992.203125
	Iteration 21Q: 3 clusters Score -4395334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4395337.500000 Penalty: 4992.203125
	Iteration 22Q: 3 clusters Score -4395338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4395346.500000 Penalty: 4992.203125
	Iteration 23Q: 3 clusters Score -4395346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4395347.500000 Penalty: 4992.203125
	Iteration 24Q: 3 clusters Score -4395348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4395349.000000 Penalty: 4992.203125
	Iteration 25Q: 3 clusters Score -4395349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4395346.000000 Penalty: 4992.203125
	Iteration 26Q: 3 clusters Score -4395346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4395346.000000 Penalty: 4992.203125
	Iteration 27F: 3 clusters Score -4395346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Entering Unmasked Estep 
Score: -5029087.000000 Penalty: 2515.350830
	Iteration 0F: 2 clusters Score -5029087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -5021324.500000 Penalty: 5030.701660
	Iteration 0F: 3 clusters Score -5021324 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -5027541.500000 Penalty: 5030.701660
	Iteration 1F: 3 clusters Score -5027542 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -5028139.500000 Penalty: 5030.701660
	Iteration 2F: 3 clusters Score -5028140 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5028687.000000 Penalty: 5030.701660
	Iteration 3F: 3 clusters Score -5028687 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -5029320.500000 Penalty: 5030.701660
	Iteration 4F: 3 clusters Score -5029320 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -5029976.500000 Penalty: 5030.701660
	Iteration 5F: 3 clusters Score -5029976 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -5030542.000000 Penalty: 5030.701660
	Iteration 6F: 3 clusters Score -5030542 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5030989.000000 Penalty: 5030.701660
	Iteration 7Q: 3 clusters Score -5030989 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -5031472.500000 Penalty: 5030.701660
	Iteration 8Q: 3 clusters Score -5031472 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5031929.000000 Penalty: 5030.701660
	Iteration 9Q: 3 clusters Score -5031929 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -5032234.500000 Penalty: 5030.701660
	Iteration 10Q: 3 clusters Score -5032234 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -5032494.500000 Penalty: 5030.701660
	Iteration 11Q: 3 clusters Score -5032494 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -5032598.000000 Penalty: 5030.701660
	Iteration 12Q: 3 clusters Score -5032598 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5032602.000000 Penalty: 5030.701660
	Iteration 13Q: 3 clusters Score -5032602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5032596.000000 Penalty: 5030.701660
	Iteration 14Q: 3 clusters Score -5032596 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5032558.000000 Penalty: 5030.701660
	Iteration 15Q: 3 clusters Score -5032558 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5032438.500000 Penalty: 5030.701660
	Iteration 16Q: 3 clusters Score -5032438 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5032355.000000 Penalty: 5030.701660
	Iteration 17Q: 3 clusters Score -5032355 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5032221.000000 Penalty: 5030.701660
	Iteration 18Q: 3 clusters Score -5032221 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5032118.000000 Penalty: 5030.701660
	Iteration 19Q: 3 clusters Score -5032118 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5032094.000000 Penalty: 5030.701660
	Iteration 20F: 3 clusters Score -5032094 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5032082.500000 Penalty: 5030.701660
	Iteration 21Q: 3 clusters Score -5032082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5032061.500000 Penalty: 5030.701660
	Iteration 22Q: 3 clusters Score -5032062 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5032024.000000 Penalty: 5030.701660
	Iteration 23Q: 3 clusters Score -5032024 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5031994.500000 Penalty: 5030.701660
	Iteration 24Q: 3 clusters Score -5031994 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -5031954.000000 Penalty: 5030.701660
	Iteration 25Q: 3 clusters Score -5031954 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -5031915.000000 Penalty: 5030.701660
	Iteration 26Q: 3 clusters Score -5031915 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5031937.000000 Penalty: 5030.701660
	Iteration 27Q: 3 clusters Score -5031937 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5031922.500000 Penalty: 5030.701660
	Iteration 28Q: 3 clusters Score -5031922 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5032038.000000 Penalty: 5030.701660
	Iteration 29Q: 3 clusters Score -5032038 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5032099.000000 Penalty: 5030.701660
	Iteration 30Q: 3 clusters Score -5032099 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -5032109.500000 Penalty: 5030.701660
	Iteration 31Q: 3 clusters Score -5032110 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5032175.500000 Penalty: 5030.701660
	Iteration 32Q: 3 clusters Score -5032176 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5032243.000000 Penalty: 5030.701660
	Iteration 33Q: 3 clusters Score -5032243 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5032328.000000 Penalty: 5030.701660
	Iteration 34Q: 3 clusters Score -5032328 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5032409.500000 Penalty: 5030.701660
	Iteration 35Q: 3 clusters Score -5032410 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -5032479.000000 Penalty: 5030.701660
	Iteration 36Q: 3 clusters Score -5032479 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -5032524.000000 Penalty: 5030.701660
	Iteration 37Q: 3 clusters Score -5032524 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -5032572.500000 Penalty: 5030.701660
	Iteration 38Q: 3 clusters Score -5032572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5032614.500000 Penalty: 5030.701660
	Iteration 39Q: 3 clusters Score -5032614 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5032620.500000 Penalty: 5030.701660
	Iteration 40F: 3 clusters Score -5032620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5032608.500000 Penalty: 5030.701660
	Iteration 41Q: 3 clusters Score -5032608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5032612.000000 Penalty: 5030.701660
	Iteration 42Q: 3 clusters Score -5032612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5032645.500000 Penalty: 5030.701660
	Iteration 43Q: 3 clusters Score -5032646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -5032638.000000 Penalty: 5030.701660
	Iteration 44Q: 3 clusters Score -5032638 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5032628.000000 Penalty: 5030.701660
	Iteration 45Q: 3 clusters Score -5032628 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5032627.500000 Penalty: 5030.701660
	Iteration 46Q: 3 clusters Score -5032628 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5032613.500000 Penalty: 5030.701660
	Iteration 47Q: 3 clusters Score -5032614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5032576.500000 Penalty: 5030.701660
	Iteration 48Q: 3 clusters Score -5032576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5032600.000000 Penalty: 5030.701660
	Iteration 49Q: 3 clusters Score -5032600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5032586.500000 Penalty: 5030.701660
	Iteration 50Q: 3 clusters Score -5032586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -5032629.500000 Penalty: 5030.701660
	Iteration 51Q: 3 clusters Score -5032630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5032598.500000 Penalty: 5030.701660
	Iteration 52Q: 3 clusters Score -5032598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -5032591.000000 Penalty: 5030.701660
	Iteration 53Q: 3 clusters Score -5032591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5032599.000000 Penalty: 5030.701660
	Iteration 54Q: 3 clusters Score -5032599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5032580.000000 Penalty: 5030.701660
	Iteration 55Q: 3 clusters Score -5032580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5032566.500000 Penalty: 5030.701660
	Iteration 56Q: 3 clusters Score -5032566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5032543.500000 Penalty: 5030.701660
	Iteration 57Q: 3 clusters Score -5032544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5032548.500000 Penalty: 5030.701660
	Iteration 58Q: 3 clusters Score -5032548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -5032527.500000 Penalty: 5030.701660
	Iteration 59Q: 3 clusters Score -5032528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5032527.500000 Penalty: 5030.701660
	Iteration 60F: 3 clusters Score -5032528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5032547.000000 Penalty: 5030.701660
	Iteration 61Q: 3 clusters Score -5032547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -5032543.500000 Penalty: 5030.701660
	Iteration 62Q: 3 clusters Score -5032544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5032536.000000 Penalty: 5030.701660
	Iteration 63Q: 3 clusters Score -5032536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5032536.500000 Penalty: 5030.701660
	Iteration 64Q: 3 clusters Score -5032536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -5032531.000000 Penalty: 5030.701660
	Iteration 65Q: 3 clusters Score -5032531 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -5032522.000000 Penalty: 5030.701660
	Iteration 66Q: 3 clusters Score -5032522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5032530.500000 Penalty: 5030.701660
	Iteration 67Q: 3 clusters Score -5032530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -5032527.000000 Penalty: 5030.701660
	Iteration 68Q: 3 clusters Score -5032527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -5032506.000000 Penalty: 5030.701660
	Iteration 69Q: 3 clusters Score -5032506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5032522.000000 Penalty: 5030.701660
	Iteration 70Q: 3 clusters Score -5032522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5032506.500000 Penalty: 5030.701660
	Iteration 71Q: 3 clusters Score -5032506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5032494.000000 Penalty: 5030.701660
	Iteration 72Q: 3 clusters Score -5032494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5032491.000000 Penalty: 5030.701660
	Iteration 73Q: 3 clusters Score -5032491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5032482.000000 Penalty: 5030.701660
	Iteration 74Q: 3 clusters Score -5032482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -5032485.000000 Penalty: 5030.701660
	Iteration 75Q: 3 clusters Score -5032485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5032501.500000 Penalty: 5030.701660
	Iteration 76Q: 3 clusters Score -5032502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5032504.500000 Penalty: 5030.701660
	Iteration 77Q: 3 clusters Score -5032504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5032506.000000 Penalty: 5030.701660
	Iteration 78Q: 3 clusters Score -5032506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -5032516.500000 Penalty: 5030.701660
	Iteration 79Q: 3 clusters Score -5032516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -5032515.500000 Penalty: 5030.701660
	Iteration 80F: 3 clusters Score -5032516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5032520.500000 Penalty: 5030.701660
	Iteration 81Q: 3 clusters Score -5032520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -5032520.500000 Penalty: 5030.701660
	Iteration 82Q: 3 clusters Score -5032520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5032520.500000 Penalty: 5030.701660
	Iteration 83Q: 3 clusters Score -5032520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5032527.500000 Penalty: 5030.701660
	Iteration 84Q: 3 clusters Score -5032528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5032531.500000 Penalty: 5030.701660
	Iteration 85Q: 3 clusters Score -5032532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5032530.000000 Penalty: 5030.701660
	Iteration 86Q: 3 clusters Score -5032530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5032531.500000 Penalty: 5030.701660
	Iteration 87Q: 3 clusters Score -5032532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -5032533.500000 Penalty: 5030.701660
	Iteration 88Q: 3 clusters Score -5032534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5032527.000000 Penalty: 5030.701660
	Iteration 89Q: 3 clusters Score -5032527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5032521.500000 Penalty: 5030.701660
	Iteration 90Q: 3 clusters Score -5032522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5032523.000000 Penalty: 5030.701660
	Iteration 91Q: 3 clusters Score -5032523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5032521.500000 Penalty: 5030.701660
	Iteration 92Q: 3 clusters Score -5032522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5032519.500000 Penalty: 5030.701660
	Iteration 93Q: 3 clusters Score -5032520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5032525.500000 Penalty: 5030.701660
	Iteration 94Q: 3 clusters Score -5032526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -5032534.000000 Penalty: 5030.701660
	Iteration 95Q: 3 clusters Score -5032534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5032526.000000 Penalty: 5030.701660
	Iteration 96Q: 3 clusters Score -5032526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5032538.500000 Penalty: 5030.701660
	Iteration 97Q: 3 clusters Score -5032538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5032547.000000 Penalty: 5030.701660
	Iteration 98Q: 3 clusters Score -5032547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5032541.000000 Penalty: 5030.701660
	Iteration 99Q: 3 clusters Score -5032541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -5032530.000000 Penalty: 5030.701660
	Iteration 100F: 3 clusters Score -5032530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5032535.500000 Penalty: 5030.701660
	Iteration 101Q: 3 clusters Score -5032536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -5032548.000000 Penalty: 5030.701660
	Iteration 102Q: 3 clusters Score -5032548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -5032550.500000 Penalty: 5030.701660
	Iteration 103Q: 3 clusters Score -5032550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5032538.500000 Penalty: 5030.701660
	Iteration 104Q: 3 clusters Score -5032538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5032545.000000 Penalty: 5030.701660
	Iteration 105Q: 3 clusters Score -5032545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5032542.000000 Penalty: 5030.701660
	Iteration 106Q: 3 clusters Score -5032542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5032552.500000 Penalty: 5030.701660
	Iteration 107Q: 3 clusters Score -5032552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5032551.000000 Penalty: 5030.701660
	Iteration 108Q: 3 clusters Score -5032551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -5032539.500000 Penalty: 5030.701660
	Iteration 109Q: 3 clusters Score -5032540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5032540.500000 Penalty: 5030.701660
	Iteration 110Q: 3 clusters Score -5032540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5032542.000000 Penalty: 5030.701660
	Iteration 111Q: 3 clusters Score -5032542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5032544.000000 Penalty: 5030.701660
	Iteration 112Q: 3 clusters Score -5032544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5032548.500000 Penalty: 5030.701660
	Iteration 113Q: 3 clusters Score -5032548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5032555.000000 Penalty: 5030.701660
	Iteration 114Q: 3 clusters Score -5032555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5032554.000000 Penalty: 5030.701660
	Iteration 115Q: 3 clusters Score -5032554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5032552.500000 Penalty: 5030.701660
	Iteration 116Q: 3 clusters Score -5032552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -5032551.000000 Penalty: 5030.701660
	Iteration 117Q: 3 clusters Score -5032551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5032542.500000 Penalty: 5030.701660
	Iteration 118Q: 3 clusters Score -5032542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5032543.000000 Penalty: 5030.701660
	Iteration 119Q: 3 clusters Score -5032543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -5032548.000000 Penalty: 5030.701660
	Iteration 120F: 3 clusters Score -5032548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5032537.500000 Penalty: 5030.701660
	Iteration 121Q: 3 clusters Score -5032538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5032533.500000 Penalty: 5030.701660
	Iteration 122Q: 3 clusters Score -5032534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5032524.000000 Penalty: 5030.701660
	Iteration 123Q: 3 clusters Score -5032524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -5032525.500000 Penalty: 5030.701660
	Iteration 124Q: 3 clusters Score -5032526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5032520.000000 Penalty: 5030.701660
	Iteration 125Q: 3 clusters Score -5032520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5032526.000000 Penalty: 5030.701660
	Iteration 126Q: 3 clusters Score -5032526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5032526.000000 Penalty: 5030.701660
	Iteration 127F: 3 clusters Score -5032526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 39078 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32908 members 
Mstep: Class 21 contains 27497 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 25846 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 18567 members 
Mstep: Class 30 contains 10154 members 
Mstep: Class 31 contains 12192 members 
Entering Unmasked Estep 
Score: -87179224.000000 Penalty: 100418.085938
Splitting cluster 23 changes total score from -87164184.000000 to -87179224.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -97429.859375 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -97429.86 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 296 members 
Entering Unmasked Estep 
Score: -95917.000000 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -95917 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96269.085938 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -96269.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96537.984375 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -96537.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96680.796875 Penalty: 3193.125000
	Iteration 3F: 3 clusters Score -96680.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96796.242188 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -96796.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96892.148438 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -96892.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96984.484375 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -96984.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97048.328125 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -97048.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97101.781250 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -97101.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -97132.937500 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -97132.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97169.367188 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -97169.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97190.304688 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -97190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97202.054688 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -97202.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97218.210938 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -97218.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97236.789062 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -97236.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97274.593750 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -97274.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97285.062500 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -97285.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97286.218750 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -97286.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97286.218750 Penalty: 3193.125000
	Iteration 18F: 3 clusters Score -97286.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -193870.937500 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -193870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -191861.593750 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -191861.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192248.734375 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -192248.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -192449.734375 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -192449.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192575.859375 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -192575.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -192632.828125 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -192632.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -192671.328125 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -192671.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -192696.078125 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -192696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -192717.750000 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -192717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -192737.578125 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -192737.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -192758.671875 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -192758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -192772.843750 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -192772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -192778.796875 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -192778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -192785.750000 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -192785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -192790.828125 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -192790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -192795.890625 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -192795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -192799.218750 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -192799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -192802.625000 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -192802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -192807.031250 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -192807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -192808.203125 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -192808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -192811.656250 Penalty: 3482.014648
	Iteration 19Q: 3 clusters Score -192811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -192812.562500 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -192812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Entering Unmasked Estep 
Score: -5130379.500000 Penalty: 2519.657959
	Iteration 0F: 2 clusters Score -5130380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5123640.000000 Penalty: 5039.315918
	Iteration 0F: 3 clusters Score -5123640 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5129932.500000 Penalty: 5039.315918
	Iteration 1F: 3 clusters Score -5129932 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5130430.000000 Penalty: 5039.315918
	Iteration 2F: 3 clusters Score -5130430 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -5130803.000000 Penalty: 5039.315918
	Iteration 3F: 3 clusters Score -5130803 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5131183.000000 Penalty: 5039.315918
	Iteration 4Q: 3 clusters Score -5131183 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -5131523.500000 Penalty: 5039.315918
	Iteration 5Q: 3 clusters Score -5131524 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -5132017.500000 Penalty: 5039.315918
	Iteration 6Q: 3 clusters Score -5132018 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5132550.000000 Penalty: 5039.315918
	Iteration 7F: 3 clusters Score -5132550 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5133206.000000 Penalty: 5039.315918
	Iteration 8F: 3 clusters Score -5133206 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5133988.000000 Penalty: 5039.315918
	Iteration 9F: 3 clusters Score -5133988 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5134633.500000 Penalty: 5039.315918
	Iteration 10F: 3 clusters Score -5134634 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5134940.500000 Penalty: 5039.315918
	Iteration 11Q: 3 clusters Score -5134940 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5135106.000000 Penalty: 5039.315918
	Iteration 12Q: 3 clusters Score -5135106 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5135182.000000 Penalty: 5039.315918
	Iteration 13Q: 3 clusters Score -5135182 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5135239.500000 Penalty: 5039.315918
	Iteration 14Q: 3 clusters Score -5135240 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5135269.000000 Penalty: 5039.315918
	Iteration 15Q: 3 clusters Score -5135269 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5135328.500000 Penalty: 5039.315918
	Iteration 16Q: 3 clusters Score -5135328 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5135365.500000 Penalty: 5039.315918
	Iteration 17Q: 3 clusters Score -5135366 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5135438.500000 Penalty: 5039.315918
	Iteration 18Q: 3 clusters Score -5135438 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5135527.500000 Penalty: 5039.315918
	Iteration 19Q: 3 clusters Score -5135528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5135567.000000 Penalty: 5039.315918
	Iteration 20F: 3 clusters Score -5135567 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5135616.500000 Penalty: 5039.315918
	Iteration 21Q: 3 clusters Score -5135616 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5135732.500000 Penalty: 5039.315918
	Iteration 22Q: 3 clusters Score -5135732 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5135776.500000 Penalty: 5039.315918
	Iteration 23Q: 3 clusters Score -5135776 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -5135827.500000 Penalty: 5039.315918
	Iteration 24Q: 3 clusters Score -5135828 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5135928.000000 Penalty: 5039.315918
	Iteration 25Q: 3 clusters Score -5135928 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -5135990.500000 Penalty: 5039.315918
	Iteration 26Q: 3 clusters Score -5135990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5136048.500000 Penalty: 5039.315918
	Iteration 27Q: 3 clusters Score -5136048 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -5136108.500000 Penalty: 5039.315918
	Iteration 28Q: 3 clusters Score -5136108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5136186.500000 Penalty: 5039.315918
	Iteration 29Q: 3 clusters Score -5136186 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5136240.000000 Penalty: 5039.315918
	Iteration 30Q: 3 clusters Score -5136240 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5136292.500000 Penalty: 5039.315918
	Iteration 31Q: 3 clusters Score -5136292 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -5136383.500000 Penalty: 5039.315918
	Iteration 32Q: 3 clusters Score -5136384 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5136460.500000 Penalty: 5039.315918
	Iteration 33Q: 3 clusters Score -5136460 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -5136585.500000 Penalty: 5039.315918
	Iteration 34Q: 3 clusters Score -5136586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -5136698.000000 Penalty: 5039.315918
	Iteration 35Q: 3 clusters Score -5136698 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -5136865.000000 Penalty: 5039.315918
	Iteration 36Q: 3 clusters Score -5136865 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5137048.500000 Penalty: 5039.315918
	Iteration 37Q: 3 clusters Score -5137048 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -5137244.000000 Penalty: 5039.315918
	Iteration 38Q: 3 clusters Score -5137244 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5137453.000000 Penalty: 5039.315918
	Iteration 39Q: 3 clusters Score -5137453 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -5137687.500000 Penalty: 5039.315918
	Iteration 40F: 3 clusters Score -5137688 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5137879.000000 Penalty: 5039.315918
	Iteration 41Q: 3 clusters Score -5137879 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5138040.500000 Penalty: 5039.315918
	Iteration 42Q: 3 clusters Score -5138040 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -5138145.000000 Penalty: 5039.315918
	Iteration 43Q: 3 clusters Score -5138145 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5138260.500000 Penalty: 5039.315918
	Iteration 44Q: 3 clusters Score -5138260 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -5138300.500000 Penalty: 5039.315918
	Iteration 45Q: 3 clusters Score -5138300 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5138325.500000 Penalty: 5039.315918
	Iteration 46Q: 3 clusters Score -5138326 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5138293.000000 Penalty: 5039.315918
	Iteration 47Q: 3 clusters Score -5138293 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5138285.500000 Penalty: 5039.315918
	Iteration 48Q: 3 clusters Score -5138286 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5138331.000000 Penalty: 5039.315918
	Iteration 49Q: 3 clusters Score -5138331 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5138333.000000 Penalty: 5039.315918
	Iteration 50Q: 3 clusters Score -5138333 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5138332.000000 Penalty: 5039.315918
	Iteration 51Q: 3 clusters Score -5138332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -5138383.500000 Penalty: 5039.315918
	Iteration 52Q: 3 clusters Score -5138384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5138378.000000 Penalty: 5039.315918
	Iteration 53Q: 3 clusters Score -5138378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5138373.000000 Penalty: 5039.315918
	Iteration 54Q: 3 clusters Score -5138373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5138372.500000 Penalty: 5039.315918
	Iteration 55Q: 3 clusters Score -5138372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -5138362.500000 Penalty: 5039.315918
	Iteration 56Q: 3 clusters Score -5138362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5138342.500000 Penalty: 5039.315918
	Iteration 57Q: 3 clusters Score -5138342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -5138339.500000 Penalty: 5039.315918
	Iteration 58Q: 3 clusters Score -5138340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -5138340.000000 Penalty: 5039.315918
	Iteration 59Q: 3 clusters Score -5138340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5138346.000000 Penalty: 5039.315918
	Iteration 60F: 3 clusters Score -5138346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5138337.000000 Penalty: 5039.315918
	Iteration 61Q: 3 clusters Score -5138337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5138331.000000 Penalty: 5039.315918
	Iteration 62Q: 3 clusters Score -5138331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5138321.500000 Penalty: 5039.315918
	Iteration 63Q: 3 clusters Score -5138322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5138313.500000 Penalty: 5039.315918
	Iteration 64Q: 3 clusters Score -5138314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5138318.000000 Penalty: 5039.315918
	Iteration 65Q: 3 clusters Score -5138318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -5138312.000000 Penalty: 5039.315918
	Iteration 66Q: 3 clusters Score -5138312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5138314.000000 Penalty: 5039.315918
	Iteration 67Q: 3 clusters Score -5138314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5138311.500000 Penalty: 5039.315918
	Iteration 68Q: 3 clusters Score -5138312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5138311.500000 Penalty: 5039.315918
	Iteration 69F: 3 clusters Score -5138312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 39078 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32908 members 
Mstep: Class 21 contains 27497 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 9302 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 18567 members 
Mstep: Class 30 contains 10154 members 
Mstep: Class 31 contains 12192 members 
Mstep: Class 32 contains 16544 members 
Entering Unmasked Estep 
Score: -87186312.000000 Penalty: 103657.375000
Splitting cluster 26 changes total score from -87164184.000000 to -87186312.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 27 (16276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Entering Unmasked Estep 
Score: -3154424.750000 Penalty: 2404.966797
	Iteration 0F: 2 clusters Score -3154425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3142866.750000 Penalty: 4809.933594
	Iteration 0F: 3 clusters Score -3142867 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3146577.500000 Penalty: 4809.933594
	Iteration 1F: 3 clusters Score -3146578 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3146911.750000 Penalty: 4809.933594
	Iteration 2F: 3 clusters Score -3146912 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3147176.750000 Penalty: 4809.933594
	Iteration 3Q: 3 clusters Score -3147177 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3147422.250000 Penalty: 4809.933594
	Iteration 4Q: 3 clusters Score -3147422 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3147628.500000 Penalty: 4809.933594
	Iteration 5Q: 3 clusters Score -3147628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3147873.500000 Penalty: 4809.933594
	Iteration 6Q: 3 clusters Score -3147874 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3148159.500000 Penalty: 4809.933594
	Iteration 7Q: 3 clusters Score -3148160 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3148516.000000 Penalty: 4809.933594
	Iteration 8Q: 3 clusters Score -3148516 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3148963.250000 Penalty: 4809.933594
	Iteration 9Q: 3 clusters Score -3148963 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3149473.500000 Penalty: 4809.933594
	Iteration 10Q: 3 clusters Score -3149474 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3150005.500000 Penalty: 4809.933594
	Iteration 11Q: 3 clusters Score -3150006 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3150444.750000 Penalty: 4809.933594
	Iteration 12Q: 3 clusters Score -3150445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3150741.500000 Penalty: 4809.933594
	Iteration 13Q: 3 clusters Score -3150742 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3150939.250000 Penalty: 4809.933594
	Iteration 14Q: 3 clusters Score -3150939 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3151063.250000 Penalty: 4809.933594
	Iteration 15Q: 3 clusters Score -3151063 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3151140.500000 Penalty: 4809.933594
	Iteration 16Q: 3 clusters Score -3151140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3151195.750000 Penalty: 4809.933594
	Iteration 17Q: 3 clusters Score -3151196 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3151239.500000 Penalty: 4809.933594
	Iteration 18Q: 3 clusters Score -3151240 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3151277.500000 Penalty: 4809.933594
	Iteration 19Q: 3 clusters Score -3151278 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3151327.000000 Penalty: 4809.933594
	Iteration 20F: 3 clusters Score -3151327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3151367.000000 Penalty: 4809.933594
	Iteration 21Q: 3 clusters Score -3151367 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3151404.750000 Penalty: 4809.933594
	Iteration 22Q: 3 clusters Score -3151405 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3151437.250000 Penalty: 4809.933594
	Iteration 23Q: 3 clusters Score -3151437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3151485.250000 Penalty: 4809.933594
	Iteration 24Q: 3 clusters Score -3151485 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3151508.000000 Penalty: 4809.933594
	Iteration 25Q: 3 clusters Score -3151508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3151532.500000 Penalty: 4809.933594
	Iteration 26Q: 3 clusters Score -3151532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3151564.500000 Penalty: 4809.933594
	Iteration 27Q: 3 clusters Score -3151564 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3151588.250000 Penalty: 4809.933594
	Iteration 28Q: 3 clusters Score -3151588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3151605.500000 Penalty: 4809.933594
	Iteration 29Q: 3 clusters Score -3151606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3151641.000000 Penalty: 4809.933594
	Iteration 30Q: 3 clusters Score -3151641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3151665.500000 Penalty: 4809.933594
	Iteration 31Q: 3 clusters Score -3151666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3151690.750000 Penalty: 4809.933594
	Iteration 32Q: 3 clusters Score -3151691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3151722.250000 Penalty: 4809.933594
	Iteration 33Q: 3 clusters Score -3151722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3151754.750000 Penalty: 4809.933594
	Iteration 34Q: 3 clusters Score -3151755 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3151800.250000 Penalty: 4809.933594
	Iteration 35Q: 3 clusters Score -3151800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3151838.750000 Penalty: 4809.933594
	Iteration 36Q: 3 clusters Score -3151839 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3151883.250000 Penalty: 4809.933594
	Iteration 37Q: 3 clusters Score -3151883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3151920.250000 Penalty: 4809.933594
	Iteration 38Q: 3 clusters Score -3151920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3151946.500000 Penalty: 4809.933594
	Iteration 39Q: 3 clusters Score -3151946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3151985.750000 Penalty: 4809.933594
	Iteration 40F: 3 clusters Score -3151986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3152030.500000 Penalty: 4809.933594
	Iteration 41Q: 3 clusters Score -3152030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3152063.500000 Penalty: 4809.933594
	Iteration 42Q: 3 clusters Score -3152064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3152092.000000 Penalty: 4809.933594
	Iteration 43Q: 3 clusters Score -3152092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3152117.000000 Penalty: 4809.933594
	Iteration 44Q: 3 clusters Score -3152117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3152144.250000 Penalty: 4809.933594
	Iteration 45Q: 3 clusters Score -3152144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3152175.000000 Penalty: 4809.933594
	Iteration 46Q: 3 clusters Score -3152175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3152200.500000 Penalty: 4809.933594
	Iteration 47Q: 3 clusters Score -3152200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3152213.750000 Penalty: 4809.933594
	Iteration 48Q: 3 clusters Score -3152214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3152232.250000 Penalty: 4809.933594
	Iteration 49Q: 3 clusters Score -3152232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3152256.250000 Penalty: 4809.933594
	Iteration 50Q: 3 clusters Score -3152256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3152283.500000 Penalty: 4809.933594
	Iteration 51Q: 3 clusters Score -3152284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3152304.250000 Penalty: 4809.933594
	Iteration 52Q: 3 clusters Score -3152304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3152325.000000 Penalty: 4809.933594
	Iteration 53Q: 3 clusters Score -3152325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3152344.500000 Penalty: 4809.933594
	Iteration 54Q: 3 clusters Score -3152344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3152359.250000 Penalty: 4809.933594
	Iteration 55Q: 3 clusters Score -3152359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3152378.250000 Penalty: 4809.933594
	Iteration 56Q: 3 clusters Score -3152378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3152380.000000 Penalty: 4809.933594
	Iteration 57Q: 3 clusters Score -3152380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3152394.500000 Penalty: 4809.933594
	Iteration 58Q: 3 clusters Score -3152394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3152402.750000 Penalty: 4809.933594
	Iteration 59Q: 3 clusters Score -3152403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3152405.500000 Penalty: 4809.933594
	Iteration 60F: 3 clusters Score -3152406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3152420.250000 Penalty: 4809.933594
	Iteration 61Q: 3 clusters Score -3152420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3152427.500000 Penalty: 4809.933594
	Iteration 62Q: 3 clusters Score -3152428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3152431.250000 Penalty: 4809.933594
	Iteration 63Q: 3 clusters Score -3152431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3152434.250000 Penalty: 4809.933594
	Iteration 64Q: 3 clusters Score -3152434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3152444.750000 Penalty: 4809.933594
	Iteration 65Q: 3 clusters Score -3152445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3152448.750000 Penalty: 4809.933594
	Iteration 66Q: 3 clusters Score -3152449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3152451.750000 Penalty: 4809.933594
	Iteration 67Q: 3 clusters Score -3152452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3152456.250000 Penalty: 4809.933594
	Iteration 68Q: 3 clusters Score -3152456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3152462.500000 Penalty: 4809.933594
	Iteration 69Q: 3 clusters Score -3152462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3152474.750000 Penalty: 4809.933594
	Iteration 70Q: 3 clusters Score -3152475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3152476.750000 Penalty: 4809.933594
	Iteration 71Q: 3 clusters Score -3152477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3152477.750000 Penalty: 4809.933594
	Iteration 72Q: 3 clusters Score -3152478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3152484.250000 Penalty: 4809.933594
	Iteration 73Q: 3 clusters Score -3152484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3152486.750000 Penalty: 4809.933594
	Iteration 74Q: 3 clusters Score -3152487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3152483.750000 Penalty: 4809.933594
	Iteration 75Q: 3 clusters Score -3152484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3152484.000000 Penalty: 4809.933594
	Iteration 76Q: 3 clusters Score -3152484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3152485.500000 Penalty: 4809.933594
	Iteration 77Q: 3 clusters Score -3152486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3152488.500000 Penalty: 4809.933594
	Iteration 78Q: 3 clusters Score -3152488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3152494.250000 Penalty: 4809.933594
	Iteration 79Q: 3 clusters Score -3152494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3152493.000000 Penalty: 4809.933594
	Iteration 80F: 3 clusters Score -3152493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3152497.750000 Penalty: 4809.933594
	Iteration 81Q: 3 clusters Score -3152498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3152499.250000 Penalty: 4809.933594
	Iteration 82Q: 3 clusters Score -3152499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3152499.250000 Penalty: 4809.933594
	Iteration 83F: 3 clusters Score -3152499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -74988.289062 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -74988.29 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 227 members 
Entering Unmasked Estep 
Score: -73636.132812 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -73636.13 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73877.867188 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -73877.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73993.007812 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -73993.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74162.773438 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -74162.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74484.421875 Penalty: 3019.040283
	Iteration 4F: 3 clusters Score -74484.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74667.046875 Penalty: 3019.040283
	Iteration 5F: 3 clusters Score -74667.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74720.757812 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -74720.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74745.031250 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -74745.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74752.007812 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -74752.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74757.023438 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -74757.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74757.023438 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -74757.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40373 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10006 members 
Mstep: Class 7 contains 39078 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 19417 members 
Mstep: Class 13 contains 28802 members 
Mstep: Class 14 contains 21549 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32908 members 
Mstep: Class 21 contains 27497 members 
Mstep: Class 22 contains 23504 members 
Mstep: Class 23 contains 13209 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 9302 members 
Mstep: Class 27 contains 16276 members 
Mstep: Class 28 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87191064.000000 Penalty: 103657.375000
Iteration 119Q: 33 clusters Score -8.719106e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40067 members 
Mstep: Class 3 contains 8401 members 
Mstep: Class 4 contains 40165 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 39015 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20627 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19470 members 
Mstep: Class 13 contains 28673 members 
Mstep: Class 14 contains 21116 members 
Mstep: Class 15 contains 12786 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 31020 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32866 members 
Mstep: Class 21 contains 27568 members 
Mstep: Class 22 contains 24511 members 
Mstep: Class 23 contains 14037 members 
Mstep: Class 24 contains 626 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 9805 members 
Mstep: Class 27 contains 16044 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 17549 members 
Mstep: Class 30 contains 10111 members 
Mstep: Class 31 contains 11651 members 
Mstep: Class 32 contains 15901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195840.000000 Penalty: 103657.375000
Iteration 120F: 33 clusters Score -8.719584e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39326 members 
Mstep: Class 3 contains 8409 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20444 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 19315 members 
Mstep: Class 13 contains 28503 members 
Mstep: Class 14 contains 20035 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 4921 members 
Mstep: Class 17 contains 30942 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32836 members 
Mstep: Class 21 contains 27538 members 
Mstep: Class 22 contains 24208 members 
Mstep: Class 23 contains 14254 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 10313 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 17856 members 
Mstep: Class 30 contains 10906 members 
Mstep: Class 31 contains 12257 members 
Mstep: Class 32 contains 17004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199680.000000 Penalty: 103657.375000
Iteration 121Q: 33 clusters Score -8.719968e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39576 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 39812 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 10393 members 
Mstep: Class 7 contains 38815 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20238 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18764 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 14 contains 18964 members 
Mstep: Class 15 contains 13490 members 
Mstep: Class 16 contains 4889 members 
Mstep: Class 17 contains 30897 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32796 members 
Mstep: Class 21 contains 27430 members 
Mstep: Class 22 contains 23511 members 
Mstep: Class 23 contains 14390 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 10910 members 
Mstep: Class 27 contains 15823 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 17766 members 
Mstep: Class 30 contains 11654 members 
Mstep: Class 31 contains 12413 members 
Mstep: Class 32 contains 17721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200264.000000 Penalty: 103657.375000
Iteration 122Q: 33 clusters Score -8.720026e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 39448 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 39721 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 10128 members 
Mstep: Class 7 contains 38468 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20182 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18616 members 
Mstep: Class 13 contains 28197 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 14110 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 17 contains 30904 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32742 members 
Mstep: Class 21 contains 27425 members 
Mstep: Class 22 contains 23262 members 
Mstep: Class 23 contains 14294 members 
Mstep: Class 24 contains 629 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 11531 members 
Mstep: Class 27 contains 15838 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 17623 members 
Mstep: Class 30 contains 12576 members 
Mstep: Class 31 contains 12389 members 
Mstep: Class 32 contains 18324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201088.000000 Penalty: 103657.375000
Iteration 123Q: 33 clusters Score -8.720109e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39415 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 39770 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 38160 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20147 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 28064 members 
Mstep: Class 14 contains 17029 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 30899 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32695 members 
Mstep: Class 21 contains 27408 members 
Mstep: Class 22 contains 23052 members 
Mstep: Class 23 contains 13960 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 12542 members 
Mstep: Class 27 contains 15885 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 17393 members 
Mstep: Class 30 contains 13567 members 
Mstep: Class 31 contains 12023 members 
Mstep: Class 32 contains 18726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201664.000000 Penalty: 103657.375000
Iteration 124Q: 33 clusters Score -8.720166e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 39359 members 
Mstep: Class 3 contains 8413 members 
Mstep: Class 4 contains 39785 members 
Mstep: Class 5 contains 5438 members 
Mstep: Class 6 contains 9215 members 
Mstep: Class 7 contains 37918 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20070 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 27909 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30895 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32653 members 
Mstep: Class 21 contains 27428 members 
Mstep: Class 22 contains 22904 members 
Mstep: Class 23 contains 13330 members 
Mstep: Class 24 contains 631 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 13599 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 14544 members 
Mstep: Class 31 contains 11450 members 
Mstep: Class 32 contains 19115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202408.000000 Penalty: 103657.375000
Iteration 125Q: 33 clusters Score -8.720241e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 39317 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 39827 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 37697 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20024 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 18280 members 
Mstep: Class 13 contains 27754 members 
Mstep: Class 14 contains 15253 members 
Mstep: Class 15 contains 16969 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 30899 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32614 members 
Mstep: Class 21 contains 27444 members 
Mstep: Class 22 contains 22769 members 
Mstep: Class 23 contains 12740 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 14820 members 
Mstep: Class 27 contains 16095 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 17020 members 
Mstep: Class 30 contains 15261 members 
Mstep: Class 31 contains 10855 members 
Mstep: Class 32 contains 19511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201776.000000 Penalty: 103657.375000
Iteration 126Q: 33 clusters Score -8.720178e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39330 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 39886 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 8018 members 
Mstep: Class 7 contains 37463 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20016 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18257 members 
Mstep: Class 13 contains 27603 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 18133 members 
Mstep: Class 16 contains 4845 members 
Mstep: Class 17 contains 30892 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32554 members 
Mstep: Class 21 contains 27471 members 
Mstep: Class 22 contains 22694 members 
Mstep: Class 23 contains 12452 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 16053 members 
Mstep: Class 27 contains 16151 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 16724 members 
Mstep: Class 30 contains 15140 members 
Mstep: Class 31 contains 10572 members 
Mstep: Class 32 contains 19984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200640.000000 Penalty: 103657.375000
Iteration 127Q: 33 clusters Score -8.720064e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 39293 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 39951 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 37225 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19994 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18240 members 
Mstep: Class 13 contains 27474 members 
Mstep: Class 14 contains 13897 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 30897 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32507 members 
Mstep: Class 21 contains 27491 members 
Mstep: Class 22 contains 22618 members 
Mstep: Class 23 contains 12452 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 17083 members 
Mstep: Class 27 contains 16269 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 16461 members 
Mstep: Class 30 contains 14403 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 20287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199584.000000 Penalty: 103657.375000
Iteration 128Q: 33 clusters Score -8.719958e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39365 members 
Mstep: Class 3 contains 8425 members 
Mstep: Class 4 contains 39977 members 
Mstep: Class 5 contains 5358 members 
Mstep: Class 6 contains 7008 members 
Mstep: Class 7 contains 37006 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19930 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 18228 members 
Mstep: Class 13 contains 27360 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 30906 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32469 members 
Mstep: Class 21 contains 27517 members 
Mstep: Class 22 contains 22500 members 
Mstep: Class 23 contains 12603 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 17898 members 
Mstep: Class 27 contains 16557 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 16256 members 
Mstep: Class 30 contains 13369 members 
Mstep: Class 31 contains 10328 members 
Mstep: Class 32 contains 20431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198336.000000 Penalty: 103657.375000
Iteration 129Q: 33 clusters Score -8.719834e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 39438 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 40037 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 6708 members 
Mstep: Class 7 contains 36790 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18241 members 
Mstep: Class 13 contains 27282 members 
Mstep: Class 14 contains 13192 members 
Mstep: Class 15 contains 21458 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 30882 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32438 members 
Mstep: Class 21 contains 27537 members 
Mstep: Class 22 contains 22388 members 
Mstep: Class 23 contains 12831 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 18501 members 
Mstep: Class 27 contains 16811 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 16045 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 10320 members 
Mstep: Class 32 contains 20481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197472.000000 Penalty: 103657.375000
Iteration 130Q: 33 clusters Score -8.719747e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 39427 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 39992 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 36620 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 13104 members 
Mstep: Class 15 contains 21787 members 
Mstep: Class 16 contains 4852 members 
Mstep: Class 17 contains 30851 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32407 members 
Mstep: Class 21 contains 27583 members 
Mstep: Class 22 contains 22383 members 
Mstep: Class 23 contains 13092 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 19124 members 
Mstep: Class 27 contains 16985 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 15863 members 
Mstep: Class 30 contains 12325 members 
Mstep: Class 31 contains 10344 members 
Mstep: Class 32 contains 20269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196664.000000 Penalty: 103657.375000
Iteration 131Q: 33 clusters Score -8.719666e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 39437 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 39994 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 6165 members 
Mstep: Class 7 contains 36504 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 537 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 27075 members 
Mstep: Class 14 contains 13145 members 
Mstep: Class 15 contains 21946 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 30831 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32360 members 
Mstep: Class 21 contains 27621 members 
Mstep: Class 22 contains 22396 members 
Mstep: Class 23 contains 13375 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 19787 members 
Mstep: Class 27 contains 17127 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 15671 members 
Mstep: Class 30 contains 12097 members 
Mstep: Class 31 contains 10377 members 
Mstep: Class 32 contains 19857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195880.000000 Penalty: 103657.375000
Iteration 132Q: 33 clusters Score -8.719588e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 39458 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 40022 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 5842 members 
Mstep: Class 7 contains 36430 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19870 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 26977 members 
Mstep: Class 14 contains 13253 members 
Mstep: Class 15 contains 22014 members 
Mstep: Class 16 contains 4843 members 
Mstep: Class 17 contains 30774 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32321 members 
Mstep: Class 21 contains 27657 members 
Mstep: Class 22 contains 22428 members 
Mstep: Class 23 contains 13664 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20326 members 
Mstep: Class 27 contains 17280 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 15524 members 
Mstep: Class 30 contains 11949 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 19413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195600.000000 Penalty: 103657.375000
Iteration 133Q: 33 clusters Score -8.71956e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 39451 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 40035 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 36331 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19906 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 18361 members 
Mstep: Class 13 contains 26891 members 
Mstep: Class 14 contains 13269 members 
Mstep: Class 15 contains 22034 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 30742 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32282 members 
Mstep: Class 21 contains 27693 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 13931 members 
Mstep: Class 24 contains 629 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20608 members 
Mstep: Class 27 contains 17452 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 15350 members 
Mstep: Class 30 contains 11842 members 
Mstep: Class 31 contains 10484 members 
Mstep: Class 32 contains 19275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195224.000000 Penalty: 103657.375000
Iteration 134Q: 33 clusters Score -8.719522e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 39422 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 40028 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 36246 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19931 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18365 members 
Mstep: Class 13 contains 26802 members 
Mstep: Class 14 contains 13259 members 
Mstep: Class 15 contains 22046 members 
Mstep: Class 16 contains 4845 members 
Mstep: Class 17 contains 30701 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32249 members 
Mstep: Class 21 contains 27735 members 
Mstep: Class 22 contains 22505 members 
Mstep: Class 23 contains 14219 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20762 members 
Mstep: Class 27 contains 17663 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 15170 members 
Mstep: Class 30 contains 11742 members 
Mstep: Class 31 contains 10548 members 
Mstep: Class 32 contains 19243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194776.000000 Penalty: 103657.375000
Iteration 135Q: 33 clusters Score -8.719478e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 39998 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 36220 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19918 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18382 members 
Mstep: Class 13 contains 26700 members 
Mstep: Class 14 contains 13266 members 
Mstep: Class 15 contains 22035 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 30672 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32206 members 
Mstep: Class 21 contains 27767 members 
Mstep: Class 22 contains 22546 members 
Mstep: Class 23 contains 14472 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20862 members 
Mstep: Class 27 contains 17915 members 
Mstep: Class 28 contains 440 members 
Mstep: Class 29 contains 14996 members 
Mstep: Class 30 contains 11620 members 
Mstep: Class 31 contains 10607 members 
Mstep: Class 32 contains 19231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194672.000000 Penalty: 103657.375000
Iteration 136Q: 33 clusters Score -8.719467e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39475 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 40008 members 
Mstep: Class 5 contains 5221 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 36223 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 26585 members 
Mstep: Class 14 contains 13273 members 
Mstep: Class 15 contains 22003 members 
Mstep: Class 16 contains 4850 members 
Mstep: Class 17 contains 30651 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32172 members 
Mstep: Class 21 contains 27782 members 
Mstep: Class 22 contains 22566 members 
Mstep: Class 23 contains 14735 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20855 members 
Mstep: Class 27 contains 18204 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 11503 members 
Mstep: Class 31 contains 10695 members 
Mstep: Class 32 contains 19250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194536.000000 Penalty: 103657.375000
Iteration 137Q: 33 clusters Score -8.719454e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 39494 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 36234 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 26497 members 
Mstep: Class 14 contains 13266 members 
Mstep: Class 15 contains 21933 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 30649 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32130 members 
Mstep: Class 21 contains 27804 members 
Mstep: Class 22 contains 22610 members 
Mstep: Class 23 contains 14989 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 18505 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14741 members 
Mstep: Class 30 contains 11417 members 
Mstep: Class 31 contains 10776 members 
Mstep: Class 32 contains 19203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194800.000000 Penalty: 103657.375000
Iteration 138Q: 33 clusters Score -8.71948e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 39461 members 
Mstep: Class 3 contains 8443 members 
Mstep: Class 4 contains 39999 members 
Mstep: Class 5 contains 5199 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19764 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 26437 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 21823 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30620 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32090 members 
Mstep: Class 21 contains 27825 members 
Mstep: Class 22 contains 22615 members 
Mstep: Class 23 contains 15253 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20835 members 
Mstep: Class 27 contains 18856 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14701 members 
Mstep: Class 30 contains 11343 members 
Mstep: Class 31 contains 10849 members 
Mstep: Class 32 contains 19159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195064.000000 Penalty: 103657.375000
Iteration 139Q: 33 clusters Score -8.719506e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 39438 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 39970 members 
Mstep: Class 5 contains 5191 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19702 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 13260 members 
Mstep: Class 15 contains 21664 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30621 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32067 members 
Mstep: Class 21 contains 27803 members 
Mstep: Class 22 contains 22612 members 
Mstep: Class 23 contains 15510 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20819 members 
Mstep: Class 27 contains 19302 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14679 members 
Mstep: Class 30 contains 11274 members 
Mstep: Class 31 contains 10926 members 
Mstep: Class 32 contains 19066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196040.000000 Penalty: 103657.375000
Iteration 140F: 33 clusters Score -8.719604e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39388 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 39962 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 36256 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19637 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18261 members 
Mstep: Class 13 contains 26328 members 
Mstep: Class 14 contains 13144 members 
Mstep: Class 15 contains 21573 members 
Mstep: Class 16 contains 4858 members 
Mstep: Class 17 contains 30633 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 32031 members 
Mstep: Class 21 contains 27792 members 
Mstep: Class 22 contains 22540 members 
Mstep: Class 23 contains 15207 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20900 members 
Mstep: Class 27 contains 19722 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14702 members 
Mstep: Class 30 contains 12234 members 
Mstep: Class 31 contains 10525 members 
Mstep: Class 32 contains 18965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196088.000000 Penalty: 103657.375000
Iteration 141Q: 33 clusters Score -8.719609e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39343 members 
Mstep: Class 3 contains 8439 members 
Mstep: Class 4 contains 39923 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 36227 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19623 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18204 members 
Mstep: Class 13 contains 26289 members 
Mstep: Class 14 contains 13043 members 
Mstep: Class 15 contains 21648 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30684 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31989 members 
Mstep: Class 21 contains 27796 members 
Mstep: Class 22 contains 22499 members 
Mstep: Class 23 contains 14706 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20902 members 
Mstep: Class 27 contains 20055 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14809 members 
Mstep: Class 30 contains 13317 members 
Mstep: Class 31 contains 10020 members 
Mstep: Class 32 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196120.000000 Penalty: 103657.375000
Iteration 142Q: 33 clusters Score -8.719612e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39352 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 39951 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 36197 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19618 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 26239 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 21867 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 30746 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31949 members 
Mstep: Class 21 contains 27820 members 
Mstep: Class 22 contains 22456 members 
Mstep: Class 23 contains 14041 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 20239 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14901 members 
Mstep: Class 30 contains 14504 members 
Mstep: Class 31 contains 9461 members 
Mstep: Class 32 contains 18750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195904.000000 Penalty: 103657.375000
Iteration 143Q: 33 clusters Score -8.71959e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39402 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 39957 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 36139 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19681 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 26200 members 
Mstep: Class 14 contains 12876 members 
Mstep: Class 15 contains 22078 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30777 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31914 members 
Mstep: Class 21 contains 27873 members 
Mstep: Class 22 contains 22434 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20777 members 
Mstep: Class 27 contains 20314 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15087 members 
Mstep: Class 30 contains 15782 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 18680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195720.000000 Penalty: 103657.375000
Iteration 144Q: 33 clusters Score -8.719572e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 39470 members 
Mstep: Class 3 contains 8444 members 
Mstep: Class 4 contains 39919 members 
Mstep: Class 5 contains 5146 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 36053 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19790 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18147 members 
Mstep: Class 13 contains 26149 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 22273 members 
Mstep: Class 16 contains 4855 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31879 members 
Mstep: Class 21 contains 27949 members 
Mstep: Class 22 contains 22448 members 
Mstep: Class 23 contains 12368 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20689 members 
Mstep: Class 27 contains 20281 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15221 members 
Mstep: Class 30 contains 17017 members 
Mstep: Class 31 contains 8502 members 
Mstep: Class 32 contains 18624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195960.000000 Penalty: 103657.375000
Iteration 145Q: 33 clusters Score -8.719596e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 39508 members 
Mstep: Class 3 contains 8440 members 
Mstep: Class 4 contains 39937 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 36021 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19844 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18135 members 
Mstep: Class 13 contains 26101 members 
Mstep: Class 14 contains 12768 members 
Mstep: Class 15 contains 22402 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31845 members 
Mstep: Class 21 contains 28049 members 
Mstep: Class 22 contains 22468 members 
Mstep: Class 23 contains 11853 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20655 members 
Mstep: Class 27 contains 20205 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15340 members 
Mstep: Class 30 contains 17957 members 
Mstep: Class 31 contains 8127 members 
Mstep: Class 32 contains 18559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195728.000000 Penalty: 103657.375000
Iteration 146Q: 33 clusters Score -8.719573e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39559 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 39944 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 35997 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18120 members 
Mstep: Class 13 contains 26042 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 22559 members 
Mstep: Class 16 contains 4853 members 
Mstep: Class 17 contains 30827 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31799 members 
Mstep: Class 21 contains 28148 members 
Mstep: Class 22 contains 22505 members 
Mstep: Class 23 contains 11628 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20629 members 
Mstep: Class 27 contains 20090 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15423 members 
Mstep: Class 30 contains 18576 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 18509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195208.000000 Penalty: 103657.375000
Iteration 147Q: 33 clusters Score -8.719521e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39505 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 39936 members 
Mstep: Class 5 contains 5120 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19992 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18114 members 
Mstep: Class 13 contains 25988 members 
Mstep: Class 14 contains 12651 members 
Mstep: Class 15 contains 22648 members 
Mstep: Class 16 contains 4852 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31762 members 
Mstep: Class 21 contains 28253 members 
Mstep: Class 22 contains 22532 members 
Mstep: Class 23 contains 11614 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20591 members 
Mstep: Class 27 contains 20019 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15525 members 
Mstep: Class 30 contains 19091 members 
Mstep: Class 31 contains 7359 members 
Mstep: Class 32 contains 18477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195120.000000 Penalty: 103657.375000
Iteration 148Q: 33 clusters Score -8.719512e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39457 members 
Mstep: Class 3 contains 8437 members 
Mstep: Class 4 contains 39929 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 7 contains 36003 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20069 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 14 contains 12602 members 
Mstep: Class 15 contains 22664 members 
Mstep: Class 16 contains 4851 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31730 members 
Mstep: Class 21 contains 28351 members 
Mstep: Class 22 contains 22554 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20561 members 
Mstep: Class 27 contains 19976 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15611 members 
Mstep: Class 30 contains 19497 members 
Mstep: Class 31 contains 6983 members 
Mstep: Class 32 contains 18437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195064.000000 Penalty: 103657.375000
Iteration 149Q: 33 clusters Score -8.719506e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39449 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 39912 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 35988 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20124 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18045 members 
Mstep: Class 13 contains 25858 members 
Mstep: Class 14 contains 12552 members 
Mstep: Class 15 contains 22669 members 
Mstep: Class 16 contains 4853 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31676 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 22580 members 
Mstep: Class 23 contains 11966 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20510 members 
Mstep: Class 27 contains 19971 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15587 members 
Mstep: Class 30 contains 19902 members 
Mstep: Class 31 contains 6590 members 
Mstep: Class 32 contains 18429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194768.000000 Penalty: 103657.375000
Iteration 150Q: 33 clusters Score -8.719477e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 39489 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 39905 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 35963 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20154 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 25805 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 22635 members 
Mstep: Class 16 contains 4855 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31613 members 
Mstep: Class 21 contains 28628 members 
Mstep: Class 22 contains 22572 members 
Mstep: Class 23 contains 12261 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20533 members 
Mstep: Class 27 contains 19970 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15520 members 
Mstep: Class 30 contains 20147 members 
Mstep: Class 31 contains 6293 members 
Mstep: Class 32 contains 18419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195048.000000 Penalty: 103657.375000
Iteration 151Q: 33 clusters Score -8.719505e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39515 members 
Mstep: Class 3 contains 8436 members 
Mstep: Class 4 contains 39890 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 35959 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20199 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 25729 members 
Mstep: Class 14 contains 12422 members 
Mstep: Class 15 contains 22603 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 30825 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31556 members 
Mstep: Class 21 contains 28760 members 
Mstep: Class 22 contains 22540 members 
Mstep: Class 23 contains 12549 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20553 members 
Mstep: Class 27 contains 19954 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15428 members 
Mstep: Class 30 contains 20340 members 
Mstep: Class 31 contains 6099 members 
Mstep: Class 32 contains 18415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195024.000000 Penalty: 103657.375000
Iteration 152Q: 33 clusters Score -8.719502e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39514 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 39895 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 2738 members 
Mstep: Class 7 contains 35937 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 25679 members 
Mstep: Class 14 contains 12359 members 
Mstep: Class 15 contains 22552 members 
Mstep: Class 16 contains 4863 members 
Mstep: Class 17 contains 30827 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31493 members 
Mstep: Class 21 contains 28893 members 
Mstep: Class 22 contains 22522 members 
Mstep: Class 23 contains 12879 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20571 members 
Mstep: Class 27 contains 19931 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15300 members 
Mstep: Class 30 contains 20547 members 
Mstep: Class 31 contains 5950 members 
Mstep: Class 32 contains 18369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195704.000000 Penalty: 103657.375000
Iteration 153Q: 33 clusters Score -8.71957e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39514 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39865 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 35912 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20219 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 535 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 25633 members 
Mstep: Class 14 contains 12299 members 
Mstep: Class 15 contains 22481 members 
Mstep: Class 16 contains 4863 members 
Mstep: Class 17 contains 30821 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 29031 members 
Mstep: Class 22 contains 22540 members 
Mstep: Class 23 contains 13287 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20584 members 
Mstep: Class 27 contains 19944 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 15137 members 
Mstep: Class 30 contains 20696 members 
Mstep: Class 31 contains 5843 members 
Mstep: Class 32 contains 18331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195880.000000 Penalty: 103657.375000
Iteration 154Q: 33 clusters Score -8.719588e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 39496 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 39847 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 2529 members 
Mstep: Class 7 contains 35896 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20211 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17939 members 
Mstep: Class 13 contains 25591 members 
Mstep: Class 14 contains 12235 members 
Mstep: Class 15 contains 22461 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31397 members 
Mstep: Class 21 contains 29154 members 
Mstep: Class 22 contains 22533 members 
Mstep: Class 23 contains 13715 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20579 members 
Mstep: Class 27 contains 19958 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14937 members 
Mstep: Class 30 contains 20781 members 
Mstep: Class 31 contains 5767 members 
Mstep: Class 32 contains 18352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196080.000000 Penalty: 103657.375000
Iteration 155Q: 33 clusters Score -8.719608e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39473 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39868 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 35849 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20176 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17939 members 
Mstep: Class 13 contains 25532 members 
Mstep: Class 14 contains 12181 members 
Mstep: Class 15 contains 22437 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 30783 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 29308 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 14089 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20603 members 
Mstep: Class 27 contains 19979 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14650 members 
Mstep: Class 30 contains 20861 members 
Mstep: Class 31 contains 5723 members 
Mstep: Class 32 contains 18389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195792.000000 Penalty: 103657.375000
Iteration 156Q: 33 clusters Score -8.719579e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 39468 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 39838 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 2388 members 
Mstep: Class 7 contains 35813 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 25477 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 22416 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31311 members 
Mstep: Class 21 contains 29450 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20641 members 
Mstep: Class 27 contains 20006 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 14286 members 
Mstep: Class 30 contains 20936 members 
Mstep: Class 31 contains 5675 members 
Mstep: Class 32 contains 18443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195880.000000 Penalty: 103657.375000
Iteration 157Q: 33 clusters Score -8.719588e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39482 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 39838 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 35787 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20154 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 25427 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 22400 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31274 members 
Mstep: Class 21 contains 29598 members 
Mstep: Class 22 contains 22548 members 
Mstep: Class 23 contains 14951 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20689 members 
Mstep: Class 27 contains 20032 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13930 members 
Mstep: Class 30 contains 20962 members 
Mstep: Class 31 contains 5653 members 
Mstep: Class 32 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195904.000000 Penalty: 103657.375000
Iteration 158Q: 33 clusters Score -8.71959e+07 nChanged 1850
Entering ConstructFrom: 
Score: -87195904.000000 Penalty: 103657.375000
Entering ConstructFrom: 
Trying to split cluster 1 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -493207.125000 Penalty: 1971.724609
	Iteration 0F: 2 clusters Score -493207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -490130.687500 Penalty: 3943.449219
	Iteration 0F: 3 clusters Score -490130.7 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -490935.125000 Penalty: 3943.449219
	Iteration 1F: 3 clusters Score -490935.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -491228.687500 Penalty: 3943.449219
	Iteration 2F: 3 clusters Score -491228.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -491438.531250 Penalty: 3943.449219
	Iteration 3F: 3 clusters Score -491438.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -491584.062500 Penalty: 3943.449219
	Iteration 4F: 3 clusters Score -491584.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -491719.656250 Penalty: 3943.449219
	Iteration 5Q: 3 clusters Score -491719.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -491818.031250 Penalty: 3943.449219
	Iteration 6Q: 3 clusters Score -491818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -491899.375000 Penalty: 3943.449219
	Iteration 7Q: 3 clusters Score -491899.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -491962.343750 Penalty: 3943.449219
	Iteration 8Q: 3 clusters Score -491962.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -492008.437500 Penalty: 3943.449219
	Iteration 9Q: 3 clusters Score -492008.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -492049.312500 Penalty: 3943.449219
	Iteration 10Q: 3 clusters Score -492049.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -492077.656250 Penalty: 3943.449219
	Iteration 11Q: 3 clusters Score -492077.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -492096.906250 Penalty: 3943.449219
	Iteration 12Q: 3 clusters Score -492096.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -492117.125000 Penalty: 3943.449219
	Iteration 13Q: 3 clusters Score -492117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -492135.906250 Penalty: 3943.449219
	Iteration 14Q: 3 clusters Score -492135.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -492149.531250 Penalty: 3943.449219
	Iteration 15Q: 3 clusters Score -492149.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -492163.156250 Penalty: 3943.449219
	Iteration 16Q: 3 clusters Score -492163.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -492178.687500 Penalty: 3943.449219
	Iteration 17Q: 3 clusters Score -492178.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -492188.312500 Penalty: 3943.449219
	Iteration 18Q: 3 clusters Score -492188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -492195.687500 Penalty: 3943.449219
	Iteration 19Q: 3 clusters Score -492195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -492201.625000 Penalty: 3943.449219
	Iteration 20F: 3 clusters Score -492201.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -492207.906250 Penalty: 3943.449219
	Iteration 21Q: 3 clusters Score -492207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -492213.781250 Penalty: 3943.449219
	Iteration 22Q: 3 clusters Score -492213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -492220.093750 Penalty: 3943.449219
	Iteration 23Q: 3 clusters Score -492220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -492227.343750 Penalty: 3943.449219
	Iteration 24Q: 3 clusters Score -492227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -492234.125000 Penalty: 3943.449219
	Iteration 25Q: 3 clusters Score -492234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -492238.968750 Penalty: 3943.449219
	Iteration 26Q: 3 clusters Score -492239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -492243.156250 Penalty: 3943.449219
	Iteration 27Q: 3 clusters Score -492243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -492246.250000 Penalty: 3943.449219
	Iteration 28Q: 3 clusters Score -492246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -492248.406250 Penalty: 3943.449219
	Iteration 29Q: 3 clusters Score -492248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -492249.093750 Penalty: 3943.449219
	Iteration 30Q: 3 clusters Score -492249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -492249.093750 Penalty: 3943.449219
	Iteration 31F: 3 clusters Score -492249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Entering Unmasked Estep 
Score: -7350364.000000 Penalty: 2624.682617
	Iteration 0F: 2 clusters Score -7350364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7328043.500000 Penalty: 5249.365234
	Iteration 0F: 3 clusters Score -7328044 nChanged 18182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7337855.000000 Penalty: 5249.365234
	Iteration 1F: 3 clusters Score -7337855 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -7338269.500000 Penalty: 5249.365234
	Iteration 2Q: 3 clusters Score -7338270 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -7338717.000000 Penalty: 5249.365234
	Iteration 3Q: 3 clusters Score -7338717 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -7339029.000000 Penalty: 5249.365234
	Iteration 4Q: 3 clusters Score -7339029 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -7339296.000000 Penalty: 5249.365234
	Iteration 5Q: 3 clusters Score -7339296 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7339589.500000 Penalty: 5249.365234
	Iteration 6Q: 3 clusters Score -7339590 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -7339781.500000 Penalty: 5249.365234
	Iteration 7Q: 3 clusters Score -7339782 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -7340155.000000 Penalty: 5249.365234
	Iteration 8F: 3 clusters Score -7340155 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7340933.000000 Penalty: 5249.365234
	Iteration 9F: 3 clusters Score -7340933 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -7342175.000000 Penalty: 5249.365234
	Iteration 10F: 3 clusters Score -7342175 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -7343889.500000 Penalty: 5249.365234
	Iteration 11F: 3 clusters Score -7343890 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7345034.500000 Penalty: 5249.365234
	Iteration 12F: 3 clusters Score -7345034 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -7345426.500000 Penalty: 5249.365234
	Iteration 13Q: 3 clusters Score -7345426 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -7345241.500000 Penalty: 5249.365234
	Iteration 14Q: 3 clusters Score -7345242 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -7344793.000000 Penalty: 5249.365234
	Iteration 15Q: 3 clusters Score -7344793 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7344438.000000 Penalty: 5249.365234
	Iteration 16Q: 3 clusters Score -7344438 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -7344176.500000 Penalty: 5249.365234
	Iteration 17Q: 3 clusters Score -7344176 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -7343984.000000 Penalty: 5249.365234
	Iteration 18Q: 3 clusters Score -7343984 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -7343977.500000 Penalty: 5249.365234
	Iteration 19Q: 3 clusters Score -7343978 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -7344154.500000 Penalty: 5249.365234
	Iteration 20F: 3 clusters Score -7344154 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -7344311.500000 Penalty: 5249.365234
	Iteration 21Q: 3 clusters Score -7344312 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -7344569.500000 Penalty: 5249.365234
	Iteration 22Q: 3 clusters Score -7344570 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -7344841.500000 Penalty: 5249.365234
	Iteration 23Q: 3 clusters Score -7344842 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -7345249.000000 Penalty: 5249.365234
	Iteration 24Q: 3 clusters Score -7345249 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -7345692.500000 Penalty: 5249.365234
	Iteration 25Q: 3 clusters Score -7345692 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -7346105.000000 Penalty: 5249.365234
	Iteration 26Q: 3 clusters Score -7346105 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -7346500.000000 Penalty: 5249.365234
	Iteration 27Q: 3 clusters Score -7346500 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7346799.500000 Penalty: 5249.365234
	Iteration 28Q: 3 clusters Score -7346800 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7346931.500000 Penalty: 5249.365234
	Iteration 29Q: 3 clusters Score -7346932 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7346918.000000 Penalty: 5249.365234
	Iteration 30Q: 3 clusters Score -7346918 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -7346657.000000 Penalty: 5249.365234
	Iteration 31Q: 3 clusters Score -7346657 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -7346361.500000 Penalty: 5249.365234
	Iteration 32Q: 3 clusters Score -7346362 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -7346058.000000 Penalty: 5249.365234
	Iteration 33Q: 3 clusters Score -7346058 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -7345911.500000 Penalty: 5249.365234
	Iteration 34Q: 3 clusters Score -7345912 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -7345958.000000 Penalty: 5249.365234
	Iteration 35Q: 3 clusters Score -7345958 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -7346102.500000 Penalty: 5249.365234
	Iteration 36Q: 3 clusters Score -7346102 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -7346371.500000 Penalty: 5249.365234
	Iteration 37Q: 3 clusters Score -7346372 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -7346621.500000 Penalty: 5249.365234
	Iteration 38Q: 3 clusters Score -7346622 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -7346923.500000 Penalty: 5249.365234
	Iteration 39Q: 3 clusters Score -7346924 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7347268.000000 Penalty: 5249.365234
	Iteration 40F: 3 clusters Score -7347268 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -7347415.000000 Penalty: 5249.365234
	Iteration 41Q: 3 clusters Score -7347415 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7347582.500000 Penalty: 5249.365234
	Iteration 42Q: 3 clusters Score -7347582 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -7347643.500000 Penalty: 5249.365234
	Iteration 43Q: 3 clusters Score -7347644 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -7347813.500000 Penalty: 5249.365234
	Iteration 44Q: 3 clusters Score -7347814 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -7347911.000000 Penalty: 5249.365234
	Iteration 45Q: 3 clusters Score -7347911 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -7348009.000000 Penalty: 5249.365234
	Iteration 46Q: 3 clusters Score -7348009 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -7348094.500000 Penalty: 5249.365234
	Iteration 47Q: 3 clusters Score -7348094 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -7348177.000000 Penalty: 5249.365234
	Iteration 48Q: 3 clusters Score -7348177 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -7348247.000000 Penalty: 5249.365234
	Iteration 49Q: 3 clusters Score -7348247 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -7348338.000000 Penalty: 5249.365234
	Iteration 50Q: 3 clusters Score -7348338 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -7348371.000000 Penalty: 5249.365234
	Iteration 51Q: 3 clusters Score -7348371 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7348420.500000 Penalty: 5249.365234
	Iteration 52Q: 3 clusters Score -7348420 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -7348441.500000 Penalty: 5249.365234
	Iteration 53Q: 3 clusters Score -7348442 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -7348438.000000 Penalty: 5249.365234
	Iteration 54Q: 3 clusters Score -7348438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7348446.000000 Penalty: 5249.365234
	Iteration 55Q: 3 clusters Score -7348446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -7348465.000000 Penalty: 5249.365234
	Iteration 56Q: 3 clusters Score -7348465 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -7348480.000000 Penalty: 5249.365234
	Iteration 57Q: 3 clusters Score -7348480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -7348493.000000 Penalty: 5249.365234
	Iteration 58Q: 3 clusters Score -7348493 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -7348497.000000 Penalty: 5249.365234
	Iteration 59Q: 3 clusters Score -7348497 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7348516.000000 Penalty: 5249.365234
	Iteration 60F: 3 clusters Score -7348516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7348513.500000 Penalty: 5249.365234
	Iteration 61Q: 3 clusters Score -7348514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7348503.000000 Penalty: 5249.365234
	Iteration 62Q: 3 clusters Score -7348503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7348517.500000 Penalty: 5249.365234
	Iteration 63Q: 3 clusters Score -7348518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -7348504.000000 Penalty: 5249.365234
	Iteration 64Q: 3 clusters Score -7348504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -7348499.000000 Penalty: 5249.365234
	Iteration 65Q: 3 clusters Score -7348499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7348514.500000 Penalty: 5249.365234
	Iteration 66Q: 3 clusters Score -7348514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -7348538.000000 Penalty: 5249.365234
	Iteration 67Q: 3 clusters Score -7348538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -7348540.500000 Penalty: 5249.365234
	Iteration 68Q: 3 clusters Score -7348540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7348532.500000 Penalty: 5249.365234
	Iteration 69Q: 3 clusters Score -7348532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -7348521.500000 Penalty: 5249.365234
	Iteration 70Q: 3 clusters Score -7348522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -7348529.500000 Penalty: 5249.365234
	Iteration 71Q: 3 clusters Score -7348530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -7348538.000000 Penalty: 5249.365234
	Iteration 72Q: 3 clusters Score -7348538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -7348540.500000 Penalty: 5249.365234
	Iteration 73Q: 3 clusters Score -7348540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7348541.000000 Penalty: 5249.365234
	Iteration 74Q: 3 clusters Score -7348541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7348534.500000 Penalty: 5249.365234
	Iteration 75Q: 3 clusters Score -7348534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -7348554.000000 Penalty: 5249.365234
	Iteration 76Q: 3 clusters Score -7348554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -7348560.000000 Penalty: 5249.365234
	Iteration 77Q: 3 clusters Score -7348560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7348558.500000 Penalty: 5249.365234
	Iteration 78Q: 3 clusters Score -7348558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7348560.500000 Penalty: 5249.365234
	Iteration 79Q: 3 clusters Score -7348560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -7348564.000000 Penalty: 5249.365234
	Iteration 80F: 3 clusters Score -7348564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7348560.500000 Penalty: 5249.365234
	Iteration 81Q: 3 clusters Score -7348560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -7348557.000000 Penalty: 5249.365234
	Iteration 82Q: 3 clusters Score -7348557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7348560.500000 Penalty: 5249.365234
	Iteration 83Q: 3 clusters Score -7348560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7348556.000000 Penalty: 5249.365234
	Iteration 84Q: 3 clusters Score -7348556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -7348557.000000 Penalty: 5249.365234
	Iteration 85Q: 3 clusters Score -7348557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -7348557.000000 Penalty: 5249.365234
	Iteration 86F: 3 clusters Score -7348557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -1528495.375000 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -1528495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1521750.000000 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -1521750 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1523766.625000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -1523767 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1524356.375000 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -1524356 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1524860.375000 Penalty: 4483.735352
	Iteration 3F: 3 clusters Score -1524860 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1525256.250000 Penalty: 4483.735352
	Iteration 4F: 3 clusters Score -1525256 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1525558.125000 Penalty: 4483.735352
	Iteration 5F: 3 clusters Score -1525558 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1525819.500000 Penalty: 4483.735352
	Iteration 6Q: 3 clusters Score -1525820 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1526107.625000 Penalty: 4483.735352
	Iteration 7Q: 3 clusters Score -1526108 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1526400.625000 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -1526401 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1526703.875000 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -1526704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1526979.000000 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -1526979 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1527222.250000 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -1527222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1527413.375000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -1527413 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1527559.875000 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -1527560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1527699.750000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -1527700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1527764.500000 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -1527764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1527790.625000 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -1527791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1527802.875000 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -1527803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1527809.000000 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -1527809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1527820.750000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -1527821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1527824.250000 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -1527824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1527826.750000 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -1527827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1527831.125000 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -1527831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1527834.750000 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -1527835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1527833.750000 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -1527834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1527833.750000 Penalty: 4483.735352
	Iteration 25F: 3 clusters Score -1527834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Entering Unmasked Estep 
Score: -7396534.500000 Penalty: 2626.822021
	Iteration 0F: 2 clusters Score -7396534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7372265.000000 Penalty: 5253.644043
	Iteration 0F: 3 clusters Score -7372265 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7382356.000000 Penalty: 5253.644043
	Iteration 1F: 3 clusters Score -7382356 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7383015.000000 Penalty: 5253.644043
	Iteration 2F: 3 clusters Score -7383015 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7383710.500000 Penalty: 5253.644043
	Iteration 3Q: 3 clusters Score -7383710 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -7384381.000000 Penalty: 5253.644043
	Iteration 4Q: 3 clusters Score -7384381 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -7385081.000000 Penalty: 5253.644043
	Iteration 5Q: 3 clusters Score -7385081 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -7386001.000000 Penalty: 5253.644043
	Iteration 6F: 3 clusters Score -7386001 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -7387120.000000 Penalty: 5253.644043
	Iteration 7F: 3 clusters Score -7387120 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -7388556.000000 Penalty: 5253.644043
	Iteration 8F: 3 clusters Score -7388556 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -7389770.500000 Penalty: 5253.644043
	Iteration 9F: 3 clusters Score -7389770 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -7390294.000000 Penalty: 5253.644043
	Iteration 10Q: 3 clusters Score -7390294 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -7390470.500000 Penalty: 5253.644043
	Iteration 11Q: 3 clusters Score -7390470 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -7390703.500000 Penalty: 5253.644043
	Iteration 12Q: 3 clusters Score -7390704 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7390998.000000 Penalty: 5253.644043
	Iteration 13Q: 3 clusters Score -7390998 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -7391266.000000 Penalty: 5253.644043
	Iteration 14Q: 3 clusters Score -7391266 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7391531.000000 Penalty: 5253.644043
	Iteration 15Q: 3 clusters Score -7391531 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7391774.500000 Penalty: 5253.644043
	Iteration 16Q: 3 clusters Score -7391774 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7391852.000000 Penalty: 5253.644043
	Iteration 17Q: 3 clusters Score -7391852 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7391855.500000 Penalty: 5253.644043
	Iteration 18Q: 3 clusters Score -7391856 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -7391846.000000 Penalty: 5253.644043
	Iteration 19Q: 3 clusters Score -7391846 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7391911.500000 Penalty: 5253.644043
	Iteration 20F: 3 clusters Score -7391912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -7392020.500000 Penalty: 5253.644043
	Iteration 21Q: 3 clusters Score -7392020 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7392111.000000 Penalty: 5253.644043
	Iteration 22Q: 3 clusters Score -7392111 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -7392182.500000 Penalty: 5253.644043
	Iteration 23Q: 3 clusters Score -7392182 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7392201.500000 Penalty: 5253.644043
	Iteration 24Q: 3 clusters Score -7392202 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -7392267.500000 Penalty: 5253.644043
	Iteration 25Q: 3 clusters Score -7392268 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -7392325.500000 Penalty: 5253.644043
	Iteration 26Q: 3 clusters Score -7392326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7392343.000000 Penalty: 5253.644043
	Iteration 27Q: 3 clusters Score -7392343 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7392354.500000 Penalty: 5253.644043
	Iteration 28Q: 3 clusters Score -7392354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7392379.500000 Penalty: 5253.644043
	Iteration 29Q: 3 clusters Score -7392380 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7392443.000000 Penalty: 5253.644043
	Iteration 30Q: 3 clusters Score -7392443 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7392436.500000 Penalty: 5253.644043
	Iteration 31Q: 3 clusters Score -7392436 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7392449.000000 Penalty: 5253.644043
	Iteration 32Q: 3 clusters Score -7392449 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7392469.000000 Penalty: 5253.644043
	Iteration 33Q: 3 clusters Score -7392469 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7392507.500000 Penalty: 5253.644043
	Iteration 34Q: 3 clusters Score -7392508 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -7392521.500000 Penalty: 5253.644043
	Iteration 35Q: 3 clusters Score -7392522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -7392557.000000 Penalty: 5253.644043
	Iteration 36Q: 3 clusters Score -7392557 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7392581.500000 Penalty: 5253.644043
	Iteration 37Q: 3 clusters Score -7392582 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7392600.000000 Penalty: 5253.644043
	Iteration 38Q: 3 clusters Score -7392600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7392606.500000 Penalty: 5253.644043
	Iteration 39Q: 3 clusters Score -7392606 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7392608.500000 Penalty: 5253.644043
	Iteration 40F: 3 clusters Score -7392608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7392659.000000 Penalty: 5253.644043
	Iteration 41Q: 3 clusters Score -7392659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7392646.500000 Penalty: 5253.644043
	Iteration 42Q: 3 clusters Score -7392646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7392653.500000 Penalty: 5253.644043
	Iteration 43Q: 3 clusters Score -7392654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -7392689.000000 Penalty: 5253.644043
	Iteration 44Q: 3 clusters Score -7392689 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -7392698.500000 Penalty: 5253.644043
	Iteration 45Q: 3 clusters Score -7392698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -7392720.500000 Penalty: 5253.644043
	Iteration 46Q: 3 clusters Score -7392720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7392715.500000 Penalty: 5253.644043
	Iteration 47Q: 3 clusters Score -7392716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7392725.500000 Penalty: 5253.644043
	Iteration 48Q: 3 clusters Score -7392726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7392728.500000 Penalty: 5253.644043
	Iteration 49Q: 3 clusters Score -7392728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -7392727.500000 Penalty: 5253.644043
	Iteration 50Q: 3 clusters Score -7392728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7392730.500000 Penalty: 5253.644043
	Iteration 51Q: 3 clusters Score -7392730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7392731.000000 Penalty: 5253.644043
	Iteration 52Q: 3 clusters Score -7392731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -7392736.500000 Penalty: 5253.644043
	Iteration 53Q: 3 clusters Score -7392736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7392740.500000 Penalty: 5253.644043
	Iteration 54Q: 3 clusters Score -7392740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7392731.000000 Penalty: 5253.644043
	Iteration 55Q: 3 clusters Score -7392731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -7392730.000000 Penalty: 5253.644043
	Iteration 56Q: 3 clusters Score -7392730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7392717.500000 Penalty: 5253.644043
	Iteration 57Q: 3 clusters Score -7392718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7392719.500000 Penalty: 5253.644043
	Iteration 58Q: 3 clusters Score -7392720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7392719.000000 Penalty: 5253.644043
	Iteration 59Q: 3 clusters Score -7392719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -7392724.500000 Penalty: 5253.644043
	Iteration 60F: 3 clusters Score -7392724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7392733.500000 Penalty: 5253.644043
	Iteration 61Q: 3 clusters Score -7392734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7392743.000000 Penalty: 5253.644043
	Iteration 62Q: 3 clusters Score -7392743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -7392737.500000 Penalty: 5253.644043
	Iteration 63Q: 3 clusters Score -7392738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7392741.000000 Penalty: 5253.644043
	Iteration 64Q: 3 clusters Score -7392741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -7392743.500000 Penalty: 5253.644043
	Iteration 65Q: 3 clusters Score -7392744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7392740.000000 Penalty: 5253.644043
	Iteration 66Q: 3 clusters Score -7392740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7392737.000000 Penalty: 5253.644043
	Iteration 67Q: 3 clusters Score -7392737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7392737.500000 Penalty: 5253.644043
	Iteration 68Q: 3 clusters Score -7392738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -7392739.500000 Penalty: 5253.644043
	Iteration 69Q: 3 clusters Score -7392740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7392742.500000 Penalty: 5253.644043
	Iteration 70Q: 3 clusters Score -7392742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -7392749.000000 Penalty: 5253.644043
	Iteration 71Q: 3 clusters Score -7392749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -7392746.500000 Penalty: 5253.644043
	Iteration 72Q: 3 clusters Score -7392746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7392747.500000 Penalty: 5253.644043
	Iteration 73Q: 3 clusters Score -7392748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7392736.000000 Penalty: 5253.644043
	Iteration 74Q: 3 clusters Score -7392736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7392736.000000 Penalty: 5253.644043
	Iteration 75Q: 3 clusters Score -7392736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -7392732.500000 Penalty: 5253.644043
	Iteration 76Q: 3 clusters Score -7392732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -7392733.500000 Penalty: 5253.644043
	Iteration 77Q: 3 clusters Score -7392734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -7392751.500000 Penalty: 5253.644043
	Iteration 78Q: 3 clusters Score -7392752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -7392754.500000 Penalty: 5253.644043
	Iteration 79Q: 3 clusters Score -7392754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -7392754.000000 Penalty: 5253.644043
	Iteration 80F: 3 clusters Score -7392754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7392751.000000 Penalty: 5253.644043
	Iteration 81Q: 3 clusters Score -7392751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7392756.000000 Penalty: 5253.644043
	Iteration 82Q: 3 clusters Score -7392756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7392754.000000 Penalty: 5253.644043
	Iteration 83Q: 3 clusters Score -7392754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7392738.500000 Penalty: 5253.644043
	Iteration 84Q: 3 clusters Score -7392738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7392741.500000 Penalty: 5253.644043
	Iteration 85Q: 3 clusters Score -7392742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7392745.500000 Penalty: 5253.644043
	Iteration 86Q: 3 clusters Score -7392746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -7392743.500000 Penalty: 5253.644043
	Iteration 87Q: 3 clusters Score -7392744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7392740.000000 Penalty: 5253.644043
	Iteration 88Q: 3 clusters Score -7392740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7392731.000000 Penalty: 5253.644043
	Iteration 89Q: 3 clusters Score -7392731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -7392730.000000 Penalty: 5253.644043
	Iteration 90Q: 3 clusters Score -7392730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7392727.500000 Penalty: 5253.644043
	Iteration 91Q: 3 clusters Score -7392728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -7392738.500000 Penalty: 5253.644043
	Iteration 92Q: 3 clusters Score -7392738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7392743.500000 Penalty: 5253.644043
	Iteration 93Q: 3 clusters Score -7392744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7392743.500000 Penalty: 5253.644043
	Iteration 94Q: 3 clusters Score -7392744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7392739.500000 Penalty: 5253.644043
	Iteration 95Q: 3 clusters Score -7392740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -7392740.000000 Penalty: 5253.644043
	Iteration 96Q: 3 clusters Score -7392740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -7392736.000000 Penalty: 5253.644043
	Iteration 97Q: 3 clusters Score -7392736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -7392737.500000 Penalty: 5253.644043
	Iteration 98Q: 3 clusters Score -7392738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -7392735.000000 Penalty: 5253.644043
	Iteration 99Q: 3 clusters Score -7392735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7392738.000000 Penalty: 5253.644043
	Iteration 100F: 3 clusters Score -7392738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -7392736.000000 Penalty: 5253.644043
	Iteration 101Q: 3 clusters Score -7392736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7392735.500000 Penalty: 5253.644043
	Iteration 102Q: 3 clusters Score -7392736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -7392728.000000 Penalty: 5253.644043
	Iteration 103Q: 3 clusters Score -7392728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -7392729.500000 Penalty: 5253.644043
	Iteration 104Q: 3 clusters Score -7392730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7392727.500000 Penalty: 5253.644043
	Iteration 105Q: 3 clusters Score -7392728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7392727.500000 Penalty: 5253.644043
	Iteration 106F: 3 clusters Score -7392728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -870743.375000 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -870743.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -866262.250000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -866262.2 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -867347.375000 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -867347.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -867594.062500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -867594.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -867770.375000 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -867770.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -867913.000000 Penalty: 4226.112305
	Iteration 4Q: 3 clusters Score -867913 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -868028.250000 Penalty: 4226.112305
	Iteration 5Q: 3 clusters Score -868028.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -868158.187500 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -868158.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -868297.250000 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -868297.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -868415.125000 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -868415.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -868520.187500 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -868520.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -868606.625000 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -868606.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -868671.875000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -868671.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -868715.625000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -868715.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -868752.812500 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -868752.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -868787.250000 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -868787.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -868825.062500 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -868825.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -868860.125000 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -868860.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -868899.125000 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -868899.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -868926.375000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -868926.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -868961.250000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -868961.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -868988.500000 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -868988.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -869015.062500 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -869015.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -869046.125000 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -869046.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -869089.000000 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -869089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -869122.875000 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -869122.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -869161.062500 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -869161.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -869196.375000 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -869196.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -869251.562500 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -869251.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -869316.375000 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -869316.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -869390.312500 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -869390.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -869451.875000 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -869451.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -869531.375000 Penalty: 4226.112305
	Iteration 31Q: 3 clusters Score -869531.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -869624.812500 Penalty: 4226.112305
	Iteration 32Q: 3 clusters Score -869624.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -869725.750000 Penalty: 4226.112305
	Iteration 33Q: 3 clusters Score -869725.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -869843.812500 Penalty: 4226.112305
	Iteration 34Q: 3 clusters Score -869843.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -869949.250000 Penalty: 4226.112305
	Iteration 35Q: 3 clusters Score -869949.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -870022.437500 Penalty: 4226.112305
	Iteration 36Q: 3 clusters Score -870022.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -870094.625000 Penalty: 4226.112305
	Iteration 37Q: 3 clusters Score -870094.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -870167.000000 Penalty: 4226.112305
	Iteration 38Q: 3 clusters Score -870167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -870232.250000 Penalty: 4226.112305
	Iteration 39Q: 3 clusters Score -870232.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -870283.625000 Penalty: 4226.112305
	Iteration 40F: 3 clusters Score -870283.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -870331.312500 Penalty: 4226.112305
	Iteration 41Q: 3 clusters Score -870331.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -870377.625000 Penalty: 4226.112305
	Iteration 42Q: 3 clusters Score -870377.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -870408.000000 Penalty: 4226.112305
	Iteration 43Q: 3 clusters Score -870408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -870429.125000 Penalty: 4226.112305
	Iteration 44Q: 3 clusters Score -870429.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -870446.937500 Penalty: 4226.112305
	Iteration 45Q: 3 clusters Score -870446.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -870457.812500 Penalty: 4226.112305
	Iteration 46Q: 3 clusters Score -870457.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -870470.500000 Penalty: 4226.112305
	Iteration 47Q: 3 clusters Score -870470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -870475.000000 Penalty: 4226.112305
	Iteration 48Q: 3 clusters Score -870475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -870475.312500 Penalty: 4226.112305
	Iteration 49Q: 3 clusters Score -870475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -870476.625000 Penalty: 4226.112305
	Iteration 50Q: 3 clusters Score -870476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -870476.625000 Penalty: 4226.112305
	Iteration 51F: 3 clusters Score -870476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -444516.812500 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -444516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -441762.250000 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -441762.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -442204.781250 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -442204.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -442331.281250 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -442331.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -442409.250000 Penalty: 3824.039307
	Iteration 3Q: 3 clusters Score -442409.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -442462.718750 Penalty: 3824.039307
	Iteration 4Q: 3 clusters Score -442462.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -442502.000000 Penalty: 3824.039307
	Iteration 5Q: 3 clusters Score -442502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -442532.625000 Penalty: 3824.039307
	Iteration 6Q: 3 clusters Score -442532.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -442555.125000 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -442555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -442572.218750 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -442572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -442583.468750 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -442583.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -442592.843750 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -442592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -442599.625000 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -442599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -442606.218750 Penalty: 3824.039307
	Iteration 12Q: 3 clusters Score -442606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -442611.937500 Penalty: 3824.039307
	Iteration 13Q: 3 clusters Score -442611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -442614.750000 Penalty: 3824.039307
	Iteration 14Q: 3 clusters Score -442614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -442618.218750 Penalty: 3824.039307
	Iteration 15Q: 3 clusters Score -442618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -442622.343750 Penalty: 3824.039307
	Iteration 16Q: 3 clusters Score -442622.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -442628.343750 Penalty: 3824.039307
	Iteration 17Q: 3 clusters Score -442628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -442632.218750 Penalty: 3824.039307
	Iteration 18Q: 3 clusters Score -442632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -442632.406250 Penalty: 3824.039307
	Iteration 19Q: 3 clusters Score -442632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -442633.437500 Penalty: 3824.039307
	Iteration 20F: 3 clusters Score -442633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -442634.656250 Penalty: 3824.039307
	Iteration 21Q: 3 clusters Score -442634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -442634.656250 Penalty: 3824.039307
	Iteration 22F: 3 clusters Score -442634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Entering Unmasked Estep 
Score: -6377773.500000 Penalty: 2600.253418
	Iteration 0F: 2 clusters Score -6377774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6354113.000000 Penalty: 5200.506836
	Iteration 0F: 3 clusters Score -6354113 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6363044.500000 Penalty: 5200.506836
	Iteration 1F: 3 clusters Score -6363044 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6363602.500000 Penalty: 5200.506836
	Iteration 2Q: 3 clusters Score -6363602 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6364043.000000 Penalty: 5200.506836
	Iteration 3Q: 3 clusters Score -6364043 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -6364423.000000 Penalty: 5200.506836
	Iteration 4Q: 3 clusters Score -6364423 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -6364903.500000 Penalty: 5200.506836
	Iteration 5Q: 3 clusters Score -6364904 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -6365591.500000 Penalty: 5200.506836
	Iteration 6Q: 3 clusters Score -6365592 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -6366456.500000 Penalty: 5200.506836
	Iteration 7Q: 3 clusters Score -6366456 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -6367786.500000 Penalty: 5200.506836
	Iteration 8F: 3 clusters Score -6367786 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -6369657.000000 Penalty: 5200.506836
	Iteration 9F: 3 clusters Score -6369657 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6371640.500000 Penalty: 5200.506836
	Iteration 10F: 3 clusters Score -6371640 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6373285.000000 Penalty: 5200.506836
	Iteration 11F: 3 clusters Score -6373285 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6374467.000000 Penalty: 5200.506836
	Iteration 12Q: 3 clusters Score -6374467 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6375203.500000 Penalty: 5200.506836
	Iteration 13Q: 3 clusters Score -6375204 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6375610.000000 Penalty: 5200.506836
	Iteration 14Q: 3 clusters Score -6375610 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6375872.500000 Penalty: 5200.506836
	Iteration 15Q: 3 clusters Score -6375872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6375981.000000 Penalty: 5200.506836
	Iteration 16Q: 3 clusters Score -6375981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6376064.500000 Penalty: 5200.506836
	Iteration 17Q: 3 clusters Score -6376064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6376154.500000 Penalty: 5200.506836
	Iteration 18Q: 3 clusters Score -6376154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6376193.000000 Penalty: 5200.506836
	Iteration 19Q: 3 clusters Score -6376193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6376252.000000 Penalty: 5200.506836
	Iteration 20F: 3 clusters Score -6376252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6376272.500000 Penalty: 5200.506836
	Iteration 21Q: 3 clusters Score -6376272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6376295.500000 Penalty: 5200.506836
	Iteration 22Q: 3 clusters Score -6376296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6376306.500000 Penalty: 5200.506836
	Iteration 23Q: 3 clusters Score -6376306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6376317.500000 Penalty: 5200.506836
	Iteration 24Q: 3 clusters Score -6376318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6376321.500000 Penalty: 5200.506836
	Iteration 25Q: 3 clusters Score -6376322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6376326.000000 Penalty: 5200.506836
	Iteration 26Q: 3 clusters Score -6376326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6376327.000000 Penalty: 5200.506836
	Iteration 27Q: 3 clusters Score -6376327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6376329.500000 Penalty: 5200.506836
	Iteration 28Q: 3 clusters Score -6376330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6376329.500000 Penalty: 5200.506836
	Iteration 29F: 3 clusters Score -6376330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26674.609375 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26674.61 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 118 members 
Entering Unmasked Estep 
Score: -25731.140625 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25731.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26001.207031 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26001.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26084.068359 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26084.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26129.888672 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26129.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26143.880859 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26143.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26165.906250 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26165.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26189.685547 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26189.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26195.449219 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26195.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26195.449219 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -26195.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Entering Unmasked Estep 
Score: -3731893.750000 Penalty: 2458.102539
	Iteration 0F: 2 clusters Score -3731894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3718377.000000 Penalty: 4916.205078
	Iteration 0F: 3 clusters Score -3718377 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3722884.250000 Penalty: 4916.205078
	Iteration 1F: 3 clusters Score -3722884 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3723234.500000 Penalty: 4916.205078
	Iteration 2F: 3 clusters Score -3723234 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3723523.500000 Penalty: 4916.205078
	Iteration 3Q: 3 clusters Score -3723524 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3723763.000000 Penalty: 4916.205078
	Iteration 4Q: 3 clusters Score -3723763 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3723933.500000 Penalty: 4916.205078
	Iteration 5Q: 3 clusters Score -3723934 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3724070.750000 Penalty: 4916.205078
	Iteration 6Q: 3 clusters Score -3724071 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3724222.500000 Penalty: 4916.205078
	Iteration 7Q: 3 clusters Score -3724222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3724322.500000 Penalty: 4916.205078
	Iteration 8Q: 3 clusters Score -3724322 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3724425.250000 Penalty: 4916.205078
	Iteration 9Q: 3 clusters Score -3724425 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3724532.750000 Penalty: 4916.205078
	Iteration 10Q: 3 clusters Score -3724533 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3724650.500000 Penalty: 4916.205078
	Iteration 11Q: 3 clusters Score -3724650 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3724767.250000 Penalty: 4916.205078
	Iteration 12Q: 3 clusters Score -3724767 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3724911.000000 Penalty: 4916.205078
	Iteration 13Q: 3 clusters Score -3724911 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3725083.500000 Penalty: 4916.205078
	Iteration 14Q: 3 clusters Score -3725084 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3725329.750000 Penalty: 4916.205078
	Iteration 15Q: 3 clusters Score -3725330 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3725639.500000 Penalty: 4916.205078
	Iteration 16Q: 3 clusters Score -3725640 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3726034.000000 Penalty: 4916.205078
	Iteration 17Q: 3 clusters Score -3726034 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3726519.000000 Penalty: 4916.205078
	Iteration 18Q: 3 clusters Score -3726519 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3727077.750000 Penalty: 4916.205078
	Iteration 19Q: 3 clusters Score -3727078 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3727614.250000 Penalty: 4916.205078
	Iteration 20F: 3 clusters Score -3727614 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3728062.500000 Penalty: 4916.205078
	Iteration 21Q: 3 clusters Score -3728062 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3728450.000000 Penalty: 4916.205078
	Iteration 22Q: 3 clusters Score -3728450 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3728763.500000 Penalty: 4916.205078
	Iteration 23Q: 3 clusters Score -3728764 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3728987.250000 Penalty: 4916.205078
	Iteration 24Q: 3 clusters Score -3728987 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3729152.500000 Penalty: 4916.205078
	Iteration 25Q: 3 clusters Score -3729152 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3729297.750000 Penalty: 4916.205078
	Iteration 26Q: 3 clusters Score -3729298 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3729405.500000 Penalty: 4916.205078
	Iteration 27Q: 3 clusters Score -3729406 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3729489.750000 Penalty: 4916.205078
	Iteration 28Q: 3 clusters Score -3729490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3729548.000000 Penalty: 4916.205078
	Iteration 29Q: 3 clusters Score -3729548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3729596.750000 Penalty: 4916.205078
	Iteration 30Q: 3 clusters Score -3729597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3729632.250000 Penalty: 4916.205078
	Iteration 31Q: 3 clusters Score -3729632 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3729677.750000 Penalty: 4916.205078
	Iteration 32Q: 3 clusters Score -3729678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3729726.000000 Penalty: 4916.205078
	Iteration 33Q: 3 clusters Score -3729726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3729764.500000 Penalty: 4916.205078
	Iteration 34Q: 3 clusters Score -3729764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3729797.750000 Penalty: 4916.205078
	Iteration 35Q: 3 clusters Score -3729798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -3729815.500000 Penalty: 4916.205078
	Iteration 36Q: 3 clusters Score -3729816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3729838.750000 Penalty: 4916.205078
	Iteration 37Q: 3 clusters Score -3729839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3729854.750000 Penalty: 4916.205078
	Iteration 38Q: 3 clusters Score -3729855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3729872.250000 Penalty: 4916.205078
	Iteration 39Q: 3 clusters Score -3729872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3729872.750000 Penalty: 4916.205078
	Iteration 40F: 3 clusters Score -3729873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3729876.000000 Penalty: 4916.205078
	Iteration 41Q: 3 clusters Score -3729876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3729882.750000 Penalty: 4916.205078
	Iteration 42Q: 3 clusters Score -3729883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3729888.250000 Penalty: 4916.205078
	Iteration 43Q: 3 clusters Score -3729888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3729893.250000 Penalty: 4916.205078
	Iteration 44Q: 3 clusters Score -3729893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3729893.250000 Penalty: 4916.205078
	Iteration 45F: 3 clusters Score -3729893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -223221.953125 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -223222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -221130.875000 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -221130.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -221535.843750 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -221535.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -221792.421875 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -221792.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -222066.656250 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -222066.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -222422.234375 Penalty: 3556.760742
	Iteration 4F: 3 clusters Score -222422.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -222692.562500 Penalty: 3556.760742
	Iteration 5F: 3 clusters Score -222692.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -222873.734375 Penalty: 3556.760742
	Iteration 6F: 3 clusters Score -222873.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -222987.562500 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -222987.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -223047.093750 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -223047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -223057.671875 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -223057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -223063.078125 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -223063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -223067.250000 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -223067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -223070.171875 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -223070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -223071.609375 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -223071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -223074.234375 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -223074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -223079.125000 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -223079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -223080.625000 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -223080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -223083.187500 Penalty: 3556.760742
	Iteration 17Q: 3 clusters Score -223083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -223083.187500 Penalty: 3556.760742
	Iteration 18F: 3 clusters Score -223083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -84156.945312 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -84156.95 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 267 members 
Entering Unmasked Estep 
Score: -82874.804688 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -82874.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83403.078125 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -83403.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -83648.851562 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -83648.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -83725.078125 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -83725.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -83763.375000 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -83763.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83774.695312 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -83774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83779.937500 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -83779.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -83779.937500 Penalty: 3115.076416
	Iteration 7F: 3 clusters Score -83779.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Entering Unmasked Estep 
Score: -3208706.250000 Penalty: 2428.803223
	Iteration 0F: 2 clusters Score -3208706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3196027.250000 Penalty: 4857.606445
	Iteration 0F: 3 clusters Score -3196027 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3200274.750000 Penalty: 4857.606445
	Iteration 1F: 3 clusters Score -3200275 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3200716.000000 Penalty: 4857.606445
	Iteration 2F: 3 clusters Score -3200716 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3201052.250000 Penalty: 4857.606445
	Iteration 3Q: 3 clusters Score -3201052 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3201320.000000 Penalty: 4857.606445
	Iteration 4Q: 3 clusters Score -3201320 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3201578.750000 Penalty: 4857.606445
	Iteration 5Q: 3 clusters Score -3201579 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3201809.750000 Penalty: 4857.606445
	Iteration 6Q: 3 clusters Score -3201810 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3202085.250000 Penalty: 4857.606445
	Iteration 7Q: 3 clusters Score -3202085 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3202398.500000 Penalty: 4857.606445
	Iteration 8Q: 3 clusters Score -3202398 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -3202739.000000 Penalty: 4857.606445
	Iteration 9Q: 3 clusters Score -3202739 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3203167.250000 Penalty: 4857.606445
	Iteration 10Q: 3 clusters Score -3203167 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3203652.500000 Penalty: 4857.606445
	Iteration 11Q: 3 clusters Score -3203652 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3204174.500000 Penalty: 4857.606445
	Iteration 12Q: 3 clusters Score -3204174 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3204739.250000 Penalty: 4857.606445
	Iteration 13Q: 3 clusters Score -3204739 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3205206.250000 Penalty: 4857.606445
	Iteration 14Q: 3 clusters Score -3205206 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3205570.750000 Penalty: 4857.606445
	Iteration 15Q: 3 clusters Score -3205571 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3205859.250000 Penalty: 4857.606445
	Iteration 16Q: 3 clusters Score -3205859 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3206042.500000 Penalty: 4857.606445
	Iteration 17Q: 3 clusters Score -3206042 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3206198.750000 Penalty: 4857.606445
	Iteration 18Q: 3 clusters Score -3206199 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3206326.500000 Penalty: 4857.606445
	Iteration 19Q: 3 clusters Score -3206326 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3206483.500000 Penalty: 4857.606445
	Iteration 20F: 3 clusters Score -3206484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3206601.250000 Penalty: 4857.606445
	Iteration 21Q: 3 clusters Score -3206601 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3206695.000000 Penalty: 4857.606445
	Iteration 22Q: 3 clusters Score -3206695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3206798.000000 Penalty: 4857.606445
	Iteration 23Q: 3 clusters Score -3206798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3206908.000000 Penalty: 4857.606445
	Iteration 24Q: 3 clusters Score -3206908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3207004.000000 Penalty: 4857.606445
	Iteration 25Q: 3 clusters Score -3207004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3207086.000000 Penalty: 4857.606445
	Iteration 26Q: 3 clusters Score -3207086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3207175.250000 Penalty: 4857.606445
	Iteration 27Q: 3 clusters Score -3207175 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3207300.250000 Penalty: 4857.606445
	Iteration 28Q: 3 clusters Score -3207300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3207406.000000 Penalty: 4857.606445
	Iteration 29Q: 3 clusters Score -3207406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3207492.250000 Penalty: 4857.606445
	Iteration 30Q: 3 clusters Score -3207492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3207569.750000 Penalty: 4857.606445
	Iteration 31Q: 3 clusters Score -3207570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3207647.250000 Penalty: 4857.606445
	Iteration 32Q: 3 clusters Score -3207647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3207696.000000 Penalty: 4857.606445
	Iteration 33Q: 3 clusters Score -3207696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3207746.750000 Penalty: 4857.606445
	Iteration 34Q: 3 clusters Score -3207747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3207794.250000 Penalty: 4857.606445
	Iteration 35Q: 3 clusters Score -3207794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3207824.250000 Penalty: 4857.606445
	Iteration 36Q: 3 clusters Score -3207824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3207846.250000 Penalty: 4857.606445
	Iteration 37Q: 3 clusters Score -3207846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3207865.250000 Penalty: 4857.606445
	Iteration 38Q: 3 clusters Score -3207865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3207890.250000 Penalty: 4857.606445
	Iteration 39Q: 3 clusters Score -3207890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3207907.750000 Penalty: 4857.606445
	Iteration 40F: 3 clusters Score -3207908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3207933.500000 Penalty: 4857.606445
	Iteration 41Q: 3 clusters Score -3207934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3207946.500000 Penalty: 4857.606445
	Iteration 42Q: 3 clusters Score -3207946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3207951.250000 Penalty: 4857.606445
	Iteration 43Q: 3 clusters Score -3207951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3207962.500000 Penalty: 4857.606445
	Iteration 44Q: 3 clusters Score -3207962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3207969.750000 Penalty: 4857.606445
	Iteration 45Q: 3 clusters Score -3207970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3207976.250000 Penalty: 4857.606445
	Iteration 46Q: 3 clusters Score -3207976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3207984.000000 Penalty: 4857.606445
	Iteration 47Q: 3 clusters Score -3207984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3207991.000000 Penalty: 4857.606445
	Iteration 48Q: 3 clusters Score -3207991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3208008.750000 Penalty: 4857.606445
	Iteration 49Q: 3 clusters Score -3208009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3208014.000000 Penalty: 4857.606445
	Iteration 50Q: 3 clusters Score -3208014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3208014.250000 Penalty: 4857.606445
	Iteration 51Q: 3 clusters Score -3208014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3208018.250000 Penalty: 4857.606445
	Iteration 52Q: 3 clusters Score -3208018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3208024.250000 Penalty: 4857.606445
	Iteration 53Q: 3 clusters Score -3208024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3208025.250000 Penalty: 4857.606445
	Iteration 54Q: 3 clusters Score -3208025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3208025.750000 Penalty: 4857.606445
	Iteration 55Q: 3 clusters Score -3208026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3208029.500000 Penalty: 4857.606445
	Iteration 56Q: 3 clusters Score -3208030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3208029.500000 Penalty: 4857.606445
	Iteration 57F: 3 clusters Score -3208030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Entering Unmasked Estep 
Score: -4789720.000000 Penalty: 2515.165283
	Iteration 0F: 2 clusters Score -4789720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4775723.500000 Penalty: 5030.330566
	Iteration 0F: 3 clusters Score -4775724 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4781776.000000 Penalty: 5030.330566
	Iteration 1F: 3 clusters Score -4781776 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4782156.000000 Penalty: 5030.330566
	Iteration 2Q: 3 clusters Score -4782156 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4782520.500000 Penalty: 5030.330566
	Iteration 3Q: 3 clusters Score -4782520 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4782846.000000 Penalty: 5030.330566
	Iteration 4Q: 3 clusters Score -4782846 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4783224.500000 Penalty: 5030.330566
	Iteration 5Q: 3 clusters Score -4783224 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -4783668.000000 Penalty: 5030.330566
	Iteration 6Q: 3 clusters Score -4783668 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4784222.000000 Penalty: 5030.330566
	Iteration 7Q: 3 clusters Score -4784222 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4784994.000000 Penalty: 5030.330566
	Iteration 8F: 3 clusters Score -4784994 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4785767.000000 Penalty: 5030.330566
	Iteration 9F: 3 clusters Score -4785767 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4786344.500000 Penalty: 5030.330566
	Iteration 10F: 3 clusters Score -4786344 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4786864.000000 Penalty: 5030.330566
	Iteration 11Q: 3 clusters Score -4786864 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4787071.000000 Penalty: 5030.330566
	Iteration 12Q: 3 clusters Score -4787071 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4787246.000000 Penalty: 5030.330566
	Iteration 13Q: 3 clusters Score -4787246 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4787358.500000 Penalty: 5030.330566
	Iteration 14Q: 3 clusters Score -4787358 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4787418.000000 Penalty: 5030.330566
	Iteration 15Q: 3 clusters Score -4787418 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4787464.000000 Penalty: 5030.330566
	Iteration 16Q: 3 clusters Score -4787464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4787484.500000 Penalty: 5030.330566
	Iteration 17Q: 3 clusters Score -4787484 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4787521.000000 Penalty: 5030.330566
	Iteration 18Q: 3 clusters Score -4787521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4787572.500000 Penalty: 5030.330566
	Iteration 19Q: 3 clusters Score -4787572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4787601.500000 Penalty: 5030.330566
	Iteration 20F: 3 clusters Score -4787602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4787583.500000 Penalty: 5030.330566
	Iteration 21Q: 3 clusters Score -4787584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4787615.000000 Penalty: 5030.330566
	Iteration 22Q: 3 clusters Score -4787615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4787624.500000 Penalty: 5030.330566
	Iteration 23Q: 3 clusters Score -4787624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4787620.500000 Penalty: 5030.330566
	Iteration 24Q: 3 clusters Score -4787620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4787635.500000 Penalty: 5030.330566
	Iteration 25Q: 3 clusters Score -4787636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4787646.500000 Penalty: 5030.330566
	Iteration 26Q: 3 clusters Score -4787646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4787658.000000 Penalty: 5030.330566
	Iteration 27Q: 3 clusters Score -4787658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4787665.500000 Penalty: 5030.330566
	Iteration 28Q: 3 clusters Score -4787666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4787680.000000 Penalty: 5030.330566
	Iteration 29Q: 3 clusters Score -4787680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4787671.500000 Penalty: 5030.330566
	Iteration 30Q: 3 clusters Score -4787672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4787696.000000 Penalty: 5030.330566
	Iteration 31Q: 3 clusters Score -4787696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4787703.000000 Penalty: 5030.330566
	Iteration 32Q: 3 clusters Score -4787703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4787704.000000 Penalty: 5030.330566
	Iteration 33Q: 3 clusters Score -4787704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4787707.000000 Penalty: 5030.330566
	Iteration 34Q: 3 clusters Score -4787707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4787713.500000 Penalty: 5030.330566
	Iteration 35Q: 3 clusters Score -4787714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4787732.500000 Penalty: 5030.330566
	Iteration 36Q: 3 clusters Score -4787732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4787740.500000 Penalty: 5030.330566
	Iteration 37Q: 3 clusters Score -4787740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4787740.500000 Penalty: 5030.330566
	Iteration 38Q: 3 clusters Score -4787740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4787748.000000 Penalty: 5030.330566
	Iteration 39Q: 3 clusters Score -4787748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4787747.000000 Penalty: 5030.330566
	Iteration 40F: 3 clusters Score -4787747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4787752.500000 Penalty: 5030.330566
	Iteration 41Q: 3 clusters Score -4787752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4787749.500000 Penalty: 5030.330566
	Iteration 42Q: 3 clusters Score -4787750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4787765.000000 Penalty: 5030.330566
	Iteration 43Q: 3 clusters Score -4787765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4787772.000000 Penalty: 5030.330566
	Iteration 44Q: 3 clusters Score -4787772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4787767.500000 Penalty: 5030.330566
	Iteration 45Q: 3 clusters Score -4787768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4787769.000000 Penalty: 5030.330566
	Iteration 46Q: 3 clusters Score -4787769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4787767.000000 Penalty: 5030.330566
	Iteration 47Q: 3 clusters Score -4787767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4787767.500000 Penalty: 5030.330566
	Iteration 48Q: 3 clusters Score -4787768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4787772.500000 Penalty: 5030.330566
	Iteration 49Q: 3 clusters Score -4787772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4787777.500000 Penalty: 5030.330566
	Iteration 50Q: 3 clusters Score -4787778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4787783.000000 Penalty: 5030.330566
	Iteration 51Q: 3 clusters Score -4787783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4787782.500000 Penalty: 5030.330566
	Iteration 52Q: 3 clusters Score -4787782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4787783.000000 Penalty: 5030.330566
	Iteration 53Q: 3 clusters Score -4787783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4787788.500000 Penalty: 5030.330566
	Iteration 54Q: 3 clusters Score -4787788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4787787.000000 Penalty: 5030.330566
	Iteration 55Q: 3 clusters Score -4787787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4787781.000000 Penalty: 5030.330566
	Iteration 56Q: 3 clusters Score -4787781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4787783.500000 Penalty: 5030.330566
	Iteration 57Q: 3 clusters Score -4787784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4787777.500000 Penalty: 5030.330566
	Iteration 58Q: 3 clusters Score -4787778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4787785.000000 Penalty: 5030.330566
	Iteration 59Q: 3 clusters Score -4787785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4787799.000000 Penalty: 5030.330566
	Iteration 60F: 3 clusters Score -4787799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4787793.500000 Penalty: 5030.330566
	Iteration 61Q: 3 clusters Score -4787794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4787799.000000 Penalty: 5030.330566
	Iteration 62Q: 3 clusters Score -4787799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4787807.000000 Penalty: 5030.330566
	Iteration 63Q: 3 clusters Score -4787807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4787805.500000 Penalty: 5030.330566
	Iteration 64Q: 3 clusters Score -4787806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4787810.000000 Penalty: 5030.330566
	Iteration 65Q: 3 clusters Score -4787810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4787809.000000 Penalty: 5030.330566
	Iteration 66Q: 3 clusters Score -4787809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4787801.000000 Penalty: 5030.330566
	Iteration 67Q: 3 clusters Score -4787801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4787804.000000 Penalty: 5030.330566
	Iteration 68Q: 3 clusters Score -4787804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4787804.000000 Penalty: 5030.330566
	Iteration 69F: 3 clusters Score -4787804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Entering Unmasked Estep 
Score: -2361904.000000 Penalty: 2330.143555
	Iteration 0F: 2 clusters Score -2361904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2353012.000000 Penalty: 4660.287109
	Iteration 0F: 3 clusters Score -2353012 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2355704.000000 Penalty: 4660.287109
	Iteration 1F: 3 clusters Score -2355704 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2356059.500000 Penalty: 4660.287109
	Iteration 2F: 3 clusters Score -2356060 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2356376.000000 Penalty: 4660.287109
	Iteration 3F: 3 clusters Score -2356376 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2356707.250000 Penalty: 4660.287109
	Iteration 4Q: 3 clusters Score -2356707 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2357133.000000 Penalty: 4660.287109
	Iteration 5F: 3 clusters Score -2357133 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2357605.500000 Penalty: 4660.287109
	Iteration 6F: 3 clusters Score -2357606 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2358083.750000 Penalty: 4660.287109
	Iteration 7F: 3 clusters Score -2358084 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2358538.000000 Penalty: 4660.287109
	Iteration 8F: 3 clusters Score -2358538 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2358925.250000 Penalty: 4660.287109
	Iteration 9Q: 3 clusters Score -2358925 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2359265.250000 Penalty: 4660.287109
	Iteration 10Q: 3 clusters Score -2359265 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2359592.750000 Penalty: 4660.287109
	Iteration 11Q: 3 clusters Score -2359593 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2359824.000000 Penalty: 4660.287109
	Iteration 12Q: 3 clusters Score -2359824 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2359960.250000 Penalty: 4660.287109
	Iteration 13Q: 3 clusters Score -2359960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2360043.250000 Penalty: 4660.287109
	Iteration 14Q: 3 clusters Score -2360043 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2360097.250000 Penalty: 4660.287109
	Iteration 15Q: 3 clusters Score -2360097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2360149.500000 Penalty: 4660.287109
	Iteration 16Q: 3 clusters Score -2360150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2360171.000000 Penalty: 4660.287109
	Iteration 17Q: 3 clusters Score -2360171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2360202.000000 Penalty: 4660.287109
	Iteration 18Q: 3 clusters Score -2360202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2360217.000000 Penalty: 4660.287109
	Iteration 19Q: 3 clusters Score -2360217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2360233.000000 Penalty: 4660.287109
	Iteration 20F: 3 clusters Score -2360233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2360246.250000 Penalty: 4660.287109
	Iteration 21Q: 3 clusters Score -2360246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2360247.500000 Penalty: 4660.287109
	Iteration 22Q: 3 clusters Score -2360248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2360265.250000 Penalty: 4660.287109
	Iteration 23Q: 3 clusters Score -2360265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2360273.750000 Penalty: 4660.287109
	Iteration 24Q: 3 clusters Score -2360274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2360281.750000 Penalty: 4660.287109
	Iteration 25Q: 3 clusters Score -2360282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2360286.250000 Penalty: 4660.287109
	Iteration 26Q: 3 clusters Score -2360286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2360291.250000 Penalty: 4660.287109
	Iteration 27Q: 3 clusters Score -2360291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2360292.500000 Penalty: 4660.287109
	Iteration 28Q: 3 clusters Score -2360292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2360295.250000 Penalty: 4660.287109
	Iteration 29Q: 3 clusters Score -2360295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2360297.500000 Penalty: 4660.287109
	Iteration 30Q: 3 clusters Score -2360298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2360301.250000 Penalty: 4660.287109
	Iteration 31Q: 3 clusters Score -2360301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2360297.000000 Penalty: 4660.287109
	Iteration 32Q: 3 clusters Score -2360297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2360298.750000 Penalty: 4660.287109
	Iteration 33Q: 3 clusters Score -2360299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2360294.750000 Penalty: 4660.287109
	Iteration 34Q: 3 clusters Score -2360295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2360294.750000 Penalty: 4660.287109
	Iteration 35F: 3 clusters Score -2360295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -4417629.500000 Penalty: 2484.004395
	Iteration 0F: 2 clusters Score -4417630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4407301.500000 Penalty: 4968.008789
	Iteration 0F: 3 clusters Score -4407302 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4412654.500000 Penalty: 4968.008789
	Iteration 1F: 3 clusters Score -4412654 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4413175.500000 Penalty: 4968.008789
	Iteration 2F: 3 clusters Score -4413176 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4413657.500000 Penalty: 4968.008789
	Iteration 3F: 3 clusters Score -4413658 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4414127.500000 Penalty: 4968.008789
	Iteration 4Q: 3 clusters Score -4414128 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4414679.500000 Penalty: 4968.008789
	Iteration 5Q: 3 clusters Score -4414680 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4415362.500000 Penalty: 4968.008789
	Iteration 6F: 3 clusters Score -4415362 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -4416259.500000 Penalty: 4968.008789
	Iteration 7F: 3 clusters Score -4416260 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4417305.000000 Penalty: 4968.008789
	Iteration 8F: 3 clusters Score -4417305 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4418190.000000 Penalty: 4968.008789
	Iteration 9F: 3 clusters Score -4418190 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4418746.500000 Penalty: 4968.008789
	Iteration 10Q: 3 clusters Score -4418746 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4419027.500000 Penalty: 4968.008789
	Iteration 11Q: 3 clusters Score -4419028 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4419287.000000 Penalty: 4968.008789
	Iteration 12Q: 3 clusters Score -4419287 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4419467.500000 Penalty: 4968.008789
	Iteration 13Q: 3 clusters Score -4419468 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4419652.000000 Penalty: 4968.008789
	Iteration 14Q: 3 clusters Score -4419652 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4419824.000000 Penalty: 4968.008789
	Iteration 15Q: 3 clusters Score -4419824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4419948.000000 Penalty: 4968.008789
	Iteration 16Q: 3 clusters Score -4419948 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4420072.000000 Penalty: 4968.008789
	Iteration 17Q: 3 clusters Score -4420072 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4420122.000000 Penalty: 4968.008789
	Iteration 18Q: 3 clusters Score -4420122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4420166.500000 Penalty: 4968.008789
	Iteration 19Q: 3 clusters Score -4420166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4420195.000000 Penalty: 4968.008789
	Iteration 20F: 3 clusters Score -4420195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4420200.500000 Penalty: 4968.008789
	Iteration 21Q: 3 clusters Score -4420200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4420207.000000 Penalty: 4968.008789
	Iteration 22Q: 3 clusters Score -4420207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -4420228.500000 Penalty: 4968.008789
	Iteration 23Q: 3 clusters Score -4420228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -4420239.500000 Penalty: 4968.008789
	Iteration 24Q: 3 clusters Score -4420240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4420249.000000 Penalty: 4968.008789
	Iteration 25Q: 3 clusters Score -4420249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -4420242.000000 Penalty: 4968.008789
	Iteration 26Q: 3 clusters Score -4420242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4420242.500000 Penalty: 4968.008789
	Iteration 27Q: 3 clusters Score -4420242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4420246.500000 Penalty: 4968.008789
	Iteration 28Q: 3 clusters Score -4420246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4420248.000000 Penalty: 4968.008789
	Iteration 29Q: 3 clusters Score -4420248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4420242.000000 Penalty: 4968.008789
	Iteration 30Q: 3 clusters Score -4420242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4420242.000000 Penalty: 4968.008789
	Iteration 31Q: 3 clusters Score -4420242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4420241.500000 Penalty: 4968.008789
	Iteration 32Q: 3 clusters Score -4420242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4420240.000000 Penalty: 4968.008789
	Iteration 33Q: 3 clusters Score -4420240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4420239.000000 Penalty: 4968.008789
	Iteration 34Q: 3 clusters Score -4420239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4420239.000000 Penalty: 4968.008789
	Iteration 35Q: 3 clusters Score -4420239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4420236.000000 Penalty: 4968.008789
	Iteration 36Q: 3 clusters Score -4420236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -4420236.500000 Penalty: 4968.008789
	Iteration 37Q: 3 clusters Score -4420236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4420235.500000 Penalty: 4968.008789
	Iteration 38Q: 3 clusters Score -4420236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4420239.000000 Penalty: 4968.008789
	Iteration 39Q: 3 clusters Score -4420239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4420239.000000 Penalty: 4968.008789
	Iteration 40F: 3 clusters Score -4420239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39816 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 35771 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 25382 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 30678 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 29717 members 
Mstep: Class 22 contains 22570 members 
Mstep: Class 23 contains 15399 members 
Mstep: Class 24 contains 632 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20704 members 
Mstep: Class 27 contains 20038 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13589 members 
Mstep: Class 30 contains 20979 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 18488 members 
Mstep: Class 33 contains 10439 members 
Entering Unmasked Estep 
Score: -87197496.000000 Penalty: 106896.671875
Splitting cluster 15 changes total score from -87195904.000000 to -87197496.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -899586.000000 Penalty: 2105.067627
	Iteration 0F: 2 clusters Score -899586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -895208.250000 Penalty: 4210.135254
	Iteration 0F: 3 clusters Score -895208.2 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -896307.125000 Penalty: 4210.135254
	Iteration 1F: 3 clusters Score -896307.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -896564.125000 Penalty: 4210.135254
	Iteration 2F: 3 clusters Score -896564.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -896755.500000 Penalty: 4210.135254
	Iteration 3F: 3 clusters Score -896755.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -896917.875000 Penalty: 4210.135254
	Iteration 4Q: 3 clusters Score -896917.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -897059.875000 Penalty: 4210.135254
	Iteration 5Q: 3 clusters Score -897059.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -897183.062500 Penalty: 4210.135254
	Iteration 6Q: 3 clusters Score -897183.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -897308.562500 Penalty: 4210.135254
	Iteration 7Q: 3 clusters Score -897308.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -897443.000000 Penalty: 4210.135254
	Iteration 8Q: 3 clusters Score -897443 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -897534.125000 Penalty: 4210.135254
	Iteration 9Q: 3 clusters Score -897534.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -897591.125000 Penalty: 4210.135254
	Iteration 10Q: 3 clusters Score -897591.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -897637.437500 Penalty: 4210.135254
	Iteration 11Q: 3 clusters Score -897637.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -897673.750000 Penalty: 4210.135254
	Iteration 12Q: 3 clusters Score -897673.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -897702.750000 Penalty: 4210.135254
	Iteration 13Q: 3 clusters Score -897702.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -897727.062500 Penalty: 4210.135254
	Iteration 14Q: 3 clusters Score -897727.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -897755.687500 Penalty: 4210.135254
	Iteration 15Q: 3 clusters Score -897755.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -897786.625000 Penalty: 4210.135254
	Iteration 16Q: 3 clusters Score -897786.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -897802.562500 Penalty: 4210.135254
	Iteration 17Q: 3 clusters Score -897802.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -897811.625000 Penalty: 4210.135254
	Iteration 18Q: 3 clusters Score -897811.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -897820.250000 Penalty: 4210.135254
	Iteration 19Q: 3 clusters Score -897820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -897829.687500 Penalty: 4210.135254
	Iteration 20F: 3 clusters Score -897829.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -897835.375000 Penalty: 4210.135254
	Iteration 21Q: 3 clusters Score -897835.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -897843.812500 Penalty: 4210.135254
	Iteration 22Q: 3 clusters Score -897843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -897852.562500 Penalty: 4210.135254
	Iteration 23Q: 3 clusters Score -897852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -897860.750000 Penalty: 4210.135254
	Iteration 24Q: 3 clusters Score -897860.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -897867.937500 Penalty: 4210.135254
	Iteration 25Q: 3 clusters Score -897867.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -897875.687500 Penalty: 4210.135254
	Iteration 26Q: 3 clusters Score -897875.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -897878.000000 Penalty: 4210.135254
	Iteration 27Q: 3 clusters Score -897878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -897881.875000 Penalty: 4210.135254
	Iteration 28Q: 3 clusters Score -897881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -897884.312500 Penalty: 4210.135254
	Iteration 29Q: 3 clusters Score -897884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -897886.187500 Penalty: 4210.135254
	Iteration 30Q: 3 clusters Score -897886.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -897887.437500 Penalty: 4210.135254
	Iteration 31Q: 3 clusters Score -897887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -897891.500000 Penalty: 4210.135254
	Iteration 32Q: 3 clusters Score -897891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -897896.250000 Penalty: 4210.135254
	Iteration 33Q: 3 clusters Score -897896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -897897.875000 Penalty: 4210.135254
	Iteration 34Q: 3 clusters Score -897897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -897900.812500 Penalty: 4210.135254
	Iteration 35Q: 3 clusters Score -897900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -897902.187500 Penalty: 4210.135254
	Iteration 36Q: 3 clusters Score -897902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -897903.062500 Penalty: 4210.135254
	Iteration 37Q: 3 clusters Score -897903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -897903.625000 Penalty: 4210.135254
	Iteration 38Q: 3 clusters Score -897903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -897908.187500 Penalty: 4210.135254
	Iteration 39Q: 3 clusters Score -897908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -897907.187500 Penalty: 4210.135254
	Iteration 40F: 3 clusters Score -897907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -897907.437500 Penalty: 4210.135254
	Iteration 41Q: 3 clusters Score -897907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -897907.687500 Penalty: 4210.135254
	Iteration 42Q: 3 clusters Score -897907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -897906.625000 Penalty: 4210.135254
	Iteration 43Q: 3 clusters Score -897906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -897908.562500 Penalty: 4210.135254
	Iteration 44Q: 3 clusters Score -897908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -897908.562500 Penalty: 4210.135254
	Iteration 45F: 3 clusters Score -897908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Entering Unmasked Estep 
Score: -5744729.500000 Penalty: 2562.162598
	Iteration 0F: 2 clusters Score -5744730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5725212.500000 Penalty: 5124.325195
	Iteration 0F: 3 clusters Score -5725212 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -5732861.000000 Penalty: 5124.325195
	Iteration 1F: 3 clusters Score -5732861 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5733398.500000 Penalty: 5124.325195
	Iteration 2Q: 3 clusters Score -5733398 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -5733870.000000 Penalty: 5124.325195
	Iteration 3Q: 3 clusters Score -5733870 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5734278.500000 Penalty: 5124.325195
	Iteration 4Q: 3 clusters Score -5734278 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5734821.500000 Penalty: 5124.325195
	Iteration 5Q: 3 clusters Score -5734822 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -5735584.500000 Penalty: 5124.325195
	Iteration 6F: 3 clusters Score -5735584 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5736605.500000 Penalty: 5124.325195
	Iteration 7F: 3 clusters Score -5736606 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -5737897.500000 Penalty: 5124.325195
	Iteration 8F: 3 clusters Score -5737898 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5739245.000000 Penalty: 5124.325195
	Iteration 9F: 3 clusters Score -5739245 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5740555.500000 Penalty: 5124.325195
	Iteration 10F: 3 clusters Score -5740556 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5741366.500000 Penalty: 5124.325195
	Iteration 11Q: 3 clusters Score -5741366 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5741787.000000 Penalty: 5124.325195
	Iteration 12Q: 3 clusters Score -5741787 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5742037.500000 Penalty: 5124.325195
	Iteration 13Q: 3 clusters Score -5742038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5742158.000000 Penalty: 5124.325195
	Iteration 14Q: 3 clusters Score -5742158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5742250.500000 Penalty: 5124.325195
	Iteration 15Q: 3 clusters Score -5742250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5742313.000000 Penalty: 5124.325195
	Iteration 16Q: 3 clusters Score -5742313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5742359.500000 Penalty: 5124.325195
	Iteration 17Q: 3 clusters Score -5742360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5742391.000000 Penalty: 5124.325195
	Iteration 18Q: 3 clusters Score -5742391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5742413.000000 Penalty: 5124.325195
	Iteration 19Q: 3 clusters Score -5742413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5742438.000000 Penalty: 5124.325195
	Iteration 20F: 3 clusters Score -5742438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5742450.500000 Penalty: 5124.325195
	Iteration 21Q: 3 clusters Score -5742450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5742456.000000 Penalty: 5124.325195
	Iteration 22Q: 3 clusters Score -5742456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5742466.000000 Penalty: 5124.325195
	Iteration 23Q: 3 clusters Score -5742466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5742472.000000 Penalty: 5124.325195
	Iteration 24Q: 3 clusters Score -5742472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5742473.500000 Penalty: 5124.325195
	Iteration 25Q: 3 clusters Score -5742474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5742480.000000 Penalty: 5124.325195
	Iteration 26Q: 3 clusters Score -5742480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5742480.500000 Penalty: 5124.325195
	Iteration 27Q: 3 clusters Score -5742480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5742487.500000 Penalty: 5124.325195
	Iteration 28Q: 3 clusters Score -5742488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5742482.000000 Penalty: 5124.325195
	Iteration 29Q: 3 clusters Score -5742482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5742483.500000 Penalty: 5124.325195
	Iteration 30Q: 3 clusters Score -5742484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5742485.000000 Penalty: 5124.325195
	Iteration 31Q: 3 clusters Score -5742485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5742486.000000 Penalty: 5124.325195
	Iteration 32Q: 3 clusters Score -5742486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5742487.500000 Penalty: 5124.325195
	Iteration 33Q: 3 clusters Score -5742488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5742492.000000 Penalty: 5124.325195
	Iteration 34Q: 3 clusters Score -5742492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5742492.500000 Penalty: 5124.325195
	Iteration 35Q: 3 clusters Score -5742492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5742492.500000 Penalty: 5124.325195
	Iteration 36F: 3 clusters Score -5742492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -96166.062500 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -96166.06 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 307 members 
Entering Unmasked Estep 
Score: -94688.664062 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -94688.66 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95054.757812 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -95054.76 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95244.906250 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -95244.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95359.820312 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -95359.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95568.578125 Penalty: 3172.049805
	Iteration 4Q: 3 clusters Score -95568.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95641.734375 Penalty: 3172.049805
	Iteration 5Q: 3 clusters Score -95641.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -95661.234375 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -95661.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95667.109375 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -95667.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -95670.312500 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -95670.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95673.273438 Penalty: 3172.049805
	Iteration 9Q: 3 clusters Score -95673.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95673.273438 Penalty: 3172.049805
	Iteration 10F: 3 clusters Score -95673.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 143 members 
Entering Unmasked Estep 
Score: -46535.785156 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46535.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46641.875000 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46641.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46682.210938 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46682.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46696.867188 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46696.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46696.867188 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -46696.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Entering Unmasked Estep 
Score: -5773265.000000 Penalty: 2566.696533
	Iteration 0F: 2 clusters Score -5773265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5752837.500000 Penalty: 5133.393066
	Iteration 0F: 3 clusters Score -5752838 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5760339.500000 Penalty: 5133.393066
	Iteration 1F: 3 clusters Score -5760340 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5760876.000000 Penalty: 5133.393066
	Iteration 2F: 3 clusters Score -5760876 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5761353.500000 Penalty: 5133.393066
	Iteration 3Q: 3 clusters Score -5761354 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -5761920.500000 Penalty: 5133.393066
	Iteration 4Q: 3 clusters Score -5761920 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5762576.500000 Penalty: 5133.393066
	Iteration 5Q: 3 clusters Score -5762576 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -5763402.000000 Penalty: 5133.393066
	Iteration 6Q: 3 clusters Score -5763402 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -5764526.500000 Penalty: 5133.393066
	Iteration 7Q: 3 clusters Score -5764526 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5765637.500000 Penalty: 5133.393066
	Iteration 8F: 3 clusters Score -5765638 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -5766618.000000 Penalty: 5133.393066
	Iteration 9Q: 3 clusters Score -5766618 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5767566.500000 Penalty: 5133.393066
	Iteration 10Q: 3 clusters Score -5767566 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -5768334.500000 Penalty: 5133.393066
	Iteration 11Q: 3 clusters Score -5768334 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -5769006.500000 Penalty: 5133.393066
	Iteration 12Q: 3 clusters Score -5769006 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5769530.500000 Penalty: 5133.393066
	Iteration 13Q: 3 clusters Score -5769530 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5769895.500000 Penalty: 5133.393066
	Iteration 14Q: 3 clusters Score -5769896 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5770166.000000 Penalty: 5133.393066
	Iteration 15Q: 3 clusters Score -5770166 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5770422.500000 Penalty: 5133.393066
	Iteration 16Q: 3 clusters Score -5770422 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5770578.000000 Penalty: 5133.393066
	Iteration 17Q: 3 clusters Score -5770578 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5770688.500000 Penalty: 5133.393066
	Iteration 18Q: 3 clusters Score -5770688 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5770779.000000 Penalty: 5133.393066
	Iteration 19Q: 3 clusters Score -5770779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5770845.000000 Penalty: 5133.393066
	Iteration 20F: 3 clusters Score -5770845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5770888.500000 Penalty: 5133.393066
	Iteration 21Q: 3 clusters Score -5770888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5770935.000000 Penalty: 5133.393066
	Iteration 22Q: 3 clusters Score -5770935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5770973.000000 Penalty: 5133.393066
	Iteration 23Q: 3 clusters Score -5770973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5771002.500000 Penalty: 5133.393066
	Iteration 24Q: 3 clusters Score -5771002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5771012.500000 Penalty: 5133.393066
	Iteration 25Q: 3 clusters Score -5771012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5771022.500000 Penalty: 5133.393066
	Iteration 26Q: 3 clusters Score -5771022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5771036.000000 Penalty: 5133.393066
	Iteration 27Q: 3 clusters Score -5771036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5771042.500000 Penalty: 5133.393066
	Iteration 28Q: 3 clusters Score -5771042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5771055.000000 Penalty: 5133.393066
	Iteration 29Q: 3 clusters Score -5771055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5771063.500000 Penalty: 5133.393066
	Iteration 30Q: 3 clusters Score -5771064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5771064.000000 Penalty: 5133.393066
	Iteration 31Q: 3 clusters Score -5771064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5771077.000000 Penalty: 5133.393066
	Iteration 32Q: 3 clusters Score -5771077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5771080.500000 Penalty: 5133.393066
	Iteration 33Q: 3 clusters Score -5771080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5771075.000000 Penalty: 5133.393066
	Iteration 34Q: 3 clusters Score -5771075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5771081.500000 Penalty: 5133.393066
	Iteration 35Q: 3 clusters Score -5771082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5771089.500000 Penalty: 5133.393066
	Iteration 36Q: 3 clusters Score -5771090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5771095.500000 Penalty: 5133.393066
	Iteration 37Q: 3 clusters Score -5771096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5771095.000000 Penalty: 5133.393066
	Iteration 38Q: 3 clusters Score -5771095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5771099.000000 Penalty: 5133.393066
	Iteration 39Q: 3 clusters Score -5771099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5771104.500000 Penalty: 5133.393066
	Iteration 40F: 3 clusters Score -5771104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5771104.500000 Penalty: 5133.393066
	Iteration 41Q: 3 clusters Score -5771104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5771106.500000 Penalty: 5133.393066
	Iteration 42Q: 3 clusters Score -5771106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5771105.000000 Penalty: 5133.393066
	Iteration 43Q: 3 clusters Score -5771105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5771107.000000 Penalty: 5133.393066
	Iteration 44Q: 3 clusters Score -5771107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5771109.500000 Penalty: 5133.393066
	Iteration 45Q: 3 clusters Score -5771110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5771112.000000 Penalty: 5133.393066
	Iteration 46Q: 3 clusters Score -5771112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5771110.000000 Penalty: 5133.393066
	Iteration 47Q: 3 clusters Score -5771110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5771114.000000 Penalty: 5133.393066
	Iteration 48Q: 3 clusters Score -5771114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5771112.500000 Penalty: 5133.393066
	Iteration 49Q: 3 clusters Score -5771112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5771114.000000 Penalty: 5133.393066
	Iteration 50Q: 3 clusters Score -5771114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5771114.000000 Penalty: 5133.393066
	Iteration 51Q: 3 clusters Score -5771114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5771120.500000 Penalty: 5133.393066
	Iteration 52Q: 3 clusters Score -5771120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5771117.000000 Penalty: 5133.393066
	Iteration 53Q: 3 clusters Score -5771117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5771114.500000 Penalty: 5133.393066
	Iteration 54Q: 3 clusters Score -5771114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5771114.500000 Penalty: 5133.393066
	Iteration 55Q: 3 clusters Score -5771114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5771115.000000 Penalty: 5133.393066
	Iteration 56Q: 3 clusters Score -5771115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5771114.000000 Penalty: 5133.393066
	Iteration 57Q: 3 clusters Score -5771114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5771118.000000 Penalty: 5133.393066
	Iteration 58Q: 3 clusters Score -5771118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5771118.000000 Penalty: 5133.393066
	Iteration 59F: 3 clusters Score -5771118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Entering Unmasked Estep 
Score: -5551868.500000 Penalty: 2554.269775
	Iteration 0F: 2 clusters Score -5551868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5533498.000000 Penalty: 5108.539551
	Iteration 0F: 3 clusters Score -5533498 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5540788.000000 Penalty: 5108.539551
	Iteration 1F: 3 clusters Score -5540788 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -5541288.000000 Penalty: 5108.539551
	Iteration 2F: 3 clusters Score -5541288 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5541770.000000 Penalty: 5108.539551
	Iteration 3Q: 3 clusters Score -5541770 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -5542217.500000 Penalty: 5108.539551
	Iteration 4Q: 3 clusters Score -5542218 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5542750.500000 Penalty: 5108.539551
	Iteration 5Q: 3 clusters Score -5542750 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -5543417.000000 Penalty: 5108.539551
	Iteration 6Q: 3 clusters Score -5543417 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -5544209.500000 Penalty: 5108.539551
	Iteration 7Q: 3 clusters Score -5544210 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5545250.500000 Penalty: 5108.539551
	Iteration 8F: 3 clusters Score -5545250 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5546197.000000 Penalty: 5108.539551
	Iteration 9F: 3 clusters Score -5546197 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -5547038.000000 Penalty: 5108.539551
	Iteration 10Q: 3 clusters Score -5547038 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5547552.000000 Penalty: 5108.539551
	Iteration 11Q: 3 clusters Score -5547552 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5547925.500000 Penalty: 5108.539551
	Iteration 12Q: 3 clusters Score -5547926 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5548182.000000 Penalty: 5108.539551
	Iteration 13Q: 3 clusters Score -5548182 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5548366.000000 Penalty: 5108.539551
	Iteration 14Q: 3 clusters Score -5548366 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5548518.000000 Penalty: 5108.539551
	Iteration 15Q: 3 clusters Score -5548518 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5548642.500000 Penalty: 5108.539551
	Iteration 16Q: 3 clusters Score -5548642 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5548746.500000 Penalty: 5108.539551
	Iteration 17Q: 3 clusters Score -5548746 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5548771.500000 Penalty: 5108.539551
	Iteration 18Q: 3 clusters Score -5548772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5548843.500000 Penalty: 5108.539551
	Iteration 19Q: 3 clusters Score -5548844 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5548890.000000 Penalty: 5108.539551
	Iteration 20F: 3 clusters Score -5548890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5548932.500000 Penalty: 5108.539551
	Iteration 21Q: 3 clusters Score -5548932 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5548992.500000 Penalty: 5108.539551
	Iteration 22Q: 3 clusters Score -5548992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5549032.000000 Penalty: 5108.539551
	Iteration 23Q: 3 clusters Score -5549032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5549064.500000 Penalty: 5108.539551
	Iteration 24Q: 3 clusters Score -5549064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5549083.000000 Penalty: 5108.539551
	Iteration 25Q: 3 clusters Score -5549083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5549104.500000 Penalty: 5108.539551
	Iteration 26Q: 3 clusters Score -5549104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5549131.500000 Penalty: 5108.539551
	Iteration 27Q: 3 clusters Score -5549132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5549158.000000 Penalty: 5108.539551
	Iteration 28Q: 3 clusters Score -5549158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5549164.000000 Penalty: 5108.539551
	Iteration 29Q: 3 clusters Score -5549164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5549174.000000 Penalty: 5108.539551
	Iteration 30Q: 3 clusters Score -5549174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5549181.000000 Penalty: 5108.539551
	Iteration 31Q: 3 clusters Score -5549181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5549193.500000 Penalty: 5108.539551
	Iteration 32Q: 3 clusters Score -5549194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5549203.000000 Penalty: 5108.539551
	Iteration 33Q: 3 clusters Score -5549203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5549210.000000 Penalty: 5108.539551
	Iteration 34Q: 3 clusters Score -5549210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5549219.500000 Penalty: 5108.539551
	Iteration 35Q: 3 clusters Score -5549220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5549229.000000 Penalty: 5108.539551
	Iteration 36Q: 3 clusters Score -5549229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5549239.000000 Penalty: 5108.539551
	Iteration 37Q: 3 clusters Score -5549239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5549242.000000 Penalty: 5108.539551
	Iteration 38Q: 3 clusters Score -5549242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5549252.500000 Penalty: 5108.539551
	Iteration 39Q: 3 clusters Score -5549252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5549262.500000 Penalty: 5108.539551
	Iteration 40F: 3 clusters Score -5549262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5549259.000000 Penalty: 5108.539551
	Iteration 41Q: 3 clusters Score -5549259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5549267.000000 Penalty: 5108.539551
	Iteration 42Q: 3 clusters Score -5549267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5549269.500000 Penalty: 5108.539551
	Iteration 43Q: 3 clusters Score -5549270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5549272.500000 Penalty: 5108.539551
	Iteration 44Q: 3 clusters Score -5549272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5549273.500000 Penalty: 5108.539551
	Iteration 45Q: 3 clusters Score -5549274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5549274.000000 Penalty: 5108.539551
	Iteration 46Q: 3 clusters Score -5549274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5549282.500000 Penalty: 5108.539551
	Iteration 47Q: 3 clusters Score -5549282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5549283.000000 Penalty: 5108.539551
	Iteration 48Q: 3 clusters Score -5549283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5549286.500000 Penalty: 5108.539551
	Iteration 49Q: 3 clusters Score -5549286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5549293.500000 Penalty: 5108.539551
	Iteration 50Q: 3 clusters Score -5549294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5549299.000000 Penalty: 5108.539551
	Iteration 51Q: 3 clusters Score -5549299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5549303.000000 Penalty: 5108.539551
	Iteration 52Q: 3 clusters Score -5549303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5549304.500000 Penalty: 5108.539551
	Iteration 53Q: 3 clusters Score -5549304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5549303.500000 Penalty: 5108.539551
	Iteration 54Q: 3 clusters Score -5549304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5549300.500000 Penalty: 5108.539551
	Iteration 55Q: 3 clusters Score -5549300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5549294.500000 Penalty: 5108.539551
	Iteration 56Q: 3 clusters Score -5549294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5549306.500000 Penalty: 5108.539551
	Iteration 57Q: 3 clusters Score -5549306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5549306.500000 Penalty: 5108.539551
	Iteration 58F: 3 clusters Score -5549306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Entering Unmasked Estep 
Score: -4203649.500000 Penalty: 2486.045410
	Iteration 0F: 2 clusters Score -4203650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4189231.500000 Penalty: 4972.090820
	Iteration 0F: 3 clusters Score -4189232 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -4194758.500000 Penalty: 4972.090820
	Iteration 1F: 3 clusters Score -4194758 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4195258.500000 Penalty: 4972.090820
	Iteration 2F: 3 clusters Score -4195258 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -4195711.500000 Penalty: 4972.090820
	Iteration 3Q: 3 clusters Score -4195712 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4196215.500000 Penalty: 4972.090820
	Iteration 4Q: 3 clusters Score -4196216 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4196731.000000 Penalty: 4972.090820
	Iteration 5Q: 3 clusters Score -4196731 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4197325.000000 Penalty: 4972.090820
	Iteration 6Q: 3 clusters Score -4197325 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4198016.500000 Penalty: 4972.090820
	Iteration 7F: 3 clusters Score -4198016 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4198787.500000 Penalty: 4972.090820
	Iteration 8F: 3 clusters Score -4198788 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4199452.000000 Penalty: 4972.090820
	Iteration 9Q: 3 clusters Score -4199452 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -4199966.500000 Penalty: 4972.090820
	Iteration 10Q: 3 clusters Score -4199966 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4200326.000000 Penalty: 4972.090820
	Iteration 11Q: 3 clusters Score -4200326 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4200492.000000 Penalty: 4972.090820
	Iteration 12Q: 3 clusters Score -4200492 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4200581.500000 Penalty: 4972.090820
	Iteration 13Q: 3 clusters Score -4200582 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4200649.500000 Penalty: 4972.090820
	Iteration 14Q: 3 clusters Score -4200650 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4200700.000000 Penalty: 4972.090820
	Iteration 15Q: 3 clusters Score -4200700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4200748.500000 Penalty: 4972.090820
	Iteration 16Q: 3 clusters Score -4200748 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4200787.500000 Penalty: 4972.090820
	Iteration 17Q: 3 clusters Score -4200788 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4200822.500000 Penalty: 4972.090820
	Iteration 18Q: 3 clusters Score -4200822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4200864.000000 Penalty: 4972.090820
	Iteration 19Q: 3 clusters Score -4200864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4200899.500000 Penalty: 4972.090820
	Iteration 20F: 3 clusters Score -4200900 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4200933.500000 Penalty: 4972.090820
	Iteration 21Q: 3 clusters Score -4200934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4200982.500000 Penalty: 4972.090820
	Iteration 22Q: 3 clusters Score -4200982 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4201036.500000 Penalty: 4972.090820
	Iteration 23Q: 3 clusters Score -4201036 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4201078.500000 Penalty: 4972.090820
	Iteration 24Q: 3 clusters Score -4201078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4201109.500000 Penalty: 4972.090820
	Iteration 25Q: 3 clusters Score -4201110 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -4201157.500000 Penalty: 4972.090820
	Iteration 26Q: 3 clusters Score -4201158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4201182.000000 Penalty: 4972.090820
	Iteration 27Q: 3 clusters Score -4201182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4201198.000000 Penalty: 4972.090820
	Iteration 28Q: 3 clusters Score -4201198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4201212.000000 Penalty: 4972.090820
	Iteration 29Q: 3 clusters Score -4201212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4201252.000000 Penalty: 4972.090820
	Iteration 30Q: 3 clusters Score -4201252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4201270.500000 Penalty: 4972.090820
	Iteration 31Q: 3 clusters Score -4201270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4201299.000000 Penalty: 4972.090820
	Iteration 32Q: 3 clusters Score -4201299 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4201327.500000 Penalty: 4972.090820
	Iteration 33Q: 3 clusters Score -4201328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4201370.000000 Penalty: 4972.090820
	Iteration 34Q: 3 clusters Score -4201370 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4201383.500000 Penalty: 4972.090820
	Iteration 35Q: 3 clusters Score -4201384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4201414.000000 Penalty: 4972.090820
	Iteration 36Q: 3 clusters Score -4201414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4201433.000000 Penalty: 4972.090820
	Iteration 37Q: 3 clusters Score -4201433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4201418.000000 Penalty: 4972.090820
	Iteration 38Q: 3 clusters Score -4201418 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4201426.000000 Penalty: 4972.090820
	Iteration 39Q: 3 clusters Score -4201426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4201439.000000 Penalty: 4972.090820
	Iteration 40F: 3 clusters Score -4201439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4201461.000000 Penalty: 4972.090820
	Iteration 41Q: 3 clusters Score -4201461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4201451.500000 Penalty: 4972.090820
	Iteration 42Q: 3 clusters Score -4201452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4201447.000000 Penalty: 4972.090820
	Iteration 43Q: 3 clusters Score -4201447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4201453.500000 Penalty: 4972.090820
	Iteration 44Q: 3 clusters Score -4201454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4201462.000000 Penalty: 4972.090820
	Iteration 45Q: 3 clusters Score -4201462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4201474.000000 Penalty: 4972.090820
	Iteration 46Q: 3 clusters Score -4201474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4201477.500000 Penalty: 4972.090820
	Iteration 47Q: 3 clusters Score -4201478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4201475.500000 Penalty: 4972.090820
	Iteration 48Q: 3 clusters Score -4201476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4201482.000000 Penalty: 4972.090820
	Iteration 49Q: 3 clusters Score -4201482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4201491.500000 Penalty: 4972.090820
	Iteration 50Q: 3 clusters Score -4201492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4201495.000000 Penalty: 4972.090820
	Iteration 51Q: 3 clusters Score -4201495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4201491.000000 Penalty: 4972.090820
	Iteration 52Q: 3 clusters Score -4201491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4201502.000000 Penalty: 4972.090820
	Iteration 53Q: 3 clusters Score -4201502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4201507.500000 Penalty: 4972.090820
	Iteration 54Q: 3 clusters Score -4201508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4201513.000000 Penalty: 4972.090820
	Iteration 55Q: 3 clusters Score -4201513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4201510.000000 Penalty: 4972.090820
	Iteration 56Q: 3 clusters Score -4201510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4201507.000000 Penalty: 4972.090820
	Iteration 57Q: 3 clusters Score -4201507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4201498.500000 Penalty: 4972.090820
	Iteration 58Q: 3 clusters Score -4201498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4201500.000000 Penalty: 4972.090820
	Iteration 59Q: 3 clusters Score -4201500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4201498.500000 Penalty: 4972.090820
	Iteration 60F: 3 clusters Score -4201498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4201503.000000 Penalty: 4972.090820
	Iteration 61Q: 3 clusters Score -4201503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4201508.000000 Penalty: 4972.090820
	Iteration 62Q: 3 clusters Score -4201508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4201513.000000 Penalty: 4972.090820
	Iteration 63Q: 3 clusters Score -4201513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4201514.000000 Penalty: 4972.090820
	Iteration 64Q: 3 clusters Score -4201514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4201525.500000 Penalty: 4972.090820
	Iteration 65Q: 3 clusters Score -4201526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4201518.500000 Penalty: 4972.090820
	Iteration 66Q: 3 clusters Score -4201518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4201523.000000 Penalty: 4972.090820
	Iteration 67Q: 3 clusters Score -4201523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4201518.500000 Penalty: 4972.090820
	Iteration 68Q: 3 clusters Score -4201518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4201514.500000 Penalty: 4972.090820
	Iteration 69Q: 3 clusters Score -4201514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4201519.500000 Penalty: 4972.090820
	Iteration 70Q: 3 clusters Score -4201520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4201523.500000 Penalty: 4972.090820
	Iteration 71Q: 3 clusters Score -4201524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4201528.000000 Penalty: 4972.090820
	Iteration 72Q: 3 clusters Score -4201528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4201522.000000 Penalty: 4972.090820
	Iteration 73Q: 3 clusters Score -4201522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4201523.500000 Penalty: 4972.090820
	Iteration 74Q: 3 clusters Score -4201524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4201519.500000 Penalty: 4972.090820
	Iteration 75Q: 3 clusters Score -4201520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4201526.500000 Penalty: 4972.090820
	Iteration 76Q: 3 clusters Score -4201526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4201526.500000 Penalty: 4972.090820
	Iteration 77Q: 3 clusters Score -4201526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4201530.000000 Penalty: 4972.090820
	Iteration 78Q: 3 clusters Score -4201530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4201527.500000 Penalty: 4972.090820
	Iteration 79Q: 3 clusters Score -4201528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4201527.000000 Penalty: 4972.090820
	Iteration 80F: 3 clusters Score -4201527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4201528.000000 Penalty: 4972.090820
	Iteration 81Q: 3 clusters Score -4201528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4201533.000000 Penalty: 4972.090820
	Iteration 82Q: 3 clusters Score -4201533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4201533.000000 Penalty: 4972.090820
	Iteration 83Q: 3 clusters Score -4201533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4201532.000000 Penalty: 4972.090820
	Iteration 84Q: 3 clusters Score -4201532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4201530.500000 Penalty: 4972.090820
	Iteration 85Q: 3 clusters Score -4201530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4201530.500000 Penalty: 4972.090820
	Iteration 86F: 3 clusters Score -4201530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Entering Unmasked Estep 
Score: -3073253.750000 Penalty: 2391.230225
	Iteration 0F: 2 clusters Score -3073254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3062804.750000 Penalty: 4782.460449
	Iteration 0F: 3 clusters Score -3062805 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3066259.250000 Penalty: 4782.460449
	Iteration 1F: 3 clusters Score -3066259 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3066587.000000 Penalty: 4782.460449
	Iteration 2F: 3 clusters Score -3066587 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3066881.750000 Penalty: 4782.460449
	Iteration 3Q: 3 clusters Score -3066882 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3067144.000000 Penalty: 4782.460449
	Iteration 4Q: 3 clusters Score -3067144 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3067397.500000 Penalty: 4782.460449
	Iteration 5Q: 3 clusters Score -3067398 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3067651.750000 Penalty: 4782.460449
	Iteration 6Q: 3 clusters Score -3067652 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3067945.750000 Penalty: 4782.460449
	Iteration 7Q: 3 clusters Score -3067946 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3068248.250000 Penalty: 4782.460449
	Iteration 8Q: 3 clusters Score -3068248 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3068573.500000 Penalty: 4782.460449
	Iteration 9Q: 3 clusters Score -3068574 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3068895.000000 Penalty: 4782.460449
	Iteration 10Q: 3 clusters Score -3068895 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3069157.000000 Penalty: 4782.460449
	Iteration 11Q: 3 clusters Score -3069157 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3069374.000000 Penalty: 4782.460449
	Iteration 12Q: 3 clusters Score -3069374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3069532.500000 Penalty: 4782.460449
	Iteration 13Q: 3 clusters Score -3069532 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3069695.000000 Penalty: 4782.460449
	Iteration 14Q: 3 clusters Score -3069695 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3069840.500000 Penalty: 4782.460449
	Iteration 15Q: 3 clusters Score -3069840 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3069975.250000 Penalty: 4782.460449
	Iteration 16Q: 3 clusters Score -3069975 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3070042.250000 Penalty: 4782.460449
	Iteration 17Q: 3 clusters Score -3070042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3070159.500000 Penalty: 4782.460449
	Iteration 18Q: 3 clusters Score -3070160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3070238.250000 Penalty: 4782.460449
	Iteration 19Q: 3 clusters Score -3070238 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3070282.500000 Penalty: 4782.460449
	Iteration 20F: 3 clusters Score -3070282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3070317.750000 Penalty: 4782.460449
	Iteration 21Q: 3 clusters Score -3070318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3070403.500000 Penalty: 4782.460449
	Iteration 22Q: 3 clusters Score -3070404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3070442.500000 Penalty: 4782.460449
	Iteration 23Q: 3 clusters Score -3070442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3070444.000000 Penalty: 4782.460449
	Iteration 24Q: 3 clusters Score -3070444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3070465.250000 Penalty: 4782.460449
	Iteration 25Q: 3 clusters Score -3070465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3070475.500000 Penalty: 4782.460449
	Iteration 26Q: 3 clusters Score -3070476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3070473.000000 Penalty: 4782.460449
	Iteration 27Q: 3 clusters Score -3070473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3070492.000000 Penalty: 4782.460449
	Iteration 28Q: 3 clusters Score -3070492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3070507.250000 Penalty: 4782.460449
	Iteration 29Q: 3 clusters Score -3070507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3070526.000000 Penalty: 4782.460449
	Iteration 30Q: 3 clusters Score -3070526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3070538.000000 Penalty: 4782.460449
	Iteration 31Q: 3 clusters Score -3070538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3070558.250000 Penalty: 4782.460449
	Iteration 32Q: 3 clusters Score -3070558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3070559.500000 Penalty: 4782.460449
	Iteration 33Q: 3 clusters Score -3070560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3070561.000000 Penalty: 4782.460449
	Iteration 34Q: 3 clusters Score -3070561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3070579.000000 Penalty: 4782.460449
	Iteration 35Q: 3 clusters Score -3070579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3070572.250000 Penalty: 4782.460449
	Iteration 36Q: 3 clusters Score -3070572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3070572.250000 Penalty: 4782.460449
	Iteration 37Q: 3 clusters Score -3070572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3070570.000000 Penalty: 4782.460449
	Iteration 38Q: 3 clusters Score -3070570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3070575.500000 Penalty: 4782.460449
	Iteration 39Q: 3 clusters Score -3070576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3070598.000000 Penalty: 4782.460449
	Iteration 40F: 3 clusters Score -3070598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3070600.250000 Penalty: 4782.460449
	Iteration 41Q: 3 clusters Score -3070600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3070620.250000 Penalty: 4782.460449
	Iteration 42Q: 3 clusters Score -3070620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3070617.500000 Penalty: 4782.460449
	Iteration 43Q: 3 clusters Score -3070618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3070629.250000 Penalty: 4782.460449
	Iteration 44Q: 3 clusters Score -3070629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3070637.000000 Penalty: 4782.460449
	Iteration 45Q: 3 clusters Score -3070637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3070633.250000 Penalty: 4782.460449
	Iteration 46Q: 3 clusters Score -3070633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3070655.250000 Penalty: 4782.460449
	Iteration 47Q: 3 clusters Score -3070655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3070673.750000 Penalty: 4782.460449
	Iteration 48Q: 3 clusters Score -3070674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3070673.500000 Penalty: 4782.460449
	Iteration 49Q: 3 clusters Score -3070674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3070684.750000 Penalty: 4782.460449
	Iteration 50Q: 3 clusters Score -3070685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3070696.250000 Penalty: 4782.460449
	Iteration 51Q: 3 clusters Score -3070696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3070698.750000 Penalty: 4782.460449
	Iteration 52Q: 3 clusters Score -3070699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -3070715.000000 Penalty: 4782.460449
	Iteration 53Q: 3 clusters Score -3070715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3070719.250000 Penalty: 4782.460449
	Iteration 54Q: 3 clusters Score -3070719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3070731.500000 Penalty: 4782.460449
	Iteration 55Q: 3 clusters Score -3070732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3070757.750000 Penalty: 4782.460449
	Iteration 56Q: 3 clusters Score -3070758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3070768.000000 Penalty: 4782.460449
	Iteration 57Q: 3 clusters Score -3070768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3070773.500000 Penalty: 4782.460449
	Iteration 58Q: 3 clusters Score -3070774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3070789.250000 Penalty: 4782.460449
	Iteration 59Q: 3 clusters Score -3070789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3070790.250000 Penalty: 4782.460449
	Iteration 60F: 3 clusters Score -3070790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3070799.500000 Penalty: 4782.460449
	Iteration 61Q: 3 clusters Score -3070800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3070815.750000 Penalty: 4782.460449
	Iteration 62Q: 3 clusters Score -3070816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3070827.500000 Penalty: 4782.460449
	Iteration 63Q: 3 clusters Score -3070828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3070840.750000 Penalty: 4782.460449
	Iteration 64Q: 3 clusters Score -3070841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3070843.750000 Penalty: 4782.460449
	Iteration 65Q: 3 clusters Score -3070844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3070838.500000 Penalty: 4782.460449
	Iteration 66Q: 3 clusters Score -3070838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3070841.250000 Penalty: 4782.460449
	Iteration 67Q: 3 clusters Score -3070841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3070837.500000 Penalty: 4782.460449
	Iteration 68Q: 3 clusters Score -3070838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3070838.250000 Penalty: 4782.460449
	Iteration 69Q: 3 clusters Score -3070838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3070843.750000 Penalty: 4782.460449
	Iteration 70Q: 3 clusters Score -3070844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3070852.250000 Penalty: 4782.460449
	Iteration 71Q: 3 clusters Score -3070852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3070848.250000 Penalty: 4782.460449
	Iteration 72Q: 3 clusters Score -3070848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3070836.250000 Penalty: 4782.460449
	Iteration 73Q: 3 clusters Score -3070836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3070854.250000 Penalty: 4782.460449
	Iteration 74Q: 3 clusters Score -3070854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3070857.000000 Penalty: 4782.460449
	Iteration 75Q: 3 clusters Score -3070857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3070857.250000 Penalty: 4782.460449
	Iteration 76Q: 3 clusters Score -3070857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3070859.500000 Penalty: 4782.460449
	Iteration 77Q: 3 clusters Score -3070860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3070860.250000 Penalty: 4782.460449
	Iteration 78Q: 3 clusters Score -3070860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3070860.250000 Penalty: 4782.460449
	Iteration 79F: 3 clusters Score -3070860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -98606.031250 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -98606.03 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 319 members 
Entering Unmasked Estep 
Score: -97102.375000 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -97102.38 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97444.726562 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -97444.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97545.945312 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -97545.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97638.046875 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -97638.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97727.296875 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -97727.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97866.046875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -97866.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97996.640625 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -97996.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98089.195312 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -98089.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98165.585938 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -98165.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98252.601562 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -98252.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98313.148438 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -98313.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98355.062500 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -98355.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98390.484375 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -98390.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98416.859375 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -98416.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98432.265625 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -98432.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98436.867188 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -98436.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98448.000000 Penalty: 3198.649170
	Iteration 16F: 3 clusters Score -98448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98507.265625 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -98507.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -98555.179688 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -98555.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98606.304688 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -98606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98641.359375 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -98641.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98737.796875 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -98737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98753.937500 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -98753.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98764.351562 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -98764.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98769.757812 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -98769.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98771.156250 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -98771.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98771.156250 Penalty: 3198.649170
	Iteration 26F: 3 clusters Score -98771.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39816 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 35771 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 25382 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 30678 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 29717 members 
Mstep: Class 22 contains 22570 members 
Mstep: Class 23 contains 15399 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20704 members 
Mstep: Class 27 contains 20038 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13589 members 
Mstep: Class 30 contains 20979 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 18488 members 
Mstep: Class 33 contains 10439 members 
Mstep: Class 34 contains 250 members 
Entering Unmasked Estep 
Score: -87195928.000000 Penalty: 110135.960938
Splitting cluster 24 changes total score from -87195904.000000 to -87195928.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -194029.546875 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -194029.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -191973.968750 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -191974 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192367.046875 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -192367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -192573.437500 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -192573.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192759.875000 Penalty: 3482.457520
	Iteration 3Q: 3 clusters Score -192759.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -192826.921875 Penalty: 3482.457520
	Iteration 4Q: 3 clusters Score -192826.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -192885.656250 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -192885.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -192924.250000 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -192924.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -192962.968750 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -192963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -192980.062500 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -192980.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -193007.593750 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -193007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -193030.968750 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -193031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -193042.578125 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -193042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -193055.156250 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -193055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -193066.421875 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -193066.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -193089.265625 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -193089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -193105.156250 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -193105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -193123.328125 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -193123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -193131.265625 Penalty: 3482.457520
	Iteration 17Q: 3 clusters Score -193131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -193138.531250 Penalty: 3482.457520
	Iteration 18Q: 3 clusters Score -193138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -193143.171875 Penalty: 3482.457520
	Iteration 19Q: 3 clusters Score -193143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -193144.890625 Penalty: 3482.457520
	Iteration 20F: 3 clusters Score -193144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -193145.921875 Penalty: 3482.457520
	Iteration 21Q: 3 clusters Score -193145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -193147.515625 Penalty: 3482.457520
	Iteration 22Q: 3 clusters Score -193147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -193152.234375 Penalty: 3482.457520
	Iteration 23Q: 3 clusters Score -193152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -193152.234375 Penalty: 3482.457520
	Iteration 24F: 3 clusters Score -193152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Entering Unmasked Estep 
Score: -4096304.000000 Penalty: 2464.644287
	Iteration 0F: 2 clusters Score -4096304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4084599.250000 Penalty: 4929.288574
	Iteration 0F: 3 clusters Score -4084599 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4089384.250000 Penalty: 4929.288574
	Iteration 1F: 3 clusters Score -4089384 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4089892.000000 Penalty: 4929.288574
	Iteration 2F: 3 clusters Score -4089892 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4090368.000000 Penalty: 4929.288574
	Iteration 3F: 3 clusters Score -4090368 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4090789.250000 Penalty: 4929.288574
	Iteration 4F: 3 clusters Score -4090789 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -4091243.750000 Penalty: 4929.288574
	Iteration 5F: 3 clusters Score -4091244 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4091706.500000 Penalty: 4929.288574
	Iteration 6F: 3 clusters Score -4091706 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4092241.750000 Penalty: 4929.288574
	Iteration 7F: 3 clusters Score -4092242 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4092871.500000 Penalty: 4929.288574
	Iteration 8F: 3 clusters Score -4092872 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4093492.250000 Penalty: 4929.288574
	Iteration 9Q: 3 clusters Score -4093492 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4094019.250000 Penalty: 4929.288574
	Iteration 10Q: 3 clusters Score -4094019 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4094480.000000 Penalty: 4929.288574
	Iteration 11Q: 3 clusters Score -4094480 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4094617.250000 Penalty: 4929.288574
	Iteration 12Q: 3 clusters Score -4094617 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4094636.750000 Penalty: 4929.288574
	Iteration 13Q: 3 clusters Score -4094637 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4094592.000000 Penalty: 4929.288574
	Iteration 14Q: 3 clusters Score -4094592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -4094601.750000 Penalty: 4929.288574
	Iteration 15Q: 3 clusters Score -4094602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4094622.000000 Penalty: 4929.288574
	Iteration 16Q: 3 clusters Score -4094622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4094623.000000 Penalty: 4929.288574
	Iteration 17Q: 3 clusters Score -4094623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4094613.000000 Penalty: 4929.288574
	Iteration 18Q: 3 clusters Score -4094613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4094622.000000 Penalty: 4929.288574
	Iteration 19Q: 3 clusters Score -4094622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4094625.250000 Penalty: 4929.288574
	Iteration 20F: 3 clusters Score -4094625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4094623.250000 Penalty: 4929.288574
	Iteration 21Q: 3 clusters Score -4094623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4094621.750000 Penalty: 4929.288574
	Iteration 22Q: 3 clusters Score -4094622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4094620.500000 Penalty: 4929.288574
	Iteration 23Q: 3 clusters Score -4094620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4094616.750000 Penalty: 4929.288574
	Iteration 24Q: 3 clusters Score -4094617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4094613.000000 Penalty: 4929.288574
	Iteration 25Q: 3 clusters Score -4094613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4094608.250000 Penalty: 4929.288574
	Iteration 26Q: 3 clusters Score -4094608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4094609.750000 Penalty: 4929.288574
	Iteration 27Q: 3 clusters Score -4094610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4094613.000000 Penalty: 4929.288574
	Iteration 28Q: 3 clusters Score -4094613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4094612.500000 Penalty: 4929.288574
	Iteration 29Q: 3 clusters Score -4094612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4094612.500000 Penalty: 4929.288574
	Iteration 30F: 3 clusters Score -4094612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Entering Unmasked Estep 
Score: -3867095.000000 Penalty: 2456.535645
	Iteration 0F: 2 clusters Score -3867095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3853865.750000 Penalty: 4913.071289
	Iteration 0F: 3 clusters Score -3853866 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3858781.250000 Penalty: 4913.071289
	Iteration 1F: 3 clusters Score -3858781 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3859228.000000 Penalty: 4913.071289
	Iteration 2F: 3 clusters Score -3859228 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3859593.000000 Penalty: 4913.071289
	Iteration 3Q: 3 clusters Score -3859593 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3859927.750000 Penalty: 4913.071289
	Iteration 4Q: 3 clusters Score -3859928 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3860292.000000 Penalty: 4913.071289
	Iteration 5Q: 3 clusters Score -3860292 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3860691.000000 Penalty: 4913.071289
	Iteration 6Q: 3 clusters Score -3860691 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3861128.250000 Penalty: 4913.071289
	Iteration 7Q: 3 clusters Score -3861128 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3861658.000000 Penalty: 4913.071289
	Iteration 8Q: 3 clusters Score -3861658 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3862254.250000 Penalty: 4913.071289
	Iteration 9Q: 3 clusters Score -3862254 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3862897.750000 Penalty: 4913.071289
	Iteration 10Q: 3 clusters Score -3862898 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3863499.250000 Penalty: 4913.071289
	Iteration 11Q: 3 clusters Score -3863499 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3864020.250000 Penalty: 4913.071289
	Iteration 12Q: 3 clusters Score -3864020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3864368.000000 Penalty: 4913.071289
	Iteration 13Q: 3 clusters Score -3864368 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3864586.250000 Penalty: 4913.071289
	Iteration 14Q: 3 clusters Score -3864586 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3864769.000000 Penalty: 4913.071289
	Iteration 15Q: 3 clusters Score -3864769 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3864938.250000 Penalty: 4913.071289
	Iteration 16Q: 3 clusters Score -3864938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3865066.500000 Penalty: 4913.071289
	Iteration 17Q: 3 clusters Score -3865066 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3865164.250000 Penalty: 4913.071289
	Iteration 18Q: 3 clusters Score -3865164 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3865233.250000 Penalty: 4913.071289
	Iteration 19Q: 3 clusters Score -3865233 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3865278.250000 Penalty: 4913.071289
	Iteration 20F: 3 clusters Score -3865278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3865302.500000 Penalty: 4913.071289
	Iteration 21Q: 3 clusters Score -3865302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3865324.750000 Penalty: 4913.071289
	Iteration 22Q: 3 clusters Score -3865325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3865359.750000 Penalty: 4913.071289
	Iteration 23Q: 3 clusters Score -3865360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3865381.250000 Penalty: 4913.071289
	Iteration 24Q: 3 clusters Score -3865381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3865370.000000 Penalty: 4913.071289
	Iteration 25Q: 3 clusters Score -3865370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3865380.500000 Penalty: 4913.071289
	Iteration 26Q: 3 clusters Score -3865380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3865387.500000 Penalty: 4913.071289
	Iteration 27Q: 3 clusters Score -3865388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3865387.750000 Penalty: 4913.071289
	Iteration 28Q: 3 clusters Score -3865388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3865396.000000 Penalty: 4913.071289
	Iteration 29Q: 3 clusters Score -3865396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3865392.250000 Penalty: 4913.071289
	Iteration 30Q: 3 clusters Score -3865392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3865386.000000 Penalty: 4913.071289
	Iteration 31Q: 3 clusters Score -3865386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3865388.000000 Penalty: 4913.071289
	Iteration 32Q: 3 clusters Score -3865388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3865389.500000 Penalty: 4913.071289
	Iteration 33Q: 3 clusters Score -3865390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3865391.500000 Penalty: 4913.071289
	Iteration 34Q: 3 clusters Score -3865392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3865389.500000 Penalty: 4913.071289
	Iteration 35Q: 3 clusters Score -3865390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3865392.250000 Penalty: 4913.071289
	Iteration 36Q: 3 clusters Score -3865392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3865388.500000 Penalty: 4913.071289
	Iteration 37Q: 3 clusters Score -3865388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3865389.500000 Penalty: 4913.071289
	Iteration 38Q: 3 clusters Score -3865390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3865386.500000 Penalty: 4913.071289
	Iteration 39Q: 3 clusters Score -3865386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3865388.000000 Penalty: 4913.071289
	Iteration 40F: 3 clusters Score -3865388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3865386.000000 Penalty: 4913.071289
	Iteration 41Q: 3 clusters Score -3865386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3865389.500000 Penalty: 4913.071289
	Iteration 42Q: 3 clusters Score -3865390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3865390.250000 Penalty: 4913.071289
	Iteration 43Q: 3 clusters Score -3865390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3865395.500000 Penalty: 4913.071289
	Iteration 44Q: 3 clusters Score -3865396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3865390.000000 Penalty: 4913.071289
	Iteration 45Q: 3 clusters Score -3865390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3865391.750000 Penalty: 4913.071289
	Iteration 46Q: 3 clusters Score -3865392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3865386.500000 Penalty: 4913.071289
	Iteration 47Q: 3 clusters Score -3865386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3865383.750000 Penalty: 4913.071289
	Iteration 48Q: 3 clusters Score -3865384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3865383.750000 Penalty: 4913.071289
	Iteration 49F: 3 clusters Score -3865384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -75153.429688 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -75153.43 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 222 members 
Entering Unmasked Estep 
Score: -73846.742188 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -73846.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74045.039062 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -74045.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74144.000000 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -74144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74251.117188 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -74251.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74477.367188 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -74477.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74554.328125 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -74554.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74685.976562 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -74685.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74738.859375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -74738.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74780.273438 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -74780.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74784.593750 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -74784.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74784.593750 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -74784.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Entering Unmasked Estep 
Score: -2701879.250000 Penalty: 2360.219727
	Iteration 0F: 2 clusters Score -2701879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2692120.500000 Penalty: 4720.439453
	Iteration 0F: 3 clusters Score -2692120 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2695119.750000 Penalty: 4720.439453
	Iteration 1F: 3 clusters Score -2695120 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2695431.000000 Penalty: 4720.439453
	Iteration 2F: 3 clusters Score -2695431 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2695650.750000 Penalty: 4720.439453
	Iteration 3Q: 3 clusters Score -2695651 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2695802.750000 Penalty: 4720.439453
	Iteration 4Q: 3 clusters Score -2695803 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2695938.500000 Penalty: 4720.439453
	Iteration 5Q: 3 clusters Score -2695938 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2696018.000000 Penalty: 4720.439453
	Iteration 6Q: 3 clusters Score -2696018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2696089.750000 Penalty: 4720.439453
	Iteration 7Q: 3 clusters Score -2696090 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2696146.750000 Penalty: 4720.439453
	Iteration 8Q: 3 clusters Score -2696147 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2696178.500000 Penalty: 4720.439453
	Iteration 9Q: 3 clusters Score -2696178 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2696254.000000 Penalty: 4720.439453
	Iteration 10Q: 3 clusters Score -2696254 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2696322.750000 Penalty: 4720.439453
	Iteration 11Q: 3 clusters Score -2696323 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2696433.500000 Penalty: 4720.439453
	Iteration 12Q: 3 clusters Score -2696434 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2696515.750000 Penalty: 4720.439453
	Iteration 13Q: 3 clusters Score -2696516 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2696605.000000 Penalty: 4720.439453
	Iteration 14Q: 3 clusters Score -2696605 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2696752.250000 Penalty: 4720.439453
	Iteration 15Q: 3 clusters Score -2696752 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2696968.000000 Penalty: 4720.439453
	Iteration 16Q: 3 clusters Score -2696968 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2697212.750000 Penalty: 4720.439453
	Iteration 17Q: 3 clusters Score -2697213 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2697538.750000 Penalty: 4720.439453
	Iteration 18Q: 3 clusters Score -2697539 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2697888.250000 Penalty: 4720.439453
	Iteration 19Q: 3 clusters Score -2697888 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2698252.000000 Penalty: 4720.439453
	Iteration 20F: 3 clusters Score -2698252 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2698584.250000 Penalty: 4720.439453
	Iteration 21Q: 3 clusters Score -2698584 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2698898.250000 Penalty: 4720.439453
	Iteration 22Q: 3 clusters Score -2698898 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2699179.750000 Penalty: 4720.439453
	Iteration 23Q: 3 clusters Score -2699180 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2699339.500000 Penalty: 4720.439453
	Iteration 24Q: 3 clusters Score -2699340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2699483.250000 Penalty: 4720.439453
	Iteration 25Q: 3 clusters Score -2699483 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2699560.750000 Penalty: 4720.439453
	Iteration 26Q: 3 clusters Score -2699561 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2699634.750000 Penalty: 4720.439453
	Iteration 27Q: 3 clusters Score -2699635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2699667.250000 Penalty: 4720.439453
	Iteration 28Q: 3 clusters Score -2699667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2699723.500000 Penalty: 4720.439453
	Iteration 29Q: 3 clusters Score -2699724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2699768.250000 Penalty: 4720.439453
	Iteration 30Q: 3 clusters Score -2699768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2699785.000000 Penalty: 4720.439453
	Iteration 31Q: 3 clusters Score -2699785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2699793.750000 Penalty: 4720.439453
	Iteration 32Q: 3 clusters Score -2699794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2699795.250000 Penalty: 4720.439453
	Iteration 33Q: 3 clusters Score -2699795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2699797.000000 Penalty: 4720.439453
	Iteration 34Q: 3 clusters Score -2699797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2699799.250000 Penalty: 4720.439453
	Iteration 35Q: 3 clusters Score -2699799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2699799.750000 Penalty: 4720.439453
	Iteration 36Q: 3 clusters Score -2699800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2699801.000000 Penalty: 4720.439453
	Iteration 37Q: 3 clusters Score -2699801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2699801.000000 Penalty: 4720.439453
	Iteration 38F: 3 clusters Score -2699801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Entering Unmasked Estep 
Score: -4158620.250000 Penalty: 2467.916748
	Iteration 0F: 2 clusters Score -4158620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4147530.750000 Penalty: 4935.833496
	Iteration 0F: 3 clusters Score -4147531 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -4152433.750000 Penalty: 4935.833496
	Iteration 1F: 3 clusters Score -4152434 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4152823.250000 Penalty: 4935.833496
	Iteration 2F: 3 clusters Score -4152823 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4153119.750000 Penalty: 4935.833496
	Iteration 3Q: 3 clusters Score -4153120 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4153306.500000 Penalty: 4935.833496
	Iteration 4Q: 3 clusters Score -4153306 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4153448.750000 Penalty: 4935.833496
	Iteration 5Q: 3 clusters Score -4153449 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -4153557.250000 Penalty: 4935.833496
	Iteration 6Q: 3 clusters Score -4153557 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4153719.000000 Penalty: 4935.833496
	Iteration 7Q: 3 clusters Score -4153719 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -4153831.500000 Penalty: 4935.833496
	Iteration 8Q: 3 clusters Score -4153832 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4153965.000000 Penalty: 4935.833496
	Iteration 9Q: 3 clusters Score -4153965 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4154111.500000 Penalty: 4935.833496
	Iteration 10Q: 3 clusters Score -4154112 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4154357.750000 Penalty: 4935.833496
	Iteration 11Q: 3 clusters Score -4154358 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4154724.750000 Penalty: 4935.833496
	Iteration 12Q: 3 clusters Score -4154725 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4155000.250000 Penalty: 4935.833496
	Iteration 13Q: 3 clusters Score -4155000 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4155335.250000 Penalty: 4935.833496
	Iteration 14Q: 3 clusters Score -4155335 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4155746.250000 Penalty: 4935.833496
	Iteration 15Q: 3 clusters Score -4155746 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4156080.500000 Penalty: 4935.833496
	Iteration 16Q: 3 clusters Score -4156080 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4156318.000000 Penalty: 4935.833496
	Iteration 17Q: 3 clusters Score -4156318 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4156555.000000 Penalty: 4935.833496
	Iteration 18Q: 3 clusters Score -4156555 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4156629.750000 Penalty: 4935.833496
	Iteration 19Q: 3 clusters Score -4156630 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4156771.500000 Penalty: 4935.833496
	Iteration 20F: 3 clusters Score -4156772 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -4156996.750000 Penalty: 4935.833496
	Iteration 21Q: 3 clusters Score -4156997 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4157144.000000 Penalty: 4935.833496
	Iteration 22Q: 3 clusters Score -4157144 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4157471.500000 Penalty: 4935.833496
	Iteration 23Q: 3 clusters Score -4157472 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4157792.250000 Penalty: 4935.833496
	Iteration 24Q: 3 clusters Score -4157792 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4158039.250000 Penalty: 4935.833496
	Iteration 25Q: 3 clusters Score -4158039 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4158265.000000 Penalty: 4935.833496
	Iteration 26Q: 3 clusters Score -4158265 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4158450.250000 Penalty: 4935.833496
	Iteration 27Q: 3 clusters Score -4158450 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4158561.250000 Penalty: 4935.833496
	Iteration 28Q: 3 clusters Score -4158561 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4158693.500000 Penalty: 4935.833496
	Iteration 29Q: 3 clusters Score -4158694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4158740.000000 Penalty: 4935.833496
	Iteration 30Q: 3 clusters Score -4158740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -4158781.250000 Penalty: 4935.833496
	Iteration 31Q: 3 clusters Score -4158781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4158761.750000 Penalty: 4935.833496
	Iteration 32Q: 3 clusters Score -4158762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4158802.500000 Penalty: 4935.833496
	Iteration 33Q: 3 clusters Score -4158802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4158862.250000 Penalty: 4935.833496
	Iteration 34Q: 3 clusters Score -4158862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4158911.500000 Penalty: 4935.833496
	Iteration 35Q: 3 clusters Score -4158912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -4158940.250000 Penalty: 4935.833496
	Iteration 36Q: 3 clusters Score -4158940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4158957.750000 Penalty: 4935.833496
	Iteration 37Q: 3 clusters Score -4158958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4158960.000000 Penalty: 4935.833496
	Iteration 38Q: 3 clusters Score -4158960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4158973.000000 Penalty: 4935.833496
	Iteration 39Q: 3 clusters Score -4158973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -4159002.750000 Penalty: 4935.833496
	Iteration 40F: 3 clusters Score -4159003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4159026.750000 Penalty: 4935.833496
	Iteration 41Q: 3 clusters Score -4159027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4159088.250000 Penalty: 4935.833496
	Iteration 42Q: 3 clusters Score -4159088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4159134.750000 Penalty: 4935.833496
	Iteration 43Q: 3 clusters Score -4159135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4159183.500000 Penalty: 4935.833496
	Iteration 44Q: 3 clusters Score -4159184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4159178.500000 Penalty: 4935.833496
	Iteration 45Q: 3 clusters Score -4159178 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4159169.000000 Penalty: 4935.833496
	Iteration 46Q: 3 clusters Score -4159169 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4159164.250000 Penalty: 4935.833496
	Iteration 47Q: 3 clusters Score -4159164 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4159129.000000 Penalty: 4935.833496
	Iteration 48Q: 3 clusters Score -4159129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4159037.750000 Penalty: 4935.833496
	Iteration 49Q: 3 clusters Score -4159038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -4158989.250000 Penalty: 4935.833496
	Iteration 50Q: 3 clusters Score -4158989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -4158941.000000 Penalty: 4935.833496
	Iteration 51Q: 3 clusters Score -4158941 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4158885.000000 Penalty: 4935.833496
	Iteration 52Q: 3 clusters Score -4158885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4158795.000000 Penalty: 4935.833496
	Iteration 53Q: 3 clusters Score -4158795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4158751.750000 Penalty: 4935.833496
	Iteration 54Q: 3 clusters Score -4158752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4158633.750000 Penalty: 4935.833496
	Iteration 55Q: 3 clusters Score -4158634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4158617.750000 Penalty: 4935.833496
	Iteration 56Q: 3 clusters Score -4158618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4158578.750000 Penalty: 4935.833496
	Iteration 57Q: 3 clusters Score -4158579 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4158516.250000 Penalty: 4935.833496
	Iteration 58Q: 3 clusters Score -4158516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4158406.000000 Penalty: 4935.833496
	Iteration 59Q: 3 clusters Score -4158406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4158371.250000 Penalty: 4935.833496
	Iteration 60F: 3 clusters Score -4158371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4158324.000000 Penalty: 4935.833496
	Iteration 61Q: 3 clusters Score -4158324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4158197.250000 Penalty: 4935.833496
	Iteration 62Q: 3 clusters Score -4158197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4158219.750000 Penalty: 4935.833496
	Iteration 63Q: 3 clusters Score -4158220 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4158137.500000 Penalty: 4935.833496
	Iteration 64Q: 3 clusters Score -4158138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4158092.500000 Penalty: 4935.833496
	Iteration 65Q: 3 clusters Score -4158092 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4158007.500000 Penalty: 4935.833496
	Iteration 66Q: 3 clusters Score -4158008 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4157944.250000 Penalty: 4935.833496
	Iteration 67Q: 3 clusters Score -4157944 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4157757.750000 Penalty: 4935.833496
	Iteration 68Q: 3 clusters Score -4157758 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4157641.500000 Penalty: 4935.833496
	Iteration 69Q: 3 clusters Score -4157642 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4157501.750000 Penalty: 4935.833496
	Iteration 70Q: 3 clusters Score -4157502 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4157319.750000 Penalty: 4935.833496
	Iteration 71Q: 3 clusters Score -4157320 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4157415.750000 Penalty: 4935.833496
	Iteration 72Q: 3 clusters Score -4157416 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4157306.250000 Penalty: 4935.833496
	Iteration 73Q: 3 clusters Score -4157306 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4157217.000000 Penalty: 4935.833496
	Iteration 74Q: 3 clusters Score -4157217 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4156944.500000 Penalty: 4935.833496
	Iteration 75Q: 3 clusters Score -4156944 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4156836.750000 Penalty: 4935.833496
	Iteration 76Q: 3 clusters Score -4156837 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4156728.250000 Penalty: 4935.833496
	Iteration 77Q: 3 clusters Score -4156728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4156659.000000 Penalty: 4935.833496
	Iteration 78Q: 3 clusters Score -4156659 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4156689.500000 Penalty: 4935.833496
	Iteration 79Q: 3 clusters Score -4156690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4156787.000000 Penalty: 4935.833496
	Iteration 80F: 3 clusters Score -4156787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4156787.250000 Penalty: 4935.833496
	Iteration 81Q: 3 clusters Score -4156787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4156837.250000 Penalty: 4935.833496
	Iteration 82Q: 3 clusters Score -4156837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4156854.250000 Penalty: 4935.833496
	Iteration 83Q: 3 clusters Score -4156854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4156866.750000 Penalty: 4935.833496
	Iteration 84Q: 3 clusters Score -4156867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4156868.500000 Penalty: 4935.833496
	Iteration 85Q: 3 clusters Score -4156868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4156857.500000 Penalty: 4935.833496
	Iteration 86Q: 3 clusters Score -4156858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4156868.750000 Penalty: 4935.833496
	Iteration 87Q: 3 clusters Score -4156869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4156874.750000 Penalty: 4935.833496
	Iteration 88Q: 3 clusters Score -4156875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4156884.500000 Penalty: 4935.833496
	Iteration 89Q: 3 clusters Score -4156884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4156877.000000 Penalty: 4935.833496
	Iteration 90Q: 3 clusters Score -4156877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4156884.250000 Penalty: 4935.833496
	Iteration 91Q: 3 clusters Score -4156884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4156897.500000 Penalty: 4935.833496
	Iteration 92Q: 3 clusters Score -4156898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4156899.000000 Penalty: 4935.833496
	Iteration 93Q: 3 clusters Score -4156899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4156895.750000 Penalty: 4935.833496
	Iteration 94Q: 3 clusters Score -4156896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4156896.000000 Penalty: 4935.833496
	Iteration 95Q: 3 clusters Score -4156896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4156889.000000 Penalty: 4935.833496
	Iteration 96Q: 3 clusters Score -4156889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4156889.000000 Penalty: 4935.833496
	Iteration 97F: 3 clusters Score -4156889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -1107079.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -1107079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1102165.625000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -1102166 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1103368.625000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -1103369 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1103558.125000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -1103558 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1103679.750000 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -1103680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1103785.250000 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -1103785 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1103858.125000 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -1103858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1103920.125000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -1103920 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1103969.750000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -1103970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1104027.375000 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -1104027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1104076.000000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -1104076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1104123.500000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -1104124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1104169.875000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -1104170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1104233.250000 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -1104233 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1104300.250000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -1104300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1104395.125000 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -1104395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1104464.125000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -1104464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1104540.375000 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -1104540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1104611.000000 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -1104611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1104680.375000 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -1104680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1104745.000000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -1104745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1104800.500000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -1104800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1104844.750000 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -1104845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1104884.125000 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -1104884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1104915.750000 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -1104916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1104951.250000 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -1104951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1104989.625000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -1104990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1105016.625000 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -1105017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1105042.500000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -1105042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1105058.250000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -1105058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1105070.500000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -1105070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1105078.125000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -1105078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1105086.250000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -1105086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1105098.250000 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -1105098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1105107.625000 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -1105108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1105118.875000 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -1105119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1105128.750000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -1105129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1105134.250000 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -1105134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1105137.750000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -1105138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1105142.000000 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -1105142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1105145.375000 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -1105145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1105148.500000 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -1105148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1105149.000000 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -1105149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1105151.125000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -1105151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1105151.125000 Penalty: 4283.212891
	Iteration 43F: 3 clusters Score -1105151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Entering Unmasked Estep 
Score: -3670205.500000 Penalty: 2436.569336
	Iteration 0F: 2 clusters Score -3670206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3657787.250000 Penalty: 4873.138672
	Iteration 0F: 3 clusters Score -3657787 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3662159.750000 Penalty: 4873.138672
	Iteration 1F: 3 clusters Score -3662160 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3662469.250000 Penalty: 4873.138672
	Iteration 2Q: 3 clusters Score -3662469 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3662658.750000 Penalty: 4873.138672
	Iteration 3Q: 3 clusters Score -3662659 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3662830.500000 Penalty: 4873.138672
	Iteration 4Q: 3 clusters Score -3662830 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3662975.000000 Penalty: 4873.138672
	Iteration 5Q: 3 clusters Score -3662975 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3663112.250000 Penalty: 4873.138672
	Iteration 6Q: 3 clusters Score -3663112 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3663265.500000 Penalty: 4873.138672
	Iteration 7Q: 3 clusters Score -3663266 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3663402.750000 Penalty: 4873.138672
	Iteration 8Q: 3 clusters Score -3663403 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3663559.500000 Penalty: 4873.138672
	Iteration 9Q: 3 clusters Score -3663560 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3663756.000000 Penalty: 4873.138672
	Iteration 10Q: 3 clusters Score -3663756 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3664010.750000 Penalty: 4873.138672
	Iteration 11Q: 3 clusters Score -3664011 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3664322.250000 Penalty: 4873.138672
	Iteration 12Q: 3 clusters Score -3664322 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3664719.500000 Penalty: 4873.138672
	Iteration 13Q: 3 clusters Score -3664720 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3665145.000000 Penalty: 4873.138672
	Iteration 14Q: 3 clusters Score -3665145 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3665560.750000 Penalty: 4873.138672
	Iteration 15Q: 3 clusters Score -3665561 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3666034.000000 Penalty: 4873.138672
	Iteration 16Q: 3 clusters Score -3666034 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3666492.750000 Penalty: 4873.138672
	Iteration 17Q: 3 clusters Score -3666493 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3666880.750000 Penalty: 4873.138672
	Iteration 18Q: 3 clusters Score -3666881 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3667235.000000 Penalty: 4873.138672
	Iteration 19Q: 3 clusters Score -3667235 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3667475.250000 Penalty: 4873.138672
	Iteration 20F: 3 clusters Score -3667475 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3667652.750000 Penalty: 4873.138672
	Iteration 21Q: 3 clusters Score -3667653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3667788.750000 Penalty: 4873.138672
	Iteration 22Q: 3 clusters Score -3667789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3667887.750000 Penalty: 4873.138672
	Iteration 23Q: 3 clusters Score -3667888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3667952.250000 Penalty: 4873.138672
	Iteration 24Q: 3 clusters Score -3667952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3668035.500000 Penalty: 4873.138672
	Iteration 25Q: 3 clusters Score -3668036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3668084.000000 Penalty: 4873.138672
	Iteration 26Q: 3 clusters Score -3668084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3668110.250000 Penalty: 4873.138672
	Iteration 27Q: 3 clusters Score -3668110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3668130.500000 Penalty: 4873.138672
	Iteration 28Q: 3 clusters Score -3668130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3668154.250000 Penalty: 4873.138672
	Iteration 29Q: 3 clusters Score -3668154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3668161.750000 Penalty: 4873.138672
	Iteration 30Q: 3 clusters Score -3668162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3668182.000000 Penalty: 4873.138672
	Iteration 31Q: 3 clusters Score -3668182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3668186.750000 Penalty: 4873.138672
	Iteration 32Q: 3 clusters Score -3668187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3668182.750000 Penalty: 4873.138672
	Iteration 33Q: 3 clusters Score -3668183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3668186.250000 Penalty: 4873.138672
	Iteration 34Q: 3 clusters Score -3668186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3668198.500000 Penalty: 4873.138672
	Iteration 35Q: 3 clusters Score -3668198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3668208.000000 Penalty: 4873.138672
	Iteration 36Q: 3 clusters Score -3668208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3668220.000000 Penalty: 4873.138672
	Iteration 37Q: 3 clusters Score -3668220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3668231.750000 Penalty: 4873.138672
	Iteration 38Q: 3 clusters Score -3668232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3668234.000000 Penalty: 4873.138672
	Iteration 39Q: 3 clusters Score -3668234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3668234.000000 Penalty: 4873.138672
	Iteration 40F: 3 clusters Score -3668234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3668237.750000 Penalty: 4873.138672
	Iteration 41Q: 3 clusters Score -3668238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3668243.000000 Penalty: 4873.138672
	Iteration 42Q: 3 clusters Score -3668243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3668248.000000 Penalty: 4873.138672
	Iteration 43Q: 3 clusters Score -3668248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3668247.000000 Penalty: 4873.138672
	Iteration 44Q: 3 clusters Score -3668247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3668250.500000 Penalty: 4873.138672
	Iteration 45Q: 3 clusters Score -3668250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3668253.250000 Penalty: 4873.138672
	Iteration 46Q: 3 clusters Score -3668253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3668252.750000 Penalty: 4873.138672
	Iteration 47Q: 3 clusters Score -3668253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3668253.750000 Penalty: 4873.138672
	Iteration 48Q: 3 clusters Score -3668254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3668253.000000 Penalty: 4873.138672
	Iteration 49Q: 3 clusters Score -3668253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3668253.250000 Penalty: 4873.138672
	Iteration 50Q: 3 clusters Score -3668253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3668253.250000 Penalty: 4873.138672
	Iteration 51F: 3 clusters Score -3668253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39816 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 35771 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20165 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 25382 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 11946 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 30678 members 
Mstep: Class 18 contains 599 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 29717 members 
Mstep: Class 22 contains 22570 members 
Mstep: Class 23 contains 15399 members 
Mstep: Class 24 contains 382 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20704 members 
Mstep: Class 27 contains 20038 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13589 members 
Mstep: Class 30 contains 20979 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 18488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197088.000000 Penalty: 110135.960938
Iteration 159Q: 35 clusters Score -8.719709e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 39410 members 
Mstep: Class 3 contains 8433 members 
Mstep: Class 4 contains 39781 members 
Mstep: Class 5 contains 4995 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 35767 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 20239 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 17924 members 
Mstep: Class 13 contains 25325 members 
Mstep: Class 14 contains 11982 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 30647 members 
Mstep: Class 18 contains 583 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31206 members 
Mstep: Class 21 contains 29854 members 
Mstep: Class 22 contains 22724 members 
Mstep: Class 23 contains 15801 members 
Mstep: Class 24 contains 430 members 
Mstep: Class 25 contains 1120 members 
Mstep: Class 26 contains 20726 members 
Mstep: Class 27 contains 19958 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13249 members 
Mstep: Class 30 contains 21077 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 18568 members 
Mstep: Class 33 contains 10176 members 
Mstep: Class 34 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3208.757324 but Gain 3239.289062
Score: -87198808.000000 Penalty: 106896.671875
Iteration 160F: 34 clusters Score -8.719881e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 39361 members 
Mstep: Class 3 contains 8434 members 
Mstep: Class 4 contains 39840 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 7 contains 35768 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 25275 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30641 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31166 members 
Mstep: Class 21 contains 29995 members 
Mstep: Class 22 contains 22701 members 
Mstep: Class 23 contains 15965 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20765 members 
Mstep: Class 27 contains 19754 members 
Mstep: Class 28 contains 435 members 
Mstep: Class 29 contains 13734 members 
Mstep: Class 30 contains 21625 members 
Mstep: Class 31 contains 5126 members 
Mstep: Class 32 contains 19406 members 
Mstep: Class 33 contains 11041 members 
Mstep: Class 34 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200240.000000 Penalty: 106896.671875
Iteration 161Q: 34 clusters Score -8.720024e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 39233 members 
Mstep: Class 3 contains 8431 members 
Mstep: Class 4 contains 39673 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 7 contains 35749 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 20157 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17895 members 
Mstep: Class 13 contains 25192 members 
Mstep: Class 14 contains 11859 members 
Mstep: Class 15 contains 12348 members 
Mstep: Class 16 contains 4853 members 
Mstep: Class 17 contains 30572 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31141 members 
Mstep: Class 21 contains 30110 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 16293 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20854 members 
Mstep: Class 27 contains 19566 members 
Mstep: Class 28 contains 431 members 
Mstep: Class 29 contains 13592 members 
Mstep: Class 30 contains 21419 members 
Mstep: Class 31 contains 4908 members 
Mstep: Class 32 contains 19431 members 
Mstep: Class 33 contains 11694 members 
Mstep: Class 34 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200896.000000 Penalty: 106896.671875
Iteration 162Q: 34 clusters Score -8.72009e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39169 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 39641 members 
Mstep: Class 5 contains 4956 members 
Mstep: Class 7 contains 35717 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 20139 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17817 members 
Mstep: Class 13 contains 25114 members 
Mstep: Class 14 contains 11809 members 
Mstep: Class 15 contains 12775 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 30515 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 30228 members 
Mstep: Class 22 contains 22449 members 
Mstep: Class 23 contains 16555 members 
Mstep: Class 24 contains 495 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20948 members 
Mstep: Class 27 contains 19440 members 
Mstep: Class 28 contains 430 members 
Mstep: Class 29 contains 13389 members 
Mstep: Class 30 contains 20943 members 
Mstep: Class 31 contains 4733 members 
Mstep: Class 32 contains 19349 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201584.000000 Penalty: 106896.671875
Iteration 163Q: 34 clusters Score -8.720158e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 39140 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 39634 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 7 contains 35683 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 20106 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 25062 members 
Mstep: Class 14 contains 11751 members 
Mstep: Class 15 contains 13364 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 30465 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31065 members 
Mstep: Class 21 contains 30331 members 
Mstep: Class 22 contains 22396 members 
Mstep: Class 23 contains 16695 members 
Mstep: Class 24 contains 507 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21019 members 
Mstep: Class 27 contains 19333 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 13144 members 
Mstep: Class 30 contains 20180 members 
Mstep: Class 31 contains 4486 members 
Mstep: Class 32 contains 19316 members 
Mstep: Class 33 contains 13312 members 
Mstep: Class 34 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202648.000000 Penalty: 106896.671875
Iteration 164Q: 34 clusters Score -8.720265e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39065 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 39706 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 7 contains 35634 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17714 members 
Mstep: Class 13 contains 24974 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 14082 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 30416 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31040 members 
Mstep: Class 21 contains 30430 members 
Mstep: Class 22 contains 22372 members 
Mstep: Class 23 contains 16526 members 
Mstep: Class 24 contains 516 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21090 members 
Mstep: Class 27 contains 19296 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 12923 members 
Mstep: Class 30 contains 19481 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 19271 members 
Mstep: Class 33 contains 14346 members 
Mstep: Class 34 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203064.000000 Penalty: 106896.671875
Iteration 165Q: 34 clusters Score -8.720306e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39005 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 19997 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 523 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 24894 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 14900 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 30372 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 31002 members 
Mstep: Class 21 contains 30535 members 
Mstep: Class 22 contains 22426 members 
Mstep: Class 23 contains 16087 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21154 members 
Mstep: Class 27 contains 19301 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 12696 members 
Mstep: Class 30 contains 18825 members 
Mstep: Class 31 contains 3728 members 
Mstep: Class 32 contains 19232 members 
Mstep: Class 33 contains 15532 members 
Mstep: Class 34 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203512.000000 Penalty: 106896.671875
Iteration 166Q: 34 clusters Score -8.720351e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39019 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 39716 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 7 contains 35521 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19961 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17630 members 
Mstep: Class 13 contains 24854 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 15797 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 30334 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30959 members 
Mstep: Class 21 contains 30635 members 
Mstep: Class 22 contains 22488 members 
Mstep: Class 23 contains 15491 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21184 members 
Mstep: Class 27 contains 19330 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 12443 members 
Mstep: Class 30 contains 18379 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 19276 members 
Mstep: Class 33 contains 16332 members 
Mstep: Class 34 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203280.000000 Penalty: 106896.671875
Iteration 167Q: 34 clusters Score -8.720328e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 39019 members 
Mstep: Class 3 contains 8429 members 
Mstep: Class 4 contains 39731 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 7 contains 35490 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19919 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17602 members 
Mstep: Class 13 contains 24794 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 30279 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30917 members 
Mstep: Class 21 contains 30748 members 
Mstep: Class 22 contains 22514 members 
Mstep: Class 23 contains 14822 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21226 members 
Mstep: Class 27 contains 19355 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12176 members 
Mstep: Class 30 contains 18583 members 
Mstep: Class 31 contains 3194 members 
Mstep: Class 32 contains 19364 members 
Mstep: Class 33 contains 16375 members 
Mstep: Class 34 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203104.000000 Penalty: 106896.671875
Iteration 168Q: 34 clusters Score -8.72031e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39047 members 
Mstep: Class 3 contains 8427 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 7 contains 35454 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19901 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17601 members 
Mstep: Class 13 contains 24735 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 17835 members 
Mstep: Class 16 contains 4848 members 
Mstep: Class 17 contains 30238 members 
Mstep: Class 18 contains 535 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30881 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 14195 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21261 members 
Mstep: Class 27 contains 19365 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 11929 members 
Mstep: Class 30 contains 19238 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 19465 members 
Mstep: Class 33 contains 15799 members 
Mstep: Class 34 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202160.000000 Penalty: 106896.671875
Iteration 169Q: 34 clusters Score -8.720216e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39083 members 
Mstep: Class 3 contains 8426 members 
Mstep: Class 4 contains 39761 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 7 contains 35412 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19912 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17611 members 
Mstep: Class 13 contains 24690 members 
Mstep: Class 14 contains 11204 members 
Mstep: Class 15 contains 18986 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 30166 members 
Mstep: Class 18 contains 536 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30844 members 
Mstep: Class 21 contains 30969 members 
Mstep: Class 22 contains 22411 members 
Mstep: Class 23 contains 13771 members 
Mstep: Class 24 contains 525 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21277 members 
Mstep: Class 27 contains 19380 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 11689 members 
Mstep: Class 30 contains 19924 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 19543 members 
Mstep: Class 33 contains 14855 members 
Mstep: Class 34 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201048.000000 Penalty: 106896.671875
Iteration 170Q: 34 clusters Score -8.720105e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 39192 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 39760 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 7 contains 35382 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17621 members 
Mstep: Class 13 contains 24650 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 20184 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 30101 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30807 members 
Mstep: Class 21 contains 31079 members 
Mstep: Class 22 contains 22302 members 
Mstep: Class 23 contains 13630 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21276 members 
Mstep: Class 27 contains 19292 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 11521 members 
Mstep: Class 30 contains 20300 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 19616 members 
Mstep: Class 33 contains 13858 members 
Mstep: Class 34 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199792.000000 Penalty: 106896.671875
Iteration 171Q: 34 clusters Score -8.719979e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 39277 members 
Mstep: Class 3 contains 8416 members 
Mstep: Class 4 contains 39764 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 7 contains 35359 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 17623 members 
Mstep: Class 13 contains 24569 members 
Mstep: Class 14 contains 11082 members 
Mstep: Class 15 contains 21127 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 30048 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30755 members 
Mstep: Class 21 contains 31229 members 
Mstep: Class 22 contains 22233 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21287 members 
Mstep: Class 27 contains 19149 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 11394 members 
Mstep: Class 30 contains 20460 members 
Mstep: Class 31 contains 2608 members 
Mstep: Class 32 contains 19645 members 
Mstep: Class 33 contains 13100 members 
Mstep: Class 34 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198384.000000 Penalty: 106896.671875
Iteration 172Q: 34 clusters Score -8.719838e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39342 members 
Mstep: Class 3 contains 8415 members 
Mstep: Class 4 contains 39789 members 
Mstep: Class 5 contains 4909 members 
Mstep: Class 7 contains 35320 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 24465 members 
Mstep: Class 14 contains 11018 members 
Mstep: Class 15 contains 21674 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 29976 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30704 members 
Mstep: Class 21 contains 31401 members 
Mstep: Class 22 contains 22233 members 
Mstep: Class 23 contains 13780 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21316 members 
Mstep: Class 27 contains 18980 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 11266 members 
Mstep: Class 30 contains 20522 members 
Mstep: Class 31 contains 2594 members 
Mstep: Class 32 contains 19676 members 
Mstep: Class 33 contains 12700 members 
Mstep: Class 34 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197424.000000 Penalty: 106896.671875
Iteration 173Q: 34 clusters Score -8.719742e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 8405 members 
Mstep: Class 4 contains 39802 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 7 contains 35283 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17692 members 
Mstep: Class 13 contains 24362 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 21985 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 29885 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30670 members 
Mstep: Class 21 contains 31528 members 
Mstep: Class 22 contains 22300 members 
Mstep: Class 23 contains 13951 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 18919 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11101 members 
Mstep: Class 30 contains 20562 members 
Mstep: Class 31 contains 2572 members 
Mstep: Class 32 contains 19705 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196960.000000 Penalty: 106896.671875
Iteration 174Q: 34 clusters Score -8.719696e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 8400 members 
Mstep: Class 4 contains 39754 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19893 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17716 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 22105 members 
Mstep: Class 16 contains 4850 members 
Mstep: Class 17 contains 29803 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30631 members 
Mstep: Class 21 contains 31654 members 
Mstep: Class 22 contains 22383 members 
Mstep: Class 23 contains 14134 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21357 members 
Mstep: Class 27 contains 18974 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10893 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 2564 members 
Mstep: Class 32 contains 19722 members 
Mstep: Class 33 contains 12316 members 
Mstep: Class 34 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197080.000000 Penalty: 106896.671875
Iteration 175Q: 34 clusters Score -8.719708e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 39728 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 7 contains 35289 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19918 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 17730 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 22162 members 
Mstep: Class 16 contains 4847 members 
Mstep: Class 17 contains 29744 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30594 members 
Mstep: Class 21 contains 31744 members 
Mstep: Class 22 contains 22434 members 
Mstep: Class 23 contains 14292 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21350 members 
Mstep: Class 27 contains 19107 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10695 members 
Mstep: Class 30 contains 20670 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 19754 members 
Mstep: Class 33 contains 12203 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196944.000000 Penalty: 106896.671875
Iteration 176Q: 34 clusters Score -8.719694e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39332 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 39696 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 7 contains 35296 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19910 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17742 members 
Mstep: Class 13 contains 24001 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 22207 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 29717 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30562 members 
Mstep: Class 21 contains 31827 members 
Mstep: Class 22 contains 22457 members 
Mstep: Class 23 contains 14457 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21314 members 
Mstep: Class 27 contains 19285 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10535 members 
Mstep: Class 30 contains 20712 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 19765 members 
Mstep: Class 33 contains 12114 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196976.000000 Penalty: 106896.671875
Iteration 177Q: 34 clusters Score -8.719698e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 8388 members 
Mstep: Class 4 contains 39673 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 7 contains 35311 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17756 members 
Mstep: Class 13 contains 23891 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 22195 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 29680 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30542 members 
Mstep: Class 21 contains 31882 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 14654 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21292 members 
Mstep: Class 27 contains 19500 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10325 members 
Mstep: Class 30 contains 20760 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 19754 members 
Mstep: Class 33 contains 12055 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197136.000000 Penalty: 106896.671875
Iteration 178Q: 34 clusters Score -8.719714e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39331 members 
Mstep: Class 3 contains 8381 members 
Mstep: Class 4 contains 39657 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 7 contains 35326 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17771 members 
Mstep: Class 13 contains 23816 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 22200 members 
Mstep: Class 16 contains 4845 members 
Mstep: Class 17 contains 29644 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30506 members 
Mstep: Class 21 contains 31931 members 
Mstep: Class 22 contains 22485 members 
Mstep: Class 23 contains 14839 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21274 members 
Mstep: Class 27 contains 19670 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10099 members 
Mstep: Class 30 contains 20825 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 19768 members 
Mstep: Class 33 contains 12004 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197200.000000 Penalty: 106896.671875
Iteration 179Q: 34 clusters Score -8.71972e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39329 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 39634 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 7 contains 35330 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19830 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 23759 members 
Mstep: Class 14 contains 10750 members 
Mstep: Class 15 contains 22200 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 29629 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30467 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 22469 members 
Mstep: Class 23 contains 14980 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21225 members 
Mstep: Class 27 contains 19839 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9912 members 
Mstep: Class 30 contains 20849 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 19864 members 
Mstep: Class 33 contains 11952 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197608.000000 Penalty: 106896.671875
Iteration 180F: 34 clusters Score -8.719761e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39316 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 39637 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 7 contains 35326 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19821 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17785 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 14 contains 10730 members 
Mstep: Class 15 contains 22214 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 17 contains 29609 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30430 members 
Mstep: Class 21 contains 32008 members 
Mstep: Class 22 contains 22453 members 
Mstep: Class 23 contains 15085 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21159 members 
Mstep: Class 27 contains 19945 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9794 members 
Mstep: Class 30 contains 19806 members 
Mstep: Class 31 contains 2575 members 
Mstep: Class 32 contains 19963 members 
Mstep: Class 33 contains 12983 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198344.000000 Penalty: 106896.671875
Iteration 181Q: 34 clusters Score -8.719834e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39290 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 4888 members 
Mstep: Class 7 contains 35322 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19828 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 23644 members 
Mstep: Class 14 contains 10706 members 
Mstep: Class 15 contains 22310 members 
Mstep: Class 16 contains 4836 members 
Mstep: Class 17 contains 29585 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30399 members 
Mstep: Class 21 contains 32068 members 
Mstep: Class 22 contains 22490 members 
Mstep: Class 23 contains 14695 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21112 members 
Mstep: Class 27 contains 20047 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9700 members 
Mstep: Class 30 contains 18791 members 
Mstep: Class 31 contains 2534 members 
Mstep: Class 32 contains 20039 members 
Mstep: Class 33 contains 14353 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198896.000000 Penalty: 106896.671875
Iteration 182Q: 34 clusters Score -8.71989e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39239 members 
Mstep: Class 3 contains 8360 members 
Mstep: Class 4 contains 39629 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 7 contains 35354 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19835 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17796 members 
Mstep: Class 13 contains 23589 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 22470 members 
Mstep: Class 16 contains 4834 members 
Mstep: Class 17 contains 29558 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30370 members 
Mstep: Class 21 contains 32137 members 
Mstep: Class 22 contains 22521 members 
Mstep: Class 23 contains 13993 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 21050 members 
Mstep: Class 27 contains 20133 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 17807 members 
Mstep: Class 31 contains 2486 members 
Mstep: Class 32 contains 20140 members 
Mstep: Class 33 contains 15980 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198712.000000 Penalty: 106896.671875
Iteration 183Q: 34 clusters Score -8.719871e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39213 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 39610 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 7 contains 35359 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 23519 members 
Mstep: Class 14 contains 10674 members 
Mstep: Class 15 contains 22570 members 
Mstep: Class 16 contains 4833 members 
Mstep: Class 17 contains 29546 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30347 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 12992 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20926 members 
Mstep: Class 27 contains 20214 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9554 members 
Mstep: Class 30 contains 16834 members 
Mstep: Class 31 contains 2420 members 
Mstep: Class 32 contains 20284 members 
Mstep: Class 33 contains 17834 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198696.000000 Penalty: 106896.671875
Iteration 184Q: 34 clusters Score -8.71987e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39218 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 39633 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 7 contains 35365 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19921 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 23471 members 
Mstep: Class 14 contains 10670 members 
Mstep: Class 15 contains 22707 members 
Mstep: Class 16 contains 4832 members 
Mstep: Class 17 contains 29516 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30315 members 
Mstep: Class 21 contains 32308 members 
Mstep: Class 22 contains 22511 members 
Mstep: Class 23 contains 12282 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20753 members 
Mstep: Class 27 contains 20282 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9627 members 
Mstep: Class 30 contains 15576 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 20406 members 
Mstep: Class 33 contains 19596 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198048.000000 Penalty: 106896.671875
Iteration 185Q: 34 clusters Score -8.719805e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39253 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 39622 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 7 contains 35360 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 19986 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17853 members 
Mstep: Class 13 contains 23416 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 22681 members 
Mstep: Class 16 contains 4827 members 
Mstep: Class 17 contains 29477 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 32413 members 
Mstep: Class 22 contains 22394 members 
Mstep: Class 23 contains 11622 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20577 members 
Mstep: Class 27 contains 20336 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9722 members 
Mstep: Class 30 contains 15032 members 
Mstep: Class 31 contains 2353 members 
Mstep: Class 32 contains 20464 members 
Mstep: Class 33 contains 20876 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197168.000000 Penalty: 106896.671875
Iteration 186Q: 34 clusters Score -8.719717e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39305 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 39614 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 7 contains 35353 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17883 members 
Mstep: Class 13 contains 23351 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 22257 members 
Mstep: Class 16 contains 4827 members 
Mstep: Class 17 contains 29439 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30240 members 
Mstep: Class 21 contains 32527 members 
Mstep: Class 22 contains 22278 members 
Mstep: Class 23 contains 10928 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20406 members 
Mstep: Class 27 contains 20344 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9885 members 
Mstep: Class 30 contains 15358 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 20477 members 
Mstep: Class 33 contains 21660 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196800.000000 Penalty: 106896.671875
Iteration 187Q: 34 clusters Score -8.71968e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39309 members 
Mstep: Class 3 contains 8314 members 
Mstep: Class 4 contains 39567 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 7 contains 35324 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20036 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 21718 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 29387 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30220 members 
Mstep: Class 21 contains 32668 members 
Mstep: Class 22 contains 22272 members 
Mstep: Class 23 contains 10344 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20309 members 
Mstep: Class 27 contains 20353 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10064 members 
Mstep: Class 30 contains 15905 members 
Mstep: Class 31 contains 2375 members 
Mstep: Class 32 contains 20382 members 
Mstep: Class 33 contains 22246 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196912.000000 Penalty: 106896.671875
Iteration 188Q: 34 clusters Score -8.719691e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 8309 members 
Mstep: Class 4 contains 39569 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 7 contains 35337 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20008 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17917 members 
Mstep: Class 13 contains 23225 members 
Mstep: Class 14 contains 10778 members 
Mstep: Class 15 contains 21232 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 29343 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30182 members 
Mstep: Class 21 contains 32778 members 
Mstep: Class 22 contains 22285 members 
Mstep: Class 23 contains 9800 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20256 members 
Mstep: Class 27 contains 20381 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10242 members 
Mstep: Class 30 contains 16503 members 
Mstep: Class 31 contains 2405 members 
Mstep: Class 32 contains 20219 members 
Mstep: Class 33 contains 22612 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197040.000000 Penalty: 106896.671875
Iteration 189Q: 34 clusters Score -8.719704e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39315 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 39567 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 7 contains 35332 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 23144 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 20886 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 29303 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30143 members 
Mstep: Class 21 contains 32934 members 
Mstep: Class 22 contains 22317 members 
Mstep: Class 23 contains 9255 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20289 members 
Mstep: Class 27 contains 20426 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10345 members 
Mstep: Class 30 contains 17105 members 
Mstep: Class 31 contains 2436 members 
Mstep: Class 32 contains 20042 members 
Mstep: Class 33 contains 22815 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197280.000000 Penalty: 106896.671875
Iteration 190Q: 34 clusters Score -8.719728e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39290 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 39572 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 7 contains 35323 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17943 members 
Mstep: Class 13 contains 23076 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 20632 members 
Mstep: Class 16 contains 4823 members 
Mstep: Class 17 contains 29252 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30104 members 
Mstep: Class 21 contains 33088 members 
Mstep: Class 22 contains 22339 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20443 members 
Mstep: Class 27 contains 20443 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10445 members 
Mstep: Class 30 contains 17568 members 
Mstep: Class 31 contains 2471 members 
Mstep: Class 32 contains 19861 members 
Mstep: Class 33 contains 22909 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197632.000000 Penalty: 106896.671875
Iteration 191Q: 34 clusters Score -8.719763e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 39577 members 
Mstep: Class 5 contains 4894 members 
Mstep: Class 7 contains 35320 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20030 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 23009 members 
Mstep: Class 14 contains 10833 members 
Mstep: Class 15 contains 20577 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 29207 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30077 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 22325 members 
Mstep: Class 23 contains 8410 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20556 members 
Mstep: Class 27 contains 20445 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10543 members 
Mstep: Class 30 contains 17951 members 
Mstep: Class 31 contains 2493 members 
Mstep: Class 32 contains 19734 members 
Mstep: Class 33 contains 22872 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197680.000000 Penalty: 106896.671875
Iteration 192Q: 34 clusters Score -8.719768e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39247 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 39570 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 7 contains 35309 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20054 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17996 members 
Mstep: Class 13 contains 22931 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 29156 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30054 members 
Mstep: Class 21 contains 33367 members 
Mstep: Class 22 contains 22296 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20716 members 
Mstep: Class 27 contains 20441 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10589 members 
Mstep: Class 30 contains 18352 members 
Mstep: Class 31 contains 2524 members 
Mstep: Class 32 contains 19590 members 
Mstep: Class 33 contains 22784 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197744.000000 Penalty: 106896.671875
Iteration 193Q: 34 clusters Score -8.719774e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39239 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 39550 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 7 contains 35298 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20056 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18023 members 
Mstep: Class 13 contains 22871 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 20573 members 
Mstep: Class 16 contains 4816 members 
Mstep: Class 17 contains 29117 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30029 members 
Mstep: Class 21 contains 33493 members 
Mstep: Class 22 contains 22265 members 
Mstep: Class 23 contains 7940 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20812 members 
Mstep: Class 27 contains 20420 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10640 members 
Mstep: Class 30 contains 18652 members 
Mstep: Class 31 contains 2542 members 
Mstep: Class 32 contains 19519 members 
Mstep: Class 33 contains 22578 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197984.000000 Penalty: 106896.671875
Iteration 194Q: 34 clusters Score -8.719798e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39234 members 
Mstep: Class 3 contains 8298 members 
Mstep: Class 4 contains 39524 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 7 contains 35296 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18040 members 
Mstep: Class 13 contains 22781 members 
Mstep: Class 14 contains 10781 members 
Mstep: Class 15 contains 20585 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 29069 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 33640 members 
Mstep: Class 22 contains 22235 members 
Mstep: Class 23 contains 7896 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20884 members 
Mstep: Class 27 contains 20398 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10708 members 
Mstep: Class 30 contains 18876 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 19439 members 
Mstep: Class 33 contains 22374 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198432.000000 Penalty: 106896.671875
Iteration 195Q: 34 clusters Score -8.719843e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39234 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 39505 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20086 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18053 members 
Mstep: Class 13 contains 22716 members 
Mstep: Class 14 contains 10765 members 
Mstep: Class 15 contains 20600 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 29013 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 30003 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 7927 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20900 members 
Mstep: Class 27 contains 20375 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10778 members 
Mstep: Class 30 contains 19048 members 
Mstep: Class 31 contains 2584 members 
Mstep: Class 32 contains 19388 members 
Mstep: Class 33 contains 22184 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198672.000000 Penalty: 106896.671875
Iteration 196Q: 34 clusters Score -8.719867e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39210 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 39506 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 7 contains 35261 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 22653 members 
Mstep: Class 14 contains 10748 members 
Mstep: Class 15 contains 20629 members 
Mstep: Class 16 contains 4815 members 
Mstep: Class 17 contains 28962 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29978 members 
Mstep: Class 21 contains 33904 members 
Mstep: Class 22 contains 22175 members 
Mstep: Class 23 contains 7978 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20889 members 
Mstep: Class 27 contains 20364 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10865 members 
Mstep: Class 30 contains 19165 members 
Mstep: Class 31 contains 2594 members 
Mstep: Class 32 contains 19377 members 
Mstep: Class 33 contains 22011 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199232.000000 Penalty: 106896.671875
Iteration 197Q: 34 clusters Score -8.719923e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 39183 members 
Mstep: Class 3 contains 8294 members 
Mstep: Class 4 contains 39476 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18078 members 
Mstep: Class 13 contains 22577 members 
Mstep: Class 14 contains 10725 members 
Mstep: Class 15 contains 20650 members 
Mstep: Class 16 contains 4810 members 
Mstep: Class 17 contains 28918 members 
Mstep: Class 18 contains 538 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29965 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 22178 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 534 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20879 members 
Mstep: Class 27 contains 20348 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 10946 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 19360 members 
Mstep: Class 33 contains 21861 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199544.000000 Penalty: 106896.671875
Iteration 198Q: 34 clusters Score -8.719954e+07 nChanged 1393
Entering ConstructFrom: 
Score: -87199544.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -453537.125000 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -453537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -450524.500000 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -450524.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -451100.468750 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -451100.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -451285.000000 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -451285 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -451432.906250 Penalty: 3899.989502
	Iteration 3F: 3 clusters Score -451432.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -451543.500000 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -451543.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -451646.468750 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -451646.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -451731.593750 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -451731.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -451838.375000 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -451838.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -451961.031250 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -451961 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -452069.125000 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -452069.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -452179.468750 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -452179.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -452273.656250 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -452273.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -452386.093750 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -452386.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -452524.625000 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -452524.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -452667.531250 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -452667.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -452834.250000 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -452834.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -452979.343750 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -452979.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -453124.187500 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -453124.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -453203.812500 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -453203.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -453239.531250 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -453239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -453255.406250 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -453255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -453263.968750 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -453264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -453270.968750 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -453271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -453276.312500 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -453276.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -453282.531250 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -453282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -453285.656250 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -453285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -453287.062500 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -453287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -453287.437500 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -453287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -453287.437500 Penalty: 3899.989502
	Iteration 28F: 3 clusters Score -453287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Entering Unmasked Estep 
Score: -7289541.000000 Penalty: 2622.708252
	Iteration 0F: 2 clusters Score -7289541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7267390.500000 Penalty: 5245.416504
	Iteration 0F: 3 clusters Score -7267390 nChanged 17913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7277157.500000 Penalty: 5245.416504
	Iteration 1F: 3 clusters Score -7277158 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7277586.000000 Penalty: 5245.416504
	Iteration 2Q: 3 clusters Score -7277586 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -7277891.500000 Penalty: 5245.416504
	Iteration 3Q: 3 clusters Score -7277892 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7278203.000000 Penalty: 5245.416504
	Iteration 4Q: 3 clusters Score -7278203 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -7278459.500000 Penalty: 5245.416504
	Iteration 5Q: 3 clusters Score -7278460 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -7278735.000000 Penalty: 5245.416504
	Iteration 6Q: 3 clusters Score -7278735 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -7279063.000000 Penalty: 5245.416504
	Iteration 7Q: 3 clusters Score -7279063 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -7279714.000000 Penalty: 5245.416504
	Iteration 8Q: 3 clusters Score -7279714 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -7280741.500000 Penalty: 5245.416504
	Iteration 9F: 3 clusters Score -7280742 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7282198.500000 Penalty: 5245.416504
	Iteration 10F: 3 clusters Score -7282198 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -7283869.000000 Penalty: 5245.416504
	Iteration 11F: 3 clusters Score -7283869 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7285218.500000 Penalty: 5245.416504
	Iteration 12F: 3 clusters Score -7285218 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7285781.500000 Penalty: 5245.416504
	Iteration 13Q: 3 clusters Score -7285782 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -7285963.500000 Penalty: 5245.416504
	Iteration 14Q: 3 clusters Score -7285964 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7286024.000000 Penalty: 5245.416504
	Iteration 15Q: 3 clusters Score -7286024 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -7286129.000000 Penalty: 5245.416504
	Iteration 16Q: 3 clusters Score -7286129 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -7286148.500000 Penalty: 5245.416504
	Iteration 17Q: 3 clusters Score -7286148 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -7286284.000000 Penalty: 5245.416504
	Iteration 18Q: 3 clusters Score -7286284 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7286448.500000 Penalty: 5245.416504
	Iteration 19Q: 3 clusters Score -7286448 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -7286619.500000 Penalty: 5245.416504
	Iteration 20F: 3 clusters Score -7286620 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7286688.000000 Penalty: 5245.416504
	Iteration 21Q: 3 clusters Score -7286688 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -7286786.000000 Penalty: 5245.416504
	Iteration 22Q: 3 clusters Score -7286786 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7286816.000000 Penalty: 5245.416504
	Iteration 23Q: 3 clusters Score -7286816 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -7286885.500000 Penalty: 5245.416504
	Iteration 24Q: 3 clusters Score -7286886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7286874.000000 Penalty: 5245.416504
	Iteration 25Q: 3 clusters Score -7286874 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7286936.000000 Penalty: 5245.416504
	Iteration 26Q: 3 clusters Score -7286936 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -7287003.500000 Penalty: 5245.416504
	Iteration 27Q: 3 clusters Score -7287004 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -7287074.500000 Penalty: 5245.416504
	Iteration 28Q: 3 clusters Score -7287074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7287178.000000 Penalty: 5245.416504
	Iteration 29Q: 3 clusters Score -7287178 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7287219.500000 Penalty: 5245.416504
	Iteration 30Q: 3 clusters Score -7287220 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7287268.000000 Penalty: 5245.416504
	Iteration 31Q: 3 clusters Score -7287268 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7287345.500000 Penalty: 5245.416504
	Iteration 32Q: 3 clusters Score -7287346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -7287359.000000 Penalty: 5245.416504
	Iteration 33Q: 3 clusters Score -7287359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7287411.000000 Penalty: 5245.416504
	Iteration 34Q: 3 clusters Score -7287411 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7287422.500000 Penalty: 5245.416504
	Iteration 35Q: 3 clusters Score -7287422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -7287445.000000 Penalty: 5245.416504
	Iteration 36Q: 3 clusters Score -7287445 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -7287445.500000 Penalty: 5245.416504
	Iteration 37Q: 3 clusters Score -7287446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7287454.500000 Penalty: 5245.416504
	Iteration 38Q: 3 clusters Score -7287454 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7287458.000000 Penalty: 5245.416504
	Iteration 39Q: 3 clusters Score -7287458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7287471.000000 Penalty: 5245.416504
	Iteration 40F: 3 clusters Score -7287471 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7287459.000000 Penalty: 5245.416504
	Iteration 41Q: 3 clusters Score -7287459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7287480.000000 Penalty: 5245.416504
	Iteration 42Q: 3 clusters Score -7287480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7287493.000000 Penalty: 5245.416504
	Iteration 43Q: 3 clusters Score -7287493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -7287472.500000 Penalty: 5245.416504
	Iteration 44Q: 3 clusters Score -7287472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7287500.500000 Penalty: 5245.416504
	Iteration 45Q: 3 clusters Score -7287500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -7287505.000000 Penalty: 5245.416504
	Iteration 46Q: 3 clusters Score -7287505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7287509.500000 Penalty: 5245.416504
	Iteration 47Q: 3 clusters Score -7287510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -7287529.500000 Penalty: 5245.416504
	Iteration 48Q: 3 clusters Score -7287530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7287533.500000 Penalty: 5245.416504
	Iteration 49Q: 3 clusters Score -7287534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -7287527.000000 Penalty: 5245.416504
	Iteration 50Q: 3 clusters Score -7287527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7287533.500000 Penalty: 5245.416504
	Iteration 51Q: 3 clusters Score -7287534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -7287537.000000 Penalty: 5245.416504
	Iteration 52Q: 3 clusters Score -7287537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7287536.500000 Penalty: 5245.416504
	Iteration 53Q: 3 clusters Score -7287536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7287538.000000 Penalty: 5245.416504
	Iteration 54Q: 3 clusters Score -7287538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7287558.000000 Penalty: 5245.416504
	Iteration 55Q: 3 clusters Score -7287558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -7287559.000000 Penalty: 5245.416504
	Iteration 56Q: 3 clusters Score -7287559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7287582.500000 Penalty: 5245.416504
	Iteration 57Q: 3 clusters Score -7287582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -7287582.500000 Penalty: 5245.416504
	Iteration 58Q: 3 clusters Score -7287582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7287569.000000 Penalty: 5245.416504
	Iteration 59Q: 3 clusters Score -7287569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7287559.000000 Penalty: 5245.416504
	Iteration 60F: 3 clusters Score -7287559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7287560.500000 Penalty: 5245.416504
	Iteration 61Q: 3 clusters Score -7287560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -7287559.500000 Penalty: 5245.416504
	Iteration 62Q: 3 clusters Score -7287560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7287556.000000 Penalty: 5245.416504
	Iteration 63Q: 3 clusters Score -7287556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7287564.500000 Penalty: 5245.416504
	Iteration 64Q: 3 clusters Score -7287564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7287562.000000 Penalty: 5245.416504
	Iteration 65Q: 3 clusters Score -7287562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7287568.500000 Penalty: 5245.416504
	Iteration 66Q: 3 clusters Score -7287568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -7287550.000000 Penalty: 5245.416504
	Iteration 67Q: 3 clusters Score -7287550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7287554.000000 Penalty: 5245.416504
	Iteration 68Q: 3 clusters Score -7287554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7287556.500000 Penalty: 5245.416504
	Iteration 69Q: 3 clusters Score -7287556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7287558.500000 Penalty: 5245.416504
	Iteration 70Q: 3 clusters Score -7287558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7287559.000000 Penalty: 5245.416504
	Iteration 71Q: 3 clusters Score -7287559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7287553.000000 Penalty: 5245.416504
	Iteration 72Q: 3 clusters Score -7287553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7287554.500000 Penalty: 5245.416504
	Iteration 73Q: 3 clusters Score -7287554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7287560.500000 Penalty: 5245.416504
	Iteration 74Q: 3 clusters Score -7287560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7287550.000000 Penalty: 5245.416504
	Iteration 75Q: 3 clusters Score -7287550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7287548.500000 Penalty: 5245.416504
	Iteration 76Q: 3 clusters Score -7287548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -7287540.000000 Penalty: 5245.416504
	Iteration 77Q: 3 clusters Score -7287540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -7287551.500000 Penalty: 5245.416504
	Iteration 78Q: 3 clusters Score -7287552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -7287551.500000 Penalty: 5245.416504
	Iteration 79Q: 3 clusters Score -7287552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -7287556.500000 Penalty: 5245.416504
	Iteration 80F: 3 clusters Score -7287556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -7287550.000000 Penalty: 5245.416504
	Iteration 81Q: 3 clusters Score -7287550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7287552.500000 Penalty: 5245.416504
	Iteration 82Q: 3 clusters Score -7287552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7287551.000000 Penalty: 5245.416504
	Iteration 83Q: 3 clusters Score -7287551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7287545.000000 Penalty: 5245.416504
	Iteration 84Q: 3 clusters Score -7287545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7287545.000000 Penalty: 5245.416504
	Iteration 85F: 3 clusters Score -7287545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Entering Unmasked Estep 
Score: -1502689.875000 Penalty: 2237.685791
	Iteration 0F: 2 clusters Score -1502690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1496022.250000 Penalty: 4475.371582
	Iteration 0F: 3 clusters Score -1496022 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1497850.125000 Penalty: 4475.371582
	Iteration 1F: 3 clusters Score -1497850 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1498264.750000 Penalty: 4475.371582
	Iteration 2F: 3 clusters Score -1498265 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1498593.375000 Penalty: 4475.371582
	Iteration 3F: 3 clusters Score -1498593 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1498824.000000 Penalty: 4475.371582
	Iteration 4Q: 3 clusters Score -1498824 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1498985.500000 Penalty: 4475.371582
	Iteration 5Q: 3 clusters Score -1498986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1499105.375000 Penalty: 4475.371582
	Iteration 6Q: 3 clusters Score -1499105 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1499259.000000 Penalty: 4475.371582
	Iteration 7Q: 3 clusters Score -1499259 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1499434.625000 Penalty: 4475.371582
	Iteration 8Q: 3 clusters Score -1499435 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1499601.000000 Penalty: 4475.371582
	Iteration 9Q: 3 clusters Score -1499601 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1499730.750000 Penalty: 4475.371582
	Iteration 10Q: 3 clusters Score -1499731 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1499832.375000 Penalty: 4475.371582
	Iteration 11Q: 3 clusters Score -1499832 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1499935.000000 Penalty: 4475.371582
	Iteration 12Q: 3 clusters Score -1499935 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1500026.250000 Penalty: 4475.371582
	Iteration 13Q: 3 clusters Score -1500026 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1500118.625000 Penalty: 4475.371582
	Iteration 14Q: 3 clusters Score -1500119 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1500201.500000 Penalty: 4475.371582
	Iteration 15Q: 3 clusters Score -1500202 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1500273.250000 Penalty: 4475.371582
	Iteration 16Q: 3 clusters Score -1500273 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1500373.125000 Penalty: 4475.371582
	Iteration 17Q: 3 clusters Score -1500373 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1500477.750000 Penalty: 4475.371582
	Iteration 18Q: 3 clusters Score -1500478 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1500602.250000 Penalty: 4475.371582
	Iteration 19Q: 3 clusters Score -1500602 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1500734.625000 Penalty: 4475.371582
	Iteration 20F: 3 clusters Score -1500735 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1500880.250000 Penalty: 4475.371582
	Iteration 21Q: 3 clusters Score -1500880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1501012.500000 Penalty: 4475.371582
	Iteration 22Q: 3 clusters Score -1501012 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1501140.125000 Penalty: 4475.371582
	Iteration 23Q: 3 clusters Score -1501140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1501249.000000 Penalty: 4475.371582
	Iteration 24Q: 3 clusters Score -1501249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1501335.000000 Penalty: 4475.371582
	Iteration 25Q: 3 clusters Score -1501335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1501400.875000 Penalty: 4475.371582
	Iteration 26Q: 3 clusters Score -1501401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1501445.250000 Penalty: 4475.371582
	Iteration 27Q: 3 clusters Score -1501445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1501492.000000 Penalty: 4475.371582
	Iteration 28Q: 3 clusters Score -1501492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1501537.375000 Penalty: 4475.371582
	Iteration 29Q: 3 clusters Score -1501537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1501564.250000 Penalty: 4475.371582
	Iteration 30Q: 3 clusters Score -1501564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1501583.000000 Penalty: 4475.371582
	Iteration 31Q: 3 clusters Score -1501583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1501588.000000 Penalty: 4475.371582
	Iteration 32Q: 3 clusters Score -1501588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1501606.250000 Penalty: 4475.371582
	Iteration 33Q: 3 clusters Score -1501606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1501621.250000 Penalty: 4475.371582
	Iteration 34Q: 3 clusters Score -1501621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1501635.000000 Penalty: 4475.371582
	Iteration 35Q: 3 clusters Score -1501635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1501645.750000 Penalty: 4475.371582
	Iteration 36Q: 3 clusters Score -1501646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1501648.250000 Penalty: 4475.371582
	Iteration 37Q: 3 clusters Score -1501648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1501653.500000 Penalty: 4475.371582
	Iteration 38Q: 3 clusters Score -1501654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1501658.375000 Penalty: 4475.371582
	Iteration 39Q: 3 clusters Score -1501658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1501663.250000 Penalty: 4475.371582
	Iteration 40F: 3 clusters Score -1501663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1501665.750000 Penalty: 4475.371582
	Iteration 41Q: 3 clusters Score -1501666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1501663.875000 Penalty: 4475.371582
	Iteration 42Q: 3 clusters Score -1501664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1501663.875000 Penalty: 4475.371582
	Iteration 43F: 3 clusters Score -1501664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Entering Unmasked Estep 
Score: -7331820.000000 Penalty: 2624.582031
	Iteration 0F: 2 clusters Score -7331820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -7307552.000000 Penalty: 5249.164062
	Iteration 0F: 3 clusters Score -7307552 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -7317543.500000 Penalty: 5249.164062
	Iteration 1F: 3 clusters Score -7317544 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -7318219.000000 Penalty: 5249.164062
	Iteration 2F: 3 clusters Score -7318219 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -7318791.500000 Penalty: 5249.164062
	Iteration 3Q: 3 clusters Score -7318792 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -7319480.500000 Penalty: 5249.164062
	Iteration 4Q: 3 clusters Score -7319480 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -7320302.000000 Penalty: 5249.164062
	Iteration 5Q: 3 clusters Score -7320302 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -7321447.500000 Penalty: 5249.164062
	Iteration 6F: 3 clusters Score -7321448 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7322836.500000 Penalty: 5249.164062
	Iteration 7F: 3 clusters Score -7322836 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7324355.500000 Penalty: 5249.164062
	Iteration 8F: 3 clusters Score -7324356 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -7325494.500000 Penalty: 5249.164062
	Iteration 9F: 3 clusters Score -7325494 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7326015.500000 Penalty: 5249.164062
	Iteration 10Q: 3 clusters Score -7326016 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -7326279.500000 Penalty: 5249.164062
	Iteration 11Q: 3 clusters Score -7326280 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -7326399.500000 Penalty: 5249.164062
	Iteration 12Q: 3 clusters Score -7326400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7326447.000000 Penalty: 5249.164062
	Iteration 13Q: 3 clusters Score -7326447 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -7326512.000000 Penalty: 5249.164062
	Iteration 14Q: 3 clusters Score -7326512 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -7326559.500000 Penalty: 5249.164062
	Iteration 15Q: 3 clusters Score -7326560 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7326573.500000 Penalty: 5249.164062
	Iteration 16Q: 3 clusters Score -7326574 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7326607.000000 Penalty: 5249.164062
	Iteration 17Q: 3 clusters Score -7326607 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -7326612.500000 Penalty: 5249.164062
	Iteration 18Q: 3 clusters Score -7326612 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7326664.500000 Penalty: 5249.164062
	Iteration 19Q: 3 clusters Score -7326664 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7326711.000000 Penalty: 5249.164062
	Iteration 20F: 3 clusters Score -7326711 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7326709.500000 Penalty: 5249.164062
	Iteration 21Q: 3 clusters Score -7326710 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -7326741.000000 Penalty: 5249.164062
	Iteration 22Q: 3 clusters Score -7326741 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7326809.500000 Penalty: 5249.164062
	Iteration 23Q: 3 clusters Score -7326810 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7326864.000000 Penalty: 5249.164062
	Iteration 24Q: 3 clusters Score -7326864 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -7326900.500000 Penalty: 5249.164062
	Iteration 25Q: 3 clusters Score -7326900 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -7326963.000000 Penalty: 5249.164062
	Iteration 26Q: 3 clusters Score -7326963 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7327004.000000 Penalty: 5249.164062
	Iteration 27Q: 3 clusters Score -7327004 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -7327068.000000 Penalty: 5249.164062
	Iteration 28Q: 3 clusters Score -7327068 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7327112.500000 Penalty: 5249.164062
	Iteration 29Q: 3 clusters Score -7327112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7327131.000000 Penalty: 5249.164062
	Iteration 30Q: 3 clusters Score -7327131 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -7327166.500000 Penalty: 5249.164062
	Iteration 31Q: 3 clusters Score -7327166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -7327214.000000 Penalty: 5249.164062
	Iteration 32Q: 3 clusters Score -7327214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7327236.000000 Penalty: 5249.164062
	Iteration 33Q: 3 clusters Score -7327236 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7327297.000000 Penalty: 5249.164062
	Iteration 34Q: 3 clusters Score -7327297 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -7327317.500000 Penalty: 5249.164062
	Iteration 35Q: 3 clusters Score -7327318 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -7327329.000000 Penalty: 5249.164062
	Iteration 36Q: 3 clusters Score -7327329 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7327404.000000 Penalty: 5249.164062
	Iteration 37Q: 3 clusters Score -7327404 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7327433.500000 Penalty: 5249.164062
	Iteration 38Q: 3 clusters Score -7327434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7327463.500000 Penalty: 5249.164062
	Iteration 39Q: 3 clusters Score -7327464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7327473.500000 Penalty: 5249.164062
	Iteration 40F: 3 clusters Score -7327474 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -7327484.500000 Penalty: 5249.164062
	Iteration 41Q: 3 clusters Score -7327484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -7327536.500000 Penalty: 5249.164062
	Iteration 42Q: 3 clusters Score -7327536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -7327570.000000 Penalty: 5249.164062
	Iteration 43Q: 3 clusters Score -7327570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -7327573.500000 Penalty: 5249.164062
	Iteration 44Q: 3 clusters Score -7327574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -7327610.500000 Penalty: 5249.164062
	Iteration 45Q: 3 clusters Score -7327610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7327656.500000 Penalty: 5249.164062
	Iteration 46Q: 3 clusters Score -7327656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -7327667.500000 Penalty: 5249.164062
	Iteration 47Q: 3 clusters Score -7327668 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7327669.500000 Penalty: 5249.164062
	Iteration 48Q: 3 clusters Score -7327670 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7327685.000000 Penalty: 5249.164062
	Iteration 49Q: 3 clusters Score -7327685 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -7327707.500000 Penalty: 5249.164062
	Iteration 50Q: 3 clusters Score -7327708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -7327717.000000 Penalty: 5249.164062
	Iteration 51Q: 3 clusters Score -7327717 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7327747.500000 Penalty: 5249.164062
	Iteration 52Q: 3 clusters Score -7327748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7327768.000000 Penalty: 5249.164062
	Iteration 53Q: 3 clusters Score -7327768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -7327776.000000 Penalty: 5249.164062
	Iteration 54Q: 3 clusters Score -7327776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -7327785.500000 Penalty: 5249.164062
	Iteration 55Q: 3 clusters Score -7327786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7327784.500000 Penalty: 5249.164062
	Iteration 56Q: 3 clusters Score -7327784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -7327784.000000 Penalty: 5249.164062
	Iteration 57Q: 3 clusters Score -7327784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7327790.500000 Penalty: 5249.164062
	Iteration 58Q: 3 clusters Score -7327790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -7327785.500000 Penalty: 5249.164062
	Iteration 59Q: 3 clusters Score -7327786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -7327807.500000 Penalty: 5249.164062
	Iteration 60F: 3 clusters Score -7327808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7327812.000000 Penalty: 5249.164062
	Iteration 61Q: 3 clusters Score -7327812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -7327796.000000 Penalty: 5249.164062
	Iteration 62Q: 3 clusters Score -7327796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7327833.000000 Penalty: 5249.164062
	Iteration 63Q: 3 clusters Score -7327833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -7327828.500000 Penalty: 5249.164062
	Iteration 64Q: 3 clusters Score -7327828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7327829.500000 Penalty: 5249.164062
	Iteration 65Q: 3 clusters Score -7327830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7327815.000000 Penalty: 5249.164062
	Iteration 66Q: 3 clusters Score -7327815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7327830.500000 Penalty: 5249.164062
	Iteration 67Q: 3 clusters Score -7327830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7327836.500000 Penalty: 5249.164062
	Iteration 68Q: 3 clusters Score -7327836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7327831.500000 Penalty: 5249.164062
	Iteration 69Q: 3 clusters Score -7327832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7327837.500000 Penalty: 5249.164062
	Iteration 70Q: 3 clusters Score -7327838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7327833.000000 Penalty: 5249.164062
	Iteration 71Q: 3 clusters Score -7327833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7327839.000000 Penalty: 5249.164062
	Iteration 72Q: 3 clusters Score -7327839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7327841.500000 Penalty: 5249.164062
	Iteration 73Q: 3 clusters Score -7327842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7327854.500000 Penalty: 5249.164062
	Iteration 74Q: 3 clusters Score -7327854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7327858.500000 Penalty: 5249.164062
	Iteration 75Q: 3 clusters Score -7327858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -7327860.500000 Penalty: 5249.164062
	Iteration 76Q: 3 clusters Score -7327860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7327866.000000 Penalty: 5249.164062
	Iteration 77Q: 3 clusters Score -7327866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7327849.500000 Penalty: 5249.164062
	Iteration 78Q: 3 clusters Score -7327850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7327857.500000 Penalty: 5249.164062
	Iteration 79Q: 3 clusters Score -7327858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7327856.000000 Penalty: 5249.164062
	Iteration 80F: 3 clusters Score -7327856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -7327873.500000 Penalty: 5249.164062
	Iteration 81Q: 3 clusters Score -7327874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -7327872.500000 Penalty: 5249.164062
	Iteration 82Q: 3 clusters Score -7327872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -7327872.500000 Penalty: 5249.164062
	Iteration 83Q: 3 clusters Score -7327872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7327870.000000 Penalty: 5249.164062
	Iteration 84Q: 3 clusters Score -7327870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -7327863.500000 Penalty: 5249.164062
	Iteration 85Q: 3 clusters Score -7327864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7327868.000000 Penalty: 5249.164062
	Iteration 86Q: 3 clusters Score -7327868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -7327867.000000 Penalty: 5249.164062
	Iteration 87Q: 3 clusters Score -7327867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7327865.000000 Penalty: 5249.164062
	Iteration 88Q: 3 clusters Score -7327865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7327861.500000 Penalty: 5249.164062
	Iteration 89Q: 3 clusters Score -7327862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7327852.000000 Penalty: 5249.164062
	Iteration 90Q: 3 clusters Score -7327852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7327848.000000 Penalty: 5249.164062
	Iteration 91Q: 3 clusters Score -7327848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -7327852.500000 Penalty: 5249.164062
	Iteration 92Q: 3 clusters Score -7327852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7327868.500000 Penalty: 5249.164062
	Iteration 93Q: 3 clusters Score -7327868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7327867.500000 Penalty: 5249.164062
	Iteration 94Q: 3 clusters Score -7327868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7327859.500000 Penalty: 5249.164062
	Iteration 95Q: 3 clusters Score -7327860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7327863.500000 Penalty: 5249.164062
	Iteration 96Q: 3 clusters Score -7327864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7327863.000000 Penalty: 5249.164062
	Iteration 97Q: 3 clusters Score -7327863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7327863.000000 Penalty: 5249.164062
	Iteration 98F: 3 clusters Score -7327863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -851377.312500 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -851377.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -846971.937500 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -846971.9 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -848294.937500 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -848294.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -848755.750000 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -848755.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -849033.187500 Penalty: 4214.709473
	Iteration 3F: 3 clusters Score -849033.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -849240.375000 Penalty: 4214.709473
	Iteration 4F: 3 clusters Score -849240.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -849419.312500 Penalty: 4214.709473
	Iteration 5Q: 3 clusters Score -849419.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -849571.875000 Penalty: 4214.709473
	Iteration 6Q: 3 clusters Score -849571.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -849707.875000 Penalty: 4214.709473
	Iteration 7Q: 3 clusters Score -849707.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -849830.625000 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -849830.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -849933.812500 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -849933.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -850028.187500 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -850028.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -850104.000000 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -850104 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -850188.687500 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -850188.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -850281.687500 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -850281.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -850381.000000 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -850381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -850484.437500 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -850484.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -850585.375000 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -850585.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -850677.625000 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -850677.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -850751.625000 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -850751.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -850813.500000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -850813.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -850886.250000 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -850886.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -850941.125000 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -850941.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -850987.250000 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -850987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -851016.250000 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -851016.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -851033.375000 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -851033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -851042.812500 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -851042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -851054.375000 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -851054.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -851060.875000 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -851060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -851067.062500 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -851067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -851071.937500 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -851071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -851074.125000 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -851074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -851073.375000 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -851073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -851073.375000 Penalty: 4214.709473
	Iteration 32F: 3 clusters Score -851073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Entering Unmasked Estep 
Score: -6288619.000000 Penalty: 2596.593750
	Iteration 0F: 2 clusters Score -6288619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6265108.500000 Penalty: 5193.187500
	Iteration 0F: 3 clusters Score -6265108 nChanged 16060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -6274042.500000 Penalty: 5193.187500
	Iteration 1F: 3 clusters Score -6274042 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -6274757.500000 Penalty: 5193.187500
	Iteration 2F: 3 clusters Score -6274758 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6275438.500000 Penalty: 5193.187500
	Iteration 3Q: 3 clusters Score -6275438 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -6276250.000000 Penalty: 5193.187500
	Iteration 4Q: 3 clusters Score -6276250 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6277074.000000 Penalty: 5193.187500
	Iteration 5F: 3 clusters Score -6277074 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -6278138.000000 Penalty: 5193.187500
	Iteration 6F: 3 clusters Score -6278138 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -6279432.000000 Penalty: 5193.187500
	Iteration 7F: 3 clusters Score -6279432 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -6280780.500000 Penalty: 5193.187500
	Iteration 8F: 3 clusters Score -6280780 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6281918.000000 Penalty: 5193.187500
	Iteration 9Q: 3 clusters Score -6281918 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6282676.500000 Penalty: 5193.187500
	Iteration 10Q: 3 clusters Score -6282676 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6283065.500000 Penalty: 5193.187500
	Iteration 11Q: 3 clusters Score -6283066 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -6283402.500000 Penalty: 5193.187500
	Iteration 12Q: 3 clusters Score -6283402 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6283718.500000 Penalty: 5193.187500
	Iteration 13Q: 3 clusters Score -6283718 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -6284024.000000 Penalty: 5193.187500
	Iteration 14Q: 3 clusters Score -6284024 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6284355.500000 Penalty: 5193.187500
	Iteration 15Q: 3 clusters Score -6284356 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6284697.000000 Penalty: 5193.187500
	Iteration 16Q: 3 clusters Score -6284697 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6285007.500000 Penalty: 5193.187500
	Iteration 17Q: 3 clusters Score -6285008 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6285326.500000 Penalty: 5193.187500
	Iteration 18Q: 3 clusters Score -6285326 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6285575.500000 Penalty: 5193.187500
	Iteration 19Q: 3 clusters Score -6285576 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -6285832.000000 Penalty: 5193.187500
	Iteration 20F: 3 clusters Score -6285832 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -6286032.500000 Penalty: 5193.187500
	Iteration 21Q: 3 clusters Score -6286032 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6286168.500000 Penalty: 5193.187500
	Iteration 22Q: 3 clusters Score -6286168 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -6286263.000000 Penalty: 5193.187500
	Iteration 23Q: 3 clusters Score -6286263 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6286382.500000 Penalty: 5193.187500
	Iteration 24Q: 3 clusters Score -6286382 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -6286463.500000 Penalty: 5193.187500
	Iteration 25Q: 3 clusters Score -6286464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6286525.000000 Penalty: 5193.187500
	Iteration 26Q: 3 clusters Score -6286525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6286568.000000 Penalty: 5193.187500
	Iteration 27Q: 3 clusters Score -6286568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6286594.500000 Penalty: 5193.187500
	Iteration 28Q: 3 clusters Score -6286594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -6286610.000000 Penalty: 5193.187500
	Iteration 29Q: 3 clusters Score -6286610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6286615.000000 Penalty: 5193.187500
	Iteration 30Q: 3 clusters Score -6286615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6286630.000000 Penalty: 5193.187500
	Iteration 31Q: 3 clusters Score -6286630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -6286651.500000 Penalty: 5193.187500
	Iteration 32Q: 3 clusters Score -6286652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6286650.500000 Penalty: 5193.187500
	Iteration 33Q: 3 clusters Score -6286650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -6286652.000000 Penalty: 5193.187500
	Iteration 34Q: 3 clusters Score -6286652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -6286659.500000 Penalty: 5193.187500
	Iteration 35Q: 3 clusters Score -6286660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6286655.500000 Penalty: 5193.187500
	Iteration 36Q: 3 clusters Score -6286656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6286667.000000 Penalty: 5193.187500
	Iteration 37Q: 3 clusters Score -6286667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -6286664.500000 Penalty: 5193.187500
	Iteration 38Q: 3 clusters Score -6286664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6286663.000000 Penalty: 5193.187500
	Iteration 39Q: 3 clusters Score -6286663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -6286661.500000 Penalty: 5193.187500
	Iteration 40F: 3 clusters Score -6286662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6286661.500000 Penalty: 5193.187500
	Iteration 41Q: 3 clusters Score -6286662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -6286670.000000 Penalty: 5193.187500
	Iteration 42Q: 3 clusters Score -6286670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -6286670.000000 Penalty: 5193.187500
	Iteration 43F: 3 clusters Score -6286670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26780.265625 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26780.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25909.978516 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25909.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26237.335938 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -26237.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26430.732422 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -26430.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26478.666016 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -26478.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26521.794922 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -26521.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26538.800781 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -26538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26538.800781 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -26538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -3723710.500000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -3723710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3710249.750000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -3710250 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3714814.000000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -3714814 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3715154.250000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -3715154 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3715428.500000 Penalty: 4913.812988
	Iteration 3Q: 3 clusters Score -3715428 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3715636.750000 Penalty: 4913.812988
	Iteration 4Q: 3 clusters Score -3715637 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3715796.000000 Penalty: 4913.812988
	Iteration 5Q: 3 clusters Score -3715796 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3715950.000000 Penalty: 4913.812988
	Iteration 6Q: 3 clusters Score -3715950 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3716080.500000 Penalty: 4913.812988
	Iteration 7Q: 3 clusters Score -3716080 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3716218.000000 Penalty: 4913.812988
	Iteration 8Q: 3 clusters Score -3716218 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3716347.500000 Penalty: 4913.812988
	Iteration 9Q: 3 clusters Score -3716348 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3716452.500000 Penalty: 4913.812988
	Iteration 10Q: 3 clusters Score -3716452 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3716633.250000 Penalty: 4913.812988
	Iteration 11Q: 3 clusters Score -3716633 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3716832.500000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -3716832 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3717081.500000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -3717082 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3717461.250000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -3717461 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3717853.250000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -3717853 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3718334.750000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -3718335 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3718881.750000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -3718882 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3719343.250000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -3719343 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3719673.500000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -3719674 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3719873.750000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -3719874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3720015.250000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -3720015 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3720151.250000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -3720151 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3720252.250000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -3720252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3720337.750000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -3720338 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3720399.750000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -3720400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3720460.000000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -3720460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3720553.750000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -3720554 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3720612.750000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -3720613 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3720643.750000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -3720644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3720678.750000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -3720679 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3720714.750000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -3720715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3720758.500000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -3720758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3720790.750000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -3720791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3720824.750000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -3720825 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3720853.000000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -3720853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3720877.500000 Penalty: 4913.812988
	Iteration 36Q: 3 clusters Score -3720878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3720891.500000 Penalty: 4913.812988
	Iteration 37Q: 3 clusters Score -3720892 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3720929.750000 Penalty: 4913.812988
	Iteration 38Q: 3 clusters Score -3720930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3720961.250000 Penalty: 4913.812988
	Iteration 39Q: 3 clusters Score -3720961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3720998.750000 Penalty: 4913.812988
	Iteration 40F: 3 clusters Score -3720999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3721026.750000 Penalty: 4913.812988
	Iteration 41Q: 3 clusters Score -3721027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3721045.500000 Penalty: 4913.812988
	Iteration 42Q: 3 clusters Score -3721046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3721083.750000 Penalty: 4913.812988
	Iteration 43Q: 3 clusters Score -3721084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3721113.250000 Penalty: 4913.812988
	Iteration 44Q: 3 clusters Score -3721113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3721141.250000 Penalty: 4913.812988
	Iteration 45Q: 3 clusters Score -3721141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3721160.500000 Penalty: 4913.812988
	Iteration 46Q: 3 clusters Score -3721160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3721172.500000 Penalty: 4913.812988
	Iteration 47Q: 3 clusters Score -3721172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3721183.750000 Penalty: 4913.812988
	Iteration 48Q: 3 clusters Score -3721184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3721201.500000 Penalty: 4913.812988
	Iteration 49Q: 3 clusters Score -3721202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3721209.750000 Penalty: 4913.812988
	Iteration 50Q: 3 clusters Score -3721210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3721223.000000 Penalty: 4913.812988
	Iteration 51Q: 3 clusters Score -3721223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3721227.250000 Penalty: 4913.812988
	Iteration 52Q: 3 clusters Score -3721227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3721235.500000 Penalty: 4913.812988
	Iteration 53Q: 3 clusters Score -3721236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3721255.750000 Penalty: 4913.812988
	Iteration 54Q: 3 clusters Score -3721256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3721260.000000 Penalty: 4913.812988
	Iteration 55Q: 3 clusters Score -3721260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3721266.750000 Penalty: 4913.812988
	Iteration 56Q: 3 clusters Score -3721267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3721263.500000 Penalty: 4913.812988
	Iteration 57Q: 3 clusters Score -3721264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3721274.500000 Penalty: 4913.812988
	Iteration 58Q: 3 clusters Score -3721274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3721300.250000 Penalty: 4913.812988
	Iteration 59Q: 3 clusters Score -3721300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3721323.500000 Penalty: 4913.812988
	Iteration 60F: 3 clusters Score -3721324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3721338.250000 Penalty: 4913.812988
	Iteration 61Q: 3 clusters Score -3721338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3721345.000000 Penalty: 4913.812988
	Iteration 62Q: 3 clusters Score -3721345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3721357.750000 Penalty: 4913.812988
	Iteration 63Q: 3 clusters Score -3721358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3721373.750000 Penalty: 4913.812988
	Iteration 64Q: 3 clusters Score -3721374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3721388.000000 Penalty: 4913.812988
	Iteration 65Q: 3 clusters Score -3721388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3721393.000000 Penalty: 4913.812988
	Iteration 66Q: 3 clusters Score -3721393 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3721414.750000 Penalty: 4913.812988
	Iteration 67Q: 3 clusters Score -3721415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3721428.000000 Penalty: 4913.812988
	Iteration 68Q: 3 clusters Score -3721428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3721447.750000 Penalty: 4913.812988
	Iteration 69Q: 3 clusters Score -3721448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3721462.500000 Penalty: 4913.812988
	Iteration 70Q: 3 clusters Score -3721462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3721470.000000 Penalty: 4913.812988
	Iteration 71Q: 3 clusters Score -3721470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3721475.250000 Penalty: 4913.812988
	Iteration 72Q: 3 clusters Score -3721475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3721487.750000 Penalty: 4913.812988
	Iteration 73Q: 3 clusters Score -3721488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3721499.750000 Penalty: 4913.812988
	Iteration 74Q: 3 clusters Score -3721500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3721512.000000 Penalty: 4913.812988
	Iteration 75Q: 3 clusters Score -3721512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3721526.000000 Penalty: 4913.812988
	Iteration 76Q: 3 clusters Score -3721526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3721541.500000 Penalty: 4913.812988
	Iteration 77Q: 3 clusters Score -3721542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3721570.500000 Penalty: 4913.812988
	Iteration 78Q: 3 clusters Score -3721570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3721591.250000 Penalty: 4913.812988
	Iteration 79Q: 3 clusters Score -3721591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3721608.000000 Penalty: 4913.812988
	Iteration 80F: 3 clusters Score -3721608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3721619.750000 Penalty: 4913.812988
	Iteration 81Q: 3 clusters Score -3721620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3721639.250000 Penalty: 4913.812988
	Iteration 82Q: 3 clusters Score -3721639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3721653.000000 Penalty: 4913.812988
	Iteration 83Q: 3 clusters Score -3721653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3721667.250000 Penalty: 4913.812988
	Iteration 84Q: 3 clusters Score -3721667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3721686.750000 Penalty: 4913.812988
	Iteration 85Q: 3 clusters Score -3721687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3721704.000000 Penalty: 4913.812988
	Iteration 86Q: 3 clusters Score -3721704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3721707.250000 Penalty: 4913.812988
	Iteration 87Q: 3 clusters Score -3721707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3721709.500000 Penalty: 4913.812988
	Iteration 88Q: 3 clusters Score -3721710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3721714.000000 Penalty: 4913.812988
	Iteration 89Q: 3 clusters Score -3721714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3721718.000000 Penalty: 4913.812988
	Iteration 90Q: 3 clusters Score -3721718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3721722.000000 Penalty: 4913.812988
	Iteration 91Q: 3 clusters Score -3721722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3721735.500000 Penalty: 4913.812988
	Iteration 92Q: 3 clusters Score -3721736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3721732.750000 Penalty: 4913.812988
	Iteration 93Q: 3 clusters Score -3721733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3721733.000000 Penalty: 4913.812988
	Iteration 94Q: 3 clusters Score -3721733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3721732.500000 Penalty: 4913.812988
	Iteration 95Q: 3 clusters Score -3721732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3721739.500000 Penalty: 4913.812988
	Iteration 96Q: 3 clusters Score -3721740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3721740.750000 Penalty: 4913.812988
	Iteration 97Q: 3 clusters Score -3721741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3721740.500000 Penalty: 4913.812988
	Iteration 98Q: 3 clusters Score -3721740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3721747.750000 Penalty: 4913.812988
	Iteration 99Q: 3 clusters Score -3721748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3721751.000000 Penalty: 4913.812988
	Iteration 100F: 3 clusters Score -3721751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3721748.250000 Penalty: 4913.812988
	Iteration 101Q: 3 clusters Score -3721748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3721749.500000 Penalty: 4913.812988
	Iteration 102Q: 3 clusters Score -3721750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3721748.500000 Penalty: 4913.812988
	Iteration 103Q: 3 clusters Score -3721748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3721752.250000 Penalty: 4913.812988
	Iteration 104Q: 3 clusters Score -3721752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3721753.750000 Penalty: 4913.812988
	Iteration 105Q: 3 clusters Score -3721754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3721753.750000 Penalty: 4913.812988
	Iteration 106F: 3 clusters Score -3721754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -220920.906250 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220920.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -221668.734375 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221668.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -222251.921875 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222251.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -222632.218750 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222632.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -222782.171875 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222782.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -222846.828125 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222846.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -222879.265625 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222879.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222900.015625 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222906.328125 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -222908.921875 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -222912.546875 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -222918.093750 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222918.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -222922.406250 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -222925.343750 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -222926.703125 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -222926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -222929.187500 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -222929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -222930.343750 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -222930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222932.515625 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -222932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222934.828125 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -222934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -222937.156250 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -222937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -222940.734375 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -222940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -222945.109375 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -222945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -222946.843750 Penalty: 3556.379395
	Iteration 22Q: 3 clusters Score -222946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -222947.359375 Penalty: 3556.379395
	Iteration 23Q: 3 clusters Score -222947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -222947.359375 Penalty: 3556.379395
	Iteration 24F: 3 clusters Score -222947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -82982.867188 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -82982.87 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 252 members 
Entering Unmasked Estep 
Score: -81527.851562 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -81527.85 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81892.132812 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -81892.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82203.625000 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -82203.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82380.726562 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -82380.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -82487.750000 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -82487.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82515.375000 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -82515.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82521.796875 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -82521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -82525.523438 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -82525.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82529.843750 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -82529.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82529.843750 Penalty: 3107.589355
	Iteration 9F: 3 clusters Score -82529.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -3231331.500000 Penalty: 2431.062744
	Iteration 0F: 2 clusters Score -3231332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3218442.250000 Penalty: 4862.125488
	Iteration 0F: 3 clusters Score -3218442 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3222745.750000 Penalty: 4862.125488
	Iteration 1F: 3 clusters Score -3222746 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3223191.750000 Penalty: 4862.125488
	Iteration 2F: 3 clusters Score -3223192 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3223541.250000 Penalty: 4862.125488
	Iteration 3Q: 3 clusters Score -3223541 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3223757.500000 Penalty: 4862.125488
	Iteration 4Q: 3 clusters Score -3223758 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3223934.750000 Penalty: 4862.125488
	Iteration 5Q: 3 clusters Score -3223935 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3224114.250000 Penalty: 4862.125488
	Iteration 6Q: 3 clusters Score -3224114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -3224272.000000 Penalty: 4862.125488
	Iteration 7Q: 3 clusters Score -3224272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3224449.250000 Penalty: 4862.125488
	Iteration 8Q: 3 clusters Score -3224449 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3224652.000000 Penalty: 4862.125488
	Iteration 9Q: 3 clusters Score -3224652 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -3224941.500000 Penalty: 4862.125488
	Iteration 10Q: 3 clusters Score -3224942 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3225287.250000 Penalty: 4862.125488
	Iteration 11Q: 3 clusters Score -3225287 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3225772.250000 Penalty: 4862.125488
	Iteration 12Q: 3 clusters Score -3225772 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3226383.500000 Penalty: 4862.125488
	Iteration 13Q: 3 clusters Score -3226384 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3227164.750000 Penalty: 4862.125488
	Iteration 14F: 3 clusters Score -3227165 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3227926.500000 Penalty: 4862.125488
	Iteration 15F: 3 clusters Score -3227926 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3228589.000000 Penalty: 4862.125488
	Iteration 16Q: 3 clusters Score -3228589 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3229135.000000 Penalty: 4862.125488
	Iteration 17Q: 3 clusters Score -3229135 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3229531.250000 Penalty: 4862.125488
	Iteration 18Q: 3 clusters Score -3229531 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3229800.000000 Penalty: 4862.125488
	Iteration 19Q: 3 clusters Score -3229800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3229997.500000 Penalty: 4862.125488
	Iteration 20F: 3 clusters Score -3229998 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3230159.250000 Penalty: 4862.125488
	Iteration 21Q: 3 clusters Score -3230159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3230278.500000 Penalty: 4862.125488
	Iteration 22Q: 3 clusters Score -3230278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3230373.250000 Penalty: 4862.125488
	Iteration 23Q: 3 clusters Score -3230373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3230427.500000 Penalty: 4862.125488
	Iteration 24Q: 3 clusters Score -3230428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3230469.250000 Penalty: 4862.125488
	Iteration 25Q: 3 clusters Score -3230469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3230492.250000 Penalty: 4862.125488
	Iteration 26Q: 3 clusters Score -3230492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3230530.000000 Penalty: 4862.125488
	Iteration 27Q: 3 clusters Score -3230530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3230558.750000 Penalty: 4862.125488
	Iteration 28Q: 3 clusters Score -3230559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3230573.500000 Penalty: 4862.125488
	Iteration 29Q: 3 clusters Score -3230574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3230593.500000 Penalty: 4862.125488
	Iteration 30Q: 3 clusters Score -3230594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3230611.250000 Penalty: 4862.125488
	Iteration 31Q: 3 clusters Score -3230611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3230627.750000 Penalty: 4862.125488
	Iteration 32Q: 3 clusters Score -3230628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3230639.250000 Penalty: 4862.125488
	Iteration 33Q: 3 clusters Score -3230639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3230658.250000 Penalty: 4862.125488
	Iteration 34Q: 3 clusters Score -3230658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3230664.250000 Penalty: 4862.125488
	Iteration 35Q: 3 clusters Score -3230664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3230685.750000 Penalty: 4862.125488
	Iteration 36Q: 3 clusters Score -3230686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3230701.000000 Penalty: 4862.125488
	Iteration 37Q: 3 clusters Score -3230701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3230708.000000 Penalty: 4862.125488
	Iteration 38Q: 3 clusters Score -3230708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3230720.750000 Penalty: 4862.125488
	Iteration 39Q: 3 clusters Score -3230721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3230740.500000 Penalty: 4862.125488
	Iteration 40F: 3 clusters Score -3230740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3230749.500000 Penalty: 4862.125488
	Iteration 41Q: 3 clusters Score -3230750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3230759.750000 Penalty: 4862.125488
	Iteration 42Q: 3 clusters Score -3230760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3230769.750000 Penalty: 4862.125488
	Iteration 43Q: 3 clusters Score -3230770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3230774.250000 Penalty: 4862.125488
	Iteration 44Q: 3 clusters Score -3230774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3230779.250000 Penalty: 4862.125488
	Iteration 45Q: 3 clusters Score -3230779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3230783.500000 Penalty: 4862.125488
	Iteration 46Q: 3 clusters Score -3230784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3230794.250000 Penalty: 4862.125488
	Iteration 47Q: 3 clusters Score -3230794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3230802.250000 Penalty: 4862.125488
	Iteration 48Q: 3 clusters Score -3230802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3230807.000000 Penalty: 4862.125488
	Iteration 49Q: 3 clusters Score -3230807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3230809.750000 Penalty: 4862.125488
	Iteration 50Q: 3 clusters Score -3230810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3230810.750000 Penalty: 4862.125488
	Iteration 51Q: 3 clusters Score -3230811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3230811.500000 Penalty: 4862.125488
	Iteration 52Q: 3 clusters Score -3230812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3230813.500000 Penalty: 4862.125488
	Iteration 53Q: 3 clusters Score -3230814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3230816.250000 Penalty: 4862.125488
	Iteration 54Q: 3 clusters Score -3230816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3230816.250000 Penalty: 4862.125488
	Iteration 55F: 3 clusters Score -3230816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Entering Unmasked Estep 
Score: -4249862.500000 Penalty: 2485.440430
	Iteration 0F: 2 clusters Score -4249862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -4236381.500000 Penalty: 4970.880859
	Iteration 0F: 3 clusters Score -4236382 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4241636.000000 Penalty: 4970.880859
	Iteration 1F: 3 clusters Score -4241636 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4242031.500000 Penalty: 4970.880859
	Iteration 2F: 3 clusters Score -4242032 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4242366.500000 Penalty: 4970.880859
	Iteration 3Q: 3 clusters Score -4242366 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4242598.500000 Penalty: 4970.880859
	Iteration 4Q: 3 clusters Score -4242598 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -4242822.000000 Penalty: 4970.880859
	Iteration 5Q: 3 clusters Score -4242822 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4243011.000000 Penalty: 4970.880859
	Iteration 6Q: 3 clusters Score -4243011 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4243199.500000 Penalty: 4970.880859
	Iteration 7Q: 3 clusters Score -4243200 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4243479.000000 Penalty: 4970.880859
	Iteration 8Q: 3 clusters Score -4243479 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4243800.500000 Penalty: 4970.880859
	Iteration 9Q: 3 clusters Score -4243800 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4244194.500000 Penalty: 4970.880859
	Iteration 10Q: 3 clusters Score -4244194 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4244668.500000 Penalty: 4970.880859
	Iteration 11Q: 3 clusters Score -4244668 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -4245282.000000 Penalty: 4970.880859
	Iteration 12Q: 3 clusters Score -4245282 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -4246036.500000 Penalty: 4970.880859
	Iteration 13Q: 3 clusters Score -4246036 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4246761.500000 Penalty: 4970.880859
	Iteration 14F: 3 clusters Score -4246762 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4247342.000000 Penalty: 4970.880859
	Iteration 15Q: 3 clusters Score -4247342 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4247641.500000 Penalty: 4970.880859
	Iteration 16Q: 3 clusters Score -4247642 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4247790.500000 Penalty: 4970.880859
	Iteration 17Q: 3 clusters Score -4247790 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4247887.500000 Penalty: 4970.880859
	Iteration 18Q: 3 clusters Score -4247888 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4247957.500000 Penalty: 4970.880859
	Iteration 19Q: 3 clusters Score -4247958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -4248024.000000 Penalty: 4970.880859
	Iteration 20F: 3 clusters Score -4248024 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4248083.000000 Penalty: 4970.880859
	Iteration 21Q: 3 clusters Score -4248083 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4248141.000000 Penalty: 4970.880859
	Iteration 22Q: 3 clusters Score -4248141 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -4248185.500000 Penalty: 4970.880859
	Iteration 23Q: 3 clusters Score -4248186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4248238.000000 Penalty: 4970.880859
	Iteration 24Q: 3 clusters Score -4248238 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4248303.000000 Penalty: 4970.880859
	Iteration 25Q: 3 clusters Score -4248303 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4248340.500000 Penalty: 4970.880859
	Iteration 26Q: 3 clusters Score -4248340 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -4248379.000000 Penalty: 4970.880859
	Iteration 27Q: 3 clusters Score -4248379 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4248383.000000 Penalty: 4970.880859
	Iteration 28Q: 3 clusters Score -4248383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4248416.500000 Penalty: 4970.880859
	Iteration 29Q: 3 clusters Score -4248416 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4248443.500000 Penalty: 4970.880859
	Iteration 30Q: 3 clusters Score -4248444 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4248455.500000 Penalty: 4970.880859
	Iteration 31Q: 3 clusters Score -4248456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4248468.500000 Penalty: 4970.880859
	Iteration 32Q: 3 clusters Score -4248468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -4248487.000000 Penalty: 4970.880859
	Iteration 33Q: 3 clusters Score -4248487 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4248507.500000 Penalty: 4970.880859
	Iteration 34Q: 3 clusters Score -4248508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -4248520.500000 Penalty: 4970.880859
	Iteration 35Q: 3 clusters Score -4248520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4248543.000000 Penalty: 4970.880859
	Iteration 36Q: 3 clusters Score -4248543 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4248563.500000 Penalty: 4970.880859
	Iteration 37Q: 3 clusters Score -4248564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4248585.000000 Penalty: 4970.880859
	Iteration 38Q: 3 clusters Score -4248585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4248595.500000 Penalty: 4970.880859
	Iteration 39Q: 3 clusters Score -4248596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4248602.500000 Penalty: 4970.880859
	Iteration 40F: 3 clusters Score -4248602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4248612.500000 Penalty: 4970.880859
	Iteration 41Q: 3 clusters Score -4248612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4248622.000000 Penalty: 4970.880859
	Iteration 42Q: 3 clusters Score -4248622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4248626.500000 Penalty: 4970.880859
	Iteration 43Q: 3 clusters Score -4248626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4248629.500000 Penalty: 4970.880859
	Iteration 44Q: 3 clusters Score -4248630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4248623.000000 Penalty: 4970.880859
	Iteration 45Q: 3 clusters Score -4248623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4248632.500000 Penalty: 4970.880859
	Iteration 46Q: 3 clusters Score -4248632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4248644.000000 Penalty: 4970.880859
	Iteration 47Q: 3 clusters Score -4248644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4248645.500000 Penalty: 4970.880859
	Iteration 48Q: 3 clusters Score -4248646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4248637.500000 Penalty: 4970.880859
	Iteration 49Q: 3 clusters Score -4248638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4248635.000000 Penalty: 4970.880859
	Iteration 50Q: 3 clusters Score -4248635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4248641.000000 Penalty: 4970.880859
	Iteration 51Q: 3 clusters Score -4248641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4248631.000000 Penalty: 4970.880859
	Iteration 52Q: 3 clusters Score -4248631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4248633.000000 Penalty: 4970.880859
	Iteration 53Q: 3 clusters Score -4248633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4248631.500000 Penalty: 4970.880859
	Iteration 54Q: 3 clusters Score -4248632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4248631.000000 Penalty: 4970.880859
	Iteration 55Q: 3 clusters Score -4248631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4248632.500000 Penalty: 4970.880859
	Iteration 56Q: 3 clusters Score -4248632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4248632.000000 Penalty: 4970.880859
	Iteration 57Q: 3 clusters Score -4248632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4248629.500000 Penalty: 4970.880859
	Iteration 58Q: 3 clusters Score -4248630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4248619.500000 Penalty: 4970.880859
	Iteration 59Q: 3 clusters Score -4248620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4248627.000000 Penalty: 4970.880859
	Iteration 60F: 3 clusters Score -4248627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4248632.000000 Penalty: 4970.880859
	Iteration 61Q: 3 clusters Score -4248632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4248623.500000 Penalty: 4970.880859
	Iteration 62Q: 3 clusters Score -4248624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4248621.500000 Penalty: 4970.880859
	Iteration 63Q: 3 clusters Score -4248622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4248620.000000 Penalty: 4970.880859
	Iteration 64Q: 3 clusters Score -4248620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4248618.000000 Penalty: 4970.880859
	Iteration 65Q: 3 clusters Score -4248618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4248617.500000 Penalty: 4970.880859
	Iteration 66Q: 3 clusters Score -4248618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4248613.000000 Penalty: 4970.880859
	Iteration 67Q: 3 clusters Score -4248613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4248612.500000 Penalty: 4970.880859
	Iteration 68Q: 3 clusters Score -4248612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4248612.500000 Penalty: 4970.880859
	Iteration 69Q: 3 clusters Score -4248612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4248607.000000 Penalty: 4970.880859
	Iteration 70Q: 3 clusters Score -4248607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4248610.500000 Penalty: 4970.880859
	Iteration 71Q: 3 clusters Score -4248610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4248609.500000 Penalty: 4970.880859
	Iteration 72Q: 3 clusters Score -4248610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4248609.000000 Penalty: 4970.880859
	Iteration 73Q: 3 clusters Score -4248609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4248606.500000 Penalty: 4970.880859
	Iteration 74Q: 3 clusters Score -4248606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4248606.500000 Penalty: 4970.880859
	Iteration 75F: 3 clusters Score -4248606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -2099527.250000 Penalty: 2301.013184
	Iteration 0F: 2 clusters Score -2099527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2091398.125000 Penalty: 4602.026367
	Iteration 0F: 3 clusters Score -2091398 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2093892.500000 Penalty: 4602.026367
	Iteration 1F: 3 clusters Score -2093892 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2094186.125000 Penalty: 4602.026367
	Iteration 2F: 3 clusters Score -2094186 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2094382.000000 Penalty: 4602.026367
	Iteration 3Q: 3 clusters Score -2094382 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2094524.000000 Penalty: 4602.026367
	Iteration 4Q: 3 clusters Score -2094524 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2094665.375000 Penalty: 4602.026367
	Iteration 5Q: 3 clusters Score -2094665 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2094810.500000 Penalty: 4602.026367
	Iteration 6Q: 3 clusters Score -2094810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2094962.500000 Penalty: 4602.026367
	Iteration 7Q: 3 clusters Score -2094962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2095139.375000 Penalty: 4602.026367
	Iteration 8Q: 3 clusters Score -2095139 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2095341.125000 Penalty: 4602.026367
	Iteration 9Q: 3 clusters Score -2095341 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2095542.750000 Penalty: 4602.026367
	Iteration 10Q: 3 clusters Score -2095543 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2095760.250000 Penalty: 4602.026367
	Iteration 11Q: 3 clusters Score -2095760 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2095993.250000 Penalty: 4602.026367
	Iteration 12Q: 3 clusters Score -2095993 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2096254.250000 Penalty: 4602.026367
	Iteration 13Q: 3 clusters Score -2096254 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2096552.875000 Penalty: 4602.026367
	Iteration 14Q: 3 clusters Score -2096553 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2096846.500000 Penalty: 4602.026367
	Iteration 15Q: 3 clusters Score -2096846 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2097069.875000 Penalty: 4602.026367
	Iteration 16Q: 3 clusters Score -2097070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2097236.500000 Penalty: 4602.026367
	Iteration 17Q: 3 clusters Score -2097236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2097331.750000 Penalty: 4602.026367
	Iteration 18Q: 3 clusters Score -2097332 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2097392.000000 Penalty: 4602.026367
	Iteration 19Q: 3 clusters Score -2097392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2097436.500000 Penalty: 4602.026367
	Iteration 20F: 3 clusters Score -2097436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2097466.500000 Penalty: 4602.026367
	Iteration 21Q: 3 clusters Score -2097466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2097492.750000 Penalty: 4602.026367
	Iteration 22Q: 3 clusters Score -2097493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2097533.000000 Penalty: 4602.026367
	Iteration 23Q: 3 clusters Score -2097533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2097551.750000 Penalty: 4602.026367
	Iteration 24Q: 3 clusters Score -2097552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2097569.000000 Penalty: 4602.026367
	Iteration 25Q: 3 clusters Score -2097569 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2097583.250000 Penalty: 4602.026367
	Iteration 26Q: 3 clusters Score -2097583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2097601.000000 Penalty: 4602.026367
	Iteration 27Q: 3 clusters Score -2097601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2097630.250000 Penalty: 4602.026367
	Iteration 28Q: 3 clusters Score -2097630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2097639.750000 Penalty: 4602.026367
	Iteration 29Q: 3 clusters Score -2097640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2097657.250000 Penalty: 4602.026367
	Iteration 30Q: 3 clusters Score -2097657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2097665.000000 Penalty: 4602.026367
	Iteration 31Q: 3 clusters Score -2097665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2097673.500000 Penalty: 4602.026367
	Iteration 32Q: 3 clusters Score -2097674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2097683.750000 Penalty: 4602.026367
	Iteration 33Q: 3 clusters Score -2097684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2097681.000000 Penalty: 4602.026367
	Iteration 34Q: 3 clusters Score -2097681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2097684.250000 Penalty: 4602.026367
	Iteration 35Q: 3 clusters Score -2097684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2097692.250000 Penalty: 4602.026367
	Iteration 36Q: 3 clusters Score -2097692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2097694.250000 Penalty: 4602.026367
	Iteration 37Q: 3 clusters Score -2097694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2097697.750000 Penalty: 4602.026367
	Iteration 38Q: 3 clusters Score -2097698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2097698.000000 Penalty: 4602.026367
	Iteration 39Q: 3 clusters Score -2097698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2097697.000000 Penalty: 4602.026367
	Iteration 40F: 3 clusters Score -2097697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2097698.500000 Penalty: 4602.026367
	Iteration 41Q: 3 clusters Score -2097698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2097696.250000 Penalty: 4602.026367
	Iteration 42Q: 3 clusters Score -2097696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2097696.000000 Penalty: 4602.026367
	Iteration 43Q: 3 clusters Score -2097696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2097696.000000 Penalty: 4602.026367
	Iteration 44F: 3 clusters Score -2097696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Entering Unmasked Estep 
Score: -4080167.000000 Penalty: 2464.380859
	Iteration 0F: 2 clusters Score -4080167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4068604.500000 Penalty: 4928.761719
	Iteration 0F: 3 clusters Score -4068604 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4073457.000000 Penalty: 4928.761719
	Iteration 1F: 3 clusters Score -4073457 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4073819.750000 Penalty: 4928.761719
	Iteration 2Q: 3 clusters Score -4073820 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4074047.500000 Penalty: 4928.761719
	Iteration 3Q: 3 clusters Score -4074048 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4074271.000000 Penalty: 4928.761719
	Iteration 4Q: 3 clusters Score -4074271 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4074455.750000 Penalty: 4928.761719
	Iteration 5Q: 3 clusters Score -4074456 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4074595.000000 Penalty: 4928.761719
	Iteration 6Q: 3 clusters Score -4074595 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4074738.250000 Penalty: 4928.761719
	Iteration 7Q: 3 clusters Score -4074738 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4074922.250000 Penalty: 4928.761719
	Iteration 8Q: 3 clusters Score -4074922 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4075113.250000 Penalty: 4928.761719
	Iteration 9Q: 3 clusters Score -4075113 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4075360.500000 Penalty: 4928.761719
	Iteration 10Q: 3 clusters Score -4075360 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4075706.250000 Penalty: 4928.761719
	Iteration 11Q: 3 clusters Score -4075706 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4076150.750000 Penalty: 4928.761719
	Iteration 12Q: 3 clusters Score -4076151 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4076669.500000 Penalty: 4928.761719
	Iteration 13Q: 3 clusters Score -4076670 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4077277.250000 Penalty: 4928.761719
	Iteration 14Q: 3 clusters Score -4077277 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4077821.500000 Penalty: 4928.761719
	Iteration 15Q: 3 clusters Score -4077822 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4078254.500000 Penalty: 4928.761719
	Iteration 16Q: 3 clusters Score -4078254 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4078503.250000 Penalty: 4928.761719
	Iteration 17Q: 3 clusters Score -4078503 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4078666.500000 Penalty: 4928.761719
	Iteration 18Q: 3 clusters Score -4078666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4078769.500000 Penalty: 4928.761719
	Iteration 19Q: 3 clusters Score -4078770 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4078862.500000 Penalty: 4928.761719
	Iteration 20F: 3 clusters Score -4078862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4078963.500000 Penalty: 4928.761719
	Iteration 21Q: 3 clusters Score -4078964 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4079022.000000 Penalty: 4928.761719
	Iteration 22Q: 3 clusters Score -4079022 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4079083.750000 Penalty: 4928.761719
	Iteration 23Q: 3 clusters Score -4079084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4079114.750000 Penalty: 4928.761719
	Iteration 24Q: 3 clusters Score -4079115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4079180.000000 Penalty: 4928.761719
	Iteration 25Q: 3 clusters Score -4079180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4079227.750000 Penalty: 4928.761719
	Iteration 26Q: 3 clusters Score -4079228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -4079260.250000 Penalty: 4928.761719
	Iteration 27Q: 3 clusters Score -4079260 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -4079320.250000 Penalty: 4928.761719
	Iteration 28Q: 3 clusters Score -4079320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -4079372.750000 Penalty: 4928.761719
	Iteration 29Q: 3 clusters Score -4079373 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4079419.000000 Penalty: 4928.761719
	Iteration 30Q: 3 clusters Score -4079419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4079442.000000 Penalty: 4928.761719
	Iteration 31Q: 3 clusters Score -4079442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4079488.250000 Penalty: 4928.761719
	Iteration 32Q: 3 clusters Score -4079488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4079530.000000 Penalty: 4928.761719
	Iteration 33Q: 3 clusters Score -4079530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4079562.250000 Penalty: 4928.761719
	Iteration 34Q: 3 clusters Score -4079562 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4079626.750000 Penalty: 4928.761719
	Iteration 35Q: 3 clusters Score -4079627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4079700.500000 Penalty: 4928.761719
	Iteration 36Q: 3 clusters Score -4079700 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4079770.500000 Penalty: 4928.761719
	Iteration 37Q: 3 clusters Score -4079770 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4079858.750000 Penalty: 4928.761719
	Iteration 38Q: 3 clusters Score -4079859 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -4079956.000000 Penalty: 4928.761719
	Iteration 39Q: 3 clusters Score -4079956 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4080074.500000 Penalty: 4928.761719
	Iteration 40F: 3 clusters Score -4080074 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4080183.500000 Penalty: 4928.761719
	Iteration 41Q: 3 clusters Score -4080184 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -4080271.250000 Penalty: 4928.761719
	Iteration 42Q: 3 clusters Score -4080271 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4080329.250000 Penalty: 4928.761719
	Iteration 43Q: 3 clusters Score -4080329 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -4080369.750000 Penalty: 4928.761719
	Iteration 44Q: 3 clusters Score -4080370 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -4080400.000000 Penalty: 4928.761719
	Iteration 45Q: 3 clusters Score -4080400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4080404.500000 Penalty: 4928.761719
	Iteration 46Q: 3 clusters Score -4080404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4080422.750000 Penalty: 4928.761719
	Iteration 47Q: 3 clusters Score -4080423 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4080435.250000 Penalty: 4928.761719
	Iteration 48Q: 3 clusters Score -4080435 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4080442.500000 Penalty: 4928.761719
	Iteration 49Q: 3 clusters Score -4080442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4080450.000000 Penalty: 4928.761719
	Iteration 50Q: 3 clusters Score -4080450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4080458.250000 Penalty: 4928.761719
	Iteration 51Q: 3 clusters Score -4080458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4080457.250000 Penalty: 4928.761719
	Iteration 52Q: 3 clusters Score -4080457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4080462.500000 Penalty: 4928.761719
	Iteration 53Q: 3 clusters Score -4080462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4080471.750000 Penalty: 4928.761719
	Iteration 54Q: 3 clusters Score -4080472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4080469.750000 Penalty: 4928.761719
	Iteration 55Q: 3 clusters Score -4080470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4080474.250000 Penalty: 4928.761719
	Iteration 56Q: 3 clusters Score -4080474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4080472.500000 Penalty: 4928.761719
	Iteration 57Q: 3 clusters Score -4080472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4080471.500000 Penalty: 4928.761719
	Iteration 58Q: 3 clusters Score -4080472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4080479.500000 Penalty: 4928.761719
	Iteration 59Q: 3 clusters Score -4080480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4080471.000000 Penalty: 4928.761719
	Iteration 60F: 3 clusters Score -4080471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4080470.250000 Penalty: 4928.761719
	Iteration 61Q: 3 clusters Score -4080470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4080474.250000 Penalty: 4928.761719
	Iteration 62Q: 3 clusters Score -4080474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4080474.500000 Penalty: 4928.761719
	Iteration 63Q: 3 clusters Score -4080474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -4080472.750000 Penalty: 4928.761719
	Iteration 64Q: 3 clusters Score -4080473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4080467.500000 Penalty: 4928.761719
	Iteration 65Q: 3 clusters Score -4080468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -4080467.750000 Penalty: 4928.761719
	Iteration 66Q: 3 clusters Score -4080468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4080467.750000 Penalty: 4928.761719
	Iteration 67Q: 3 clusters Score -4080468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4080466.750000 Penalty: 4928.761719
	Iteration 68Q: 3 clusters Score -4080467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4080469.500000 Penalty: 4928.761719
	Iteration 69Q: 3 clusters Score -4080470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4080466.000000 Penalty: 4928.761719
	Iteration 70Q: 3 clusters Score -4080466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4080471.500000 Penalty: 4928.761719
	Iteration 71Q: 3 clusters Score -4080472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4080471.750000 Penalty: 4928.761719
	Iteration 72Q: 3 clusters Score -4080472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4080470.500000 Penalty: 4928.761719
	Iteration 73Q: 3 clusters Score -4080470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4080470.250000 Penalty: 4928.761719
	Iteration 74Q: 3 clusters Score -4080470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4080473.500000 Penalty: 4928.761719
	Iteration 75Q: 3 clusters Score -4080474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -4080473.500000 Penalty: 4928.761719
	Iteration 76F: 3 clusters Score -4080474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39161 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 39458 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 28903 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34136 members 
Mstep: Class 22 contains 22177 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20879 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 19351 members 
Mstep: Class 33 contains 21701 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
Score: -87199448.000000 Penalty: 110135.960938
Splitting cluster 15 changes total score from -87199544.000000 to -87199448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -889959.875000 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -889959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -885640.250000 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -885640.2 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -886743.187500 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -886743.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -887041.437500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -887041.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -887259.312500 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -887259.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -887443.062500 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -887443.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -887588.375000 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -887588.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -887715.562500 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -887715.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -887839.687500 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -887839.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -887951.187500 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -887951.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -888046.000000 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -888046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -888121.937500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -888121.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -888170.937500 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -888170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -888202.625000 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -888202.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -888226.562500 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -888226.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -888241.750000 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -888241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -888252.625000 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -888252.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -888261.562500 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -888261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -888268.687500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -888268.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -888273.812500 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -888273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -888282.375000 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -888282.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -888290.187500 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -888290.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -888297.500000 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -888297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -888300.812500 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -888300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -888308.250000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -888308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -888309.812500 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -888309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -888309.750000 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -888309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -888310.687500 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -888310.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -888310.812500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -888310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -888310.937500 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -888310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -888310.937500 Penalty: 4205.209473
	Iteration 29F: 3 clusters Score -888310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Entering Unmasked Estep 
Score: -5412087.500000 Penalty: 2547.381836
	Iteration 0F: 2 clusters Score -5412088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -5393401.000000 Penalty: 5094.763672
	Iteration 0F: 3 clusters Score -5393401 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5400377.000000 Penalty: 5094.763672
	Iteration 1F: 3 clusters Score -5400377 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5400776.500000 Penalty: 5094.763672
	Iteration 2Q: 3 clusters Score -5400776 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5401107.500000 Penalty: 5094.763672
	Iteration 3Q: 3 clusters Score -5401108 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5401509.000000 Penalty: 5094.763672
	Iteration 4Q: 3 clusters Score -5401509 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5402027.500000 Penalty: 5094.763672
	Iteration 5Q: 3 clusters Score -5402028 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5402735.000000 Penalty: 5094.763672
	Iteration 6Q: 3 clusters Score -5402735 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5403685.500000 Penalty: 5094.763672
	Iteration 7F: 3 clusters Score -5403686 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5405038.500000 Penalty: 5094.763672
	Iteration 8F: 3 clusters Score -5405038 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5406622.000000 Penalty: 5094.763672
	Iteration 9F: 3 clusters Score -5406622 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5408093.500000 Penalty: 5094.763672
	Iteration 10F: 3 clusters Score -5408094 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5409088.000000 Penalty: 5094.763672
	Iteration 11Q: 3 clusters Score -5409088 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5409596.500000 Penalty: 5094.763672
	Iteration 12Q: 3 clusters Score -5409596 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5409814.500000 Penalty: 5094.763672
	Iteration 13Q: 3 clusters Score -5409814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5409949.000000 Penalty: 5094.763672
	Iteration 14Q: 3 clusters Score -5409949 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5410002.500000 Penalty: 5094.763672
	Iteration 15Q: 3 clusters Score -5410002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5410067.000000 Penalty: 5094.763672
	Iteration 16Q: 3 clusters Score -5410067 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5410076.000000 Penalty: 5094.763672
	Iteration 17Q: 3 clusters Score -5410076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5410098.000000 Penalty: 5094.763672
	Iteration 18Q: 3 clusters Score -5410098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5410100.000000 Penalty: 5094.763672
	Iteration 19Q: 3 clusters Score -5410100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5410110.000000 Penalty: 5094.763672
	Iteration 20F: 3 clusters Score -5410110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5410126.000000 Penalty: 5094.763672
	Iteration 21Q: 3 clusters Score -5410126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -5410124.000000 Penalty: 5094.763672
	Iteration 22Q: 3 clusters Score -5410124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5410131.500000 Penalty: 5094.763672
	Iteration 23Q: 3 clusters Score -5410132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5410125.500000 Penalty: 5094.763672
	Iteration 24Q: 3 clusters Score -5410126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -5410125.000000 Penalty: 5094.763672
	Iteration 25Q: 3 clusters Score -5410125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5410149.500000 Penalty: 5094.763672
	Iteration 26Q: 3 clusters Score -5410150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5410164.500000 Penalty: 5094.763672
	Iteration 27Q: 3 clusters Score -5410164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5410175.000000 Penalty: 5094.763672
	Iteration 28Q: 3 clusters Score -5410175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5410174.000000 Penalty: 5094.763672
	Iteration 29Q: 3 clusters Score -5410174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5410186.000000 Penalty: 5094.763672
	Iteration 30Q: 3 clusters Score -5410186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -5410194.500000 Penalty: 5094.763672
	Iteration 31Q: 3 clusters Score -5410194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5410194.000000 Penalty: 5094.763672
	Iteration 32Q: 3 clusters Score -5410194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5410196.500000 Penalty: 5094.763672
	Iteration 33Q: 3 clusters Score -5410196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5410194.000000 Penalty: 5094.763672
	Iteration 34Q: 3 clusters Score -5410194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5410197.500000 Penalty: 5094.763672
	Iteration 35Q: 3 clusters Score -5410198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -5410197.000000 Penalty: 5094.763672
	Iteration 36Q: 3 clusters Score -5410197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5410203.500000 Penalty: 5094.763672
	Iteration 37Q: 3 clusters Score -5410204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5410201.500000 Penalty: 5094.763672
	Iteration 38Q: 3 clusters Score -5410202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -5410207.500000 Penalty: 5094.763672
	Iteration 39Q: 3 clusters Score -5410208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5410204.000000 Penalty: 5094.763672
	Iteration 40F: 3 clusters Score -5410204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5410206.000000 Penalty: 5094.763672
	Iteration 41Q: 3 clusters Score -5410206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5410207.500000 Penalty: 5094.763672
	Iteration 42Q: 3 clusters Score -5410208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5410209.500000 Penalty: 5094.763672
	Iteration 43Q: 3 clusters Score -5410210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5410205.500000 Penalty: 5094.763672
	Iteration 44Q: 3 clusters Score -5410206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5410209.000000 Penalty: 5094.763672
	Iteration 45Q: 3 clusters Score -5410209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5410214.000000 Penalty: 5094.763672
	Iteration 46Q: 3 clusters Score -5410214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5410207.500000 Penalty: 5094.763672
	Iteration 47Q: 3 clusters Score -5410208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5410199.500000 Penalty: 5094.763672
	Iteration 48Q: 3 clusters Score -5410200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -5410197.000000 Penalty: 5094.763672
	Iteration 49Q: 3 clusters Score -5410197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5410196.000000 Penalty: 5094.763672
	Iteration 50Q: 3 clusters Score -5410196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5410201.000000 Penalty: 5094.763672
	Iteration 51Q: 3 clusters Score -5410201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -5410200.000000 Penalty: 5094.763672
	Iteration 52Q: 3 clusters Score -5410200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5410198.000000 Penalty: 5094.763672
	Iteration 53Q: 3 clusters Score -5410198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5410206.000000 Penalty: 5094.763672
	Iteration 54Q: 3 clusters Score -5410206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5410206.000000 Penalty: 5094.763672
	Iteration 55F: 3 clusters Score -5410206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -87002.796875 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -87002.8 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 277 members 
Entering Unmasked Estep 
Score: -85581.531250 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -85581.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85885.671875 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -85885.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86011.531250 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -86011.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -86146.250000 Penalty: 3119.698975
	Iteration 3F: 3 clusters Score -86146.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -86234.109375 Penalty: 3119.698975
	Iteration 4F: 3 clusters Score -86234.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -86302.031250 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -86302.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -86363.609375 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -86363.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -86383.390625 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -86383.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -86393.781250 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -86393.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -86401.179688 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -86401.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -86407.250000 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -86407.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -86416.062500 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -86416.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -86429.304688 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -86429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -86432.945312 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -86432.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -86436.414062 Penalty: 3119.698975
	Iteration 14F: 3 clusters Score -86436.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -86486.273438 Penalty: 3119.698975
	Iteration 15Q: 3 clusters Score -86486.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -86489.390625 Penalty: 3119.698975
	Iteration 16Q: 3 clusters Score -86489.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -86492.609375 Penalty: 3119.698975
	Iteration 17Q: 3 clusters Score -86492.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -86495.617188 Penalty: 3119.698975
	Iteration 18Q: 3 clusters Score -86495.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -86495.617188 Penalty: 3119.698975
	Iteration 19F: 3 clusters Score -86495.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 160 members 
Entering Unmasked Estep 
Score: -46521.464844 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46521.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46621.964844 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46621.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46660.824219 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46660.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46681.367188 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46681.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46683.425781 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46683.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46683.425781 Penalty: 2822.418457
	Iteration 5F: 3 clusters Score -46683.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Entering Unmasked Estep 
Score: -5532753.000000 Penalty: 2556.264404
	Iteration 0F: 2 clusters Score -5532753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -5512801.500000 Penalty: 5112.528809
	Iteration 0F: 3 clusters Score -5512802 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5520235.000000 Penalty: 5112.528809
	Iteration 1F: 3 clusters Score -5520235 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5520692.500000 Penalty: 5112.528809
	Iteration 2Q: 3 clusters Score -5520692 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5521106.500000 Penalty: 5112.528809
	Iteration 3Q: 3 clusters Score -5521106 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5521571.500000 Penalty: 5112.528809
	Iteration 4Q: 3 clusters Score -5521572 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5522202.500000 Penalty: 5112.528809
	Iteration 5Q: 3 clusters Score -5522202 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -5523119.500000 Penalty: 5112.528809
	Iteration 6F: 3 clusters Score -5523120 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5524318.000000 Penalty: 5112.528809
	Iteration 7F: 3 clusters Score -5524318 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -5525603.500000 Penalty: 5112.528809
	Iteration 8F: 3 clusters Score -5525604 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -5527068.000000 Penalty: 5112.528809
	Iteration 9F: 3 clusters Score -5527068 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5528388.500000 Penalty: 5112.528809
	Iteration 10F: 3 clusters Score -5528388 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -5529343.000000 Penalty: 5112.528809
	Iteration 11Q: 3 clusters Score -5529343 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5529983.000000 Penalty: 5112.528809
	Iteration 12Q: 3 clusters Score -5529983 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5530207.000000 Penalty: 5112.528809
	Iteration 13Q: 3 clusters Score -5530207 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5530357.000000 Penalty: 5112.528809
	Iteration 14Q: 3 clusters Score -5530357 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5530428.500000 Penalty: 5112.528809
	Iteration 15Q: 3 clusters Score -5530428 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5530458.000000 Penalty: 5112.528809
	Iteration 16Q: 3 clusters Score -5530458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -5530500.500000 Penalty: 5112.528809
	Iteration 17Q: 3 clusters Score -5530500 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5530538.500000 Penalty: 5112.528809
	Iteration 18Q: 3 clusters Score -5530538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5530542.000000 Penalty: 5112.528809
	Iteration 19Q: 3 clusters Score -5530542 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5530567.000000 Penalty: 5112.528809
	Iteration 20F: 3 clusters Score -5530567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5530578.000000 Penalty: 5112.528809
	Iteration 21Q: 3 clusters Score -5530578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5530596.000000 Penalty: 5112.528809
	Iteration 22Q: 3 clusters Score -5530596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5530623.000000 Penalty: 5112.528809
	Iteration 23Q: 3 clusters Score -5530623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5530630.000000 Penalty: 5112.528809
	Iteration 24Q: 3 clusters Score -5530630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5530636.000000 Penalty: 5112.528809
	Iteration 25Q: 3 clusters Score -5530636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5530635.000000 Penalty: 5112.528809
	Iteration 26Q: 3 clusters Score -5530635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5530640.000000 Penalty: 5112.528809
	Iteration 27Q: 3 clusters Score -5530640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5530645.000000 Penalty: 5112.528809
	Iteration 28Q: 3 clusters Score -5530645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5530654.000000 Penalty: 5112.528809
	Iteration 29Q: 3 clusters Score -5530654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5530655.500000 Penalty: 5112.528809
	Iteration 30Q: 3 clusters Score -5530656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5530658.500000 Penalty: 5112.528809
	Iteration 31Q: 3 clusters Score -5530658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5530661.500000 Penalty: 5112.528809
	Iteration 32Q: 3 clusters Score -5530662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5530659.500000 Penalty: 5112.528809
	Iteration 33Q: 3 clusters Score -5530660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5530643.500000 Penalty: 5112.528809
	Iteration 34Q: 3 clusters Score -5530644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5530644.500000 Penalty: 5112.528809
	Iteration 35Q: 3 clusters Score -5530644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5530653.500000 Penalty: 5112.528809
	Iteration 36Q: 3 clusters Score -5530654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5530651.500000 Penalty: 5112.528809
	Iteration 37Q: 3 clusters Score -5530652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5530647.500000 Penalty: 5112.528809
	Iteration 38Q: 3 clusters Score -5530648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5530640.500000 Penalty: 5112.528809
	Iteration 39Q: 3 clusters Score -5530640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5530647.500000 Penalty: 5112.528809
	Iteration 40F: 3 clusters Score -5530648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5530649.000000 Penalty: 5112.528809
	Iteration 41Q: 3 clusters Score -5530649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5530656.000000 Penalty: 5112.528809
	Iteration 42Q: 3 clusters Score -5530656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5530663.500000 Penalty: 5112.528809
	Iteration 43Q: 3 clusters Score -5530664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5530667.000000 Penalty: 5112.528809
	Iteration 44Q: 3 clusters Score -5530667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5530665.000000 Penalty: 5112.528809
	Iteration 45Q: 3 clusters Score -5530665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5530658.000000 Penalty: 5112.528809
	Iteration 46Q: 3 clusters Score -5530658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5530660.000000 Penalty: 5112.528809
	Iteration 47Q: 3 clusters Score -5530660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5530662.000000 Penalty: 5112.528809
	Iteration 48Q: 3 clusters Score -5530662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5530662.500000 Penalty: 5112.528809
	Iteration 49Q: 3 clusters Score -5530662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5530666.000000 Penalty: 5112.528809
	Iteration 50Q: 3 clusters Score -5530666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5530659.000000 Penalty: 5112.528809
	Iteration 51Q: 3 clusters Score -5530659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5530662.500000 Penalty: 5112.528809
	Iteration 52Q: 3 clusters Score -5530662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5530657.000000 Penalty: 5112.528809
	Iteration 53Q: 3 clusters Score -5530657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5530659.500000 Penalty: 5112.528809
	Iteration 54Q: 3 clusters Score -5530660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5530658.500000 Penalty: 5112.528809
	Iteration 55Q: 3 clusters Score -5530658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5530659.500000 Penalty: 5112.528809
	Iteration 56Q: 3 clusters Score -5530660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5530659.500000 Penalty: 5112.528809
	Iteration 57F: 3 clusters Score -5530660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Entering Unmasked Estep 
Score: -6374400.000000 Penalty: 2588.650635
	Iteration 0F: 2 clusters Score -6374400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -6353379.500000 Penalty: 5177.301270
	Iteration 0F: 3 clusters Score -6353380 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6362135.500000 Penalty: 5177.301270
	Iteration 1F: 3 clusters Score -6362136 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6362800.000000 Penalty: 5177.301270
	Iteration 2Q: 3 clusters Score -6362800 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6363472.500000 Penalty: 5177.301270
	Iteration 3Q: 3 clusters Score -6363472 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6364277.000000 Penalty: 5177.301270
	Iteration 4Q: 3 clusters Score -6364277 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -6365052.000000 Penalty: 5177.301270
	Iteration 5Q: 3 clusters Score -6365052 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -6365970.000000 Penalty: 5177.301270
	Iteration 6F: 3 clusters Score -6365970 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6366959.500000 Penalty: 5177.301270
	Iteration 7F: 3 clusters Score -6366960 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -6368178.500000 Penalty: 5177.301270
	Iteration 8F: 3 clusters Score -6368178 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -6369582.500000 Penalty: 5177.301270
	Iteration 9F: 3 clusters Score -6369582 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -6370792.000000 Penalty: 5177.301270
	Iteration 10F: 3 clusters Score -6370792 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -6371439.500000 Penalty: 5177.301270
	Iteration 11Q: 3 clusters Score -6371440 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -6371791.000000 Penalty: 5177.301270
	Iteration 12Q: 3 clusters Score -6371791 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6372017.500000 Penalty: 5177.301270
	Iteration 13Q: 3 clusters Score -6372018 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6372215.000000 Penalty: 5177.301270
	Iteration 14Q: 3 clusters Score -6372215 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -6372423.000000 Penalty: 5177.301270
	Iteration 15Q: 3 clusters Score -6372423 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6372510.500000 Penalty: 5177.301270
	Iteration 16Q: 3 clusters Score -6372510 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6372593.000000 Penalty: 5177.301270
	Iteration 17Q: 3 clusters Score -6372593 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6372601.500000 Penalty: 5177.301270
	Iteration 18Q: 3 clusters Score -6372602 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6372622.000000 Penalty: 5177.301270
	Iteration 19Q: 3 clusters Score -6372622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6372621.000000 Penalty: 5177.301270
	Iteration 20F: 3 clusters Score -6372621 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6372605.000000 Penalty: 5177.301270
	Iteration 21Q: 3 clusters Score -6372605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6372571.000000 Penalty: 5177.301270
	Iteration 22Q: 3 clusters Score -6372571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6372557.500000 Penalty: 5177.301270
	Iteration 23Q: 3 clusters Score -6372558 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6372566.500000 Penalty: 5177.301270
	Iteration 24Q: 3 clusters Score -6372566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6372580.500000 Penalty: 5177.301270
	Iteration 25Q: 3 clusters Score -6372580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6372569.500000 Penalty: 5177.301270
	Iteration 26Q: 3 clusters Score -6372570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6372579.000000 Penalty: 5177.301270
	Iteration 27Q: 3 clusters Score -6372579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6372575.000000 Penalty: 5177.301270
	Iteration 28Q: 3 clusters Score -6372575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6372570.500000 Penalty: 5177.301270
	Iteration 29Q: 3 clusters Score -6372570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6372571.000000 Penalty: 5177.301270
	Iteration 30Q: 3 clusters Score -6372571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6372571.000000 Penalty: 5177.301270
	Iteration 31Q: 3 clusters Score -6372571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6372565.500000 Penalty: 5177.301270
	Iteration 32Q: 3 clusters Score -6372566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6372571.000000 Penalty: 5177.301270
	Iteration 33Q: 3 clusters Score -6372571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6372562.000000 Penalty: 5177.301270
	Iteration 34Q: 3 clusters Score -6372562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 35Q: 3 clusters Score -6372555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6372560.500000 Penalty: 5177.301270
	Iteration 36Q: 3 clusters Score -6372560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6372556.000000 Penalty: 5177.301270
	Iteration 37Q: 3 clusters Score -6372556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6372556.500000 Penalty: 5177.301270
	Iteration 38Q: 3 clusters Score -6372556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6372556.500000 Penalty: 5177.301270
	Iteration 39Q: 3 clusters Score -6372556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6372574.000000 Penalty: 5177.301270
	Iteration 40F: 3 clusters Score -6372574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6372557.000000 Penalty: 5177.301270
	Iteration 41Q: 3 clusters Score -6372557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6372575.500000 Penalty: 5177.301270
	Iteration 42Q: 3 clusters Score -6372576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6372563.500000 Penalty: 5177.301270
	Iteration 43Q: 3 clusters Score -6372564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6372568.500000 Penalty: 5177.301270
	Iteration 44Q: 3 clusters Score -6372568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6372558.500000 Penalty: 5177.301270
	Iteration 45Q: 3 clusters Score -6372558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6372557.000000 Penalty: 5177.301270
	Iteration 46Q: 3 clusters Score -6372557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6372549.000000 Penalty: 5177.301270
	Iteration 47Q: 3 clusters Score -6372549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6372554.500000 Penalty: 5177.301270
	Iteration 48Q: 3 clusters Score -6372554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6372554.500000 Penalty: 5177.301270
	Iteration 49Q: 3 clusters Score -6372554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6372557.000000 Penalty: 5177.301270
	Iteration 50Q: 3 clusters Score -6372557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 51Q: 3 clusters Score -6372555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6372556.500000 Penalty: 5177.301270
	Iteration 52Q: 3 clusters Score -6372556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6372552.000000 Penalty: 5177.301270
	Iteration 53Q: 3 clusters Score -6372552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6372552.000000 Penalty: 5177.301270
	Iteration 54Q: 3 clusters Score -6372552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6372554.000000 Penalty: 5177.301270
	Iteration 55Q: 3 clusters Score -6372554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6372551.000000 Penalty: 5177.301270
	Iteration 56Q: 3 clusters Score -6372551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6372557.500000 Penalty: 5177.301270
	Iteration 57Q: 3 clusters Score -6372558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6372551.500000 Penalty: 5177.301270
	Iteration 58Q: 3 clusters Score -6372552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6372554.500000 Penalty: 5177.301270
	Iteration 59Q: 3 clusters Score -6372554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 60F: 3 clusters Score -6372555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6372552.500000 Penalty: 5177.301270
	Iteration 61Q: 3 clusters Score -6372552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6372553.500000 Penalty: 5177.301270
	Iteration 62Q: 3 clusters Score -6372554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6372555.500000 Penalty: 5177.301270
	Iteration 63Q: 3 clusters Score -6372556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6372557.000000 Penalty: 5177.301270
	Iteration 64Q: 3 clusters Score -6372557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 65Q: 3 clusters Score -6372555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6372550.500000 Penalty: 5177.301270
	Iteration 66Q: 3 clusters Score -6372550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6372548.500000 Penalty: 5177.301270
	Iteration 67Q: 3 clusters Score -6372548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 68Q: 3 clusters Score -6372555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6372555.000000 Penalty: 5177.301270
	Iteration 69F: 3 clusters Score -6372555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Entering Unmasked Estep 
Score: -4124644.500000 Penalty: 2481.689209
	Iteration 0F: 2 clusters Score -4124644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4110260.000000 Penalty: 4963.378418
	Iteration 0F: 3 clusters Score -4110260 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4115407.250000 Penalty: 4963.378418
	Iteration 1F: 3 clusters Score -4115407 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4115794.750000 Penalty: 4963.378418
	Iteration 2F: 3 clusters Score -4115795 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4116102.750000 Penalty: 4963.378418
	Iteration 3Q: 3 clusters Score -4116103 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4116361.250000 Penalty: 4963.378418
	Iteration 4Q: 3 clusters Score -4116361 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4116649.250000 Penalty: 4963.378418
	Iteration 5Q: 3 clusters Score -4116649 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4116992.250000 Penalty: 4963.378418
	Iteration 6Q: 3 clusters Score -4116992 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4117397.750000 Penalty: 4963.378418
	Iteration 7Q: 3 clusters Score -4117398 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4117913.250000 Penalty: 4963.378418
	Iteration 8Q: 3 clusters Score -4117913 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4118530.500000 Penalty: 4963.378418
	Iteration 9Q: 3 clusters Score -4118530 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4119191.750000 Penalty: 4963.378418
	Iteration 10Q: 3 clusters Score -4119192 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4119945.250000 Penalty: 4963.378418
	Iteration 11Q: 3 clusters Score -4119945 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4120663.500000 Penalty: 4963.378418
	Iteration 12Q: 3 clusters Score -4120664 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4121253.750000 Penalty: 4963.378418
	Iteration 13Q: 3 clusters Score -4121254 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4121673.750000 Penalty: 4963.378418
	Iteration 14Q: 3 clusters Score -4121674 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4121919.000000 Penalty: 4963.378418
	Iteration 15Q: 3 clusters Score -4121919 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4122134.500000 Penalty: 4963.378418
	Iteration 16Q: 3 clusters Score -4122134 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4122245.500000 Penalty: 4963.378418
	Iteration 17Q: 3 clusters Score -4122246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4122329.250000 Penalty: 4963.378418
	Iteration 18Q: 3 clusters Score -4122329 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4122407.500000 Penalty: 4963.378418
	Iteration 19Q: 3 clusters Score -4122408 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4122458.500000 Penalty: 4963.378418
	Iteration 20F: 3 clusters Score -4122458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4122507.250000 Penalty: 4963.378418
	Iteration 21Q: 3 clusters Score -4122507 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4122534.750000 Penalty: 4963.378418
	Iteration 22Q: 3 clusters Score -4122535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4122568.000000 Penalty: 4963.378418
	Iteration 23Q: 3 clusters Score -4122568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4122579.750000 Penalty: 4963.378418
	Iteration 24Q: 3 clusters Score -4122580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4122597.500000 Penalty: 4963.378418
	Iteration 25Q: 3 clusters Score -4122598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4122615.500000 Penalty: 4963.378418
	Iteration 26Q: 3 clusters Score -4122616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4122622.250000 Penalty: 4963.378418
	Iteration 27Q: 3 clusters Score -4122622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4122629.750000 Penalty: 4963.378418
	Iteration 28Q: 3 clusters Score -4122630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4122641.000000 Penalty: 4963.378418
	Iteration 29Q: 3 clusters Score -4122641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4122649.250000 Penalty: 4963.378418
	Iteration 30Q: 3 clusters Score -4122649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4122652.250000 Penalty: 4963.378418
	Iteration 31Q: 3 clusters Score -4122652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4122659.500000 Penalty: 4963.378418
	Iteration 32Q: 3 clusters Score -4122660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4122660.750000 Penalty: 4963.378418
	Iteration 33Q: 3 clusters Score -4122661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4122664.750000 Penalty: 4963.378418
	Iteration 34Q: 3 clusters Score -4122665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4122671.000000 Penalty: 4963.378418
	Iteration 35Q: 3 clusters Score -4122671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4122674.500000 Penalty: 4963.378418
	Iteration 36Q: 3 clusters Score -4122674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4122681.750000 Penalty: 4963.378418
	Iteration 37Q: 3 clusters Score -4122682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4122689.500000 Penalty: 4963.378418
	Iteration 38Q: 3 clusters Score -4122690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4122695.750000 Penalty: 4963.378418
	Iteration 39Q: 3 clusters Score -4122696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4122694.750000 Penalty: 4963.378418
	Iteration 40F: 3 clusters Score -4122695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4122695.500000 Penalty: 4963.378418
	Iteration 41Q: 3 clusters Score -4122696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4122688.500000 Penalty: 4963.378418
	Iteration 42Q: 3 clusters Score -4122688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4122688.500000 Penalty: 4963.378418
	Iteration 43F: 3 clusters Score -4122688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -1622702.000000 Penalty: 2232.517334
	Iteration 0F: 2 clusters Score -1622702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1616284.500000 Penalty: 4465.034668
	Iteration 0F: 3 clusters Score -1616284 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1617959.625000 Penalty: 4465.034668
	Iteration 1F: 3 clusters Score -1617960 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1618232.875000 Penalty: 4465.034668
	Iteration 2F: 3 clusters Score -1618233 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1618398.375000 Penalty: 4465.034668
	Iteration 3F: 3 clusters Score -1618398 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1618496.375000 Penalty: 4465.034668
	Iteration 4Q: 3 clusters Score -1618496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1618564.875000 Penalty: 4465.034668
	Iteration 5Q: 3 clusters Score -1618565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1618620.500000 Penalty: 4465.034668
	Iteration 6Q: 3 clusters Score -1618620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1618654.625000 Penalty: 4465.034668
	Iteration 7Q: 3 clusters Score -1618655 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1618689.375000 Penalty: 4465.034668
	Iteration 8Q: 3 clusters Score -1618689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1618717.875000 Penalty: 4465.034668
	Iteration 9Q: 3 clusters Score -1618718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1618745.875000 Penalty: 4465.034668
	Iteration 10Q: 3 clusters Score -1618746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1618768.875000 Penalty: 4465.034668
	Iteration 11Q: 3 clusters Score -1618769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1618786.000000 Penalty: 4465.034668
	Iteration 12Q: 3 clusters Score -1618786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1618796.250000 Penalty: 4465.034668
	Iteration 13Q: 3 clusters Score -1618796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1618813.625000 Penalty: 4465.034668
	Iteration 14Q: 3 clusters Score -1618814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1618829.125000 Penalty: 4465.034668
	Iteration 15Q: 3 clusters Score -1618829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1618842.000000 Penalty: 4465.034668
	Iteration 16Q: 3 clusters Score -1618842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1618853.875000 Penalty: 4465.034668
	Iteration 17Q: 3 clusters Score -1618854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1618866.250000 Penalty: 4465.034668
	Iteration 18Q: 3 clusters Score -1618866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1618875.250000 Penalty: 4465.034668
	Iteration 19Q: 3 clusters Score -1618875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1618885.500000 Penalty: 4465.034668
	Iteration 20F: 3 clusters Score -1618886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1618893.750000 Penalty: 4465.034668
	Iteration 21Q: 3 clusters Score -1618894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1618904.250000 Penalty: 4465.034668
	Iteration 22Q: 3 clusters Score -1618904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1618915.125000 Penalty: 4465.034668
	Iteration 23Q: 3 clusters Score -1618915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1618928.375000 Penalty: 4465.034668
	Iteration 24Q: 3 clusters Score -1618928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1618941.000000 Penalty: 4465.034668
	Iteration 25Q: 3 clusters Score -1618941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1618961.250000 Penalty: 4465.034668
	Iteration 26Q: 3 clusters Score -1618961 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1618973.500000 Penalty: 4465.034668
	Iteration 27Q: 3 clusters Score -1618974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1618998.500000 Penalty: 4465.034668
	Iteration 28Q: 3 clusters Score -1618998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1619012.625000 Penalty: 4465.034668
	Iteration 29Q: 3 clusters Score -1619013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1619048.875000 Penalty: 4465.034668
	Iteration 30Q: 3 clusters Score -1619049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1619085.625000 Penalty: 4465.034668
	Iteration 31Q: 3 clusters Score -1619086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1619122.000000 Penalty: 4465.034668
	Iteration 32Q: 3 clusters Score -1619122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1619162.250000 Penalty: 4465.034668
	Iteration 33Q: 3 clusters Score -1619162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1619198.000000 Penalty: 4465.034668
	Iteration 34Q: 3 clusters Score -1619198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1619246.125000 Penalty: 4465.034668
	Iteration 35Q: 3 clusters Score -1619246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1619303.500000 Penalty: 4465.034668
	Iteration 36Q: 3 clusters Score -1619304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1619352.125000 Penalty: 4465.034668
	Iteration 37Q: 3 clusters Score -1619352 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1619399.625000 Penalty: 4465.034668
	Iteration 38Q: 3 clusters Score -1619400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1619472.375000 Penalty: 4465.034668
	Iteration 39Q: 3 clusters Score -1619472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1619581.000000 Penalty: 4465.034668
	Iteration 40F: 3 clusters Score -1619581 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1619718.500000 Penalty: 4465.034668
	Iteration 41Q: 3 clusters Score -1619718 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1619827.750000 Penalty: 4465.034668
	Iteration 42Q: 3 clusters Score -1619828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1619918.375000 Penalty: 4465.034668
	Iteration 43Q: 3 clusters Score -1619918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1620027.000000 Penalty: 4465.034668
	Iteration 44Q: 3 clusters Score -1620027 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1620170.500000 Penalty: 4465.034668
	Iteration 45Q: 3 clusters Score -1620170 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1620278.750000 Penalty: 4465.034668
	Iteration 46Q: 3 clusters Score -1620279 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1620365.500000 Penalty: 4465.034668
	Iteration 47Q: 3 clusters Score -1620366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1620426.125000 Penalty: 4465.034668
	Iteration 48Q: 3 clusters Score -1620426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1620467.375000 Penalty: 4465.034668
	Iteration 49Q: 3 clusters Score -1620467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1620494.625000 Penalty: 4465.034668
	Iteration 50Q: 3 clusters Score -1620495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1620532.875000 Penalty: 4465.034668
	Iteration 51Q: 3 clusters Score -1620533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1620556.250000 Penalty: 4465.034668
	Iteration 52Q: 3 clusters Score -1620556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1620588.000000 Penalty: 4465.034668
	Iteration 53Q: 3 clusters Score -1620588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1620594.625000 Penalty: 4465.034668
	Iteration 54Q: 3 clusters Score -1620595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1620626.375000 Penalty: 4465.034668
	Iteration 55Q: 3 clusters Score -1620626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1620637.000000 Penalty: 4465.034668
	Iteration 56Q: 3 clusters Score -1620637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1620651.500000 Penalty: 4465.034668
	Iteration 57Q: 3 clusters Score -1620652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1620656.625000 Penalty: 4465.034668
	Iteration 58Q: 3 clusters Score -1620657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1620672.875000 Penalty: 4465.034668
	Iteration 59Q: 3 clusters Score -1620673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1620674.000000 Penalty: 4465.034668
	Iteration 60F: 3 clusters Score -1620674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1620672.250000 Penalty: 4465.034668
	Iteration 61Q: 3 clusters Score -1620672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1620676.500000 Penalty: 4465.034668
	Iteration 62Q: 3 clusters Score -1620676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1620676.500000 Penalty: 4465.034668
	Iteration 63F: 3 clusters Score -1620676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -83624.070312 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -83624.07 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 268 members 
Entering Unmasked Estep 
Score: -82244.703125 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -82244.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82613.015625 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -82613.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82775.093750 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -82775.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82861.453125 Penalty: 3116.004150
	Iteration 3F: 3 clusters Score -82861.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82929.148438 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -82929.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82953.195312 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -82953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82981.765625 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -82981.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82988.804688 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -82988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82992.562500 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -82992.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82993.703125 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -82993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82994.875000 Penalty: 3116.004150
	Iteration 10F: 3 clusters Score -82994.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83021.429688 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -83021.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83053.171875 Penalty: 3116.004150
	Iteration 12Q: 3 clusters Score -83053.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83058.218750 Penalty: 3116.004150
	Iteration 13Q: 3 clusters Score -83058.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83060.281250 Penalty: 3116.004150
	Iteration 14Q: 3 clusters Score -83060.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83060.281250 Penalty: 3116.004150
	Iteration 15F: 3 clusters Score -83060.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -194201.265625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -194201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -192208.250000 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -192208.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -192680.046875 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -192680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -192923.937500 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -192923.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -193044.031250 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -193044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193138.156250 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -193138.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -193223.593750 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -193223.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -193309.000000 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -193309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -193394.828125 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -193394.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -193469.421875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -193469.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193552.343750 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -193552.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193610.593750 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -193610.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193649.937500 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -193649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -193688.000000 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -193688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -193745.281250 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -193745.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -193866.078125 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -193866.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -194001.578125 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -194001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194028.640625 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -194028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -194047.234375 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -194047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -194064.812500 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -194064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -194069.000000 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -194069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -194072.140625 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -194072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -194094.375000 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -194094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194119.125000 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -194119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194168.000000 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -194168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194315.359375 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -194315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -194442.687500 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -194442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194516.609375 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -194516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194607.343750 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -194607.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194629.875000 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -194629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194647.234375 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -194647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -194647.234375 Penalty: 3482.900391
	Iteration 30F: 3 clusters Score -194647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39161 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 39458 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 28903 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34136 members 
Mstep: Class 22 contains 22177 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 20879 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 19351 members 
Mstep: Class 33 contains 21701 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
Score: -87198792.000000 Penalty: 110135.960938
Splitting cluster 25 changes total score from -87199544.000000 to -87198792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Entering Unmasked Estep 
Score: -4130315.250000 Penalty: 2466.731689
	Iteration 0F: 2 clusters Score -4130315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4118901.750000 Penalty: 4933.463379
	Iteration 0F: 3 clusters Score -4118902 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4123682.000000 Penalty: 4933.463379
	Iteration 1F: 3 clusters Score -4123682 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4124052.250000 Penalty: 4933.463379
	Iteration 2F: 3 clusters Score -4124052 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4124351.000000 Penalty: 4933.463379
	Iteration 3Q: 3 clusters Score -4124351 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4124581.000000 Penalty: 4933.463379
	Iteration 4Q: 3 clusters Score -4124581 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4124776.000000 Penalty: 4933.463379
	Iteration 5Q: 3 clusters Score -4124776 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4124956.500000 Penalty: 4933.463379
	Iteration 6Q: 3 clusters Score -4124956 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4125164.000000 Penalty: 4933.463379
	Iteration 7Q: 3 clusters Score -4125164 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4125370.750000 Penalty: 4933.463379
	Iteration 8Q: 3 clusters Score -4125371 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -4125574.000000 Penalty: 4933.463379
	Iteration 9Q: 3 clusters Score -4125574 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4125870.750000 Penalty: 4933.463379
	Iteration 10Q: 3 clusters Score -4125871 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4126180.750000 Penalty: 4933.463379
	Iteration 11Q: 3 clusters Score -4126181 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4126551.750000 Penalty: 4933.463379
	Iteration 12Q: 3 clusters Score -4126552 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4126985.250000 Penalty: 4933.463379
	Iteration 13Q: 3 clusters Score -4126985 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4127435.750000 Penalty: 4933.463379
	Iteration 14Q: 3 clusters Score -4127436 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4127734.250000 Penalty: 4933.463379
	Iteration 15Q: 3 clusters Score -4127734 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4127946.750000 Penalty: 4933.463379
	Iteration 16Q: 3 clusters Score -4127947 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4128070.750000 Penalty: 4933.463379
	Iteration 17Q: 3 clusters Score -4128071 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4128204.500000 Penalty: 4933.463379
	Iteration 18Q: 3 clusters Score -4128204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4128310.750000 Penalty: 4933.463379
	Iteration 19Q: 3 clusters Score -4128311 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4128405.250000 Penalty: 4933.463379
	Iteration 20F: 3 clusters Score -4128405 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4128506.000000 Penalty: 4933.463379
	Iteration 21Q: 3 clusters Score -4128506 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4128601.250000 Penalty: 4933.463379
	Iteration 22Q: 3 clusters Score -4128601 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -4128680.500000 Penalty: 4933.463379
	Iteration 23Q: 3 clusters Score -4128680 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4128775.250000 Penalty: 4933.463379
	Iteration 24Q: 3 clusters Score -4128775 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4128864.750000 Penalty: 4933.463379
	Iteration 25Q: 3 clusters Score -4128865 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4128968.000000 Penalty: 4933.463379
	Iteration 26Q: 3 clusters Score -4128968 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4129062.000000 Penalty: 4933.463379
	Iteration 27Q: 3 clusters Score -4129062 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4129165.750000 Penalty: 4933.463379
	Iteration 28Q: 3 clusters Score -4129166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4129283.500000 Penalty: 4933.463379
	Iteration 29Q: 3 clusters Score -4129284 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4129383.500000 Penalty: 4933.463379
	Iteration 30Q: 3 clusters Score -4129384 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4129498.000000 Penalty: 4933.463379
	Iteration 31Q: 3 clusters Score -4129498 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4129630.250000 Penalty: 4933.463379
	Iteration 32Q: 3 clusters Score -4129630 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4129730.250000 Penalty: 4933.463379
	Iteration 33Q: 3 clusters Score -4129730 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4129838.750000 Penalty: 4933.463379
	Iteration 34Q: 3 clusters Score -4129839 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4129928.500000 Penalty: 4933.463379
	Iteration 35Q: 3 clusters Score -4129928 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4130009.250000 Penalty: 4933.463379
	Iteration 36Q: 3 clusters Score -4130009 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4130082.250000 Penalty: 4933.463379
	Iteration 37Q: 3 clusters Score -4130082 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4130143.750000 Penalty: 4933.463379
	Iteration 38Q: 3 clusters Score -4130144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4130187.750000 Penalty: 4933.463379
	Iteration 39Q: 3 clusters Score -4130188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4130227.000000 Penalty: 4933.463379
	Iteration 40F: 3 clusters Score -4130227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4130252.500000 Penalty: 4933.463379
	Iteration 41Q: 3 clusters Score -4130252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4130290.500000 Penalty: 4933.463379
	Iteration 42Q: 3 clusters Score -4130290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4130315.250000 Penalty: 4933.463379
	Iteration 43Q: 3 clusters Score -4130315 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4130340.000000 Penalty: 4933.463379
	Iteration 44Q: 3 clusters Score -4130340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4130353.000000 Penalty: 4933.463379
	Iteration 45Q: 3 clusters Score -4130353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4130379.500000 Penalty: 4933.463379
	Iteration 46Q: 3 clusters Score -4130380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4130403.250000 Penalty: 4933.463379
	Iteration 47Q: 3 clusters Score -4130403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4130411.000000 Penalty: 4933.463379
	Iteration 48Q: 3 clusters Score -4130411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4130425.000000 Penalty: 4933.463379
	Iteration 49Q: 3 clusters Score -4130425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4130428.500000 Penalty: 4933.463379
	Iteration 50Q: 3 clusters Score -4130428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4130432.750000 Penalty: 4933.463379
	Iteration 51Q: 3 clusters Score -4130433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4130443.750000 Penalty: 4933.463379
	Iteration 52Q: 3 clusters Score -4130444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4130442.000000 Penalty: 4933.463379
	Iteration 53Q: 3 clusters Score -4130442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4130446.250000 Penalty: 4933.463379
	Iteration 54Q: 3 clusters Score -4130446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4130447.500000 Penalty: 4933.463379
	Iteration 55Q: 3 clusters Score -4130448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4130446.000000 Penalty: 4933.463379
	Iteration 56Q: 3 clusters Score -4130446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4130451.000000 Penalty: 4933.463379
	Iteration 57Q: 3 clusters Score -4130451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4130458.000000 Penalty: 4933.463379
	Iteration 58Q: 3 clusters Score -4130458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4130468.250000 Penalty: 4933.463379
	Iteration 59Q: 3 clusters Score -4130468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4130473.500000 Penalty: 4933.463379
	Iteration 60F: 3 clusters Score -4130474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -4130489.750000 Penalty: 4933.463379
	Iteration 61Q: 3 clusters Score -4130490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4130497.250000 Penalty: 4933.463379
	Iteration 62Q: 3 clusters Score -4130497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4130495.500000 Penalty: 4933.463379
	Iteration 63Q: 3 clusters Score -4130496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4130490.500000 Penalty: 4933.463379
	Iteration 64Q: 3 clusters Score -4130490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4130495.250000 Penalty: 4933.463379
	Iteration 65Q: 3 clusters Score -4130495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4130494.500000 Penalty: 4933.463379
	Iteration 66Q: 3 clusters Score -4130494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4130491.750000 Penalty: 4933.463379
	Iteration 67Q: 3 clusters Score -4130492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4130489.500000 Penalty: 4933.463379
	Iteration 68Q: 3 clusters Score -4130490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4130498.250000 Penalty: 4933.463379
	Iteration 69Q: 3 clusters Score -4130498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4130503.250000 Penalty: 4933.463379
	Iteration 70Q: 3 clusters Score -4130503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4130504.500000 Penalty: 4933.463379
	Iteration 71Q: 3 clusters Score -4130504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4130512.250000 Penalty: 4933.463379
	Iteration 72Q: 3 clusters Score -4130512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -4130510.750000 Penalty: 4933.463379
	Iteration 73Q: 3 clusters Score -4130511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4130521.750000 Penalty: 4933.463379
	Iteration 74Q: 3 clusters Score -4130522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4130522.750000 Penalty: 4933.463379
	Iteration 75Q: 3 clusters Score -4130523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4130522.750000 Penalty: 4933.463379
	Iteration 76Q: 3 clusters Score -4130523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -4130530.750000 Penalty: 4933.463379
	Iteration 77Q: 3 clusters Score -4130531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4130530.500000 Penalty: 4933.463379
	Iteration 78Q: 3 clusters Score -4130530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4130538.000000 Penalty: 4933.463379
	Iteration 79Q: 3 clusters Score -4130538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4130544.250000 Penalty: 4933.463379
	Iteration 80F: 3 clusters Score -4130544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4130548.250000 Penalty: 4933.463379
	Iteration 81Q: 3 clusters Score -4130548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4130555.500000 Penalty: 4933.463379
	Iteration 82Q: 3 clusters Score -4130556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4130564.750000 Penalty: 4933.463379
	Iteration 83Q: 3 clusters Score -4130565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4130574.500000 Penalty: 4933.463379
	Iteration 84Q: 3 clusters Score -4130574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4130575.750000 Penalty: 4933.463379
	Iteration 85Q: 3 clusters Score -4130576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4130580.250000 Penalty: 4933.463379
	Iteration 86Q: 3 clusters Score -4130580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4130576.250000 Penalty: 4933.463379
	Iteration 87Q: 3 clusters Score -4130576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4130572.750000 Penalty: 4933.463379
	Iteration 88Q: 3 clusters Score -4130573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4130564.250000 Penalty: 4933.463379
	Iteration 89Q: 3 clusters Score -4130564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4130567.750000 Penalty: 4933.463379
	Iteration 90Q: 3 clusters Score -4130568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4130565.000000 Penalty: 4933.463379
	Iteration 91Q: 3 clusters Score -4130565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -4130571.000000 Penalty: 4933.463379
	Iteration 92Q: 3 clusters Score -4130571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4130573.750000 Penalty: 4933.463379
	Iteration 93Q: 3 clusters Score -4130574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4130574.250000 Penalty: 4933.463379
	Iteration 94Q: 3 clusters Score -4130574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4130570.000000 Penalty: 4933.463379
	Iteration 95Q: 3 clusters Score -4130570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -4130572.000000 Penalty: 4933.463379
	Iteration 96Q: 3 clusters Score -4130572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4130571.250000 Penalty: 4933.463379
	Iteration 97Q: 3 clusters Score -4130571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4130578.500000 Penalty: 4933.463379
	Iteration 98Q: 3 clusters Score -4130578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4130576.000000 Penalty: 4933.463379
	Iteration 99Q: 3 clusters Score -4130576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4130578.250000 Penalty: 4933.463379
	Iteration 100F: 3 clusters Score -4130578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4130583.500000 Penalty: 4933.463379
	Iteration 101Q: 3 clusters Score -4130584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4130581.000000 Penalty: 4933.463379
	Iteration 102Q: 3 clusters Score -4130581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4130581.750000 Penalty: 4933.463379
	Iteration 103Q: 3 clusters Score -4130582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -4130584.000000 Penalty: 4933.463379
	Iteration 104Q: 3 clusters Score -4130584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4130579.250000 Penalty: 4933.463379
	Iteration 105Q: 3 clusters Score -4130579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -4130581.000000 Penalty: 4933.463379
	Iteration 106Q: 3 clusters Score -4130581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4130575.750000 Penalty: 4933.463379
	Iteration 107Q: 3 clusters Score -4130576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -4130572.250000 Penalty: 4933.463379
	Iteration 108Q: 3 clusters Score -4130572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4130571.250000 Penalty: 4933.463379
	Iteration 109Q: 3 clusters Score -4130571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4130568.000000 Penalty: 4933.463379
	Iteration 110Q: 3 clusters Score -4130568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4130570.750000 Penalty: 4933.463379
	Iteration 111Q: 3 clusters Score -4130571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4130570.750000 Penalty: 4933.463379
	Iteration 112Q: 3 clusters Score -4130571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4130569.500000 Penalty: 4933.463379
	Iteration 113Q: 3 clusters Score -4130570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4130556.750000 Penalty: 4933.463379
	Iteration 114Q: 3 clusters Score -4130557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4130570.000000 Penalty: 4933.463379
	Iteration 115Q: 3 clusters Score -4130570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4130568.500000 Penalty: 4933.463379
	Iteration 116Q: 3 clusters Score -4130568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4130579.250000 Penalty: 4933.463379
	Iteration 117Q: 3 clusters Score -4130579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4130578.500000 Penalty: 4933.463379
	Iteration 118Q: 3 clusters Score -4130578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -4130596.500000 Penalty: 4933.463379
	Iteration 119Q: 3 clusters Score -4130596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4130597.500000 Penalty: 4933.463379
	Iteration 120F: 3 clusters Score -4130598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4130594.750000 Penalty: 4933.463379
	Iteration 121Q: 3 clusters Score -4130595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4130599.000000 Penalty: 4933.463379
	Iteration 122Q: 3 clusters Score -4130599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4130598.750000 Penalty: 4933.463379
	Iteration 123Q: 3 clusters Score -4130599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4130615.500000 Penalty: 4933.463379
	Iteration 124Q: 3 clusters Score -4130616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4130613.750000 Penalty: 4933.463379
	Iteration 125Q: 3 clusters Score -4130614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4130616.000000 Penalty: 4933.463379
	Iteration 126Q: 3 clusters Score -4130616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4130625.750000 Penalty: 4933.463379
	Iteration 127Q: 3 clusters Score -4130626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4130635.000000 Penalty: 4933.463379
	Iteration 128Q: 3 clusters Score -4130635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4130635.500000 Penalty: 4933.463379
	Iteration 129Q: 3 clusters Score -4130636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4130637.250000 Penalty: 4933.463379
	Iteration 130Q: 3 clusters Score -4130637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4130657.250000 Penalty: 4933.463379
	Iteration 131Q: 3 clusters Score -4130657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4130656.500000 Penalty: 4933.463379
	Iteration 132Q: 3 clusters Score -4130656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4130653.250000 Penalty: 4933.463379
	Iteration 133Q: 3 clusters Score -4130653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4130646.750000 Penalty: 4933.463379
	Iteration 134Q: 3 clusters Score -4130647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4130639.750000 Penalty: 4933.463379
	Iteration 135Q: 3 clusters Score -4130640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4130645.250000 Penalty: 4933.463379
	Iteration 136Q: 3 clusters Score -4130645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4130663.500000 Penalty: 4933.463379
	Iteration 137Q: 3 clusters Score -4130664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4130671.250000 Penalty: 4933.463379
	Iteration 138Q: 3 clusters Score -4130671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4130678.750000 Penalty: 4933.463379
	Iteration 139Q: 3 clusters Score -4130679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4130673.250000 Penalty: 4933.463379
	Iteration 140F: 3 clusters Score -4130673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4130677.750000 Penalty: 4933.463379
	Iteration 141Q: 3 clusters Score -4130678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4130681.500000 Penalty: 4933.463379
	Iteration 142Q: 3 clusters Score -4130682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4130688.250000 Penalty: 4933.463379
	Iteration 143Q: 3 clusters Score -4130688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4130691.500000 Penalty: 4933.463379
	Iteration 144Q: 3 clusters Score -4130692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -4130693.750000 Penalty: 4933.463379
	Iteration 145Q: 3 clusters Score -4130694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4130689.000000 Penalty: 4933.463379
	Iteration 146Q: 3 clusters Score -4130689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4130693.750000 Penalty: 4933.463379
	Iteration 147Q: 3 clusters Score -4130694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4130689.250000 Penalty: 4933.463379
	Iteration 148Q: 3 clusters Score -4130689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4130694.750000 Penalty: 4933.463379
	Iteration 149Q: 3 clusters Score -4130695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -4130688.000000 Penalty: 4933.463379
	Iteration 150Q: 3 clusters Score -4130688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4130685.000000 Penalty: 4933.463379
	Iteration 151Q: 3 clusters Score -4130685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4130691.500000 Penalty: 4933.463379
	Iteration 152Q: 3 clusters Score -4130692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4130668.250000 Penalty: 4933.463379
	Iteration 153Q: 3 clusters Score -4130668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4130668.250000 Penalty: 4933.463379
	Iteration 154Q: 3 clusters Score -4130668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4130675.250000 Penalty: 4933.463379
	Iteration 155Q: 3 clusters Score -4130675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4130674.500000 Penalty: 4933.463379
	Iteration 156Q: 3 clusters Score -4130674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4130676.750000 Penalty: 4933.463379
	Iteration 157Q: 3 clusters Score -4130677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4130673.500000 Penalty: 4933.463379
	Iteration 158Q: 3 clusters Score -4130674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -4130677.500000 Penalty: 4933.463379
	Iteration 159Q: 3 clusters Score -4130678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4130672.750000 Penalty: 4933.463379
	Iteration 160F: 3 clusters Score -4130673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39161 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 39458 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 16028 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 28903 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34136 members 
Mstep: Class 22 contains 22177 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 19351 members 
Mstep: Class 33 contains 21701 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
Score: -87199544.000000 Penalty: 110135.960938
Splitting cluster 26 changes total score from -87199544.000000 to -87199544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (20329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Entering Unmasked Estep 
Score: -3910302.000000 Penalty: 2460.111328
	Iteration 0F: 2 clusters Score -3910302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3896911.750000 Penalty: 4920.222656
	Iteration 0F: 3 clusters Score -3896912 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3901502.000000 Penalty: 4920.222656
	Iteration 1F: 3 clusters Score -3901502 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3901900.250000 Penalty: 4920.222656
	Iteration 2F: 3 clusters Score -3901900 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3902215.500000 Penalty: 4920.222656
	Iteration 3Q: 3 clusters Score -3902216 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3902573.250000 Penalty: 4920.222656
	Iteration 4Q: 3 clusters Score -3902573 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3902952.750000 Penalty: 4920.222656
	Iteration 5Q: 3 clusters Score -3902953 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3903457.250000 Penalty: 4920.222656
	Iteration 6Q: 3 clusters Score -3903457 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3904034.500000 Penalty: 4920.222656
	Iteration 7F: 3 clusters Score -3904034 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3904811.000000 Penalty: 4920.222656
	Iteration 8F: 3 clusters Score -3904811 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3905728.000000 Penalty: 4920.222656
	Iteration 9F: 3 clusters Score -3905728 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3906688.500000 Penalty: 4920.222656
	Iteration 10F: 3 clusters Score -3906688 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3907523.500000 Penalty: 4920.222656
	Iteration 11Q: 3 clusters Score -3907524 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3907961.750000 Penalty: 4920.222656
	Iteration 12Q: 3 clusters Score -3907962 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3908124.250000 Penalty: 4920.222656
	Iteration 13Q: 3 clusters Score -3908124 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3908189.250000 Penalty: 4920.222656
	Iteration 14Q: 3 clusters Score -3908189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3908258.000000 Penalty: 4920.222656
	Iteration 15Q: 3 clusters Score -3908258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3908306.750000 Penalty: 4920.222656
	Iteration 16Q: 3 clusters Score -3908307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3908340.000000 Penalty: 4920.222656
	Iteration 17Q: 3 clusters Score -3908340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3908366.250000 Penalty: 4920.222656
	Iteration 18Q: 3 clusters Score -3908366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3908378.000000 Penalty: 4920.222656
	Iteration 19Q: 3 clusters Score -3908378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3908391.000000 Penalty: 4920.222656
	Iteration 20F: 3 clusters Score -3908391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3908404.750000 Penalty: 4920.222656
	Iteration 21Q: 3 clusters Score -3908405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3908410.500000 Penalty: 4920.222656
	Iteration 22Q: 3 clusters Score -3908410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3908415.500000 Penalty: 4920.222656
	Iteration 23Q: 3 clusters Score -3908416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3908427.250000 Penalty: 4920.222656
	Iteration 24Q: 3 clusters Score -3908427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3908426.500000 Penalty: 4920.222656
	Iteration 25Q: 3 clusters Score -3908426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3908426.250000 Penalty: 4920.222656
	Iteration 26Q: 3 clusters Score -3908426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3908432.750000 Penalty: 4920.222656
	Iteration 27Q: 3 clusters Score -3908433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3908432.750000 Penalty: 4920.222656
	Iteration 28F: 3 clusters Score -3908433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -71764.507812 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -71764.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70483.718750 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -70483.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70660.609375 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -70660.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70701.632812 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -70701.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70713.093750 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -70713.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70721.359375 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -70721.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70733.023438 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -70733.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70742.093750 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -70742.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70753.632812 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -70753.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70763.570312 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -70763.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70776.625000 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -70776.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70781.734375 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -70781.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70792.359375 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -70792.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70800.140625 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -70800.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70814.789062 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -70814.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70836.164062 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -70836.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70855.546875 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -70855.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70870.804688 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -70870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70879.296875 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -70879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70884.476562 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -70884.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70888.132812 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -70888.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70888.132812 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -70888.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -2196351.250000 Penalty: 2308.566650
	Iteration 0F: 2 clusters Score -2196351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2188063.750000 Penalty: 4617.133301
	Iteration 0F: 3 clusters Score -2188064 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2190612.250000 Penalty: 4617.133301
	Iteration 1F: 3 clusters Score -2190612 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2190904.250000 Penalty: 4617.133301
	Iteration 2F: 3 clusters Score -2190904 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2191139.000000 Penalty: 4617.133301
	Iteration 3Q: 3 clusters Score -2191139 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2191345.250000 Penalty: 4617.133301
	Iteration 4Q: 3 clusters Score -2191345 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2191536.000000 Penalty: 4617.133301
	Iteration 5Q: 3 clusters Score -2191536 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2191767.000000 Penalty: 4617.133301
	Iteration 6Q: 3 clusters Score -2191767 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2192095.250000 Penalty: 4617.133301
	Iteration 7F: 3 clusters Score -2192095 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2192485.750000 Penalty: 4617.133301
	Iteration 8F: 3 clusters Score -2192486 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2192927.500000 Penalty: 4617.133301
	Iteration 9Q: 3 clusters Score -2192928 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2193298.500000 Penalty: 4617.133301
	Iteration 10Q: 3 clusters Score -2193298 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2193582.000000 Penalty: 4617.133301
	Iteration 11Q: 3 clusters Score -2193582 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2193769.750000 Penalty: 4617.133301
	Iteration 12Q: 3 clusters Score -2193770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2193903.000000 Penalty: 4617.133301
	Iteration 13Q: 3 clusters Score -2193903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2193992.250000 Penalty: 4617.133301
	Iteration 14Q: 3 clusters Score -2193992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2194067.500000 Penalty: 4617.133301
	Iteration 15Q: 3 clusters Score -2194068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2194149.750000 Penalty: 4617.133301
	Iteration 16Q: 3 clusters Score -2194150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2194171.250000 Penalty: 4617.133301
	Iteration 17Q: 3 clusters Score -2194171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2194191.750000 Penalty: 4617.133301
	Iteration 18Q: 3 clusters Score -2194192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2194204.500000 Penalty: 4617.133301
	Iteration 19Q: 3 clusters Score -2194204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2194214.000000 Penalty: 4617.133301
	Iteration 20F: 3 clusters Score -2194214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2194219.750000 Penalty: 4617.133301
	Iteration 21Q: 3 clusters Score -2194220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2194234.750000 Penalty: 4617.133301
	Iteration 22Q: 3 clusters Score -2194235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2194250.250000 Penalty: 4617.133301
	Iteration 23Q: 3 clusters Score -2194250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2194257.000000 Penalty: 4617.133301
	Iteration 24Q: 3 clusters Score -2194257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2194267.250000 Penalty: 4617.133301
	Iteration 25Q: 3 clusters Score -2194267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2194276.000000 Penalty: 4617.133301
	Iteration 26Q: 3 clusters Score -2194276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2194280.500000 Penalty: 4617.133301
	Iteration 27Q: 3 clusters Score -2194280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2194282.250000 Penalty: 4617.133301
	Iteration 28Q: 3 clusters Score -2194282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2194284.250000 Penalty: 4617.133301
	Iteration 29Q: 3 clusters Score -2194284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2194287.000000 Penalty: 4617.133301
	Iteration 30Q: 3 clusters Score -2194287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2194288.250000 Penalty: 4617.133301
	Iteration 31Q: 3 clusters Score -2194288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2194285.500000 Penalty: 4617.133301
	Iteration 32Q: 3 clusters Score -2194286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2194288.500000 Penalty: 4617.133301
	Iteration 33Q: 3 clusters Score -2194288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2194285.750000 Penalty: 4617.133301
	Iteration 34Q: 3 clusters Score -2194286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2194285.750000 Penalty: 4617.133301
	Iteration 35F: 3 clusters Score -2194286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Entering Unmasked Estep 
Score: -3836701.500000 Penalty: 2447.229492
	Iteration 0F: 2 clusters Score -3836702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3824292.500000 Penalty: 4894.458984
	Iteration 0F: 3 clusters Score -3824292 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3828809.750000 Penalty: 4894.458984
	Iteration 1F: 3 clusters Score -3828810 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3829212.000000 Penalty: 4894.458984
	Iteration 2F: 3 clusters Score -3829212 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3829571.500000 Penalty: 4894.458984
	Iteration 3F: 3 clusters Score -3829572 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3829886.750000 Penalty: 4894.458984
	Iteration 4Q: 3 clusters Score -3829887 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3830204.250000 Penalty: 4894.458984
	Iteration 5F: 3 clusters Score -3830204 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3830365.750000 Penalty: 4894.458984
	Iteration 6Q: 3 clusters Score -3830366 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3830611.750000 Penalty: 4894.458984
	Iteration 7Q: 3 clusters Score -3830612 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3830899.750000 Penalty: 4894.458984
	Iteration 8Q: 3 clusters Score -3830900 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3831358.750000 Penalty: 4894.458984
	Iteration 9Q: 3 clusters Score -3831359 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3831904.000000 Penalty: 4894.458984
	Iteration 10Q: 3 clusters Score -3831904 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3832476.750000 Penalty: 4894.458984
	Iteration 11Q: 3 clusters Score -3832477 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3832977.500000 Penalty: 4894.458984
	Iteration 12Q: 3 clusters Score -3832978 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3833168.750000 Penalty: 4894.458984
	Iteration 13Q: 3 clusters Score -3833169 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3833865.500000 Penalty: 4894.458984
	Iteration 14Q: 3 clusters Score -3833866 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3834214.750000 Penalty: 4894.458984
	Iteration 15Q: 3 clusters Score -3834215 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3834304.500000 Penalty: 4894.458984
	Iteration 16Q: 3 clusters Score -3834304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3834440.250000 Penalty: 4894.458984
	Iteration 17Q: 3 clusters Score -3834440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3834532.250000 Penalty: 4894.458984
	Iteration 18Q: 3 clusters Score -3834532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3834575.000000 Penalty: 4894.458984
	Iteration 19Q: 3 clusters Score -3834575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3834603.500000 Penalty: 4894.458984
	Iteration 20F: 3 clusters Score -3834604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3834622.500000 Penalty: 4894.458984
	Iteration 21Q: 3 clusters Score -3834622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3834643.250000 Penalty: 4894.458984
	Iteration 22Q: 3 clusters Score -3834643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3834643.250000 Penalty: 4894.458984
	Iteration 23Q: 3 clusters Score -3834643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3834660.250000 Penalty: 4894.458984
	Iteration 24Q: 3 clusters Score -3834660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3834656.750000 Penalty: 4894.458984
	Iteration 25Q: 3 clusters Score -3834657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3834662.000000 Penalty: 4894.458984
	Iteration 26Q: 3 clusters Score -3834662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3834670.000000 Penalty: 4894.458984
	Iteration 27Q: 3 clusters Score -3834670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3834673.250000 Penalty: 4894.458984
	Iteration 28Q: 3 clusters Score -3834673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3834679.250000 Penalty: 4894.458984
	Iteration 29Q: 3 clusters Score -3834679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3834680.750000 Penalty: 4894.458984
	Iteration 30Q: 3 clusters Score -3834681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3834685.750000 Penalty: 4894.458984
	Iteration 31Q: 3 clusters Score -3834686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3834685.750000 Penalty: 4894.458984
	Iteration 32Q: 3 clusters Score -3834686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3834691.250000 Penalty: 4894.458984
	Iteration 33Q: 3 clusters Score -3834691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3834694.500000 Penalty: 4894.458984
	Iteration 34Q: 3 clusters Score -3834694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3834692.000000 Penalty: 4894.458984
	Iteration 35Q: 3 clusters Score -3834692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3834695.000000 Penalty: 4894.458984
	Iteration 36Q: 3 clusters Score -3834695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3834698.750000 Penalty: 4894.458984
	Iteration 37Q: 3 clusters Score -3834699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3834700.750000 Penalty: 4894.458984
	Iteration 38Q: 3 clusters Score -3834701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3834700.500000 Penalty: 4894.458984
	Iteration 39Q: 3 clusters Score -3834700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3834709.000000 Penalty: 4894.458984
	Iteration 40F: 3 clusters Score -3834709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3834710.250000 Penalty: 4894.458984
	Iteration 41Q: 3 clusters Score -3834710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3834706.500000 Penalty: 4894.458984
	Iteration 42Q: 3 clusters Score -3834706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3834705.500000 Penalty: 4894.458984
	Iteration 43Q: 3 clusters Score -3834706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3834707.000000 Penalty: 4894.458984
	Iteration 44Q: 3 clusters Score -3834707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3834711.750000 Penalty: 4894.458984
	Iteration 45Q: 3 clusters Score -3834712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3834711.750000 Penalty: 4894.458984
	Iteration 46F: 3 clusters Score -3834712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -506471.125000 Penalty: 1952.368896
	Iteration 0F: 2 clusters Score -506471.1 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 1310 members 
Entering Unmasked Estep 
Score: -503386.250000 Penalty: 3904.737793
	Iteration 0F: 3 clusters Score -503386.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -503938.218750 Penalty: 3904.737793
	Iteration 1F: 3 clusters Score -503938.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -504064.625000 Penalty: 3904.737793
	Iteration 2F: 3 clusters Score -504064.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -504141.406250 Penalty: 3904.737793
	Iteration 3Q: 3 clusters Score -504141.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -504192.531250 Penalty: 3904.737793
	Iteration 4Q: 3 clusters Score -504192.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -504230.125000 Penalty: 3904.737793
	Iteration 5Q: 3 clusters Score -504230.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -504252.812500 Penalty: 3904.737793
	Iteration 6Q: 3 clusters Score -504252.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -504269.687500 Penalty: 3904.737793
	Iteration 7Q: 3 clusters Score -504269.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -504283.812500 Penalty: 3904.737793
	Iteration 8Q: 3 clusters Score -504283.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -504293.781250 Penalty: 3904.737793
	Iteration 9Q: 3 clusters Score -504293.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -504308.687500 Penalty: 3904.737793
	Iteration 10Q: 3 clusters Score -504308.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -504319.906250 Penalty: 3904.737793
	Iteration 11Q: 3 clusters Score -504319.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -504330.187500 Penalty: 3904.737793
	Iteration 12Q: 3 clusters Score -504330.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -504337.250000 Penalty: 3904.737793
	Iteration 13Q: 3 clusters Score -504337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -504341.562500 Penalty: 3904.737793
	Iteration 14Q: 3 clusters Score -504341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -504346.250000 Penalty: 3904.737793
	Iteration 15Q: 3 clusters Score -504346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -504352.843750 Penalty: 3904.737793
	Iteration 16Q: 3 clusters Score -504352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -504361.187500 Penalty: 3904.737793
	Iteration 17Q: 3 clusters Score -504361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -504369.093750 Penalty: 3904.737793
	Iteration 18Q: 3 clusters Score -504369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -504374.125000 Penalty: 3904.737793
	Iteration 19Q: 3 clusters Score -504374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -504378.125000 Penalty: 3904.737793
	Iteration 20F: 3 clusters Score -504378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -504379.062500 Penalty: 3904.737793
	Iteration 21Q: 3 clusters Score -504379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -504380.593750 Penalty: 3904.737793
	Iteration 22Q: 3 clusters Score -504380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -504382.750000 Penalty: 3904.737793
	Iteration 23Q: 3 clusters Score -504382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -504383.750000 Penalty: 3904.737793
	Iteration 24Q: 3 clusters Score -504383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -504384.687500 Penalty: 3904.737793
	Iteration 25Q: 3 clusters Score -504384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -504384.687500 Penalty: 3904.737793
	Iteration 26F: 3 clusters Score -504384.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -3838348.750000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -3838349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3826180.000000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -3826180 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3830948.750000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -3830949 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3831710.250000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -3831710 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3832726.500000 Penalty: 4895.767578
	Iteration 3F: 3 clusters Score -3832726 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3834124.000000 Penalty: 4895.767578
	Iteration 4F: 3 clusters Score -3834124 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3835539.250000 Penalty: 4895.767578
	Iteration 5F: 3 clusters Score -3835539 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3836249.000000 Penalty: 4895.767578
	Iteration 6F: 3 clusters Score -3836249 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3836534.250000 Penalty: 4895.767578
	Iteration 7Q: 3 clusters Score -3836534 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3836729.500000 Penalty: 4895.767578
	Iteration 8Q: 3 clusters Score -3836730 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3836887.750000 Penalty: 4895.767578
	Iteration 9Q: 3 clusters Score -3836888 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3836962.250000 Penalty: 4895.767578
	Iteration 10Q: 3 clusters Score -3836962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3836966.500000 Penalty: 4895.767578
	Iteration 11Q: 3 clusters Score -3836966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3836987.500000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -3836988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3837018.000000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -3837018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3837028.750000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -3837029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3837061.500000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -3837062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3837060.250000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -3837060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3837045.000000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -3837045 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3837046.000000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -3837046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3837053.250000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -3837053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3837045.250000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -3837045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3837059.250000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -3837059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3837066.000000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -3837066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3837062.250000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -3837062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3837053.750000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -3837054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3837065.500000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -3837066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3837072.000000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -3837072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3837070.250000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -3837070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3837070.500000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -3837070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3837073.500000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -3837074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3837067.500000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -3837068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3837059.250000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -3837059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3837063.500000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -3837064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3837061.750000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -3837062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3837066.750000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -3837067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3837074.500000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -3837074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3837073.250000 Penalty: 4895.767578
	Iteration 36Q: 3 clusters Score -3837073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3837067.250000 Penalty: 4895.767578
	Iteration 37Q: 3 clusters Score -3837067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3837067.750000 Penalty: 4895.767578
	Iteration 38Q: 3 clusters Score -3837068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3837067.750000 Penalty: 4895.767578
	Iteration 39F: 3 clusters Score -3837068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Entering Unmasked Estep 
Score: -4294671.500000 Penalty: 2476.308105
	Iteration 0F: 2 clusters Score -4294672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4283626.000000 Penalty: 4952.616211
	Iteration 0F: 3 clusters Score -4283626 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4288688.500000 Penalty: 4952.616211
	Iteration 1F: 3 clusters Score -4288688 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4289025.500000 Penalty: 4952.616211
	Iteration 2F: 3 clusters Score -4289026 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4289301.500000 Penalty: 4952.616211
	Iteration 3F: 3 clusters Score -4289302 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -4289570.500000 Penalty: 4952.616211
	Iteration 4F: 3 clusters Score -4289570 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4289923.500000 Penalty: 4952.616211
	Iteration 5F: 3 clusters Score -4289924 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4290666.000000 Penalty: 4952.616211
	Iteration 6F: 3 clusters Score -4290666 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4291981.000000 Penalty: 4952.616211
	Iteration 7F: 3 clusters Score -4291981 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4293574.500000 Penalty: 4952.616211
	Iteration 8F: 3 clusters Score -4293574 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -4294494.500000 Penalty: 4952.616211
	Iteration 9F: 3 clusters Score -4294494 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -4294900.000000 Penalty: 4952.616211
	Iteration 10Q: 3 clusters Score -4294900 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4295103.500000 Penalty: 4952.616211
	Iteration 11Q: 3 clusters Score -4295104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -4295198.500000 Penalty: 4952.616211
	Iteration 12Q: 3 clusters Score -4295198 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4295345.500000 Penalty: 4952.616211
	Iteration 13Q: 3 clusters Score -4295346 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4295431.500000 Penalty: 4952.616211
	Iteration 14Q: 3 clusters Score -4295432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -4295571.500000 Penalty: 4952.616211
	Iteration 15Q: 3 clusters Score -4295572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4295651.000000 Penalty: 4952.616211
	Iteration 16Q: 3 clusters Score -4295651 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4295699.500000 Penalty: 4952.616211
	Iteration 17Q: 3 clusters Score -4295700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4295755.500000 Penalty: 4952.616211
	Iteration 18Q: 3 clusters Score -4295756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4295712.000000 Penalty: 4952.616211
	Iteration 19Q: 3 clusters Score -4295712 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4295822.000000 Penalty: 4952.616211
	Iteration 20F: 3 clusters Score -4295822 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -4295852.500000 Penalty: 4952.616211
	Iteration 21Q: 3 clusters Score -4295852 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4295796.500000 Penalty: 4952.616211
	Iteration 22Q: 3 clusters Score -4295796 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4295671.500000 Penalty: 4952.616211
	Iteration 23Q: 3 clusters Score -4295672 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4295546.000000 Penalty: 4952.616211
	Iteration 24Q: 3 clusters Score -4295546 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -4295412.500000 Penalty: 4952.616211
	Iteration 25Q: 3 clusters Score -4295412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4295198.000000 Penalty: 4952.616211
	Iteration 26Q: 3 clusters Score -4295198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4295079.000000 Penalty: 4952.616211
	Iteration 27Q: 3 clusters Score -4295079 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4294843.000000 Penalty: 4952.616211
	Iteration 28Q: 3 clusters Score -4294843 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -4294763.500000 Penalty: 4952.616211
	Iteration 29Q: 3 clusters Score -4294764 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4294686.500000 Penalty: 4952.616211
	Iteration 30Q: 3 clusters Score -4294686 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -4294523.500000 Penalty: 4952.616211
	Iteration 31Q: 3 clusters Score -4294524 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4294434.500000 Penalty: 4952.616211
	Iteration 32Q: 3 clusters Score -4294434 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4294328.500000 Penalty: 4952.616211
	Iteration 33Q: 3 clusters Score -4294328 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4294211.000000 Penalty: 4952.616211
	Iteration 34Q: 3 clusters Score -4294211 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -4294187.000000 Penalty: 4952.616211
	Iteration 35Q: 3 clusters Score -4294187 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4294203.000000 Penalty: 4952.616211
	Iteration 36Q: 3 clusters Score -4294203 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4294192.000000 Penalty: 4952.616211
	Iteration 37Q: 3 clusters Score -4294192 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4293993.000000 Penalty: 4952.616211
	Iteration 38Q: 3 clusters Score -4293993 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4293791.500000 Penalty: 4952.616211
	Iteration 39Q: 3 clusters Score -4293792 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4294151.500000 Penalty: 4952.616211
	Iteration 40F: 3 clusters Score -4294152 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4294055.500000 Penalty: 4952.616211
	Iteration 41Q: 3 clusters Score -4294056 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4293932.000000 Penalty: 4952.616211
	Iteration 42Q: 3 clusters Score -4293932 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4293881.000000 Penalty: 4952.616211
	Iteration 43Q: 3 clusters Score -4293881 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4293971.000000 Penalty: 4952.616211
	Iteration 44Q: 3 clusters Score -4293971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4293960.000000 Penalty: 4952.616211
	Iteration 45Q: 3 clusters Score -4293960 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4293947.500000 Penalty: 4952.616211
	Iteration 46Q: 3 clusters Score -4293948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4293930.500000 Penalty: 4952.616211
	Iteration 47Q: 3 clusters Score -4293930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4293934.000000 Penalty: 4952.616211
	Iteration 48Q: 3 clusters Score -4293934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4293943.500000 Penalty: 4952.616211
	Iteration 49Q: 3 clusters Score -4293944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4293930.500000 Penalty: 4952.616211
	Iteration 50Q: 3 clusters Score -4293930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4293924.000000 Penalty: 4952.616211
	Iteration 51Q: 3 clusters Score -4293924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4293923.000000 Penalty: 4952.616211
	Iteration 52Q: 3 clusters Score -4293923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4293927.000000 Penalty: 4952.616211
	Iteration 53Q: 3 clusters Score -4293927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4293921.000000 Penalty: 4952.616211
	Iteration 54Q: 3 clusters Score -4293921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4293934.500000 Penalty: 4952.616211
	Iteration 55Q: 3 clusters Score -4293934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4293937.000000 Penalty: 4952.616211
	Iteration 56Q: 3 clusters Score -4293937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4293929.000000 Penalty: 4952.616211
	Iteration 57Q: 3 clusters Score -4293929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4293928.000000 Penalty: 4952.616211
	Iteration 58Q: 3 clusters Score -4293928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4293932.500000 Penalty: 4952.616211
	Iteration 59Q: 3 clusters Score -4293932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4293928.500000 Penalty: 4952.616211
	Iteration 60F: 3 clusters Score -4293928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4293931.500000 Penalty: 4952.616211
	Iteration 61Q: 3 clusters Score -4293932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4293935.500000 Penalty: 4952.616211
	Iteration 62Q: 3 clusters Score -4293936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4293937.000000 Penalty: 4952.616211
	Iteration 63Q: 3 clusters Score -4293937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4293929.000000 Penalty: 4952.616211
	Iteration 64Q: 3 clusters Score -4293929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4293933.000000 Penalty: 4952.616211
	Iteration 65Q: 3 clusters Score -4293933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4293926.000000 Penalty: 4952.616211
	Iteration 66Q: 3 clusters Score -4293926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4293935.000000 Penalty: 4952.616211
	Iteration 67Q: 3 clusters Score -4293935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4293925.000000 Penalty: 4952.616211
	Iteration 68Q: 3 clusters Score -4293925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4293923.500000 Penalty: 4952.616211
	Iteration 69Q: 3 clusters Score -4293924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4293918.000000 Penalty: 4952.616211
	Iteration 70Q: 3 clusters Score -4293918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4293919.500000 Penalty: 4952.616211
	Iteration 71Q: 3 clusters Score -4293920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4293920.000000 Penalty: 4952.616211
	Iteration 72Q: 3 clusters Score -4293920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4293919.000000 Penalty: 4952.616211
	Iteration 73Q: 3 clusters Score -4293919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4293915.500000 Penalty: 4952.616211
	Iteration 74Q: 3 clusters Score -4293916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4293914.000000 Penalty: 4952.616211
	Iteration 75Q: 3 clusters Score -4293914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4293914.000000 Penalty: 4952.616211
	Iteration 76F: 3 clusters Score -4293914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -85907.406250 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -85907.41 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 268 members 
Entering Unmasked Estep 
Score: -84442.781250 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -84442.78 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84691.460938 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -84691.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84816.664062 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -84816.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -84877.726562 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -84877.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -84942.726562 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -84942.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84980.421875 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -84980.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84992.851562 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -84992.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -84998.164062 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -84998.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -85000.718750 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -85000.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -85004.218750 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -85004.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -85004.218750 Penalty: 3092.267822
	Iteration 10F: 3 clusters Score -85004.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39161 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 39458 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 7 contains 35247 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 28903 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34136 members 
Mstep: Class 22 contains 22177 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20879 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11034 members 
Mstep: Class 30 contains 19300 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 19351 members 
Mstep: Class 33 contains 21701 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199840.000000 Penalty: 106896.671875
Iteration 199Q: 34 clusters Score -8.719984e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39149 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 39451 members 
Mstep: Class 5 contains 4907 members 
Mstep: Class 7 contains 35234 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 22463 members 
Mstep: Class 14 contains 10688 members 
Mstep: Class 15 contains 20725 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 541 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29936 members 
Mstep: Class 21 contains 34257 members 
Mstep: Class 22 contains 22176 members 
Mstep: Class 23 contains 8183 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 20307 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11133 members 
Mstep: Class 30 contains 19295 members 
Mstep: Class 31 contains 2635 members 
Mstep: Class 32 contains 19363 members 
Mstep: Class 33 contains 21544 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200168.000000 Penalty: 106896.671875
Iteration 200F: 34 clusters Score -8.720017e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39120 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 39470 members 
Mstep: Class 5 contains 4909 members 
Mstep: Class 7 contains 35203 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20062 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18061 members 
Mstep: Class 13 contains 22413 members 
Mstep: Class 14 contains 10679 members 
Mstep: Class 15 contains 20754 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 28847 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29919 members 
Mstep: Class 21 contains 34378 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 8231 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20869 members 
Mstep: Class 27 contains 20287 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11231 members 
Mstep: Class 30 contains 19294 members 
Mstep: Class 31 contains 2639 members 
Mstep: Class 32 contains 19344 members 
Mstep: Class 33 contains 21454 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200264.000000 Penalty: 106896.671875
Iteration 201Q: 34 clusters Score -8.720026e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39091 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 39461 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 7 contains 35168 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20084 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18065 members 
Mstep: Class 13 contains 22366 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 20782 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29898 members 
Mstep: Class 21 contains 34506 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20862 members 
Mstep: Class 27 contains 20254 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11307 members 
Mstep: Class 30 contains 19261 members 
Mstep: Class 31 contains 2651 members 
Mstep: Class 32 contains 19357 members 
Mstep: Class 33 contains 21383 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200608.000000 Penalty: 106896.671875
Iteration 202Q: 34 clusters Score -8.720061e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39075 members 
Mstep: Class 3 contains 8283 members 
Mstep: Class 4 contains 39445 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20099 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18056 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 10646 members 
Mstep: Class 15 contains 20797 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 28807 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29884 members 
Mstep: Class 21 contains 34579 members 
Mstep: Class 22 contains 22155 members 
Mstep: Class 23 contains 8277 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20862 members 
Mstep: Class 27 contains 20230 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11398 members 
Mstep: Class 30 contains 19281 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 19358 members 
Mstep: Class 33 contains 21342 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200760.000000 Penalty: 106896.671875
Iteration 203Q: 34 clusters Score -8.720076e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39047 members 
Mstep: Class 3 contains 8279 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 7 contains 35128 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20104 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 22304 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 20784 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 28786 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29861 members 
Mstep: Class 21 contains 34652 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 8297 members 
Mstep: Class 24 contains 535 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20867 members 
Mstep: Class 27 contains 20206 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11494 members 
Mstep: Class 30 contains 19312 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 19357 members 
Mstep: Class 33 contains 21279 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200808.000000 Penalty: 106896.671875
Iteration 204Q: 34 clusters Score -8.720081e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39040 members 
Mstep: Class 3 contains 8278 members 
Mstep: Class 4 contains 39404 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 7 contains 35125 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18069 members 
Mstep: Class 13 contains 22270 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 20754 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 28790 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29847 members 
Mstep: Class 21 contains 34710 members 
Mstep: Class 22 contains 22154 members 
Mstep: Class 23 contains 8345 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20861 members 
Mstep: Class 27 contains 20191 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11601 members 
Mstep: Class 30 contains 19315 members 
Mstep: Class 31 contains 2684 members 
Mstep: Class 32 contains 19342 members 
Mstep: Class 33 contains 21216 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201176.000000 Penalty: 106896.671875
Iteration 205Q: 34 clusters Score -8.720118e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39008 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 39392 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 7 contains 35138 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20081 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18067 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 10597 members 
Mstep: Class 15 contains 20726 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 28780 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29832 members 
Mstep: Class 21 contains 34761 members 
Mstep: Class 22 contains 22165 members 
Mstep: Class 23 contains 8380 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20849 members 
Mstep: Class 27 contains 20192 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11698 members 
Mstep: Class 30 contains 19292 members 
Mstep: Class 31 contains 2681 members 
Mstep: Class 32 contains 19350 members 
Mstep: Class 33 contains 21200 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201424.000000 Penalty: 106896.671875
Iteration 206Q: 34 clusters Score -8.720142e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39004 members 
Mstep: Class 3 contains 8275 members 
Mstep: Class 4 contains 39378 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 7 contains 35115 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20082 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 22208 members 
Mstep: Class 14 contains 10586 members 
Mstep: Class 15 contains 20688 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 28760 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29819 members 
Mstep: Class 21 contains 34819 members 
Mstep: Class 22 contains 22163 members 
Mstep: Class 23 contains 8415 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20846 members 
Mstep: Class 27 contains 20181 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11801 members 
Mstep: Class 30 contains 19285 members 
Mstep: Class 31 contains 2678 members 
Mstep: Class 32 contains 19354 members 
Mstep: Class 33 contains 21179 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201552.000000 Penalty: 106896.671875
Iteration 207Q: 34 clusters Score -8.720155e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38987 members 
Mstep: Class 3 contains 8271 members 
Mstep: Class 4 contains 39361 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 7 contains 35098 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18066 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 10569 members 
Mstep: Class 15 contains 20668 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 28732 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29802 members 
Mstep: Class 21 contains 34900 members 
Mstep: Class 22 contains 22143 members 
Mstep: Class 23 contains 8444 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20832 members 
Mstep: Class 27 contains 20188 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11907 members 
Mstep: Class 30 contains 19286 members 
Mstep: Class 31 contains 2678 members 
Mstep: Class 32 contains 19373 members 
Mstep: Class 33 contains 21132 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201504.000000 Penalty: 106896.671875
Iteration 208Q: 34 clusters Score -8.72015e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38972 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 39351 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 7 contains 35086 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20096 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 22126 members 
Mstep: Class 14 contains 10558 members 
Mstep: Class 15 contains 20645 members 
Mstep: Class 16 contains 4804 members 
Mstep: Class 17 contains 28709 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29782 members 
Mstep: Class 21 contains 34988 members 
Mstep: Class 22 contains 22128 members 
Mstep: Class 23 contains 8443 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20825 members 
Mstep: Class 27 contains 20188 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 11986 members 
Mstep: Class 30 contains 19266 members 
Mstep: Class 31 contains 2684 members 
Mstep: Class 32 contains 19417 members 
Mstep: Class 33 contains 21102 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201488.000000 Penalty: 106896.671875
Iteration 209Q: 34 clusters Score -8.720149e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 38947 members 
Mstep: Class 3 contains 8268 members 
Mstep: Class 4 contains 39347 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 7 contains 35090 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20101 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 22107 members 
Mstep: Class 14 contains 10541 members 
Mstep: Class 15 contains 20615 members 
Mstep: Class 16 contains 4801 members 
Mstep: Class 17 contains 28668 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29757 members 
Mstep: Class 21 contains 35052 members 
Mstep: Class 22 contains 22115 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20837 members 
Mstep: Class 27 contains 20187 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12062 members 
Mstep: Class 30 contains 19275 members 
Mstep: Class 31 contains 2693 members 
Mstep: Class 32 contains 19432 members 
Mstep: Class 33 contains 21096 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201416.000000 Penalty: 106896.671875
Iteration 210Q: 34 clusters Score -8.720142e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 38909 members 
Mstep: Class 3 contains 8263 members 
Mstep: Class 4 contains 39331 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 7 contains 35089 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20126 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 22091 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 20568 members 
Mstep: Class 16 contains 4794 members 
Mstep: Class 17 contains 28636 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29759 members 
Mstep: Class 21 contains 35106 members 
Mstep: Class 22 contains 22103 members 
Mstep: Class 23 contains 8426 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 20181 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12137 members 
Mstep: Class 30 contains 19280 members 
Mstep: Class 31 contains 2695 members 
Mstep: Class 32 contains 19430 members 
Mstep: Class 33 contains 21101 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201576.000000 Penalty: 106896.671875
Iteration 211Q: 34 clusters Score -8.720158e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38873 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 39333 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 7 contains 35072 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20136 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18096 members 
Mstep: Class 13 contains 22077 members 
Mstep: Class 14 contains 10523 members 
Mstep: Class 15 contains 20537 members 
Mstep: Class 16 contains 4793 members 
Mstep: Class 17 contains 28600 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29755 members 
Mstep: Class 21 contains 35158 members 
Mstep: Class 22 contains 22092 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20849 members 
Mstep: Class 27 contains 20171 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12203 members 
Mstep: Class 30 contains 19247 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 19435 members 
Mstep: Class 33 contains 21084 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201696.000000 Penalty: 106896.671875
Iteration 212Q: 34 clusters Score -8.72017e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38833 members 
Mstep: Class 3 contains 8255 members 
Mstep: Class 4 contains 39330 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 7 contains 35058 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20166 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18109 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 10516 members 
Mstep: Class 15 contains 20498 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 28573 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29749 members 
Mstep: Class 21 contains 35226 members 
Mstep: Class 22 contains 22060 members 
Mstep: Class 23 contains 8523 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20848 members 
Mstep: Class 27 contains 20164 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12276 members 
Mstep: Class 30 contains 19226 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 19440 members 
Mstep: Class 33 contains 21069 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201664.000000 Penalty: 106896.671875
Iteration 213Q: 34 clusters Score -8.720166e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38789 members 
Mstep: Class 3 contains 8252 members 
Mstep: Class 4 contains 39317 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 7 contains 35036 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20188 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18127 members 
Mstep: Class 13 contains 22032 members 
Mstep: Class 14 contains 10510 members 
Mstep: Class 15 contains 20472 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 28528 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29732 members 
Mstep: Class 21 contains 35329 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 8543 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 20180 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12375 members 
Mstep: Class 30 contains 19198 members 
Mstep: Class 31 contains 2726 members 
Mstep: Class 32 contains 19434 members 
Mstep: Class 33 contains 21038 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201760.000000 Penalty: 106896.671875
Iteration 214Q: 34 clusters Score -8.720176e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 38783 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 39315 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20209 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18138 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 10503 members 
Mstep: Class 15 contains 20465 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 28473 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 35447 members 
Mstep: Class 22 contains 22039 members 
Mstep: Class 23 contains 8574 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20831 members 
Mstep: Class 27 contains 20175 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12490 members 
Mstep: Class 30 contains 19152 members 
Mstep: Class 31 contains 2728 members 
Mstep: Class 32 contains 19440 members 
Mstep: Class 33 contains 20976 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201952.000000 Penalty: 106896.671875
Iteration 215Q: 34 clusters Score -8.720195e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38726 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 7 contains 34954 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 20466 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 28412 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29646 members 
Mstep: Class 21 contains 35652 members 
Mstep: Class 22 contains 22019 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 536 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20831 members 
Mstep: Class 27 contains 20160 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12593 members 
Mstep: Class 30 contains 19126 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 19435 members 
Mstep: Class 33 contains 20905 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202256.000000 Penalty: 106896.671875
Iteration 216Q: 34 clusters Score -8.720226e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38654 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 39308 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 7 contains 34909 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20265 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18174 members 
Mstep: Class 13 contains 21887 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 20456 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 28347 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29579 members 
Mstep: Class 21 contains 35915 members 
Mstep: Class 22 contains 22020 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20829 members 
Mstep: Class 27 contains 20147 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12687 members 
Mstep: Class 30 contains 19054 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 19426 members 
Mstep: Class 33 contains 20885 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202920.000000 Penalty: 106896.671875
Iteration 217Q: 34 clusters Score -8.720292e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 38600 members 
Mstep: Class 3 contains 8245 members 
Mstep: Class 4 contains 39308 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 7 contains 34806 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20289 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18208 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 10485 members 
Mstep: Class 15 contains 20439 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 28246 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29480 members 
Mstep: Class 21 contains 36373 members 
Mstep: Class 22 contains 21997 members 
Mstep: Class 23 contains 8692 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20836 members 
Mstep: Class 27 contains 20130 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12799 members 
Mstep: Class 30 contains 18956 members 
Mstep: Class 31 contains 2769 members 
Mstep: Class 32 contains 19429 members 
Mstep: Class 33 contains 20884 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203488.000000 Penalty: 106896.671875
Iteration 218Q: 34 clusters Score -8.720349e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 38550 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 39326 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 7 contains 34660 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20307 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 21479 members 
Mstep: Class 14 contains 10482 members 
Mstep: Class 15 contains 20413 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 28118 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29312 members 
Mstep: Class 21 contains 37047 members 
Mstep: Class 22 contains 21993 members 
Mstep: Class 23 contains 8700 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20824 members 
Mstep: Class 27 contains 20117 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12895 members 
Mstep: Class 30 contains 18903 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 19421 members 
Mstep: Class 33 contains 20876 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203552.000000 Penalty: 106896.671875
Iteration 219Q: 34 clusters Score -8.720355e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 38501 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 39342 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 7 contains 34470 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20321 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18302 members 
Mstep: Class 13 contains 21054 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 20378 members 
Mstep: Class 16 contains 4778 members 
Mstep: Class 17 contains 27979 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 29105 members 
Mstep: Class 21 contains 37956 members 
Mstep: Class 22 contains 21996 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20821 members 
Mstep: Class 27 contains 20100 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 12992 members 
Mstep: Class 30 contains 18836 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 19382 members 
Mstep: Class 33 contains 20887 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204200.000000 Penalty: 106896.671875
Iteration 220F: 34 clusters Score -8.72042e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 38465 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 39333 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 7 contains 34229 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20337 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18377 members 
Mstep: Class 13 contains 20399 members 
Mstep: Class 14 contains 10467 members 
Mstep: Class 15 contains 20342 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 27779 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 28768 members 
Mstep: Class 21 contains 39309 members 
Mstep: Class 22 contains 21998 members 
Mstep: Class 23 contains 8791 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20821 members 
Mstep: Class 27 contains 20077 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 18820 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 19353 members 
Mstep: Class 33 contains 20906 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204496.000000 Penalty: 106896.671875
Iteration 221Q: 34 clusters Score -8.72045e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38429 members 
Mstep: Class 3 contains 8235 members 
Mstep: Class 4 contains 39318 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 7 contains 33947 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20414 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18467 members 
Mstep: Class 13 contains 19605 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 20303 members 
Mstep: Class 16 contains 4773 members 
Mstep: Class 17 contains 27581 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 28321 members 
Mstep: Class 21 contains 40892 members 
Mstep: Class 22 contains 21963 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20820 members 
Mstep: Class 27 contains 20094 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13153 members 
Mstep: Class 30 contains 18800 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 19323 members 
Mstep: Class 33 contains 20893 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203304.000000 Penalty: 106896.671875
Iteration 222Q: 34 clusters Score -8.72033e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38470 members 
Mstep: Class 3 contains 8228 members 
Mstep: Class 4 contains 39335 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 7 contains 33836 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18524 members 
Mstep: Class 13 contains 18853 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 20266 members 
Mstep: Class 16 contains 4770 members 
Mstep: Class 17 contains 27468 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27869 members 
Mstep: Class 21 contains 42043 members 
Mstep: Class 22 contains 21931 members 
Mstep: Class 23 contains 8899 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20806 members 
Mstep: Class 27 contains 20181 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13241 members 
Mstep: Class 30 contains 18816 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 19287 members 
Mstep: Class 33 contains 20869 members 
Mstep: Class 34 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201704.000000 Penalty: 106896.671875
Iteration 223Q: 34 clusters Score -8.72017e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 38558 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 39351 members 
Mstep: Class 5 contains 4928 members 
Mstep: Class 7 contains 33936 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20542 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18552 members 
Mstep: Class 13 contains 18439 members 
Mstep: Class 14 contains 10461 members 
Mstep: Class 15 contains 20250 members 
Mstep: Class 16 contains 4772 members 
Mstep: Class 17 contains 27427 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27581 members 
Mstep: Class 21 contains 42340 members 
Mstep: Class 22 contains 21902 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 537 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20802 members 
Mstep: Class 27 contains 20306 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13315 members 
Mstep: Class 30 contains 18843 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 19243 members 
Mstep: Class 33 contains 20846 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201144.000000 Penalty: 106896.671875
Iteration 224Q: 34 clusters Score -8.720114e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 38629 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 39353 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 7 contains 34168 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20530 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18504 members 
Mstep: Class 13 contains 18523 members 
Mstep: Class 14 contains 10461 members 
Mstep: Class 15 contains 20261 members 
Mstep: Class 16 contains 4773 members 
Mstep: Class 17 contains 27518 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27427 members 
Mstep: Class 21 contains 41947 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 9015 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20803 members 
Mstep: Class 27 contains 20384 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13368 members 
Mstep: Class 30 contains 18871 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 19208 members 
Mstep: Class 33 contains 20818 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201344.000000 Penalty: 106896.671875
Iteration 225Q: 34 clusters Score -8.720134e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 38633 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 39334 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 7 contains 34410 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20523 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18483 members 
Mstep: Class 13 contains 18855 members 
Mstep: Class 14 contains 10459 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 27615 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27328 members 
Mstep: Class 21 contains 41331 members 
Mstep: Class 22 contains 21900 members 
Mstep: Class 23 contains 9061 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 20421 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13434 members 
Mstep: Class 30 contains 18879 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 19181 members 
Mstep: Class 33 contains 20796 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202136.000000 Penalty: 106896.671875
Iteration 226Q: 34 clusters Score -8.720214e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 38593 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 39274 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 7 contains 34647 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20501 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18441 members 
Mstep: Class 13 contains 19284 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 20273 members 
Mstep: Class 16 contains 4766 members 
Mstep: Class 17 contains 27642 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27251 members 
Mstep: Class 21 contains 40768 members 
Mstep: Class 22 contains 21893 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20786 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13497 members 
Mstep: Class 30 contains 18912 members 
Mstep: Class 31 contains 2876 members 
Mstep: Class 32 contains 19183 members 
Mstep: Class 33 contains 20751 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202272.000000 Penalty: 106896.671875
Iteration 227Q: 34 clusters Score -8.720227e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38535 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 39214 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 7 contains 34904 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20499 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 19743 members 
Mstep: Class 14 contains 10455 members 
Mstep: Class 15 contains 20252 members 
Mstep: Class 16 contains 4762 members 
Mstep: Class 17 contains 27656 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27180 members 
Mstep: Class 21 contains 40272 members 
Mstep: Class 22 contains 21847 members 
Mstep: Class 23 contains 9157 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20780 members 
Mstep: Class 27 contains 20480 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 13564 members 
Mstep: Class 30 contains 18942 members 
Mstep: Class 31 contains 2895 members 
Mstep: Class 32 contains 19180 members 
Mstep: Class 33 contains 20723 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202624.000000 Penalty: 106896.671875
Iteration 228Q: 34 clusters Score -8.720262e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 38501 members 
Mstep: Class 3 contains 8085 members 
Mstep: Class 4 contains 39185 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 7 contains 35131 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20458 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18304 members 
Mstep: Class 13 contains 20138 members 
Mstep: Class 14 contains 10445 members 
Mstep: Class 15 contains 20225 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 27615 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 39902 members 
Mstep: Class 22 contains 21829 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 538 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20785 members 
Mstep: Class 27 contains 20482 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13605 members 
Mstep: Class 30 contains 18975 members 
Mstep: Class 31 contains 2907 members 
Mstep: Class 32 contains 19161 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203144.000000 Penalty: 106896.671875
Iteration 229Q: 34 clusters Score -8.720314e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 8070 members 
Mstep: Class 4 contains 39152 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20432 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 20475 members 
Mstep: Class 14 contains 10435 members 
Mstep: Class 15 contains 20230 members 
Mstep: Class 16 contains 4752 members 
Mstep: Class 17 contains 27579 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27054 members 
Mstep: Class 21 contains 39578 members 
Mstep: Class 22 contains 21786 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20764 members 
Mstep: Class 27 contains 20511 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13644 members 
Mstep: Class 30 contains 19013 members 
Mstep: Class 31 contains 2928 members 
Mstep: Class 32 contains 19152 members 
Mstep: Class 33 contains 20600 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203352.000000 Penalty: 106896.671875
Iteration 230Q: 34 clusters Score -8.720335e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 38392 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 39133 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 7 contains 35479 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20406 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 20841 members 
Mstep: Class 14 contains 10425 members 
Mstep: Class 15 contains 20266 members 
Mstep: Class 16 contains 4747 members 
Mstep: Class 17 contains 27511 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27028 members 
Mstep: Class 21 contains 39282 members 
Mstep: Class 22 contains 21744 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20750 members 
Mstep: Class 27 contains 20529 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13682 members 
Mstep: Class 30 contains 19019 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 19132 members 
Mstep: Class 33 contains 20545 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203848.000000 Penalty: 106896.671875
Iteration 231Q: 34 clusters Score -8.720385e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 38303 members 
Mstep: Class 3 contains 8046 members 
Mstep: Class 4 contains 39125 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20398 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18126 members 
Mstep: Class 13 contains 21194 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 20323 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 27434 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27022 members 
Mstep: Class 21 contains 39026 members 
Mstep: Class 22 contains 21723 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20732 members 
Mstep: Class 27 contains 20500 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13706 members 
Mstep: Class 30 contains 19021 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 19137 members 
Mstep: Class 33 contains 20496 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204264.000000 Penalty: 106896.671875
Iteration 232Q: 34 clusters Score -8.720426e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38259 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 39088 members 
Mstep: Class 5 contains 4899 members 
Mstep: Class 7 contains 35670 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 525 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 27374 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27019 members 
Mstep: Class 21 contains 38758 members 
Mstep: Class 22 contains 21702 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20732 members 
Mstep: Class 27 contains 20474 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13735 members 
Mstep: Class 30 contains 19025 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 19116 members 
Mstep: Class 33 contains 20484 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204536.000000 Penalty: 106896.671875
Iteration 233Q: 34 clusters Score -8.720454e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38189 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 39096 members 
Mstep: Class 5 contains 4896 members 
Mstep: Class 7 contains 35707 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20404 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18087 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 10392 members 
Mstep: Class 15 contains 20365 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 27312 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27016 members 
Mstep: Class 21 contains 38516 members 
Mstep: Class 22 contains 21677 members 
Mstep: Class 23 contains 9613 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20725 members 
Mstep: Class 27 contains 20454 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13760 members 
Mstep: Class 30 contains 19046 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 19104 members 
Mstep: Class 33 contains 20459 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204808.000000 Penalty: 106896.671875
Iteration 234Q: 34 clusters Score -8.720481e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 38164 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 39098 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 7 contains 35721 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20422 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18044 members 
Mstep: Class 13 contains 22172 members 
Mstep: Class 14 contains 10381 members 
Mstep: Class 15 contains 20380 members 
Mstep: Class 16 contains 4733 members 
Mstep: Class 17 contains 27251 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27015 members 
Mstep: Class 21 contains 38318 members 
Mstep: Class 22 contains 21622 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20716 members 
Mstep: Class 27 contains 20417 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13777 members 
Mstep: Class 30 contains 19087 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 19089 members 
Mstep: Class 33 contains 20435 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205208.000000 Penalty: 106896.671875
Iteration 235Q: 34 clusters Score -8.720521e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38089 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 39072 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20424 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18048 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 20386 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 27197 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27020 members 
Mstep: Class 21 contains 38158 members 
Mstep: Class 22 contains 21590 members 
Mstep: Class 23 contains 9760 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20705 members 
Mstep: Class 27 contains 20403 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13803 members 
Mstep: Class 30 contains 19129 members 
Mstep: Class 31 contains 2960 members 
Mstep: Class 32 contains 19079 members 
Mstep: Class 33 contains 20396 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205224.000000 Penalty: 106896.671875
Iteration 236Q: 34 clusters Score -8.720522e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 38047 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 39034 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20412 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18055 members 
Mstep: Class 13 contains 22640 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 20414 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 27136 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27031 members 
Mstep: Class 21 contains 38037 members 
Mstep: Class 22 contains 21564 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20694 members 
Mstep: Class 27 contains 20373 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13817 members 
Mstep: Class 30 contains 19144 members 
Mstep: Class 31 contains 2973 members 
Mstep: Class 32 contains 19068 members 
Mstep: Class 33 contains 20377 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205344.000000 Penalty: 106896.671875
Iteration 237Q: 34 clusters Score -8.720534e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37980 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 39006 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 7 contains 35748 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20404 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18040 members 
Mstep: Class 13 contains 22830 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 20429 members 
Mstep: Class 16 contains 4738 members 
Mstep: Class 17 contains 27083 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27048 members 
Mstep: Class 21 contains 37935 members 
Mstep: Class 22 contains 21529 members 
Mstep: Class 23 contains 9907 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20687 members 
Mstep: Class 27 contains 20355 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13839 members 
Mstep: Class 30 contains 19160 members 
Mstep: Class 31 contains 2985 members 
Mstep: Class 32 contains 19054 members 
Mstep: Class 33 contains 20362 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205416.000000 Penalty: 106896.671875
Iteration 238Q: 34 clusters Score -8.720542e+07 nChanged 1742
Entering ConstructFrom: 
Score: -87205416.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -457102.187500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -457102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -454123.750000 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -454123.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -454794.125000 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -454794.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -454990.906250 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -454990.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -455130.656250 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -455130.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -455228.343750 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -455228.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -455293.968750 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -455294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -455337.812500 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -455337.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -455382.875000 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -455382.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -455417.562500 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -455417.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -455447.968750 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -455448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -455485.937500 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -455485.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -455547.437500 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -455547.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -455603.468750 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -455603.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -455637.187500 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -455637.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -455659.281250 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -455659.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -455671.437500 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -455671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -455682.531250 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -455682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -455696.312500 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -455696.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -455710.343750 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -455710.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -455724.093750 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -455724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -455732.343750 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -455732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -455740.281250 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -455740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -455748.062500 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -455748.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -455756.343750 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -455756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -455765.093750 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -455765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -455776.718750 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -455776.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -455781.406250 Penalty: 3903.791748
	Iteration 26Q: 3 clusters Score -455781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -455784.500000 Penalty: 3903.791748
	Iteration 27Q: 3 clusters Score -455784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -455789.593750 Penalty: 3903.791748
	Iteration 28Q: 3 clusters Score -455789.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -455799.593750 Penalty: 3903.791748
	Iteration 29Q: 3 clusters Score -455799.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -455815.625000 Penalty: 3903.791748
	Iteration 30Q: 3 clusters Score -455815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -455832.312500 Penalty: 3903.791748
	Iteration 31Q: 3 clusters Score -455832.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -455843.156250 Penalty: 3903.791748
	Iteration 32Q: 3 clusters Score -455843.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -455853.625000 Penalty: 3903.791748
	Iteration 33Q: 3 clusters Score -455853.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -455865.156250 Penalty: 3903.791748
	Iteration 34Q: 3 clusters Score -455865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455872.812500 Penalty: 3903.791748
	Iteration 35Q: 3 clusters Score -455872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -455881.468750 Penalty: 3903.791748
	Iteration 36Q: 3 clusters Score -455881.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -455885.156250 Penalty: 3903.791748
	Iteration 37Q: 3 clusters Score -455885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -455890.750000 Penalty: 3903.791748
	Iteration 38Q: 3 clusters Score -455890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455894.250000 Penalty: 3903.791748
	Iteration 39Q: 3 clusters Score -455894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455899.187500 Penalty: 3903.791748
	Iteration 40F: 3 clusters Score -455899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -455902.750000 Penalty: 3903.791748
	Iteration 41Q: 3 clusters Score -455902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -455908.656250 Penalty: 3903.791748
	Iteration 42Q: 3 clusters Score -455908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -455917.218750 Penalty: 3903.791748
	Iteration 43Q: 3 clusters Score -455917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -455919.687500 Penalty: 3903.791748
	Iteration 44Q: 3 clusters Score -455919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -455924.718750 Penalty: 3903.791748
	Iteration 45Q: 3 clusters Score -455924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -455928.593750 Penalty: 3903.791748
	Iteration 46Q: 3 clusters Score -455928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -455930.093750 Penalty: 3903.791748
	Iteration 47Q: 3 clusters Score -455930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -455930.093750 Penalty: 3903.791748
	Iteration 48F: 3 clusters Score -455930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Entering Unmasked Estep 
Score: -7055720.500000 Penalty: 2614.741699
	Iteration 0F: 2 clusters Score -7055720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -7034922.000000 Penalty: 5229.483398
	Iteration 0F: 3 clusters Score -7034922 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7044337.000000 Penalty: 5229.483398
	Iteration 1F: 3 clusters Score -7044337 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7044781.500000 Penalty: 5229.483398
	Iteration 2Q: 3 clusters Score -7044782 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -7045210.000000 Penalty: 5229.483398
	Iteration 3Q: 3 clusters Score -7045210 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -7045709.500000 Penalty: 5229.483398
	Iteration 4F: 3 clusters Score -7045710 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -7046534.000000 Penalty: 5229.483398
	Iteration 5F: 3 clusters Score -7046534 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -7047799.500000 Penalty: 5229.483398
	Iteration 6F: 3 clusters Score -7047800 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -7049672.500000 Penalty: 5229.483398
	Iteration 7F: 3 clusters Score -7049672 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -7051422.000000 Penalty: 5229.483398
	Iteration 8F: 3 clusters Score -7051422 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -7052277.500000 Penalty: 5229.483398
	Iteration 9F: 3 clusters Score -7052278 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -7052446.000000 Penalty: 5229.483398
	Iteration 10Q: 3 clusters Score -7052446 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -7052434.500000 Penalty: 5229.483398
	Iteration 11Q: 3 clusters Score -7052434 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -7052394.000000 Penalty: 5229.483398
	Iteration 12Q: 3 clusters Score -7052394 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -7052269.500000 Penalty: 5229.483398
	Iteration 13Q: 3 clusters Score -7052270 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -7052245.500000 Penalty: 5229.483398
	Iteration 14Q: 3 clusters Score -7052246 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -7052218.000000 Penalty: 5229.483398
	Iteration 15Q: 3 clusters Score -7052218 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -7052347.500000 Penalty: 5229.483398
	Iteration 16Q: 3 clusters Score -7052348 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -7052506.000000 Penalty: 5229.483398
	Iteration 17Q: 3 clusters Score -7052506 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -7052756.500000 Penalty: 5229.483398
	Iteration 18Q: 3 clusters Score -7052756 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -7053084.000000 Penalty: 5229.483398
	Iteration 19Q: 3 clusters Score -7053084 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7053520.500000 Penalty: 5229.483398
	Iteration 20F: 3 clusters Score -7053520 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -7053743.000000 Penalty: 5229.483398
	Iteration 21Q: 3 clusters Score -7053743 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -7053943.000000 Penalty: 5229.483398
	Iteration 22Q: 3 clusters Score -7053943 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7054051.500000 Penalty: 5229.483398
	Iteration 23Q: 3 clusters Score -7054052 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -7054110.000000 Penalty: 5229.483398
	Iteration 24Q: 3 clusters Score -7054110 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7054168.000000 Penalty: 5229.483398
	Iteration 25Q: 3 clusters Score -7054168 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -7054181.500000 Penalty: 5229.483398
	Iteration 26Q: 3 clusters Score -7054182 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7054222.000000 Penalty: 5229.483398
	Iteration 27Q: 3 clusters Score -7054222 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7054241.500000 Penalty: 5229.483398
	Iteration 28Q: 3 clusters Score -7054242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -7054270.000000 Penalty: 5229.483398
	Iteration 29Q: 3 clusters Score -7054270 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -7054288.000000 Penalty: 5229.483398
	Iteration 30Q: 3 clusters Score -7054288 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7054285.000000 Penalty: 5229.483398
	Iteration 31Q: 3 clusters Score -7054285 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -7054294.000000 Penalty: 5229.483398
	Iteration 32Q: 3 clusters Score -7054294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -7054280.000000 Penalty: 5229.483398
	Iteration 33Q: 3 clusters Score -7054280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7054302.500000 Penalty: 5229.483398
	Iteration 34Q: 3 clusters Score -7054302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7054316.000000 Penalty: 5229.483398
	Iteration 35Q: 3 clusters Score -7054316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7054320.000000 Penalty: 5229.483398
	Iteration 36Q: 3 clusters Score -7054320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -7054330.000000 Penalty: 5229.483398
	Iteration 37Q: 3 clusters Score -7054330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7054340.500000 Penalty: 5229.483398
	Iteration 38Q: 3 clusters Score -7054340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -7054335.000000 Penalty: 5229.483398
	Iteration 39Q: 3 clusters Score -7054335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -7054339.000000 Penalty: 5229.483398
	Iteration 40F: 3 clusters Score -7054339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -7054345.000000 Penalty: 5229.483398
	Iteration 41Q: 3 clusters Score -7054345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -7054332.000000 Penalty: 5229.483398
	Iteration 42Q: 3 clusters Score -7054332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -7054338.500000 Penalty: 5229.483398
	Iteration 43Q: 3 clusters Score -7054338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7054349.000000 Penalty: 5229.483398
	Iteration 44Q: 3 clusters Score -7054349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -7054383.000000 Penalty: 5229.483398
	Iteration 45Q: 3 clusters Score -7054383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7054399.500000 Penalty: 5229.483398
	Iteration 46Q: 3 clusters Score -7054400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7054402.000000 Penalty: 5229.483398
	Iteration 47Q: 3 clusters Score -7054402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -7054399.500000 Penalty: 5229.483398
	Iteration 48Q: 3 clusters Score -7054400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7054393.000000 Penalty: 5229.483398
	Iteration 49Q: 3 clusters Score -7054393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -7054398.000000 Penalty: 5229.483398
	Iteration 50Q: 3 clusters Score -7054398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7054407.000000 Penalty: 5229.483398
	Iteration 51Q: 3 clusters Score -7054407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7054405.500000 Penalty: 5229.483398
	Iteration 52Q: 3 clusters Score -7054406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7054409.500000 Penalty: 5229.483398
	Iteration 53Q: 3 clusters Score -7054410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7054410.500000 Penalty: 5229.483398
	Iteration 54Q: 3 clusters Score -7054410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7054403.500000 Penalty: 5229.483398
	Iteration 55Q: 3 clusters Score -7054404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7054403.500000 Penalty: 5229.483398
	Iteration 56Q: 3 clusters Score -7054404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7054397.000000 Penalty: 5229.483398
	Iteration 57Q: 3 clusters Score -7054397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7054395.500000 Penalty: 5229.483398
	Iteration 58Q: 3 clusters Score -7054396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7054406.500000 Penalty: 5229.483398
	Iteration 59Q: 3 clusters Score -7054406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7054398.500000 Penalty: 5229.483398
	Iteration 60F: 3 clusters Score -7054398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7054403.500000 Penalty: 5229.483398
	Iteration 61Q: 3 clusters Score -7054404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7054404.000000 Penalty: 5229.483398
	Iteration 62Q: 3 clusters Score -7054404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7054412.500000 Penalty: 5229.483398
	Iteration 63Q: 3 clusters Score -7054412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -7054402.000000 Penalty: 5229.483398
	Iteration 64Q: 3 clusters Score -7054402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -7054406.000000 Penalty: 5229.483398
	Iteration 65Q: 3 clusters Score -7054406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -7054408.000000 Penalty: 5229.483398
	Iteration 66Q: 3 clusters Score -7054408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7054407.500000 Penalty: 5229.483398
	Iteration 67Q: 3 clusters Score -7054408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7054412.000000 Penalty: 5229.483398
	Iteration 68Q: 3 clusters Score -7054412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7054405.500000 Penalty: 5229.483398
	Iteration 69Q: 3 clusters Score -7054406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7054410.000000 Penalty: 5229.483398
	Iteration 70Q: 3 clusters Score -7054410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7054413.500000 Penalty: 5229.483398
	Iteration 71Q: 3 clusters Score -7054414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7054416.000000 Penalty: 5229.483398
	Iteration 72Q: 3 clusters Score -7054416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7054417.000000 Penalty: 5229.483398
	Iteration 73Q: 3 clusters Score -7054417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7054417.000000 Penalty: 5229.483398
	Iteration 74F: 3 clusters Score -7054417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -1451946.750000 Penalty: 2229.196533
	Iteration 0F: 2 clusters Score -1451947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1445550.125000 Penalty: 4458.393066
	Iteration 0F: 3 clusters Score -1445550 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1447524.875000 Penalty: 4458.393066
	Iteration 1F: 3 clusters Score -1447525 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1448029.375000 Penalty: 4458.393066
	Iteration 2F: 3 clusters Score -1448029 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1448449.125000 Penalty: 4458.393066
	Iteration 3F: 3 clusters Score -1448449 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1448857.875000 Penalty: 4458.393066
	Iteration 4F: 3 clusters Score -1448858 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1449345.125000 Penalty: 4458.393066
	Iteration 5F: 3 clusters Score -1449345 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1449885.000000 Penalty: 4458.393066
	Iteration 6F: 3 clusters Score -1449885 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1450388.500000 Penalty: 4458.393066
	Iteration 7F: 3 clusters Score -1450388 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1450790.250000 Penalty: 4458.393066
	Iteration 8F: 3 clusters Score -1450790 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1451068.250000 Penalty: 4458.393066
	Iteration 9Q: 3 clusters Score -1451068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1451219.250000 Penalty: 4458.393066
	Iteration 10Q: 3 clusters Score -1451219 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1451270.875000 Penalty: 4458.393066
	Iteration 11Q: 3 clusters Score -1451271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1451307.125000 Penalty: 4458.393066
	Iteration 12Q: 3 clusters Score -1451307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1451329.250000 Penalty: 4458.393066
	Iteration 13Q: 3 clusters Score -1451329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1451352.875000 Penalty: 4458.393066
	Iteration 14Q: 3 clusters Score -1451353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1451362.500000 Penalty: 4458.393066
	Iteration 15Q: 3 clusters Score -1451362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1451367.875000 Penalty: 4458.393066
	Iteration 16Q: 3 clusters Score -1451368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1451374.125000 Penalty: 4458.393066
	Iteration 17Q: 3 clusters Score -1451374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1451379.125000 Penalty: 4458.393066
	Iteration 18Q: 3 clusters Score -1451379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1451379.500000 Penalty: 4458.393066
	Iteration 19Q: 3 clusters Score -1451380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1451380.625000 Penalty: 4458.393066
	Iteration 20F: 3 clusters Score -1451381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1451384.125000 Penalty: 4458.393066
	Iteration 21Q: 3 clusters Score -1451384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1451386.500000 Penalty: 4458.393066
	Iteration 22Q: 3 clusters Score -1451386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1451386.125000 Penalty: 4458.393066
	Iteration 23Q: 3 clusters Score -1451386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1451387.125000 Penalty: 4458.393066
	Iteration 24Q: 3 clusters Score -1451387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1451385.625000 Penalty: 4458.393066
	Iteration 25Q: 3 clusters Score -1451386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1451385.625000 Penalty: 4458.393066
	Iteration 26F: 3 clusters Score -1451386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Entering Unmasked Estep 
Score: -7241476.500000 Penalty: 2621.501953
	Iteration 0F: 2 clusters Score -7241476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -7217557.000000 Penalty: 5243.003906
	Iteration 0F: 3 clusters Score -7217557 nChanged 17812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -7227380.500000 Penalty: 5243.003906
	Iteration 1F: 3 clusters Score -7227380 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -7228193.000000 Penalty: 5243.003906
	Iteration 2F: 3 clusters Score -7228193 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -7229353.500000 Penalty: 5243.003906
	Iteration 3F: 3 clusters Score -7229354 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7230954.500000 Penalty: 5243.003906
	Iteration 4F: 3 clusters Score -7230954 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7232631.500000 Penalty: 5243.003906
	Iteration 5F: 3 clusters Score -7232632 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -7233767.500000 Penalty: 5243.003906
	Iteration 6F: 3 clusters Score -7233768 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -7234558.000000 Penalty: 5243.003906
	Iteration 7F: 3 clusters Score -7234558 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -7235006.000000 Penalty: 5243.003906
	Iteration 8Q: 3 clusters Score -7235006 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7235113.000000 Penalty: 5243.003906
	Iteration 9Q: 3 clusters Score -7235113 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -7235071.000000 Penalty: 5243.003906
	Iteration 10Q: 3 clusters Score -7235071 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -7234938.500000 Penalty: 5243.003906
	Iteration 11Q: 3 clusters Score -7234938 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -7234870.000000 Penalty: 5243.003906
	Iteration 12Q: 3 clusters Score -7234870 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7234751.000000 Penalty: 5243.003906
	Iteration 13Q: 3 clusters Score -7234751 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7234704.000000 Penalty: 5243.003906
	Iteration 14Q: 3 clusters Score -7234704 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -7234693.000000 Penalty: 5243.003906
	Iteration 15Q: 3 clusters Score -7234693 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -7234704.500000 Penalty: 5243.003906
	Iteration 16Q: 3 clusters Score -7234704 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -7234764.000000 Penalty: 5243.003906
	Iteration 17Q: 3 clusters Score -7234764 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -7234859.500000 Penalty: 5243.003906
	Iteration 18Q: 3 clusters Score -7234860 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -7234927.000000 Penalty: 5243.003906
	Iteration 19Q: 3 clusters Score -7234927 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -7235059.000000 Penalty: 5243.003906
	Iteration 20F: 3 clusters Score -7235059 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -7235179.500000 Penalty: 5243.003906
	Iteration 21Q: 3 clusters Score -7235180 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7235336.500000 Penalty: 5243.003906
	Iteration 22Q: 3 clusters Score -7235336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -7235528.000000 Penalty: 5243.003906
	Iteration 23Q: 3 clusters Score -7235528 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -7235763.000000 Penalty: 5243.003906
	Iteration 24Q: 3 clusters Score -7235763 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -7235916.500000 Penalty: 5243.003906
	Iteration 25Q: 3 clusters Score -7235916 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7236072.000000 Penalty: 5243.003906
	Iteration 26Q: 3 clusters Score -7236072 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -7236268.500000 Penalty: 5243.003906
	Iteration 27Q: 3 clusters Score -7236268 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7236454.500000 Penalty: 5243.003906
	Iteration 28Q: 3 clusters Score -7236454 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7236607.500000 Penalty: 5243.003906
	Iteration 29Q: 3 clusters Score -7236608 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -7236662.000000 Penalty: 5243.003906
	Iteration 30Q: 3 clusters Score -7236662 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -7236713.500000 Penalty: 5243.003906
	Iteration 31Q: 3 clusters Score -7236714 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -7236676.500000 Penalty: 5243.003906
	Iteration 32Q: 3 clusters Score -7236676 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -7236514.500000 Penalty: 5243.003906
	Iteration 33Q: 3 clusters Score -7236514 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7236352.500000 Penalty: 5243.003906
	Iteration 34Q: 3 clusters Score -7236352 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -7236225.500000 Penalty: 5243.003906
	Iteration 35Q: 3 clusters Score -7236226 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7236183.500000 Penalty: 5243.003906
	Iteration 36Q: 3 clusters Score -7236184 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -7236209.000000 Penalty: 5243.003906
	Iteration 37Q: 3 clusters Score -7236209 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -7236358.000000 Penalty: 5243.003906
	Iteration 38Q: 3 clusters Score -7236358 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -7236530.000000 Penalty: 5243.003906
	Iteration 39Q: 3 clusters Score -7236530 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -7236812.500000 Penalty: 5243.003906
	Iteration 40F: 3 clusters Score -7236812 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7236913.000000 Penalty: 5243.003906
	Iteration 41Q: 3 clusters Score -7236913 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -7237010.000000 Penalty: 5243.003906
	Iteration 42Q: 3 clusters Score -7237010 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -7237157.500000 Penalty: 5243.003906
	Iteration 43Q: 3 clusters Score -7237158 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -7237286.000000 Penalty: 5243.003906
	Iteration 44Q: 3 clusters Score -7237286 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -7237367.500000 Penalty: 5243.003906
	Iteration 45Q: 3 clusters Score -7237368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -7237451.000000 Penalty: 5243.003906
	Iteration 46Q: 3 clusters Score -7237451 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -7237486.000000 Penalty: 5243.003906
	Iteration 47Q: 3 clusters Score -7237486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -7237525.500000 Penalty: 5243.003906
	Iteration 48Q: 3 clusters Score -7237526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7237544.500000 Penalty: 5243.003906
	Iteration 49Q: 3 clusters Score -7237544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -7237567.000000 Penalty: 5243.003906
	Iteration 50Q: 3 clusters Score -7237567 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -7237567.500000 Penalty: 5243.003906
	Iteration 51Q: 3 clusters Score -7237568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -7237583.500000 Penalty: 5243.003906
	Iteration 52Q: 3 clusters Score -7237584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7237565.500000 Penalty: 5243.003906
	Iteration 53Q: 3 clusters Score -7237566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7237580.000000 Penalty: 5243.003906
	Iteration 54Q: 3 clusters Score -7237580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7237585.500000 Penalty: 5243.003906
	Iteration 55Q: 3 clusters Score -7237586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7237587.500000 Penalty: 5243.003906
	Iteration 56Q: 3 clusters Score -7237588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7237598.000000 Penalty: 5243.003906
	Iteration 57Q: 3 clusters Score -7237598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7237608.000000 Penalty: 5243.003906
	Iteration 58Q: 3 clusters Score -7237608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7237597.500000 Penalty: 5243.003906
	Iteration 59Q: 3 clusters Score -7237598 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7237597.000000 Penalty: 5243.003906
	Iteration 60F: 3 clusters Score -7237597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -7237594.500000 Penalty: 5243.003906
	Iteration 61Q: 3 clusters Score -7237594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -7237607.000000 Penalty: 5243.003906
	Iteration 62Q: 3 clusters Score -7237607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7237584.500000 Penalty: 5243.003906
	Iteration 63Q: 3 clusters Score -7237584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -7237582.500000 Penalty: 5243.003906
	Iteration 64Q: 3 clusters Score -7237582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -7237577.000000 Penalty: 5243.003906
	Iteration 65Q: 3 clusters Score -7237577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -7237583.000000 Penalty: 5243.003906
	Iteration 66Q: 3 clusters Score -7237583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -7237589.000000 Penalty: 5243.003906
	Iteration 67Q: 3 clusters Score -7237589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7237582.500000 Penalty: 5243.003906
	Iteration 68Q: 3 clusters Score -7237582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7237588.500000 Penalty: 5243.003906
	Iteration 69Q: 3 clusters Score -7237588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -7237583.500000 Penalty: 5243.003906
	Iteration 70Q: 3 clusters Score -7237584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7237576.000000 Penalty: 5243.003906
	Iteration 71Q: 3 clusters Score -7237576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7237570.500000 Penalty: 5243.003906
	Iteration 72Q: 3 clusters Score -7237570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7237578.500000 Penalty: 5243.003906
	Iteration 73Q: 3 clusters Score -7237578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -7237579.000000 Penalty: 5243.003906
	Iteration 74Q: 3 clusters Score -7237579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -7237585.000000 Penalty: 5243.003906
	Iteration 75Q: 3 clusters Score -7237585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7237580.000000 Penalty: 5243.003906
	Iteration 76Q: 3 clusters Score -7237580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -7237588.000000 Penalty: 5243.003906
	Iteration 77Q: 3 clusters Score -7237588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -7237586.500000 Penalty: 5243.003906
	Iteration 78Q: 3 clusters Score -7237586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -7237593.500000 Penalty: 5243.003906
	Iteration 79Q: 3 clusters Score -7237594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -7237593.500000 Penalty: 5243.003906
	Iteration 80F: 3 clusters Score -7237594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7237590.000000 Penalty: 5243.003906
	Iteration 81Q: 3 clusters Score -7237590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7237597.000000 Penalty: 5243.003906
	Iteration 82Q: 3 clusters Score -7237597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7237595.000000 Penalty: 5243.003906
	Iteration 83Q: 3 clusters Score -7237595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7237592.500000 Penalty: 5243.003906
	Iteration 84Q: 3 clusters Score -7237592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7237592.500000 Penalty: 5243.003906
	Iteration 85F: 3 clusters Score -7237592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -852261.562500 Penalty: 2107.557129
	Iteration 0F: 2 clusters Score -852261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -847793.062500 Penalty: 4215.114258
	Iteration 0F: 3 clusters Score -847793.1 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -848964.625000 Penalty: 4215.114258
	Iteration 1F: 3 clusters Score -848964.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -849219.000000 Penalty: 4215.114258
	Iteration 2F: 3 clusters Score -849219 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -849373.250000 Penalty: 4215.114258
	Iteration 3Q: 3 clusters Score -849373.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -849501.062500 Penalty: 4215.114258
	Iteration 4Q: 3 clusters Score -849501.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -849590.312500 Penalty: 4215.114258
	Iteration 5Q: 3 clusters Score -849590.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -849655.812500 Penalty: 4215.114258
	Iteration 6Q: 3 clusters Score -849655.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -849700.437500 Penalty: 4215.114258
	Iteration 7Q: 3 clusters Score -849700.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -849742.875000 Penalty: 4215.114258
	Iteration 8Q: 3 clusters Score -849742.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -849789.750000 Penalty: 4215.114258
	Iteration 9Q: 3 clusters Score -849789.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -849835.750000 Penalty: 4215.114258
	Iteration 10Q: 3 clusters Score -849835.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -849877.562500 Penalty: 4215.114258
	Iteration 11Q: 3 clusters Score -849877.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -849923.125000 Penalty: 4215.114258
	Iteration 12Q: 3 clusters Score -849923.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -849971.187500 Penalty: 4215.114258
	Iteration 13Q: 3 clusters Score -849971.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -850020.750000 Penalty: 4215.114258
	Iteration 14Q: 3 clusters Score -850020.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -850086.312500 Penalty: 4215.114258
	Iteration 15Q: 3 clusters Score -850086.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -850148.937500 Penalty: 4215.114258
	Iteration 16Q: 3 clusters Score -850148.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -850194.937500 Penalty: 4215.114258
	Iteration 17Q: 3 clusters Score -850194.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -850236.750000 Penalty: 4215.114258
	Iteration 18Q: 3 clusters Score -850236.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -850272.562500 Penalty: 4215.114258
	Iteration 19Q: 3 clusters Score -850272.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -850313.562500 Penalty: 4215.114258
	Iteration 20F: 3 clusters Score -850313.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -850354.125000 Penalty: 4215.114258
	Iteration 21Q: 3 clusters Score -850354.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -850394.500000 Penalty: 4215.114258
	Iteration 22Q: 3 clusters Score -850394.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -850419.875000 Penalty: 4215.114258
	Iteration 23Q: 3 clusters Score -850419.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -850445.375000 Penalty: 4215.114258
	Iteration 24Q: 3 clusters Score -850445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -850472.500000 Penalty: 4215.114258
	Iteration 25Q: 3 clusters Score -850472.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -850499.625000 Penalty: 4215.114258
	Iteration 26Q: 3 clusters Score -850499.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -850530.375000 Penalty: 4215.114258
	Iteration 27Q: 3 clusters Score -850530.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -850557.875000 Penalty: 4215.114258
	Iteration 28Q: 3 clusters Score -850557.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -850583.062500 Penalty: 4215.114258
	Iteration 29Q: 3 clusters Score -850583.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -850607.687500 Penalty: 4215.114258
	Iteration 30Q: 3 clusters Score -850607.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -850632.250000 Penalty: 4215.114258
	Iteration 31Q: 3 clusters Score -850632.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -850653.937500 Penalty: 4215.114258
	Iteration 32Q: 3 clusters Score -850653.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -850674.562500 Penalty: 4215.114258
	Iteration 33Q: 3 clusters Score -850674.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -850692.125000 Penalty: 4215.114258
	Iteration 34Q: 3 clusters Score -850692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -850704.500000 Penalty: 4215.114258
	Iteration 35Q: 3 clusters Score -850704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -850712.562500 Penalty: 4215.114258
	Iteration 36Q: 3 clusters Score -850712.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -850716.937500 Penalty: 4215.114258
	Iteration 37Q: 3 clusters Score -850716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -850720.875000 Penalty: 4215.114258
	Iteration 38Q: 3 clusters Score -850720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -850730.937500 Penalty: 4215.114258
	Iteration 39Q: 3 clusters Score -850730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -850743.875000 Penalty: 4215.114258
	Iteration 40F: 3 clusters Score -850743.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -850751.500000 Penalty: 4215.114258
	Iteration 41Q: 3 clusters Score -850751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -850768.500000 Penalty: 4215.114258
	Iteration 42Q: 3 clusters Score -850768.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -850781.062500 Penalty: 4215.114258
	Iteration 43Q: 3 clusters Score -850781.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -850792.125000 Penalty: 4215.114258
	Iteration 44Q: 3 clusters Score -850792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -850806.937500 Penalty: 4215.114258
	Iteration 45Q: 3 clusters Score -850806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -850819.375000 Penalty: 4215.114258
	Iteration 46Q: 3 clusters Score -850819.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -850839.187500 Penalty: 4215.114258
	Iteration 47Q: 3 clusters Score -850839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -850856.250000 Penalty: 4215.114258
	Iteration 48Q: 3 clusters Score -850856.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -850866.562500 Penalty: 4215.114258
	Iteration 49Q: 3 clusters Score -850866.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -850879.312500 Penalty: 4215.114258
	Iteration 50Q: 3 clusters Score -850879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -850889.375000 Penalty: 4215.114258
	Iteration 51Q: 3 clusters Score -850889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -850902.562500 Penalty: 4215.114258
	Iteration 52Q: 3 clusters Score -850902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -850920.562500 Penalty: 4215.114258
	Iteration 53Q: 3 clusters Score -850920.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -850934.125000 Penalty: 4215.114258
	Iteration 54Q: 3 clusters Score -850934.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -850954.125000 Penalty: 4215.114258
	Iteration 55Q: 3 clusters Score -850954.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -850989.375000 Penalty: 4215.114258
	Iteration 56Q: 3 clusters Score -850989.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -851033.875000 Penalty: 4215.114258
	Iteration 57Q: 3 clusters Score -851033.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -851112.125000 Penalty: 4215.114258
	Iteration 58Q: 3 clusters Score -851112.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -851210.187500 Penalty: 4215.114258
	Iteration 59Q: 3 clusters Score -851210.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -851367.750000 Penalty: 4215.114258
	Iteration 60F: 3 clusters Score -851367.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -851531.062500 Penalty: 4215.114258
	Iteration 61Q: 3 clusters Score -851531.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -851647.562500 Penalty: 4215.114258
	Iteration 62Q: 3 clusters Score -851647.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -851768.437500 Penalty: 4215.114258
	Iteration 63Q: 3 clusters Score -851768.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -851880.375000 Penalty: 4215.114258
	Iteration 64Q: 3 clusters Score -851880.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -851946.562500 Penalty: 4215.114258
	Iteration 65Q: 3 clusters Score -851946.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -851982.500000 Penalty: 4215.114258
	Iteration 66Q: 3 clusters Score -851982.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -852007.187500 Penalty: 4215.114258
	Iteration 67Q: 3 clusters Score -852007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -852017.500000 Penalty: 4215.114258
	Iteration 68Q: 3 clusters Score -852017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -852024.562500 Penalty: 4215.114258
	Iteration 69Q: 3 clusters Score -852024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -852026.312500 Penalty: 4215.114258
	Iteration 70Q: 3 clusters Score -852026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -852027.312500 Penalty: 4215.114258
	Iteration 71Q: 3 clusters Score -852027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -852027.750000 Penalty: 4215.114258
	Iteration 72Q: 3 clusters Score -852027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -852027.750000 Penalty: 4215.114258
	Iteration 73F: 3 clusters Score -852027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Entering Unmasked Estep 
Score: -6374816.500000 Penalty: 2600.080078
	Iteration 0F: 2 clusters Score -6374816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -6350949.000000 Penalty: 5200.160156
	Iteration 0F: 3 clusters Score -6350949 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6359840.500000 Penalty: 5200.160156
	Iteration 1F: 3 clusters Score -6359840 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6360461.500000 Penalty: 5200.160156
	Iteration 2Q: 3 clusters Score -6360462 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -6361118.500000 Penalty: 5200.160156
	Iteration 3Q: 3 clusters Score -6361118 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -6361906.000000 Penalty: 5200.160156
	Iteration 4Q: 3 clusters Score -6361906 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6362898.000000 Penalty: 5200.160156
	Iteration 5Q: 3 clusters Score -6362898 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6364182.500000 Penalty: 5200.160156
	Iteration 6F: 3 clusters Score -6364182 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -6365672.000000 Penalty: 5200.160156
	Iteration 7F: 3 clusters Score -6365672 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6367158.500000 Penalty: 5200.160156
	Iteration 8F: 3 clusters Score -6367158 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -6368402.500000 Penalty: 5200.160156
	Iteration 9Q: 3 clusters Score -6368402 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6369325.500000 Penalty: 5200.160156
	Iteration 10Q: 3 clusters Score -6369326 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6370040.000000 Penalty: 5200.160156
	Iteration 11Q: 3 clusters Score -6370040 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -6370603.500000 Penalty: 5200.160156
	Iteration 12Q: 3 clusters Score -6370604 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -6371032.000000 Penalty: 5200.160156
	Iteration 13Q: 3 clusters Score -6371032 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -6371375.000000 Penalty: 5200.160156
	Iteration 14Q: 3 clusters Score -6371375 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6371648.500000 Penalty: 5200.160156
	Iteration 15Q: 3 clusters Score -6371648 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6371912.500000 Penalty: 5200.160156
	Iteration 16Q: 3 clusters Score -6371912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -6372079.000000 Penalty: 5200.160156
	Iteration 17Q: 3 clusters Score -6372079 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -6372207.500000 Penalty: 5200.160156
	Iteration 18Q: 3 clusters Score -6372208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -6372339.500000 Penalty: 5200.160156
	Iteration 19Q: 3 clusters Score -6372340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6372450.500000 Penalty: 5200.160156
	Iteration 20F: 3 clusters Score -6372450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -6372549.000000 Penalty: 5200.160156
	Iteration 21Q: 3 clusters Score -6372549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6372588.500000 Penalty: 5200.160156
	Iteration 22Q: 3 clusters Score -6372588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6372621.000000 Penalty: 5200.160156
	Iteration 23Q: 3 clusters Score -6372621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6372646.500000 Penalty: 5200.160156
	Iteration 24Q: 3 clusters Score -6372646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -6372660.000000 Penalty: 5200.160156
	Iteration 25Q: 3 clusters Score -6372660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6372671.500000 Penalty: 5200.160156
	Iteration 26Q: 3 clusters Score -6372672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6372683.500000 Penalty: 5200.160156
	Iteration 27Q: 3 clusters Score -6372684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -6372681.000000 Penalty: 5200.160156
	Iteration 28Q: 3 clusters Score -6372681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6372693.000000 Penalty: 5200.160156
	Iteration 29Q: 3 clusters Score -6372693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6372701.500000 Penalty: 5200.160156
	Iteration 30Q: 3 clusters Score -6372702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -6372711.500000 Penalty: 5200.160156
	Iteration 31Q: 3 clusters Score -6372712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6372715.000000 Penalty: 5200.160156
	Iteration 32Q: 3 clusters Score -6372715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6372722.500000 Penalty: 5200.160156
	Iteration 33Q: 3 clusters Score -6372722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6372728.500000 Penalty: 5200.160156
	Iteration 34Q: 3 clusters Score -6372728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -6372739.000000 Penalty: 5200.160156
	Iteration 35Q: 3 clusters Score -6372739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6372745.500000 Penalty: 5200.160156
	Iteration 36Q: 3 clusters Score -6372746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6372751.000000 Penalty: 5200.160156
	Iteration 37Q: 3 clusters Score -6372751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6372759.500000 Penalty: 5200.160156
	Iteration 38Q: 3 clusters Score -6372760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -6372765.000000 Penalty: 5200.160156
	Iteration 39Q: 3 clusters Score -6372765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6372772.500000 Penalty: 5200.160156
	Iteration 40F: 3 clusters Score -6372772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -6372778.000000 Penalty: 5200.160156
	Iteration 41Q: 3 clusters Score -6372778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6372782.000000 Penalty: 5200.160156
	Iteration 42Q: 3 clusters Score -6372782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6372782.000000 Penalty: 5200.160156
	Iteration 43Q: 3 clusters Score -6372782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6372779.500000 Penalty: 5200.160156
	Iteration 44Q: 3 clusters Score -6372780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6372780.500000 Penalty: 5200.160156
	Iteration 45Q: 3 clusters Score -6372780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6372780.500000 Penalty: 5200.160156
	Iteration 46F: 3 clusters Score -6372780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 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 128 members 
Entering Unmasked Estep 
Score: -25695.720703 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25695.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26033.511719 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26033.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26269.478516 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26269.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26306.623047 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26306.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26356.031250 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26356.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26378.027344 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26378.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26436.718750 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26436.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26483.699219 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26600.824219 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -26600.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26654.369141 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -26654.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26668.496094 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -26668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26686.640625 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -26686.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26686.640625 Penalty: 2730.644531
	Iteration 12F: 3 clusters Score -26686.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37923 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 115 members 
Mstep: Class 7 contains 35746 members 
Mstep: Class 8 contains 131 members 
Mstep: Class 9 contains 20410 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 20433 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 27048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 37834 members 
Mstep: Class 22 contains 21491 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20675 members 
Mstep: Class 27 contains 20331 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 19214 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 19055 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
Score: -87203696.000000 Penalty: 110135.960938
Splitting cluster 8 changes total score from -87205416.000000 to -87203696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -3791386.750000 Penalty: 2461.097656
	Iteration 0F: 2 clusters Score -3791387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3777798.750000 Penalty: 4922.195312
	Iteration 0F: 3 clusters Score -3777799 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3782592.250000 Penalty: 4922.195312
	Iteration 1F: 3 clusters Score -3782592 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3783041.250000 Penalty: 4922.195312
	Iteration 2F: 3 clusters Score -3783041 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3783417.000000 Penalty: 4922.195312
	Iteration 3Q: 3 clusters Score -3783417 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3783789.250000 Penalty: 4922.195312
	Iteration 4Q: 3 clusters Score -3783789 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3784175.750000 Penalty: 4922.195312
	Iteration 5Q: 3 clusters Score -3784176 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3784575.250000 Penalty: 4922.195312
	Iteration 6Q: 3 clusters Score -3784575 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3785000.500000 Penalty: 4922.195312
	Iteration 7Q: 3 clusters Score -3785000 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3785531.750000 Penalty: 4922.195312
	Iteration 8Q: 3 clusters Score -3785532 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3786113.000000 Penalty: 4922.195312
	Iteration 9Q: 3 clusters Score -3786113 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3786698.750000 Penalty: 4922.195312
	Iteration 10Q: 3 clusters Score -3786699 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3787170.000000 Penalty: 4922.195312
	Iteration 11Q: 3 clusters Score -3787170 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3787404.250000 Penalty: 4922.195312
	Iteration 12Q: 3 clusters Score -3787404 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3787534.250000 Penalty: 4922.195312
	Iteration 13Q: 3 clusters Score -3787534 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3787614.250000 Penalty: 4922.195312
	Iteration 14Q: 3 clusters Score -3787614 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3787665.750000 Penalty: 4922.195312
	Iteration 15Q: 3 clusters Score -3787666 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3787705.000000 Penalty: 4922.195312
	Iteration 16Q: 3 clusters Score -3787705 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3787733.000000 Penalty: 4922.195312
	Iteration 17Q: 3 clusters Score -3787733 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3787759.250000 Penalty: 4922.195312
	Iteration 18Q: 3 clusters Score -3787759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3787775.250000 Penalty: 4922.195312
	Iteration 19Q: 3 clusters Score -3787775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3787800.750000 Penalty: 4922.195312
	Iteration 20F: 3 clusters Score -3787801 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3787820.000000 Penalty: 4922.195312
	Iteration 21Q: 3 clusters Score -3787820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3787836.500000 Penalty: 4922.195312
	Iteration 22Q: 3 clusters Score -3787836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3787858.500000 Penalty: 4922.195312
	Iteration 23Q: 3 clusters Score -3787858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3787872.750000 Penalty: 4922.195312
	Iteration 24Q: 3 clusters Score -3787873 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3787893.000000 Penalty: 4922.195312
	Iteration 25Q: 3 clusters Score -3787893 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3787911.250000 Penalty: 4922.195312
	Iteration 26Q: 3 clusters Score -3787911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3787921.750000 Penalty: 4922.195312
	Iteration 27Q: 3 clusters Score -3787922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3787936.750000 Penalty: 4922.195312
	Iteration 28Q: 3 clusters Score -3787937 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3787961.750000 Penalty: 4922.195312
	Iteration 29Q: 3 clusters Score -3787962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3787979.500000 Penalty: 4922.195312
	Iteration 30Q: 3 clusters Score -3787980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3787980.750000 Penalty: 4922.195312
	Iteration 31Q: 3 clusters Score -3787981 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3787983.500000 Penalty: 4922.195312
	Iteration 32Q: 3 clusters Score -3787984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3787994.750000 Penalty: 4922.195312
	Iteration 33Q: 3 clusters Score -3787995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3788009.750000 Penalty: 4922.195312
	Iteration 34Q: 3 clusters Score -3788010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3788026.000000 Penalty: 4922.195312
	Iteration 35Q: 3 clusters Score -3788026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3788037.500000 Penalty: 4922.195312
	Iteration 36Q: 3 clusters Score -3788038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3788036.750000 Penalty: 4922.195312
	Iteration 37Q: 3 clusters Score -3788037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3788050.250000 Penalty: 4922.195312
	Iteration 38Q: 3 clusters Score -3788050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3788047.750000 Penalty: 4922.195312
	Iteration 39Q: 3 clusters Score -3788048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3788050.750000 Penalty: 4922.195312
	Iteration 40F: 3 clusters Score -3788051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3788049.750000 Penalty: 4922.195312
	Iteration 41Q: 3 clusters Score -3788050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3788056.000000 Penalty: 4922.195312
	Iteration 42Q: 3 clusters Score -3788056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3788063.000000 Penalty: 4922.195312
	Iteration 43Q: 3 clusters Score -3788063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3788062.000000 Penalty: 4922.195312
	Iteration 44Q: 3 clusters Score -3788062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3788060.250000 Penalty: 4922.195312
	Iteration 45Q: 3 clusters Score -3788060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3788060.500000 Penalty: 4922.195312
	Iteration 46Q: 3 clusters Score -3788060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3788067.750000 Penalty: 4922.195312
	Iteration 47Q: 3 clusters Score -3788068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3788065.750000 Penalty: 4922.195312
	Iteration 48Q: 3 clusters Score -3788066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3788070.500000 Penalty: 4922.195312
	Iteration 49Q: 3 clusters Score -3788070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3788073.250000 Penalty: 4922.195312
	Iteration 50Q: 3 clusters Score -3788073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3788080.000000 Penalty: 4922.195312
	Iteration 51Q: 3 clusters Score -3788080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3788084.250000 Penalty: 4922.195312
	Iteration 52Q: 3 clusters Score -3788084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3788088.000000 Penalty: 4922.195312
	Iteration 53Q: 3 clusters Score -3788088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3788090.250000 Penalty: 4922.195312
	Iteration 54Q: 3 clusters Score -3788090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3788092.750000 Penalty: 4922.195312
	Iteration 55Q: 3 clusters Score -3788093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3788093.500000 Penalty: 4922.195312
	Iteration 56Q: 3 clusters Score -3788094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3788099.500000 Penalty: 4922.195312
	Iteration 57Q: 3 clusters Score -3788100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3788100.750000 Penalty: 4922.195312
	Iteration 58Q: 3 clusters Score -3788101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3788098.250000 Penalty: 4922.195312
	Iteration 59Q: 3 clusters Score -3788098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3788109.500000 Penalty: 4922.195312
	Iteration 60F: 3 clusters Score -3788110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3788115.000000 Penalty: 4922.195312
	Iteration 61Q: 3 clusters Score -3788115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3788113.750000 Penalty: 4922.195312
	Iteration 62Q: 3 clusters Score -3788114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3788108.750000 Penalty: 4922.195312
	Iteration 63Q: 3 clusters Score -3788109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3788112.000000 Penalty: 4922.195312
	Iteration 64Q: 3 clusters Score -3788112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3788116.250000 Penalty: 4922.195312
	Iteration 65Q: 3 clusters Score -3788116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3788115.500000 Penalty: 4922.195312
	Iteration 66Q: 3 clusters Score -3788116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3788118.750000 Penalty: 4922.195312
	Iteration 67Q: 3 clusters Score -3788119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3788111.250000 Penalty: 4922.195312
	Iteration 68Q: 3 clusters Score -3788111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3788113.250000 Penalty: 4922.195312
	Iteration 69Q: 3 clusters Score -3788113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3788118.000000 Penalty: 4922.195312
	Iteration 70Q: 3 clusters Score -3788118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3788114.750000 Penalty: 4922.195312
	Iteration 71Q: 3 clusters Score -3788115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3788114.500000 Penalty: 4922.195312
	Iteration 72Q: 3 clusters Score -3788114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3788118.750000 Penalty: 4922.195312
	Iteration 73Q: 3 clusters Score -3788119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3788120.500000 Penalty: 4922.195312
	Iteration 74Q: 3 clusters Score -3788120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3788120.500000 Penalty: 4922.195312
	Iteration 75Q: 3 clusters Score -3788120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3788125.000000 Penalty: 4922.195312
	Iteration 76Q: 3 clusters Score -3788125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3788127.250000 Penalty: 4922.195312
	Iteration 77Q: 3 clusters Score -3788127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3788130.750000 Penalty: 4922.195312
	Iteration 78Q: 3 clusters Score -3788131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3788133.500000 Penalty: 4922.195312
	Iteration 79Q: 3 clusters Score -3788134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3788132.500000 Penalty: 4922.195312
	Iteration 80F: 3 clusters Score -3788132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3788134.500000 Penalty: 4922.195312
	Iteration 81Q: 3 clusters Score -3788134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3788127.250000 Penalty: 4922.195312
	Iteration 82Q: 3 clusters Score -3788127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3788126.000000 Penalty: 4922.195312
	Iteration 83Q: 3 clusters Score -3788126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3788130.750000 Penalty: 4922.195312
	Iteration 84Q: 3 clusters Score -3788131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3788127.750000 Penalty: 4922.195312
	Iteration 85Q: 3 clusters Score -3788128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3788128.000000 Penalty: 4922.195312
	Iteration 86Q: 3 clusters Score -3788128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3788123.750000 Penalty: 4922.195312
	Iteration 87Q: 3 clusters Score -3788124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3788124.000000 Penalty: 4922.195312
	Iteration 88Q: 3 clusters Score -3788124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3788124.000000 Penalty: 4922.195312
	Iteration 89F: 3 clusters Score -3788124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -220978.562500 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220978.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -221609.921875 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221609.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -222148.046875 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -222568.578125 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222568.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222749.765625 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222749.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222871.500000 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222871.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -222918.968750 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -222945.953125 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -222965.734375 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222965.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -222974.859375 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222978.515625 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -222983.390625 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -222990.781250 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223001.046875 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -223001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223007.406250 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -223007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -223015.078125 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -223015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223020.046875 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -223020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223023.843750 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -223023.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -223029.187500 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -223029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -223032.031250 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -223032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -223035.406250 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -223035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -223037.984375 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -223038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -223037.984375 Penalty: 3556.379395
	Iteration 22F: 3 clusters Score -223038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -82946.710938 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -82946.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81526.765625 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -81526.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81797.945312 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -81797.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81966.835938 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -81966.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82161.570312 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -82161.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82270.023438 Penalty: 3107.589355
	Iteration 4F: 3 clusters Score -82270.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82318.640625 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -82318.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82341.664062 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -82341.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82343.250000 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -82343.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82343.250000 Penalty: 3107.589355
	Iteration 8F: 3 clusters Score -82343.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Entering Unmasked Estep 
Score: -3224711.500000 Penalty: 2430.527344
	Iteration 0F: 2 clusters Score -3224712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3211929.500000 Penalty: 4861.054688
	Iteration 0F: 3 clusters Score -3211930 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3216092.500000 Penalty: 4861.054688
	Iteration 1F: 3 clusters Score -3216092 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3216436.750000 Penalty: 4861.054688
	Iteration 2F: 3 clusters Score -3216437 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3216710.500000 Penalty: 4861.054688
	Iteration 3Q: 3 clusters Score -3216710 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3216976.500000 Penalty: 4861.054688
	Iteration 4Q: 3 clusters Score -3216976 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3217290.250000 Penalty: 4861.054688
	Iteration 5Q: 3 clusters Score -3217290 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3217675.250000 Penalty: 4861.054688
	Iteration 6Q: 3 clusters Score -3217675 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3218103.500000 Penalty: 4861.054688
	Iteration 7Q: 3 clusters Score -3218104 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3218603.750000 Penalty: 4861.054688
	Iteration 8Q: 3 clusters Score -3218604 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3219225.250000 Penalty: 4861.054688
	Iteration 9F: 3 clusters Score -3219225 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3219987.250000 Penalty: 4861.054688
	Iteration 10F: 3 clusters Score -3219987 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3220717.500000 Penalty: 4861.054688
	Iteration 11F: 3 clusters Score -3220718 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3221434.500000 Penalty: 4861.054688
	Iteration 12Q: 3 clusters Score -3221434 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3222040.500000 Penalty: 4861.054688
	Iteration 13Q: 3 clusters Score -3222040 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3222487.750000 Penalty: 4861.054688
	Iteration 14Q: 3 clusters Score -3222488 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3222819.250000 Penalty: 4861.054688
	Iteration 15Q: 3 clusters Score -3222819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3223060.000000 Penalty: 4861.054688
	Iteration 16Q: 3 clusters Score -3223060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3223258.000000 Penalty: 4861.054688
	Iteration 17Q: 3 clusters Score -3223258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3223420.000000 Penalty: 4861.054688
	Iteration 18Q: 3 clusters Score -3223420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3223560.250000 Penalty: 4861.054688
	Iteration 19Q: 3 clusters Score -3223560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3223666.250000 Penalty: 4861.054688
	Iteration 20F: 3 clusters Score -3223666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3223762.000000 Penalty: 4861.054688
	Iteration 21Q: 3 clusters Score -3223762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3223836.750000 Penalty: 4861.054688
	Iteration 22Q: 3 clusters Score -3223837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3223915.000000 Penalty: 4861.054688
	Iteration 23Q: 3 clusters Score -3223915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3223965.250000 Penalty: 4861.054688
	Iteration 24Q: 3 clusters Score -3223965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3224006.250000 Penalty: 4861.054688
	Iteration 25Q: 3 clusters Score -3224006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3224032.500000 Penalty: 4861.054688
	Iteration 26Q: 3 clusters Score -3224032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3224054.500000 Penalty: 4861.054688
	Iteration 27Q: 3 clusters Score -3224054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3224064.750000 Penalty: 4861.054688
	Iteration 28Q: 3 clusters Score -3224065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3224078.750000 Penalty: 4861.054688
	Iteration 29Q: 3 clusters Score -3224079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3224084.500000 Penalty: 4861.054688
	Iteration 30Q: 3 clusters Score -3224084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3224091.250000 Penalty: 4861.054688
	Iteration 31Q: 3 clusters Score -3224091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3224096.500000 Penalty: 4861.054688
	Iteration 32Q: 3 clusters Score -3224096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3224102.250000 Penalty: 4861.054688
	Iteration 33Q: 3 clusters Score -3224102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3224104.750000 Penalty: 4861.054688
	Iteration 34Q: 3 clusters Score -3224105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3224104.750000 Penalty: 4861.054688
	Iteration 35F: 3 clusters Score -3224105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Entering Unmasked Estep 
Score: -4343876.500000 Penalty: 2491.016846
	Iteration 0F: 2 clusters Score -4343876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -4329404.500000 Penalty: 4982.033691
	Iteration 0F: 3 clusters Score -4329404 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4334836.500000 Penalty: 4982.033691
	Iteration 1F: 3 clusters Score -4334836 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4335200.000000 Penalty: 4982.033691
	Iteration 2Q: 3 clusters Score -4335200 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -4335471.000000 Penalty: 4982.033691
	Iteration 3Q: 3 clusters Score -4335471 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4335683.500000 Penalty: 4982.033691
	Iteration 4Q: 3 clusters Score -4335684 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4335855.000000 Penalty: 4982.033691
	Iteration 5Q: 3 clusters Score -4335855 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4336023.000000 Penalty: 4982.033691
	Iteration 6Q: 3 clusters Score -4336023 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4336178.500000 Penalty: 4982.033691
	Iteration 7Q: 3 clusters Score -4336178 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4336347.000000 Penalty: 4982.033691
	Iteration 8Q: 3 clusters Score -4336347 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4336563.500000 Penalty: 4982.033691
	Iteration 9Q: 3 clusters Score -4336564 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4336836.500000 Penalty: 4982.033691
	Iteration 10Q: 3 clusters Score -4336836 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4337165.500000 Penalty: 4982.033691
	Iteration 11Q: 3 clusters Score -4337166 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4337674.500000 Penalty: 4982.033691
	Iteration 12Q: 3 clusters Score -4337674 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4338425.500000 Penalty: 4982.033691
	Iteration 13F: 3 clusters Score -4338426 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4339316.500000 Penalty: 4982.033691
	Iteration 14F: 3 clusters Score -4339316 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4340205.000000 Penalty: 4982.033691
	Iteration 15F: 3 clusters Score -4340205 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4340883.500000 Penalty: 4982.033691
	Iteration 16F: 3 clusters Score -4340884 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4341228.000000 Penalty: 4982.033691
	Iteration 17Q: 3 clusters Score -4341228 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4341417.500000 Penalty: 4982.033691
	Iteration 18Q: 3 clusters Score -4341418 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4341543.500000 Penalty: 4982.033691
	Iteration 19Q: 3 clusters Score -4341544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4341647.500000 Penalty: 4982.033691
	Iteration 20F: 3 clusters Score -4341648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4341687.500000 Penalty: 4982.033691
	Iteration 21Q: 3 clusters Score -4341688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4341712.500000 Penalty: 4982.033691
	Iteration 22Q: 3 clusters Score -4341712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4341752.500000 Penalty: 4982.033691
	Iteration 23Q: 3 clusters Score -4341752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4341768.000000 Penalty: 4982.033691
	Iteration 24Q: 3 clusters Score -4341768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -4341769.500000 Penalty: 4982.033691
	Iteration 25Q: 3 clusters Score -4341770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4341772.500000 Penalty: 4982.033691
	Iteration 26Q: 3 clusters Score -4341772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4341773.000000 Penalty: 4982.033691
	Iteration 27Q: 3 clusters Score -4341773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4341778.000000 Penalty: 4982.033691
	Iteration 28Q: 3 clusters Score -4341778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4341780.500000 Penalty: 4982.033691
	Iteration 29Q: 3 clusters Score -4341780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4341781.500000 Penalty: 4982.033691
	Iteration 30Q: 3 clusters Score -4341782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4341782.000000 Penalty: 4982.033691
	Iteration 31Q: 3 clusters Score -4341782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4341782.000000 Penalty: 4982.033691
	Iteration 32F: 3 clusters Score -4341782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Entering Unmasked Estep 
Score: -2032938.250000 Penalty: 2292.959473
	Iteration 0F: 2 clusters Score -2032938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2024991.500000 Penalty: 4585.918945
	Iteration 0F: 3 clusters Score -2024992 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2027328.750000 Penalty: 4585.918945
	Iteration 1F: 3 clusters Score -2027329 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2027670.875000 Penalty: 4585.918945
	Iteration 2F: 3 clusters Score -2027671 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2027935.875000 Penalty: 4585.918945
	Iteration 3F: 3 clusters Score -2027936 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2028133.000000 Penalty: 4585.918945
	Iteration 4Q: 3 clusters Score -2028133 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2028296.875000 Penalty: 4585.918945
	Iteration 5Q: 3 clusters Score -2028297 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2028416.125000 Penalty: 4585.918945
	Iteration 6Q: 3 clusters Score -2028416 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2028513.625000 Penalty: 4585.918945
	Iteration 7Q: 3 clusters Score -2028514 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2028602.000000 Penalty: 4585.918945
	Iteration 8Q: 3 clusters Score -2028602 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2028697.250000 Penalty: 4585.918945
	Iteration 9Q: 3 clusters Score -2028697 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2028795.500000 Penalty: 4585.918945
	Iteration 10Q: 3 clusters Score -2028796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2028893.500000 Penalty: 4585.918945
	Iteration 11Q: 3 clusters Score -2028894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2029002.875000 Penalty: 4585.918945
	Iteration 12Q: 3 clusters Score -2029003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2029121.000000 Penalty: 4585.918945
	Iteration 13Q: 3 clusters Score -2029121 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2029260.250000 Penalty: 4585.918945
	Iteration 14Q: 3 clusters Score -2029260 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2029419.125000 Penalty: 4585.918945
	Iteration 15Q: 3 clusters Score -2029419 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2029564.500000 Penalty: 4585.918945
	Iteration 16Q: 3 clusters Score -2029564 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2029712.125000 Penalty: 4585.918945
	Iteration 17Q: 3 clusters Score -2029712 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2029840.375000 Penalty: 4585.918945
	Iteration 18Q: 3 clusters Score -2029840 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2029971.000000 Penalty: 4585.918945
	Iteration 19Q: 3 clusters Score -2029971 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2030109.250000 Penalty: 4585.918945
	Iteration 20F: 3 clusters Score -2030109 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2030259.750000 Penalty: 4585.918945
	Iteration 21Q: 3 clusters Score -2030260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2030380.000000 Penalty: 4585.918945
	Iteration 22Q: 3 clusters Score -2030380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2030501.500000 Penalty: 4585.918945
	Iteration 23Q: 3 clusters Score -2030502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2030593.625000 Penalty: 4585.918945
	Iteration 24Q: 3 clusters Score -2030594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2030660.250000 Penalty: 4585.918945
	Iteration 25Q: 3 clusters Score -2030660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2030698.250000 Penalty: 4585.918945
	Iteration 26Q: 3 clusters Score -2030698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2030737.125000 Penalty: 4585.918945
	Iteration 27Q: 3 clusters Score -2030737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2030765.875000 Penalty: 4585.918945
	Iteration 28Q: 3 clusters Score -2030766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2030794.250000 Penalty: 4585.918945
	Iteration 29Q: 3 clusters Score -2030794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2030814.750000 Penalty: 4585.918945
	Iteration 30Q: 3 clusters Score -2030815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2030823.625000 Penalty: 4585.918945
	Iteration 31Q: 3 clusters Score -2030824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2030833.750000 Penalty: 4585.918945
	Iteration 32Q: 3 clusters Score -2030834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2030840.000000 Penalty: 4585.918945
	Iteration 33Q: 3 clusters Score -2030840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2030846.250000 Penalty: 4585.918945
	Iteration 34Q: 3 clusters Score -2030846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2030854.875000 Penalty: 4585.918945
	Iteration 35Q: 3 clusters Score -2030855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2030858.375000 Penalty: 4585.918945
	Iteration 36Q: 3 clusters Score -2030858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2030865.000000 Penalty: 4585.918945
	Iteration 37Q: 3 clusters Score -2030865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2030869.125000 Penalty: 4585.918945
	Iteration 38Q: 3 clusters Score -2030869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2030870.875000 Penalty: 4585.918945
	Iteration 39Q: 3 clusters Score -2030871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2030873.000000 Penalty: 4585.918945
	Iteration 40F: 3 clusters Score -2030873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2030873.250000 Penalty: 4585.918945
	Iteration 41Q: 3 clusters Score -2030873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2030873.000000 Penalty: 4585.918945
	Iteration 42Q: 3 clusters Score -2030873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2030873.000000 Penalty: 4585.918945
	Iteration 43F: 3 clusters Score -2030873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Entering Unmasked Estep 
Score: -4025938.500000 Penalty: 2461.376953
	Iteration 0F: 2 clusters Score -4025938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4014041.500000 Penalty: 4922.753906
	Iteration 0F: 3 clusters Score -4014042 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4018784.750000 Penalty: 4922.753906
	Iteration 1F: 3 clusters Score -4018785 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4019190.750000 Penalty: 4922.753906
	Iteration 2F: 3 clusters Score -4019191 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4019540.750000 Penalty: 4922.753906
	Iteration 3Q: 3 clusters Score -4019541 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4019885.500000 Penalty: 4922.753906
	Iteration 4Q: 3 clusters Score -4019886 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4020255.500000 Penalty: 4922.753906
	Iteration 5Q: 3 clusters Score -4020256 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4020669.750000 Penalty: 4922.753906
	Iteration 6Q: 3 clusters Score -4020670 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4021233.750000 Penalty: 4922.753906
	Iteration 7F: 3 clusters Score -4021234 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4021927.000000 Penalty: 4922.753906
	Iteration 8F: 3 clusters Score -4021927 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4022845.250000 Penalty: 4922.753906
	Iteration 9F: 3 clusters Score -4022845 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4023872.000000 Penalty: 4922.753906
	Iteration 10F: 3 clusters Score -4023872 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4024743.250000 Penalty: 4922.753906
	Iteration 11Q: 3 clusters Score -4024743 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4025173.750000 Penalty: 4922.753906
	Iteration 12Q: 3 clusters Score -4025174 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4025352.750000 Penalty: 4922.753906
	Iteration 13Q: 3 clusters Score -4025353 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4025438.250000 Penalty: 4922.753906
	Iteration 14Q: 3 clusters Score -4025438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4025491.000000 Penalty: 4922.753906
	Iteration 15Q: 3 clusters Score -4025491 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4025555.250000 Penalty: 4922.753906
	Iteration 16Q: 3 clusters Score -4025555 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4025602.500000 Penalty: 4922.753906
	Iteration 17Q: 3 clusters Score -4025602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4025643.250000 Penalty: 4922.753906
	Iteration 18Q: 3 clusters Score -4025643 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4025693.000000 Penalty: 4922.753906
	Iteration 19Q: 3 clusters Score -4025693 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4025734.000000 Penalty: 4922.753906
	Iteration 20F: 3 clusters Score -4025734 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -4025728.250000 Penalty: 4922.753906
	Iteration 21Q: 3 clusters Score -4025728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4025748.500000 Penalty: 4922.753906
	Iteration 22Q: 3 clusters Score -4025748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4025782.000000 Penalty: 4922.753906
	Iteration 23Q: 3 clusters Score -4025782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4025800.250000 Penalty: 4922.753906
	Iteration 24Q: 3 clusters Score -4025800 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4025817.250000 Penalty: 4922.753906
	Iteration 25Q: 3 clusters Score -4025817 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4025807.500000 Penalty: 4922.753906
	Iteration 26Q: 3 clusters Score -4025808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4025804.500000 Penalty: 4922.753906
	Iteration 27Q: 3 clusters Score -4025804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4025831.750000 Penalty: 4922.753906
	Iteration 28Q: 3 clusters Score -4025832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4025842.000000 Penalty: 4922.753906
	Iteration 29Q: 3 clusters Score -4025842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4025858.250000 Penalty: 4922.753906
	Iteration 30Q: 3 clusters Score -4025858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4025871.250000 Penalty: 4922.753906
	Iteration 31Q: 3 clusters Score -4025871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4025882.250000 Penalty: 4922.753906
	Iteration 32Q: 3 clusters Score -4025882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4025894.250000 Penalty: 4922.753906
	Iteration 33Q: 3 clusters Score -4025894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4025903.500000 Penalty: 4922.753906
	Iteration 34Q: 3 clusters Score -4025904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4025907.000000 Penalty: 4922.753906
	Iteration 35Q: 3 clusters Score -4025907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4025910.250000 Penalty: 4922.753906
	Iteration 36Q: 3 clusters Score -4025910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4025915.000000 Penalty: 4922.753906
	Iteration 37Q: 3 clusters Score -4025915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4025905.750000 Penalty: 4922.753906
	Iteration 38Q: 3 clusters Score -4025906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4025909.500000 Penalty: 4922.753906
	Iteration 39Q: 3 clusters Score -4025910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4025913.000000 Penalty: 4922.753906
	Iteration 40F: 3 clusters Score -4025913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4025920.000000 Penalty: 4922.753906
	Iteration 41Q: 3 clusters Score -4025920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4025918.000000 Penalty: 4922.753906
	Iteration 42Q: 3 clusters Score -4025918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4025925.250000 Penalty: 4922.753906
	Iteration 43Q: 3 clusters Score -4025925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4025921.000000 Penalty: 4922.753906
	Iteration 44Q: 3 clusters Score -4025921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4025920.250000 Penalty: 4922.753906
	Iteration 45Q: 3 clusters Score -4025920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4025915.750000 Penalty: 4922.753906
	Iteration 46Q: 3 clusters Score -4025916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4025912.750000 Penalty: 4922.753906
	Iteration 47Q: 3 clusters Score -4025913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4025914.250000 Penalty: 4922.753906
	Iteration 48Q: 3 clusters Score -4025914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4025909.250000 Penalty: 4922.753906
	Iteration 49Q: 3 clusters Score -4025909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -4025912.750000 Penalty: 4922.753906
	Iteration 50Q: 3 clusters Score -4025913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4025913.250000 Penalty: 4922.753906
	Iteration 51Q: 3 clusters Score -4025913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4025909.500000 Penalty: 4922.753906
	Iteration 52Q: 3 clusters Score -4025910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4025918.250000 Penalty: 4922.753906
	Iteration 53Q: 3 clusters Score -4025918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4025921.250000 Penalty: 4922.753906
	Iteration 54Q: 3 clusters Score -4025921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4025919.500000 Penalty: 4922.753906
	Iteration 55Q: 3 clusters Score -4025920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4025921.000000 Penalty: 4922.753906
	Iteration 56Q: 3 clusters Score -4025921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4025921.000000 Penalty: 4922.753906
	Iteration 57Q: 3 clusters Score -4025921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4025922.250000 Penalty: 4922.753906
	Iteration 58Q: 3 clusters Score -4025922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4025927.250000 Penalty: 4922.753906
	Iteration 59Q: 3 clusters Score -4025927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4025926.500000 Penalty: 4922.753906
	Iteration 60F: 3 clusters Score -4025926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4025925.750000 Penalty: 4922.753906
	Iteration 61Q: 3 clusters Score -4025926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4025921.500000 Penalty: 4922.753906
	Iteration 62Q: 3 clusters Score -4025922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4025925.000000 Penalty: 4922.753906
	Iteration 63Q: 3 clusters Score -4025925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4025924.750000 Penalty: 4922.753906
	Iteration 64Q: 3 clusters Score -4025925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4025922.250000 Penalty: 4922.753906
	Iteration 65Q: 3 clusters Score -4025922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4025924.000000 Penalty: 4922.753906
	Iteration 66Q: 3 clusters Score -4025924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -4025924.500000 Penalty: 4922.753906
	Iteration 67Q: 3 clusters Score -4025924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4025922.750000 Penalty: 4922.753906
	Iteration 68Q: 3 clusters Score -4025923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4025924.750000 Penalty: 4922.753906
	Iteration 69Q: 3 clusters Score -4025925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4025928.000000 Penalty: 4922.753906
	Iteration 70Q: 3 clusters Score -4025928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4025929.000000 Penalty: 4922.753906
	Iteration 71Q: 3 clusters Score -4025929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4025931.750000 Penalty: 4922.753906
	Iteration 72Q: 3 clusters Score -4025932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4025933.750000 Penalty: 4922.753906
	Iteration 73Q: 3 clusters Score -4025934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4025933.750000 Penalty: 4922.753906
	Iteration 74F: 3 clusters Score -4025934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -876298.437500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -876298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -871988.437500 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -871988.4 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -872959.687500 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -872959.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -873173.812500 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -873173.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -873319.875000 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -873319.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -873440.125000 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -873440.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -873565.875000 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -873565.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -873726.375000 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -873726.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -873887.562500 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -873887.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -874050.187500 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -874050.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -874174.875000 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -874174.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -874264.812500 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -874264.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -874327.437500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -874327.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -874374.250000 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -874374.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -874411.437500 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -874411.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -874447.312500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -874447.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -874482.625000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -874482.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -874511.250000 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -874511.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -874535.375000 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -874535.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -874551.812500 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -874551.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -874564.562500 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -874564.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -874573.437500 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -874573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -874578.937500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -874578.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -874581.750000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -874581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -874585.375000 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -874585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -874590.000000 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -874590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -874591.750000 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -874591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -874595.125000 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -874595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -874596.437500 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -874596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -874597.000000 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -874597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -874598.937500 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -874598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -874598.937500 Penalty: 4197.622070
	Iteration 30F: 3 clusters Score -874598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Entering Unmasked Estep 
Score: -5061409.500000 Penalty: 2530.931152
	Iteration 0F: 2 clusters Score -5061410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5043417.000000 Penalty: 5061.862305
	Iteration 0F: 3 clusters Score -5043417 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5049780.000000 Penalty: 5061.862305
	Iteration 1F: 3 clusters Score -5049780 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5050182.000000 Penalty: 5061.862305
	Iteration 2Q: 3 clusters Score -5050182 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5050535.000000 Penalty: 5061.862305
	Iteration 3Q: 3 clusters Score -5050535 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5050874.500000 Penalty: 5061.862305
	Iteration 4Q: 3 clusters Score -5050874 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5051239.000000 Penalty: 5061.862305
	Iteration 5Q: 3 clusters Score -5051239 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5051743.000000 Penalty: 5061.862305
	Iteration 6Q: 3 clusters Score -5051743 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5052418.500000 Penalty: 5061.862305
	Iteration 7Q: 3 clusters Score -5052418 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5053409.000000 Penalty: 5061.862305
	Iteration 8F: 3 clusters Score -5053409 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -5054533.000000 Penalty: 5061.862305
	Iteration 9F: 3 clusters Score -5054533 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5055646.500000 Penalty: 5061.862305
	Iteration 10F: 3 clusters Score -5055646 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5056656.500000 Penalty: 5061.862305
	Iteration 11Q: 3 clusters Score -5056656 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -5057486.500000 Penalty: 5061.862305
	Iteration 12Q: 3 clusters Score -5057486 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5058079.000000 Penalty: 5061.862305
	Iteration 13Q: 3 clusters Score -5058079 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5058459.000000 Penalty: 5061.862305
	Iteration 14Q: 3 clusters Score -5058459 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5058677.500000 Penalty: 5061.862305
	Iteration 15Q: 3 clusters Score -5058678 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5058815.500000 Penalty: 5061.862305
	Iteration 16Q: 3 clusters Score -5058816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -5058915.500000 Penalty: 5061.862305
	Iteration 17Q: 3 clusters Score -5058916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5058982.000000 Penalty: 5061.862305
	Iteration 18Q: 3 clusters Score -5058982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5059016.500000 Penalty: 5061.862305
	Iteration 19Q: 3 clusters Score -5059016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5059065.500000 Penalty: 5061.862305
	Iteration 20F: 3 clusters Score -5059066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -5059110.000000 Penalty: 5061.862305
	Iteration 21Q: 3 clusters Score -5059110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5059136.000000 Penalty: 5061.862305
	Iteration 22Q: 3 clusters Score -5059136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -5059159.500000 Penalty: 5061.862305
	Iteration 23Q: 3 clusters Score -5059160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5059165.000000 Penalty: 5061.862305
	Iteration 24Q: 3 clusters Score -5059165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5059180.000000 Penalty: 5061.862305
	Iteration 25Q: 3 clusters Score -5059180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5059195.500000 Penalty: 5061.862305
	Iteration 26Q: 3 clusters Score -5059196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -5059204.500000 Penalty: 5061.862305
	Iteration 27Q: 3 clusters Score -5059204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5059221.000000 Penalty: 5061.862305
	Iteration 28Q: 3 clusters Score -5059221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -5059235.500000 Penalty: 5061.862305
	Iteration 29Q: 3 clusters Score -5059236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5059250.500000 Penalty: 5061.862305
	Iteration 30Q: 3 clusters Score -5059250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5059255.500000 Penalty: 5061.862305
	Iteration 31Q: 3 clusters Score -5059256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5059263.000000 Penalty: 5061.862305
	Iteration 32Q: 3 clusters Score -5059263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5059270.500000 Penalty: 5061.862305
	Iteration 33Q: 3 clusters Score -5059270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -5059273.000000 Penalty: 5061.862305
	Iteration 34Q: 3 clusters Score -5059273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5059268.000000 Penalty: 5061.862305
	Iteration 35Q: 3 clusters Score -5059268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5059272.000000 Penalty: 5061.862305
	Iteration 36Q: 3 clusters Score -5059272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5059277.000000 Penalty: 5061.862305
	Iteration 37Q: 3 clusters Score -5059277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -5059278.000000 Penalty: 5061.862305
	Iteration 38Q: 3 clusters Score -5059278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5059274.500000 Penalty: 5061.862305
	Iteration 39Q: 3 clusters Score -5059274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5059279.000000 Penalty: 5061.862305
	Iteration 40F: 3 clusters Score -5059279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5059278.000000 Penalty: 5061.862305
	Iteration 41Q: 3 clusters Score -5059278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5059277.000000 Penalty: 5061.862305
	Iteration 42Q: 3 clusters Score -5059277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5059277.500000 Penalty: 5061.862305
	Iteration 43Q: 3 clusters Score -5059278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5059277.500000 Penalty: 5061.862305
	Iteration 44F: 3 clusters Score -5059278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -87517.054688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -87517.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -86043.460938 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -86043.46 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -86272.921875 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -86272.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -86470.273438 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -86470.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -86626.093750 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -86626.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -86788.203125 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -86788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -86902.148438 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -86902.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -86960.468750 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -86960.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87009.585938 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -87009.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -87055.539062 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -87055.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87093.242188 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -87093.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -87109.117188 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -87109.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -87125.656250 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -87125.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -87129.687500 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -87129.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -87135.609375 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -87135.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -87138.406250 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -87138.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -87141.390625 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -87141.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -87145.609375 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -87145.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -87147.062500 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -87147.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -87156.070312 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -87156.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -87166.585938 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -87166.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -87187.421875 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -87187.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87216.187500 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -87216.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87216.187500 Penalty: 3122.451904
	Iteration 22F: 3 clusters Score -87216.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 150 members 
Entering Unmasked Estep 
Score: -46571.781250 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46571.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46654.136719 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46654.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46678.953125 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46678.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46695.175781 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46695.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46703.941406 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46703.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46710.953125 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46710.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -46714.167969 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46714.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46717.843750 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -46717.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -46717.843750 Penalty: 2822.418457
	Iteration 8F: 3 clusters Score -46717.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Entering Unmasked Estep 
Score: -4989107.500000 Penalty: 2530.885498
	Iteration 0F: 2 clusters Score -4989108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4970899.500000 Penalty: 5061.770996
	Iteration 0F: 3 clusters Score -4970900 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4977394.000000 Penalty: 5061.770996
	Iteration 1F: 3 clusters Score -4977394 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4977910.500000 Penalty: 5061.770996
	Iteration 2Q: 3 clusters Score -4977910 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4978513.500000 Penalty: 5061.770996
	Iteration 3Q: 3 clusters Score -4978514 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4979304.500000 Penalty: 5061.770996
	Iteration 4F: 3 clusters Score -4979304 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4980399.000000 Penalty: 5061.770996
	Iteration 5F: 3 clusters Score -4980399 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4981880.000000 Penalty: 5061.770996
	Iteration 6F: 3 clusters Score -4981880 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4983509.000000 Penalty: 5061.770996
	Iteration 7F: 3 clusters Score -4983509 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4984880.000000 Penalty: 5061.770996
	Iteration 8F: 3 clusters Score -4984880 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4985813.500000 Penalty: 5061.770996
	Iteration 9Q: 3 clusters Score -4985814 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -4986316.500000 Penalty: 5061.770996
	Iteration 10Q: 3 clusters Score -4986316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4986541.500000 Penalty: 5061.770996
	Iteration 11Q: 3 clusters Score -4986542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4986687.500000 Penalty: 5061.770996
	Iteration 12Q: 3 clusters Score -4986688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4986768.000000 Penalty: 5061.770996
	Iteration 13Q: 3 clusters Score -4986768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4986824.000000 Penalty: 5061.770996
	Iteration 14Q: 3 clusters Score -4986824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4986861.000000 Penalty: 5061.770996
	Iteration 15Q: 3 clusters Score -4986861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4986882.000000 Penalty: 5061.770996
	Iteration 16Q: 3 clusters Score -4986882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4986895.500000 Penalty: 5061.770996
	Iteration 17Q: 3 clusters Score -4986896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4986914.500000 Penalty: 5061.770996
	Iteration 18Q: 3 clusters Score -4986914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4986916.000000 Penalty: 5061.770996
	Iteration 19Q: 3 clusters Score -4986916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4986919.000000 Penalty: 5061.770996
	Iteration 20F: 3 clusters Score -4986919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Entering Unmasked Estep 
Score: -7076163.000000 Penalty: 2614.158936
	Iteration 0F: 2 clusters Score -7076163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7053360.500000 Penalty: 5228.317871
	Iteration 0F: 3 clusters Score -7053360 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7062881.000000 Penalty: 5228.317871
	Iteration 1F: 3 clusters Score -7062881 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -7063714.000000 Penalty: 5228.317871
	Iteration 2Q: 3 clusters Score -7063714 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -7064636.000000 Penalty: 5228.317871
	Iteration 3F: 3 clusters Score -7064636 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7065848.500000 Penalty: 5228.317871
	Iteration 4F: 3 clusters Score -7065848 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -7067106.500000 Penalty: 5228.317871
	Iteration 5F: 3 clusters Score -7067106 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7068582.500000 Penalty: 5228.317871
	Iteration 6F: 3 clusters Score -7068582 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -7070221.500000 Penalty: 5228.317871
	Iteration 7F: 3 clusters Score -7070222 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7071740.500000 Penalty: 5228.317871
	Iteration 8F: 3 clusters Score -7071740 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -7072759.000000 Penalty: 5228.317871
	Iteration 9Q: 3 clusters Score -7072759 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -7073316.500000 Penalty: 5228.317871
	Iteration 10Q: 3 clusters Score -7073316 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -7073566.000000 Penalty: 5228.317871
	Iteration 11Q: 3 clusters Score -7073566 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -7073680.500000 Penalty: 5228.317871
	Iteration 12Q: 3 clusters Score -7073680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -7073837.000000 Penalty: 5228.317871
	Iteration 13Q: 3 clusters Score -7073837 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -7073877.500000 Penalty: 5228.317871
	Iteration 14Q: 3 clusters Score -7073878 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -7073949.500000 Penalty: 5228.317871
	Iteration 15Q: 3 clusters Score -7073950 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -7073973.500000 Penalty: 5228.317871
	Iteration 16Q: 3 clusters Score -7073974 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -7074027.500000 Penalty: 5228.317871
	Iteration 17Q: 3 clusters Score -7074028 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -7074063.000000 Penalty: 5228.317871
	Iteration 18Q: 3 clusters Score -7074063 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -7074086.000000 Penalty: 5228.317871
	Iteration 19Q: 3 clusters Score -7074086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -7074097.000000 Penalty: 5228.317871
	Iteration 20F: 3 clusters Score -7074097 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -7074080.000000 Penalty: 5228.317871
	Iteration 21Q: 3 clusters Score -7074080 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -7074094.000000 Penalty: 5228.317871
	Iteration 22Q: 3 clusters Score -7074094 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7074100.000000 Penalty: 5228.317871
	Iteration 23Q: 3 clusters Score -7074100 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -7074114.500000 Penalty: 5228.317871
	Iteration 24Q: 3 clusters Score -7074114 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7074130.000000 Penalty: 5228.317871
	Iteration 25Q: 3 clusters Score -7074130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -7074126.500000 Penalty: 5228.317871
	Iteration 26Q: 3 clusters Score -7074126 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -7074126.000000 Penalty: 5228.317871
	Iteration 27Q: 3 clusters Score -7074126 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -7074130.500000 Penalty: 5228.317871
	Iteration 28Q: 3 clusters Score -7074130 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -7074103.000000 Penalty: 5228.317871
	Iteration 29Q: 3 clusters Score -7074103 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -7074095.000000 Penalty: 5228.317871
	Iteration 30Q: 3 clusters Score -7074095 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -7074096.500000 Penalty: 5228.317871
	Iteration 31Q: 3 clusters Score -7074096 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -7074167.000000 Penalty: 5228.317871
	Iteration 32Q: 3 clusters Score -7074167 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -7074143.500000 Penalty: 5228.317871
	Iteration 33Q: 3 clusters Score -7074144 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7074164.500000 Penalty: 5228.317871
	Iteration 34Q: 3 clusters Score -7074164 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -7074216.500000 Penalty: 5228.317871
	Iteration 35Q: 3 clusters Score -7074216 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7074239.000000 Penalty: 5228.317871
	Iteration 36Q: 3 clusters Score -7074239 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7074273.500000 Penalty: 5228.317871
	Iteration 37Q: 3 clusters Score -7074274 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -7074310.000000 Penalty: 5228.317871
	Iteration 38Q: 3 clusters Score -7074310 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -7074335.000000 Penalty: 5228.317871
	Iteration 39Q: 3 clusters Score -7074335 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7074410.500000 Penalty: 5228.317871
	Iteration 40F: 3 clusters Score -7074410 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -7074438.000000 Penalty: 5228.317871
	Iteration 41Q: 3 clusters Score -7074438 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -7074506.500000 Penalty: 5228.317871
	Iteration 42Q: 3 clusters Score -7074506 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -7074564.500000 Penalty: 5228.317871
	Iteration 43Q: 3 clusters Score -7074564 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -7074586.500000 Penalty: 5228.317871
	Iteration 44Q: 3 clusters Score -7074586 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7074629.000000 Penalty: 5228.317871
	Iteration 45Q: 3 clusters Score -7074629 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -7074708.000000 Penalty: 5228.317871
	Iteration 46Q: 3 clusters Score -7074708 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7074753.500000 Penalty: 5228.317871
	Iteration 47Q: 3 clusters Score -7074754 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7074831.000000 Penalty: 5228.317871
	Iteration 48Q: 3 clusters Score -7074831 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -7074872.000000 Penalty: 5228.317871
	Iteration 49Q: 3 clusters Score -7074872 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -7074976.500000 Penalty: 5228.317871
	Iteration 50Q: 3 clusters Score -7074976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -7075016.000000 Penalty: 5228.317871
	Iteration 51Q: 3 clusters Score -7075016 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7075030.500000 Penalty: 5228.317871
	Iteration 52Q: 3 clusters Score -7075030 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7075051.000000 Penalty: 5228.317871
	Iteration 53Q: 3 clusters Score -7075051 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7075017.000000 Penalty: 5228.317871
	Iteration 54Q: 3 clusters Score -7075017 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7075040.500000 Penalty: 5228.317871
	Iteration 55Q: 3 clusters Score -7075040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7075048.500000 Penalty: 5228.317871
	Iteration 56Q: 3 clusters Score -7075048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7075068.500000 Penalty: 5228.317871
	Iteration 57Q: 3 clusters Score -7075068 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7075130.500000 Penalty: 5228.317871
	Iteration 58Q: 3 clusters Score -7075130 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7075136.000000 Penalty: 5228.317871
	Iteration 59Q: 3 clusters Score -7075136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7075153.500000 Penalty: 5228.317871
	Iteration 60F: 3 clusters Score -7075154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7075138.000000 Penalty: 5228.317871
	Iteration 61Q: 3 clusters Score -7075138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7075143.500000 Penalty: 5228.317871
	Iteration 62Q: 3 clusters Score -7075144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7075118.500000 Penalty: 5228.317871
	Iteration 63Q: 3 clusters Score -7075118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7075099.500000 Penalty: 5228.317871
	Iteration 64Q: 3 clusters Score -7075100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7075081.500000 Penalty: 5228.317871
	Iteration 65Q: 3 clusters Score -7075082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7075032.500000 Penalty: 5228.317871
	Iteration 66Q: 3 clusters Score -7075032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7075027.500000 Penalty: 5228.317871
	Iteration 67Q: 3 clusters Score -7075028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7074994.500000 Penalty: 5228.317871
	Iteration 68Q: 3 clusters Score -7074994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7074955.500000 Penalty: 5228.317871
	Iteration 69Q: 3 clusters Score -7074956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7074937.000000 Penalty: 5228.317871
	Iteration 70Q: 3 clusters Score -7074937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7074908.500000 Penalty: 5228.317871
	Iteration 71Q: 3 clusters Score -7074908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7074894.500000 Penalty: 5228.317871
	Iteration 72Q: 3 clusters Score -7074894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7074876.000000 Penalty: 5228.317871
	Iteration 73Q: 3 clusters Score -7074876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7074857.500000 Penalty: 5228.317871
	Iteration 74Q: 3 clusters Score -7074858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7074853.500000 Penalty: 5228.317871
	Iteration 75Q: 3 clusters Score -7074854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7074844.000000 Penalty: 5228.317871
	Iteration 76Q: 3 clusters Score -7074844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7074837.000000 Penalty: 5228.317871
	Iteration 77Q: 3 clusters Score -7074837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7074821.500000 Penalty: 5228.317871
	Iteration 78Q: 3 clusters Score -7074822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7074814.000000 Penalty: 5228.317871
	Iteration 79Q: 3 clusters Score -7074814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7074806.000000 Penalty: 5228.317871
	Iteration 80F: 3 clusters Score -7074806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7074806.000000 Penalty: 5228.317871
	Iteration 81Q: 3 clusters Score -7074806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7074803.500000 Penalty: 5228.317871
	Iteration 82Q: 3 clusters Score -7074804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7074796.500000 Penalty: 5228.317871
	Iteration 83Q: 3 clusters Score -7074796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7074783.500000 Penalty: 5228.317871
	Iteration 84Q: 3 clusters Score -7074784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7074777.500000 Penalty: 5228.317871
	Iteration 85Q: 3 clusters Score -7074778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7074770.500000 Penalty: 5228.317871
	Iteration 86Q: 3 clusters Score -7074770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7074762.000000 Penalty: 5228.317871
	Iteration 87Q: 3 clusters Score -7074762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7074757.000000 Penalty: 5228.317871
	Iteration 88Q: 3 clusters Score -7074757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7074765.000000 Penalty: 5228.317871
	Iteration 89Q: 3 clusters Score -7074765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7074749.000000 Penalty: 5228.317871
	Iteration 90Q: 3 clusters Score -7074749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7074736.500000 Penalty: 5228.317871
	Iteration 91Q: 3 clusters Score -7074736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7074738.500000 Penalty: 5228.317871
	Iteration 92Q: 3 clusters Score -7074738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7074742.000000 Penalty: 5228.317871
	Iteration 93Q: 3 clusters Score -7074742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7074740.000000 Penalty: 5228.317871
	Iteration 94Q: 3 clusters Score -7074740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7074735.500000 Penalty: 5228.317871
	Iteration 95Q: 3 clusters Score -7074736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7074728.500000 Penalty: 5228.317871
	Iteration 96Q: 3 clusters Score -7074728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7074737.500000 Penalty: 5228.317871
	Iteration 97Q: 3 clusters Score -7074738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7074729.500000 Penalty: 5228.317871
	Iteration 98Q: 3 clusters Score -7074730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7074722.000000 Penalty: 5228.317871
	Iteration 99Q: 3 clusters Score -7074722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7074725.500000 Penalty: 5228.317871
	Iteration 100F: 3 clusters Score -7074726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7074716.500000 Penalty: 5228.317871
	Iteration 101Q: 3 clusters Score -7074716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7074727.000000 Penalty: 5228.317871
	Iteration 102Q: 3 clusters Score -7074727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7074720.500000 Penalty: 5228.317871
	Iteration 103Q: 3 clusters Score -7074720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7074713.000000 Penalty: 5228.317871
	Iteration 104Q: 3 clusters Score -7074713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7074709.000000 Penalty: 5228.317871
	Iteration 105Q: 3 clusters Score -7074709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7074710.000000 Penalty: 5228.317871
	Iteration 106Q: 3 clusters Score -7074710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7074712.000000 Penalty: 5228.317871
	Iteration 107Q: 3 clusters Score -7074712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7074707.000000 Penalty: 5228.317871
	Iteration 108Q: 3 clusters Score -7074707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7074703.500000 Penalty: 5228.317871
	Iteration 109Q: 3 clusters Score -7074704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7074712.000000 Penalty: 5228.317871
	Iteration 110Q: 3 clusters Score -7074712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7074705.500000 Penalty: 5228.317871
	Iteration 111Q: 3 clusters Score -7074706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7074704.500000 Penalty: 5228.317871
	Iteration 112Q: 3 clusters Score -7074704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7074709.000000 Penalty: 5228.317871
	Iteration 113Q: 3 clusters Score -7074709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7074703.000000 Penalty: 5228.317871
	Iteration 114Q: 3 clusters Score -7074703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7074703.000000 Penalty: 5228.317871
	Iteration 115F: 3 clusters Score -7074703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Entering Unmasked Estep 
Score: -3997112.250000 Penalty: 2473.896484
	Iteration 0F: 2 clusters Score -3997112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3983065.000000 Penalty: 4947.792969
	Iteration 0F: 3 clusters Score -3983065 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3988272.250000 Penalty: 4947.792969
	Iteration 1F: 3 clusters Score -3988272 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3988664.500000 Penalty: 4947.792969
	Iteration 2F: 3 clusters Score -3988664 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3989000.250000 Penalty: 4947.792969
	Iteration 3Q: 3 clusters Score -3989000 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3989265.250000 Penalty: 4947.792969
	Iteration 4Q: 3 clusters Score -3989265 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3989460.500000 Penalty: 4947.792969
	Iteration 5Q: 3 clusters Score -3989460 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3989678.000000 Penalty: 4947.792969
	Iteration 6Q: 3 clusters Score -3989678 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3989884.000000 Penalty: 4947.792969
	Iteration 7Q: 3 clusters Score -3989884 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3990169.250000 Penalty: 4947.792969
	Iteration 8Q: 3 clusters Score -3990169 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3990556.000000 Penalty: 4947.792969
	Iteration 9Q: 3 clusters Score -3990556 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3991122.750000 Penalty: 4947.792969
	Iteration 10Q: 3 clusters Score -3991123 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3991767.000000 Penalty: 4947.792969
	Iteration 11Q: 3 clusters Score -3991767 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3992423.250000 Penalty: 4947.792969
	Iteration 12Q: 3 clusters Score -3992423 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3992990.000000 Penalty: 4947.792969
	Iteration 13Q: 3 clusters Score -3992990 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3993315.000000 Penalty: 4947.792969
	Iteration 14Q: 3 clusters Score -3993315 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3993532.500000 Penalty: 4947.792969
	Iteration 15Q: 3 clusters Score -3993532 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3993660.750000 Penalty: 4947.792969
	Iteration 16Q: 3 clusters Score -3993661 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3993732.000000 Penalty: 4947.792969
	Iteration 17Q: 3 clusters Score -3993732 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3993810.750000 Penalty: 4947.792969
	Iteration 18Q: 3 clusters Score -3993811 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3993890.250000 Penalty: 4947.792969
	Iteration 19Q: 3 clusters Score -3993890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3993965.000000 Penalty: 4947.792969
	Iteration 20F: 3 clusters Score -3993965 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3994033.750000 Penalty: 4947.792969
	Iteration 21Q: 3 clusters Score -3994034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3994108.500000 Penalty: 4947.792969
	Iteration 22Q: 3 clusters Score -3994108 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3994165.500000 Penalty: 4947.792969
	Iteration 23Q: 3 clusters Score -3994166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3994241.500000 Penalty: 4947.792969
	Iteration 24Q: 3 clusters Score -3994242 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3994330.000000 Penalty: 4947.792969
	Iteration 25Q: 3 clusters Score -3994330 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3994377.250000 Penalty: 4947.792969
	Iteration 26Q: 3 clusters Score -3994377 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3994411.750000 Penalty: 4947.792969
	Iteration 27Q: 3 clusters Score -3994412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3994450.000000 Penalty: 4947.792969
	Iteration 28Q: 3 clusters Score -3994450 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3994485.750000 Penalty: 4947.792969
	Iteration 29Q: 3 clusters Score -3994486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3994525.500000 Penalty: 4947.792969
	Iteration 30Q: 3 clusters Score -3994526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3994567.000000 Penalty: 4947.792969
	Iteration 31Q: 3 clusters Score -3994567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3994601.000000 Penalty: 4947.792969
	Iteration 32Q: 3 clusters Score -3994601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3994626.000000 Penalty: 4947.792969
	Iteration 33Q: 3 clusters Score -3994626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3994654.500000 Penalty: 4947.792969
	Iteration 34Q: 3 clusters Score -3994654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3994667.500000 Penalty: 4947.792969
	Iteration 35Q: 3 clusters Score -3994668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3994686.250000 Penalty: 4947.792969
	Iteration 36Q: 3 clusters Score -3994686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3994704.000000 Penalty: 4947.792969
	Iteration 37Q: 3 clusters Score -3994704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3994714.500000 Penalty: 4947.792969
	Iteration 38Q: 3 clusters Score -3994714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3994722.750000 Penalty: 4947.792969
	Iteration 39Q: 3 clusters Score -3994723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3994730.000000 Penalty: 4947.792969
	Iteration 40F: 3 clusters Score -3994730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3994739.250000 Penalty: 4947.792969
	Iteration 41Q: 3 clusters Score -3994739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3994751.500000 Penalty: 4947.792969
	Iteration 42Q: 3 clusters Score -3994752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3994760.500000 Penalty: 4947.792969
	Iteration 43Q: 3 clusters Score -3994760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3994769.250000 Penalty: 4947.792969
	Iteration 44Q: 3 clusters Score -3994769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3994777.250000 Penalty: 4947.792969
	Iteration 45Q: 3 clusters Score -3994777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3994779.250000 Penalty: 4947.792969
	Iteration 46Q: 3 clusters Score -3994779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3994772.250000 Penalty: 4947.792969
	Iteration 47Q: 3 clusters Score -3994772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3994779.250000 Penalty: 4947.792969
	Iteration 48Q: 3 clusters Score -3994779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -3994774.750000 Penalty: 4947.792969
	Iteration 49Q: 3 clusters Score -3994775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3994786.500000 Penalty: 4947.792969
	Iteration 50Q: 3 clusters Score -3994786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3994805.500000 Penalty: 4947.792969
	Iteration 51Q: 3 clusters Score -3994806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3994810.000000 Penalty: 4947.792969
	Iteration 52Q: 3 clusters Score -3994810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3994815.750000 Penalty: 4947.792969
	Iteration 53Q: 3 clusters Score -3994816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3994829.500000 Penalty: 4947.792969
	Iteration 54Q: 3 clusters Score -3994830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3994833.000000 Penalty: 4947.792969
	Iteration 55Q: 3 clusters Score -3994833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3994836.250000 Penalty: 4947.792969
	Iteration 56Q: 3 clusters Score -3994836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3994835.000000 Penalty: 4947.792969
	Iteration 57Q: 3 clusters Score -3994835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3994839.750000 Penalty: 4947.792969
	Iteration 58Q: 3 clusters Score -3994840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3994851.500000 Penalty: 4947.792969
	Iteration 59Q: 3 clusters Score -3994852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3994862.000000 Penalty: 4947.792969
	Iteration 60F: 3 clusters Score -3994862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3994875.250000 Penalty: 4947.792969
	Iteration 61Q: 3 clusters Score -3994875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -3994868.250000 Penalty: 4947.792969
	Iteration 62Q: 3 clusters Score -3994868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3994868.500000 Penalty: 4947.792969
	Iteration 63Q: 3 clusters Score -3994868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3994871.250000 Penalty: 4947.792969
	Iteration 64Q: 3 clusters Score -3994871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3994874.250000 Penalty: 4947.792969
	Iteration 65Q: 3 clusters Score -3994874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3994882.000000 Penalty: 4947.792969
	Iteration 66Q: 3 clusters Score -3994882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3994885.000000 Penalty: 4947.792969
	Iteration 67Q: 3 clusters Score -3994885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3994889.750000 Penalty: 4947.792969
	Iteration 68Q: 3 clusters Score -3994890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3994893.000000 Penalty: 4947.792969
	Iteration 69Q: 3 clusters Score -3994893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3994890.000000 Penalty: 4947.792969
	Iteration 70Q: 3 clusters Score -3994890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3994893.500000 Penalty: 4947.792969
	Iteration 71Q: 3 clusters Score -3994894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3994901.750000 Penalty: 4947.792969
	Iteration 72Q: 3 clusters Score -3994902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3994906.250000 Penalty: 4947.792969
	Iteration 73Q: 3 clusters Score -3994906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3994910.250000 Penalty: 4947.792969
	Iteration 74Q: 3 clusters Score -3994910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3994907.250000 Penalty: 4947.792969
	Iteration 75Q: 3 clusters Score -3994907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3994911.750000 Penalty: 4947.792969
	Iteration 76Q: 3 clusters Score -3994912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3994922.250000 Penalty: 4947.792969
	Iteration 77Q: 3 clusters Score -3994922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3994921.750000 Penalty: 4947.792969
	Iteration 78Q: 3 clusters Score -3994922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3994932.250000 Penalty: 4947.792969
	Iteration 79Q: 3 clusters Score -3994932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3994940.500000 Penalty: 4947.792969
	Iteration 80F: 3 clusters Score -3994940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3994938.500000 Penalty: 4947.792969
	Iteration 81Q: 3 clusters Score -3994938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3994946.500000 Penalty: 4947.792969
	Iteration 82Q: 3 clusters Score -3994946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3994949.750000 Penalty: 4947.792969
	Iteration 83Q: 3 clusters Score -3994950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3994953.250000 Penalty: 4947.792969
	Iteration 84Q: 3 clusters Score -3994953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3994963.500000 Penalty: 4947.792969
	Iteration 85Q: 3 clusters Score -3994964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3994961.750000 Penalty: 4947.792969
	Iteration 86Q: 3 clusters Score -3994962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3994963.250000 Penalty: 4947.792969
	Iteration 87Q: 3 clusters Score -3994963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3994961.250000 Penalty: 4947.792969
	Iteration 88Q: 3 clusters Score -3994961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3994966.750000 Penalty: 4947.792969
	Iteration 89Q: 3 clusters Score -3994967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3994965.000000 Penalty: 4947.792969
	Iteration 90Q: 3 clusters Score -3994965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3994970.250000 Penalty: 4947.792969
	Iteration 91Q: 3 clusters Score -3994970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3994968.250000 Penalty: 4947.792969
	Iteration 92Q: 3 clusters Score -3994968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3994972.250000 Penalty: 4947.792969
	Iteration 93Q: 3 clusters Score -3994972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -3994970.500000 Penalty: 4947.792969
	Iteration 94Q: 3 clusters Score -3994970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3994971.000000 Penalty: 4947.792969
	Iteration 95Q: 3 clusters Score -3994971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3994968.000000 Penalty: 4947.792969
	Iteration 96Q: 3 clusters Score -3994968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3994971.250000 Penalty: 4947.792969
	Iteration 97Q: 3 clusters Score -3994971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3994971.750000 Penalty: 4947.792969
	Iteration 98Q: 3 clusters Score -3994972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3994974.000000 Penalty: 4947.792969
	Iteration 99Q: 3 clusters Score -3994974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3994974.000000 Penalty: 4947.792969
	Iteration 100F: 3 clusters Score -3994974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3994976.000000 Penalty: 4947.792969
	Iteration 101Q: 3 clusters Score -3994976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3994970.500000 Penalty: 4947.792969
	Iteration 102Q: 3 clusters Score -3994970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3994966.000000 Penalty: 4947.792969
	Iteration 103Q: 3 clusters Score -3994966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3994979.000000 Penalty: 4947.792969
	Iteration 104Q: 3 clusters Score -3994979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3994975.500000 Penalty: 4947.792969
	Iteration 105Q: 3 clusters Score -3994976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3994971.000000 Penalty: 4947.792969
	Iteration 106Q: 3 clusters Score -3994971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3994977.500000 Penalty: 4947.792969
	Iteration 107Q: 3 clusters Score -3994978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3994975.000000 Penalty: 4947.792969
	Iteration 108Q: 3 clusters Score -3994975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3994981.250000 Penalty: 4947.792969
	Iteration 109Q: 3 clusters Score -3994981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3994974.750000 Penalty: 4947.792969
	Iteration 110Q: 3 clusters Score -3994975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3994977.500000 Penalty: 4947.792969
	Iteration 111Q: 3 clusters Score -3994978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3994977.000000 Penalty: 4947.792969
	Iteration 112Q: 3 clusters Score -3994977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3994983.000000 Penalty: 4947.792969
	Iteration 113Q: 3 clusters Score -3994983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3994984.250000 Penalty: 4947.792969
	Iteration 114Q: 3 clusters Score -3994984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3994985.000000 Penalty: 4947.792969
	Iteration 115Q: 3 clusters Score -3994985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3994978.750000 Penalty: 4947.792969
	Iteration 116Q: 3 clusters Score -3994979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3994987.000000 Penalty: 4947.792969
	Iteration 117Q: 3 clusters Score -3994987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3994986.000000 Penalty: 4947.792969
	Iteration 118Q: 3 clusters Score -3994986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3994987.750000 Penalty: 4947.792969
	Iteration 119Q: 3 clusters Score -3994988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3994988.250000 Penalty: 4947.792969
	Iteration 120F: 3 clusters Score -3994988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3994994.500000 Penalty: 4947.792969
	Iteration 121Q: 3 clusters Score -3994994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3994992.250000 Penalty: 4947.792969
	Iteration 122Q: 3 clusters Score -3994992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3994992.500000 Penalty: 4947.792969
	Iteration 123Q: 3 clusters Score -3994992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3994993.000000 Penalty: 4947.792969
	Iteration 124Q: 3 clusters Score -3994993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -3994990.250000 Penalty: 4947.792969
	Iteration 125Q: 3 clusters Score -3994990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3994997.750000 Penalty: 4947.792969
	Iteration 126Q: 3 clusters Score -3994998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3994997.750000 Penalty: 4947.792969
	Iteration 127Q: 3 clusters Score -3994998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3995003.000000 Penalty: 4947.792969
	Iteration 128Q: 3 clusters Score -3995003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3995002.250000 Penalty: 4947.792969
	Iteration 129Q: 3 clusters Score -3995002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3995000.000000 Penalty: 4947.792969
	Iteration 130Q: 3 clusters Score -3995000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3995006.750000 Penalty: 4947.792969
	Iteration 131Q: 3 clusters Score -3995007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3995008.750000 Penalty: 4947.792969
	Iteration 132Q: 3 clusters Score -3995009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3995013.250000 Penalty: 4947.792969
	Iteration 133Q: 3 clusters Score -3995013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3995011.000000 Penalty: 4947.792969
	Iteration 134Q: 3 clusters Score -3995011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3995010.000000 Penalty: 4947.792969
	Iteration 135Q: 3 clusters Score -3995010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3995018.000000 Penalty: 4947.792969
	Iteration 136Q: 3 clusters Score -3995018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3995021.500000 Penalty: 4947.792969
	Iteration 137Q: 3 clusters Score -3995022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3995022.750000 Penalty: 4947.792969
	Iteration 138Q: 3 clusters Score -3995023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3995025.750000 Penalty: 4947.792969
	Iteration 139Q: 3 clusters Score -3995026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3995031.500000 Penalty: 4947.792969
	Iteration 140F: 3 clusters Score -3995032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3995030.000000 Penalty: 4947.792969
	Iteration 141Q: 3 clusters Score -3995030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3995034.250000 Penalty: 4947.792969
	Iteration 142Q: 3 clusters Score -3995034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3995026.000000 Penalty: 4947.792969
	Iteration 143Q: 3 clusters Score -3995026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3995026.000000 Penalty: 4947.792969
	Iteration 144F: 3 clusters Score -3995026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Entering Unmasked Estep 
Score: -1991362.000000 Penalty: 2283.468994
	Iteration 0F: 2 clusters Score -1991362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1983751.375000 Penalty: 4566.937988
	Iteration 0F: 3 clusters Score -1983751 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1986045.500000 Penalty: 4566.937988
	Iteration 1F: 3 clusters Score -1986046 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1986530.875000 Penalty: 4566.937988
	Iteration 2F: 3 clusters Score -1986531 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1986942.125000 Penalty: 4566.937988
	Iteration 3F: 3 clusters Score -1986942 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1987351.875000 Penalty: 4566.937988
	Iteration 4F: 3 clusters Score -1987352 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1987728.250000 Penalty: 4566.937988
	Iteration 5F: 3 clusters Score -1987728 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1988113.500000 Penalty: 4566.937988
	Iteration 6Q: 3 clusters Score -1988114 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1988463.000000 Penalty: 4566.937988
	Iteration 7Q: 3 clusters Score -1988463 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1988720.250000 Penalty: 4566.937988
	Iteration 8Q: 3 clusters Score -1988720 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1988890.875000 Penalty: 4566.937988
	Iteration 9Q: 3 clusters Score -1988891 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1988981.375000 Penalty: 4566.937988
	Iteration 10Q: 3 clusters Score -1988981 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1989024.000000 Penalty: 4566.937988
	Iteration 11Q: 3 clusters Score -1989024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1989048.750000 Penalty: 4566.937988
	Iteration 12Q: 3 clusters Score -1989049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1989067.500000 Penalty: 4566.937988
	Iteration 13Q: 3 clusters Score -1989068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1989078.375000 Penalty: 4566.937988
	Iteration 14Q: 3 clusters Score -1989078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1989080.000000 Penalty: 4566.937988
	Iteration 15Q: 3 clusters Score -1989080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1989087.000000 Penalty: 4566.937988
	Iteration 16Q: 3 clusters Score -1989087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1989092.250000 Penalty: 4566.937988
	Iteration 17Q: 3 clusters Score -1989092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1989087.875000 Penalty: 4566.937988
	Iteration 18Q: 3 clusters Score -1989088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1989090.125000 Penalty: 4566.937988
	Iteration 19Q: 3 clusters Score -1989090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1989092.500000 Penalty: 4566.937988
	Iteration 20F: 3 clusters Score -1989092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1989093.750000 Penalty: 4566.937988
	Iteration 21Q: 3 clusters Score -1989094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1989094.250000 Penalty: 4566.937988
	Iteration 22Q: 3 clusters Score -1989094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1989099.000000 Penalty: 4566.937988
	Iteration 23Q: 3 clusters Score -1989099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1989101.500000 Penalty: 4566.937988
	Iteration 24Q: 3 clusters Score -1989102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1989103.500000 Penalty: 4566.937988
	Iteration 25Q: 3 clusters Score -1989104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1989103.000000 Penalty: 4566.937988
	Iteration 26Q: 3 clusters Score -1989103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1989101.500000 Penalty: 4566.937988
	Iteration 27Q: 3 clusters Score -1989102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1989102.500000 Penalty: 4566.937988
	Iteration 28Q: 3 clusters Score -1989102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1989098.750000 Penalty: 4566.937988
	Iteration 29Q: 3 clusters Score -1989099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1989096.500000 Penalty: 4566.937988
	Iteration 30Q: 3 clusters Score -1989096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1989098.500000 Penalty: 4566.937988
	Iteration 31Q: 3 clusters Score -1989098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1989100.500000 Penalty: 4566.937988
	Iteration 32Q: 3 clusters Score -1989100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1989100.250000 Penalty: 4566.937988
	Iteration 33Q: 3 clusters Score -1989100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1989100.250000 Penalty: 4566.937988
	Iteration 34F: 3 clusters Score -1989100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -84272.687500 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -84272.69 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 263 members 
Entering Unmasked Estep 
Score: -82803.125000 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -82803.12 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83040.414062 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -83040.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83200.476562 Penalty: 3119.698975
	Iteration 2F: 3 clusters Score -83200.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83282.312500 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -83282.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83351.445312 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -83351.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83441.406250 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -83441.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -83454.398438 Penalty: 3119.698975
	Iteration 6Q: 3 clusters Score -83454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83472.398438 Penalty: 3119.698975
	Iteration 7Q: 3 clusters Score -83472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83496.664062 Penalty: 3119.698975
	Iteration 8Q: 3 clusters Score -83496.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83506.078125 Penalty: 3119.698975
	Iteration 9Q: 3 clusters Score -83506.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83508.929688 Penalty: 3119.698975
	Iteration 10Q: 3 clusters Score -83508.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83525.359375 Penalty: 3119.698975
	Iteration 11Q: 3 clusters Score -83525.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83534.921875 Penalty: 3119.698975
	Iteration 12Q: 3 clusters Score -83534.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83551.203125 Penalty: 3119.698975
	Iteration 13Q: 3 clusters Score -83551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83599.296875 Penalty: 3119.698975
	Iteration 14Q: 3 clusters Score -83599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83610.789062 Penalty: 3119.698975
	Iteration 15Q: 3 clusters Score -83610.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83635.914062 Penalty: 3119.698975
	Iteration 16Q: 3 clusters Score -83635.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83643.281250 Penalty: 3119.698975
	Iteration 17Q: 3 clusters Score -83643.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83650.984375 Penalty: 3119.698975
	Iteration 18Q: 3 clusters Score -83650.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83654.507812 Penalty: 3119.698975
	Iteration 19Q: 3 clusters Score -83654.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83654.507812 Penalty: 3119.698975
	Iteration 20F: 3 clusters Score -83654.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -194201.265625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -194201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -192185.109375 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -192185.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -192490.328125 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -192490.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -192695.078125 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -192695.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192909.250000 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -192909.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -193026.250000 Penalty: 3482.900391
	Iteration 4F: 3 clusters Score -193026.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -193106.796875 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -193106.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -193185.546875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -193185.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -193296.953125 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -193297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -193406.718750 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -193406.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -193543.812500 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -193543.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -193632.203125 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -193632.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -193712.421875 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -193712.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -193802.203125 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -193802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -193966.156250 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -193966.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -194285.718750 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -194285.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -194509.671875 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -194509.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -194576.359375 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -194576.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -194615.046875 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -194615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194636.125000 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -194636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194636.125000 Penalty: 3482.900391
	Iteration 19F: 3 clusters Score -194636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37923 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 35746 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20410 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 20433 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 27048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 37834 members 
Mstep: Class 22 contains 21491 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 20675 members 
Mstep: Class 27 contains 20331 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 19214 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 19055 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
Score: -87204520.000000 Penalty: 110135.960938
Splitting cluster 25 changes total score from -87205416.000000 to -87204520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Entering Unmasked Estep 
Score: -4089906.750000 Penalty: 2464.296875
	Iteration 0F: 2 clusters Score -4089907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4078300.750000 Penalty: 4928.593750
	Iteration 0F: 3 clusters Score -4078301 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -4083163.500000 Penalty: 4928.593750
	Iteration 1F: 3 clusters Score -4083164 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4083590.000000 Penalty: 4928.593750
	Iteration 2F: 3 clusters Score -4083590 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4083992.750000 Penalty: 4928.593750
	Iteration 3F: 3 clusters Score -4083993 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4084337.750000 Penalty: 4928.593750
	Iteration 4Q: 3 clusters Score -4084338 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4084706.250000 Penalty: 4928.593750
	Iteration 5Q: 3 clusters Score -4084706 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -4085073.000000 Penalty: 4928.593750
	Iteration 6Q: 3 clusters Score -4085073 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -4085408.000000 Penalty: 4928.593750
	Iteration 7Q: 3 clusters Score -4085408 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -4085750.250000 Penalty: 4928.593750
	Iteration 8Q: 3 clusters Score -4085750 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4086091.750000 Penalty: 4928.593750
	Iteration 9Q: 3 clusters Score -4086092 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4086451.000000 Penalty: 4928.593750
	Iteration 10Q: 3 clusters Score -4086451 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4086741.750000 Penalty: 4928.593750
	Iteration 11Q: 3 clusters Score -4086742 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4086923.500000 Penalty: 4928.593750
	Iteration 12Q: 3 clusters Score -4086924 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4087043.750000 Penalty: 4928.593750
	Iteration 13Q: 3 clusters Score -4087044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4087109.000000 Penalty: 4928.593750
	Iteration 14Q: 3 clusters Score -4087109 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4087123.750000 Penalty: 4928.593750
	Iteration 15Q: 3 clusters Score -4087124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4087127.500000 Penalty: 4928.593750
	Iteration 16Q: 3 clusters Score -4087128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4087143.750000 Penalty: 4928.593750
	Iteration 17Q: 3 clusters Score -4087144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4087137.500000 Penalty: 4928.593750
	Iteration 18Q: 3 clusters Score -4087138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4087145.750000 Penalty: 4928.593750
	Iteration 19Q: 3 clusters Score -4087146 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4087156.500000 Penalty: 4928.593750
	Iteration 20F: 3 clusters Score -4087156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4087155.500000 Penalty: 4928.593750
	Iteration 21Q: 3 clusters Score -4087156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4087167.250000 Penalty: 4928.593750
	Iteration 22Q: 3 clusters Score -4087167 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4087177.750000 Penalty: 4928.593750
	Iteration 23Q: 3 clusters Score -4087178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4087183.250000 Penalty: 4928.593750
	Iteration 24Q: 3 clusters Score -4087183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4087162.250000 Penalty: 4928.593750
	Iteration 25Q: 3 clusters Score -4087162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4087171.000000 Penalty: 4928.593750
	Iteration 26Q: 3 clusters Score -4087171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -4087179.500000 Penalty: 4928.593750
	Iteration 27Q: 3 clusters Score -4087180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4087195.750000 Penalty: 4928.593750
	Iteration 28Q: 3 clusters Score -4087196 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4087176.500000 Penalty: 4928.593750
	Iteration 29Q: 3 clusters Score -4087176 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4087220.250000 Penalty: 4928.593750
	Iteration 30Q: 3 clusters Score -4087220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4087256.500000 Penalty: 4928.593750
	Iteration 31Q: 3 clusters Score -4087256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4087268.250000 Penalty: 4928.593750
	Iteration 32Q: 3 clusters Score -4087268 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4087286.250000 Penalty: 4928.593750
	Iteration 33Q: 3 clusters Score -4087286 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4087360.500000 Penalty: 4928.593750
	Iteration 34Q: 3 clusters Score -4087360 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4087419.750000 Penalty: 4928.593750
	Iteration 35Q: 3 clusters Score -4087420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -4087480.750000 Penalty: 4928.593750
	Iteration 36Q: 3 clusters Score -4087481 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4087578.000000 Penalty: 4928.593750
	Iteration 37Q: 3 clusters Score -4087578 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4087669.500000 Penalty: 4928.593750
	Iteration 38Q: 3 clusters Score -4087670 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4087799.500000 Penalty: 4928.593750
	Iteration 39Q: 3 clusters Score -4087800 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4087918.500000 Penalty: 4928.593750
	Iteration 40F: 3 clusters Score -4087918 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4087997.000000 Penalty: 4928.593750
	Iteration 41Q: 3 clusters Score -4087997 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -4088090.000000 Penalty: 4928.593750
	Iteration 42Q: 3 clusters Score -4088090 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4088222.000000 Penalty: 4928.593750
	Iteration 43Q: 3 clusters Score -4088222 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4088390.000000 Penalty: 4928.593750
	Iteration 44Q: 3 clusters Score -4088390 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4088579.000000 Penalty: 4928.593750
	Iteration 45Q: 3 clusters Score -4088579 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4088782.250000 Penalty: 4928.593750
	Iteration 46Q: 3 clusters Score -4088782 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4088976.500000 Penalty: 4928.593750
	Iteration 47Q: 3 clusters Score -4088976 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4089173.750000 Penalty: 4928.593750
	Iteration 48Q: 3 clusters Score -4089174 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -4089386.250000 Penalty: 4928.593750
	Iteration 49Q: 3 clusters Score -4089386 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4089530.750000 Penalty: 4928.593750
	Iteration 50Q: 3 clusters Score -4089531 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -4089676.500000 Penalty: 4928.593750
	Iteration 51Q: 3 clusters Score -4089676 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4089783.000000 Penalty: 4928.593750
	Iteration 52Q: 3 clusters Score -4089783 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4089839.500000 Penalty: 4928.593750
	Iteration 53Q: 3 clusters Score -4089840 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4089868.000000 Penalty: 4928.593750
	Iteration 54Q: 3 clusters Score -4089868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4089889.500000 Penalty: 4928.593750
	Iteration 55Q: 3 clusters Score -4089890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4089917.500000 Penalty: 4928.593750
	Iteration 56Q: 3 clusters Score -4089918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -4089922.000000 Penalty: 4928.593750
	Iteration 57Q: 3 clusters Score -4089922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4089920.250000 Penalty: 4928.593750
	Iteration 58Q: 3 clusters Score -4089920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4089934.750000 Penalty: 4928.593750
	Iteration 59Q: 3 clusters Score -4089935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4090014.500000 Penalty: 4928.593750
	Iteration 60F: 3 clusters Score -4090014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4090036.000000 Penalty: 4928.593750
	Iteration 61Q: 3 clusters Score -4090036 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4090042.000000 Penalty: 4928.593750
	Iteration 62Q: 3 clusters Score -4090042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4090055.250000 Penalty: 4928.593750
	Iteration 63Q: 3 clusters Score -4090055 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4090041.250000 Penalty: 4928.593750
	Iteration 64Q: 3 clusters Score -4090041 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4090056.500000 Penalty: 4928.593750
	Iteration 65Q: 3 clusters Score -4090056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4090048.750000 Penalty: 4928.593750
	Iteration 66Q: 3 clusters Score -4090049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4090058.000000 Penalty: 4928.593750
	Iteration 67Q: 3 clusters Score -4090058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4090049.000000 Penalty: 4928.593750
	Iteration 68Q: 3 clusters Score -4090049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -4090048.000000 Penalty: 4928.593750
	Iteration 69Q: 3 clusters Score -4090048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4090034.250000 Penalty: 4928.593750
	Iteration 70Q: 3 clusters Score -4090034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4090040.500000 Penalty: 4928.593750
	Iteration 71Q: 3 clusters Score -4090040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4090043.750000 Penalty: 4928.593750
	Iteration 72Q: 3 clusters Score -4090044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4090056.250000 Penalty: 4928.593750
	Iteration 73Q: 3 clusters Score -4090056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4090045.250000 Penalty: 4928.593750
	Iteration 74Q: 3 clusters Score -4090045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4090032.250000 Penalty: 4928.593750
	Iteration 75Q: 3 clusters Score -4090032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4090034.250000 Penalty: 4928.593750
	Iteration 76Q: 3 clusters Score -4090034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4090017.000000 Penalty: 4928.593750
	Iteration 77Q: 3 clusters Score -4090017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4090023.750000 Penalty: 4928.593750
	Iteration 78Q: 3 clusters Score -4090024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -4090023.500000 Penalty: 4928.593750
	Iteration 79Q: 3 clusters Score -4090024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4090034.000000 Penalty: 4928.593750
	Iteration 80F: 3 clusters Score -4090034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4090040.500000 Penalty: 4928.593750
	Iteration 81Q: 3 clusters Score -4090040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4090047.250000 Penalty: 4928.593750
	Iteration 82Q: 3 clusters Score -4090047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4090041.250000 Penalty: 4928.593750
	Iteration 83Q: 3 clusters Score -4090041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4090036.500000 Penalty: 4928.593750
	Iteration 84Q: 3 clusters Score -4090036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4090036.000000 Penalty: 4928.593750
	Iteration 85Q: 3 clusters Score -4090036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4090032.750000 Penalty: 4928.593750
	Iteration 86Q: 3 clusters Score -4090033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4090033.250000 Penalty: 4928.593750
	Iteration 87Q: 3 clusters Score -4090033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4090033.250000 Penalty: 4928.593750
	Iteration 88Q: 3 clusters Score -4090033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4090031.000000 Penalty: 4928.593750
	Iteration 89Q: 3 clusters Score -4090031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4090032.250000 Penalty: 4928.593750
	Iteration 90Q: 3 clusters Score -4090032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4090039.250000 Penalty: 4928.593750
	Iteration 91Q: 3 clusters Score -4090039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4090036.000000 Penalty: 4928.593750
	Iteration 92Q: 3 clusters Score -4090036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -4090035.000000 Penalty: 4928.593750
	Iteration 93Q: 3 clusters Score -4090035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4090038.750000 Penalty: 4928.593750
	Iteration 94Q: 3 clusters Score -4090039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4090042.000000 Penalty: 4928.593750
	Iteration 95Q: 3 clusters Score -4090042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4090038.000000 Penalty: 4928.593750
	Iteration 96Q: 3 clusters Score -4090038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4090037.000000 Penalty: 4928.593750
	Iteration 97Q: 3 clusters Score -4090037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4090037.000000 Penalty: 4928.593750
	Iteration 98Q: 3 clusters Score -4090037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4090036.750000 Penalty: 4928.593750
	Iteration 99Q: 3 clusters Score -4090037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4090039.500000 Penalty: 4928.593750
	Iteration 100F: 3 clusters Score -4090040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4090040.000000 Penalty: 4928.593750
	Iteration 101Q: 3 clusters Score -4090040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4090040.000000 Penalty: 4928.593750
	Iteration 102F: 3 clusters Score -4090040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37923 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 15667 members 
Mstep: Class 7 contains 35746 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20410 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 20433 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 27048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 37834 members 
Mstep: Class 22 contains 21491 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 20331 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 19214 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 19055 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
Score: -87204808.000000 Penalty: 110135.960938
Splitting cluster 26 changes total score from -87205416.000000 to -87204808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (20331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Entering Unmasked Estep 
Score: -3894795.000000 Penalty: 2460.135742
	Iteration 0F: 2 clusters Score -3894795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3881285.000000 Penalty: 4920.271484
	Iteration 0F: 3 clusters Score -3881285 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3886113.500000 Penalty: 4920.271484
	Iteration 1F: 3 clusters Score -3886114 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3886512.500000 Penalty: 4920.271484
	Iteration 2F: 3 clusters Score -3886512 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3886819.750000 Penalty: 4920.271484
	Iteration 3Q: 3 clusters Score -3886820 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3887145.750000 Penalty: 4920.271484
	Iteration 4Q: 3 clusters Score -3887146 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3887447.750000 Penalty: 4920.271484
	Iteration 5Q: 3 clusters Score -3887448 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3887796.000000 Penalty: 4920.271484
	Iteration 6Q: 3 clusters Score -3887796 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3888255.750000 Penalty: 4920.271484
	Iteration 7Q: 3 clusters Score -3888256 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3888820.000000 Penalty: 4920.271484
	Iteration 8Q: 3 clusters Score -3888820 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3889568.000000 Penalty: 4920.271484
	Iteration 9F: 3 clusters Score -3889568 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3890423.250000 Penalty: 4920.271484
	Iteration 10F: 3 clusters Score -3890423 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3891205.750000 Penalty: 4920.271484
	Iteration 11Q: 3 clusters Score -3891206 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3891859.250000 Penalty: 4920.271484
	Iteration 12Q: 3 clusters Score -3891859 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3892370.500000 Penalty: 4920.271484
	Iteration 13Q: 3 clusters Score -3892370 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3892652.000000 Penalty: 4920.271484
	Iteration 14Q: 3 clusters Score -3892652 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3892776.250000 Penalty: 4920.271484
	Iteration 15Q: 3 clusters Score -3892776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3892861.750000 Penalty: 4920.271484
	Iteration 16Q: 3 clusters Score -3892862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3892910.500000 Penalty: 4920.271484
	Iteration 17Q: 3 clusters Score -3892910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3892944.000000 Penalty: 4920.271484
	Iteration 18Q: 3 clusters Score -3892944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3892978.250000 Penalty: 4920.271484
	Iteration 19Q: 3 clusters Score -3892978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3893012.750000 Penalty: 4920.271484
	Iteration 20F: 3 clusters Score -3893013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3893023.250000 Penalty: 4920.271484
	Iteration 21Q: 3 clusters Score -3893023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3893051.500000 Penalty: 4920.271484
	Iteration 22Q: 3 clusters Score -3893052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3893057.250000 Penalty: 4920.271484
	Iteration 23Q: 3 clusters Score -3893057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3893067.250000 Penalty: 4920.271484
	Iteration 24Q: 3 clusters Score -3893067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3893074.250000 Penalty: 4920.271484
	Iteration 25Q: 3 clusters Score -3893074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3893089.250000 Penalty: 4920.271484
	Iteration 26Q: 3 clusters Score -3893089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3893093.250000 Penalty: 4920.271484
	Iteration 27Q: 3 clusters Score -3893093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3893095.500000 Penalty: 4920.271484
	Iteration 28Q: 3 clusters Score -3893096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3893099.000000 Penalty: 4920.271484
	Iteration 29Q: 3 clusters Score -3893099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3893100.000000 Penalty: 4920.271484
	Iteration 30Q: 3 clusters Score -3893100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3893109.250000 Penalty: 4920.271484
	Iteration 31Q: 3 clusters Score -3893109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3893108.000000 Penalty: 4920.271484
	Iteration 32Q: 3 clusters Score -3893108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3893110.000000 Penalty: 4920.271484
	Iteration 33Q: 3 clusters Score -3893110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3893112.250000 Penalty: 4920.271484
	Iteration 34Q: 3 clusters Score -3893112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3893115.500000 Penalty: 4920.271484
	Iteration 35Q: 3 clusters Score -3893116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3893115.500000 Penalty: 4920.271484
	Iteration 36F: 3 clusters Score -3893116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -71938.171875 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -71938.17 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 194 members 
Entering Unmasked Estep 
Score: -70639.718750 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -70639.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70805.101562 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -70805.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -70859.242188 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -70859.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -70874.257812 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -70874.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70886.562500 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -70886.56 nChanged 4
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: -70893.414062 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -70893.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70917.164062 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -70917.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70932.765625 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -70932.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -70939.570312 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -70939.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -70947.390625 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -70947.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -70965.109375 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -70965.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -70976.289062 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -70976.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -70985.695312 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -70985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70988.890625 Penalty: 2998.322754
	Iteration 13Q: 3 clusters Score -70988.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -70995.281250 Penalty: 2998.322754
	Iteration 14Q: 3 clusters Score -70995.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -71004.328125 Penalty: 2998.322754
	Iteration 15Q: 3 clusters Score -71004.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -71011.250000 Penalty: 2998.322754
	Iteration 16Q: 3 clusters Score -71011.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -71013.445312 Penalty: 2998.322754
	Iteration 17Q: 3 clusters Score -71013.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -71014.062500 Penalty: 2998.322754
	Iteration 18F: 3 clusters Score -71014.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -71072.492188 Penalty: 2998.322754
	Iteration 19Q: 3 clusters Score -71072.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -71091.242188 Penalty: 2998.322754
	Iteration 20F: 3 clusters Score -71091.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -71105.859375 Penalty: 2998.322754
	Iteration 21Q: 3 clusters Score -71105.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -71115.609375 Penalty: 2998.322754
	Iteration 22Q: 3 clusters Score -71115.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -71119.281250 Penalty: 2998.322754
	Iteration 23Q: 3 clusters Score -71119.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71121.843750 Penalty: 2998.322754
	Iteration 24Q: 3 clusters Score -71121.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -71121.843750 Penalty: 2998.322754
	Iteration 25F: 3 clusters Score -71121.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Entering Unmasked Estep 
Score: -2749885.250000 Penalty: 2364.508057
	Iteration 0F: 2 clusters Score -2749885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2739824.750000 Penalty: 4729.016113
	Iteration 0F: 3 clusters Score -2739825 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2743059.750000 Penalty: 4729.016113
	Iteration 1F: 3 clusters Score -2743060 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2743382.000000 Penalty: 4729.016113
	Iteration 2F: 3 clusters Score -2743382 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2743665.750000 Penalty: 4729.016113
	Iteration 3Q: 3 clusters Score -2743666 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2743896.750000 Penalty: 4729.016113
	Iteration 4Q: 3 clusters Score -2743897 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2744063.250000 Penalty: 4729.016113
	Iteration 5Q: 3 clusters Score -2744063 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2744238.000000 Penalty: 4729.016113
	Iteration 6Q: 3 clusters Score -2744238 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2744400.000000 Penalty: 4729.016113
	Iteration 7Q: 3 clusters Score -2744400 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2744563.500000 Penalty: 4729.016113
	Iteration 8Q: 3 clusters Score -2744564 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2744765.750000 Penalty: 4729.016113
	Iteration 9Q: 3 clusters Score -2744766 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2745034.250000 Penalty: 4729.016113
	Iteration 10Q: 3 clusters Score -2745034 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2745315.500000 Penalty: 4729.016113
	Iteration 11Q: 3 clusters Score -2745316 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2745593.000000 Penalty: 4729.016113
	Iteration 12Q: 3 clusters Score -2745593 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2745830.000000 Penalty: 4729.016113
	Iteration 13Q: 3 clusters Score -2745830 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2746141.750000 Penalty: 4729.016113
	Iteration 14Q: 3 clusters Score -2746142 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2746429.000000 Penalty: 4729.016113
	Iteration 15Q: 3 clusters Score -2746429 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2746679.250000 Penalty: 4729.016113
	Iteration 16Q: 3 clusters Score -2746679 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2746928.250000 Penalty: 4729.016113
	Iteration 17Q: 3 clusters Score -2746928 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2747122.750000 Penalty: 4729.016113
	Iteration 18Q: 3 clusters Score -2747123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2747247.250000 Penalty: 4729.016113
	Iteration 19Q: 3 clusters Score -2747247 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2747338.500000 Penalty: 4729.016113
	Iteration 20F: 3 clusters Score -2747338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2747395.250000 Penalty: 4729.016113
	Iteration 21Q: 3 clusters Score -2747395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2747444.250000 Penalty: 4729.016113
	Iteration 22Q: 3 clusters Score -2747444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2747490.750000 Penalty: 4729.016113
	Iteration 23Q: 3 clusters Score -2747491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2747509.750000 Penalty: 4729.016113
	Iteration 24Q: 3 clusters Score -2747510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2747536.500000 Penalty: 4729.016113
	Iteration 25Q: 3 clusters Score -2747536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2747551.000000 Penalty: 4729.016113
	Iteration 26Q: 3 clusters Score -2747551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2747561.750000 Penalty: 4729.016113
	Iteration 27Q: 3 clusters Score -2747562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2747561.500000 Penalty: 4729.016113
	Iteration 28Q: 3 clusters Score -2747562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2747565.750000 Penalty: 4729.016113
	Iteration 29Q: 3 clusters Score -2747566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2747581.250000 Penalty: 4729.016113
	Iteration 30Q: 3 clusters Score -2747581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2747584.250000 Penalty: 4729.016113
	Iteration 31Q: 3 clusters Score -2747584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2747598.000000 Penalty: 4729.016113
	Iteration 32Q: 3 clusters Score -2747598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2747600.750000 Penalty: 4729.016113
	Iteration 33Q: 3 clusters Score -2747601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2747614.250000 Penalty: 4729.016113
	Iteration 34Q: 3 clusters Score -2747614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2747617.000000 Penalty: 4729.016113
	Iteration 35Q: 3 clusters Score -2747617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2747616.750000 Penalty: 4729.016113
	Iteration 36Q: 3 clusters Score -2747617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2747615.000000 Penalty: 4729.016113
	Iteration 37Q: 3 clusters Score -2747615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2747620.000000 Penalty: 4729.016113
	Iteration 38Q: 3 clusters Score -2747620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2747623.250000 Penalty: 4729.016113
	Iteration 39Q: 3 clusters Score -2747623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2747620.750000 Penalty: 4729.016113
	Iteration 40F: 3 clusters Score -2747621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2747626.250000 Penalty: 4729.016113
	Iteration 41Q: 3 clusters Score -2747626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2747622.750000 Penalty: 4729.016113
	Iteration 42Q: 3 clusters Score -2747623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2747622.750000 Penalty: 4729.016113
	Iteration 43F: 3 clusters Score -2747623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -3816755.000000 Penalty: 2446.121826
	Iteration 0F: 2 clusters Score -3816755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3804163.500000 Penalty: 4892.243652
	Iteration 0F: 3 clusters Score -3804164 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3808634.000000 Penalty: 4892.243652
	Iteration 1F: 3 clusters Score -3808634 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3809002.250000 Penalty: 4892.243652
	Iteration 2F: 3 clusters Score -3809002 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3809283.000000 Penalty: 4892.243652
	Iteration 3Q: 3 clusters Score -3809283 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3809501.000000 Penalty: 4892.243652
	Iteration 4Q: 3 clusters Score -3809501 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3809706.000000 Penalty: 4892.243652
	Iteration 5Q: 3 clusters Score -3809706 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3809894.250000 Penalty: 4892.243652
	Iteration 6Q: 3 clusters Score -3809894 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3810081.500000 Penalty: 4892.243652
	Iteration 7Q: 3 clusters Score -3810082 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3810275.250000 Penalty: 4892.243652
	Iteration 8Q: 3 clusters Score -3810275 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3810491.500000 Penalty: 4892.243652
	Iteration 9Q: 3 clusters Score -3810492 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3810653.500000 Penalty: 4892.243652
	Iteration 10Q: 3 clusters Score -3810654 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3810730.750000 Penalty: 4892.243652
	Iteration 11Q: 3 clusters Score -3810731 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3810895.500000 Penalty: 4892.243652
	Iteration 12Q: 3 clusters Score -3810896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3811106.000000 Penalty: 4892.243652
	Iteration 13Q: 3 clusters Score -3811106 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3811513.000000 Penalty: 4892.243652
	Iteration 14Q: 3 clusters Score -3811513 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3811887.000000 Penalty: 4892.243652
	Iteration 15Q: 3 clusters Score -3811887 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3812277.750000 Penalty: 4892.243652
	Iteration 16Q: 3 clusters Score -3812278 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3812591.500000 Penalty: 4892.243652
	Iteration 17Q: 3 clusters Score -3812592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3812904.500000 Penalty: 4892.243652
	Iteration 18Q: 3 clusters Score -3812904 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3813231.250000 Penalty: 4892.243652
	Iteration 19Q: 3 clusters Score -3813231 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3813423.250000 Penalty: 4892.243652
	Iteration 20F: 3 clusters Score -3813423 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3813535.250000 Penalty: 4892.243652
	Iteration 21Q: 3 clusters Score -3813535 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3813555.000000 Penalty: 4892.243652
	Iteration 22Q: 3 clusters Score -3813555 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3813651.500000 Penalty: 4892.243652
	Iteration 23Q: 3 clusters Score -3813652 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3813736.500000 Penalty: 4892.243652
	Iteration 24Q: 3 clusters Score -3813736 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3813808.750000 Penalty: 4892.243652
	Iteration 25Q: 3 clusters Score -3813809 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3813912.500000 Penalty: 4892.243652
	Iteration 26Q: 3 clusters Score -3813912 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3814100.500000 Penalty: 4892.243652
	Iteration 27Q: 3 clusters Score -3814100 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3814304.000000 Penalty: 4892.243652
	Iteration 28Q: 3 clusters Score -3814304 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3814499.750000 Penalty: 4892.243652
	Iteration 29Q: 3 clusters Score -3814500 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3814595.750000 Penalty: 4892.243652
	Iteration 30Q: 3 clusters Score -3814596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3814673.250000 Penalty: 4892.243652
	Iteration 31Q: 3 clusters Score -3814673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3814783.500000 Penalty: 4892.243652
	Iteration 32Q: 3 clusters Score -3814784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3814814.000000 Penalty: 4892.243652
	Iteration 33Q: 3 clusters Score -3814814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3814828.500000 Penalty: 4892.243652
	Iteration 34Q: 3 clusters Score -3814828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3814835.250000 Penalty: 4892.243652
	Iteration 35Q: 3 clusters Score -3814835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3814855.500000 Penalty: 4892.243652
	Iteration 36Q: 3 clusters Score -3814856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3814861.500000 Penalty: 4892.243652
	Iteration 37Q: 3 clusters Score -3814862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3814864.250000 Penalty: 4892.243652
	Iteration 38Q: 3 clusters Score -3814864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3814889.750000 Penalty: 4892.243652
	Iteration 39Q: 3 clusters Score -3814890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3814957.000000 Penalty: 4892.243652
	Iteration 40F: 3 clusters Score -3814957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3815002.250000 Penalty: 4892.243652
	Iteration 41Q: 3 clusters Score -3815002 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3815015.000000 Penalty: 4892.243652
	Iteration 42Q: 3 clusters Score -3815015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3815008.000000 Penalty: 4892.243652
	Iteration 43Q: 3 clusters Score -3815008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3815035.250000 Penalty: 4892.243652
	Iteration 44Q: 3 clusters Score -3815035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3815048.750000 Penalty: 4892.243652
	Iteration 45Q: 3 clusters Score -3815049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3815047.250000 Penalty: 4892.243652
	Iteration 46Q: 3 clusters Score -3815047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3815040.000000 Penalty: 4892.243652
	Iteration 47Q: 3 clusters Score -3815040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3815059.750000 Penalty: 4892.243652
	Iteration 48Q: 3 clusters Score -3815060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3815065.250000 Penalty: 4892.243652
	Iteration 49Q: 3 clusters Score -3815065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3815077.250000 Penalty: 4892.243652
	Iteration 50Q: 3 clusters Score -3815077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3815088.750000 Penalty: 4892.243652
	Iteration 51Q: 3 clusters Score -3815089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3815086.500000 Penalty: 4892.243652
	Iteration 52Q: 3 clusters Score -3815086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3815079.250000 Penalty: 4892.243652
	Iteration 53Q: 3 clusters Score -3815079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3815086.750000 Penalty: 4892.243652
	Iteration 54Q: 3 clusters Score -3815087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3815087.000000 Penalty: 4892.243652
	Iteration 55Q: 3 clusters Score -3815087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3815095.500000 Penalty: 4892.243652
	Iteration 56Q: 3 clusters Score -3815096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3815089.250000 Penalty: 4892.243652
	Iteration 57Q: 3 clusters Score -3815089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3815088.500000 Penalty: 4892.243652
	Iteration 58Q: 3 clusters Score -3815088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3815089.250000 Penalty: 4892.243652
	Iteration 59Q: 3 clusters Score -3815089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3815101.500000 Penalty: 4892.243652
	Iteration 60F: 3 clusters Score -3815102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3815101.500000 Penalty: 4892.243652
	Iteration 61Q: 3 clusters Score -3815102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3815094.000000 Penalty: 4892.243652
	Iteration 62Q: 3 clusters Score -3815094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3815091.750000 Penalty: 4892.243652
	Iteration 63Q: 3 clusters Score -3815092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3815094.500000 Penalty: 4892.243652
	Iteration 64Q: 3 clusters Score -3815094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3815092.000000 Penalty: 4892.243652
	Iteration 65Q: 3 clusters Score -3815092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3815099.250000 Penalty: 4892.243652
	Iteration 66Q: 3 clusters Score -3815099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3815095.250000 Penalty: 4892.243652
	Iteration 67Q: 3 clusters Score -3815095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3815097.250000 Penalty: 4892.243652
	Iteration 68Q: 3 clusters Score -3815097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3815100.250000 Penalty: 4892.243652
	Iteration 69Q: 3 clusters Score -3815100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3815101.750000 Penalty: 4892.243652
	Iteration 70Q: 3 clusters Score -3815102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3815101.500000 Penalty: 4892.243652
	Iteration 71Q: 3 clusters Score -3815102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3815097.250000 Penalty: 4892.243652
	Iteration 72Q: 3 clusters Score -3815097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3815102.250000 Penalty: 4892.243652
	Iteration 73Q: 3 clusters Score -3815102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3815103.750000 Penalty: 4892.243652
	Iteration 74Q: 3 clusters Score -3815104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3815100.750000 Penalty: 4892.243652
	Iteration 75Q: 3 clusters Score -3815101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3815097.500000 Penalty: 4892.243652
	Iteration 76Q: 3 clusters Score -3815098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3815099.000000 Penalty: 4892.243652
	Iteration 77Q: 3 clusters Score -3815099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3815099.000000 Penalty: 4892.243652
	Iteration 78F: 3 clusters Score -3815099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Entering Unmasked Estep 
Score: -575977.562500 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -575977.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -572692.437500 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -572692.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -573333.500000 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -573333.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -573513.687500 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -573513.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -573600.750000 Penalty: 3970.496582
	Iteration 3Q: 3 clusters Score -573600.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -573644.375000 Penalty: 3970.496582
	Iteration 4Q: 3 clusters Score -573644.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -573684.625000 Penalty: 3970.496582
	Iteration 5Q: 3 clusters Score -573684.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -573708.062500 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -573708.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -573722.437500 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -573722.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -573733.937500 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -573733.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -573740.312500 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -573740.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -573747.312500 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -573747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -573754.812500 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -573754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -573761.625000 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -573761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -573768.000000 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -573768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -573774.625000 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -573774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -573781.750000 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -573781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -573786.625000 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -573786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -573789.562500 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -573789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -573791.750000 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -573791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -573794.187500 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -573794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -573797.562500 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -573797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -573800.562500 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -573800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -573801.375000 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -573801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -573802.187500 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -573802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -573803.250000 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -573803.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -573804.062500 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -573804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -573804.687500 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -573804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -573805.375000 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -573805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -573806.625000 Penalty: 3970.496582
	Iteration 28Q: 3 clusters Score -573806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -573807.062500 Penalty: 3970.496582
	Iteration 29Q: 3 clusters Score -573807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -573807.062500 Penalty: 3970.496582
	Iteration 30F: 3 clusters Score -573807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Entering Unmasked Estep 
Score: -3780340.250000 Penalty: 2444.061035
	Iteration 0F: 2 clusters Score -3780340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3767887.500000 Penalty: 4888.122070
	Iteration 0F: 3 clusters Score -3767888 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3772375.000000 Penalty: 4888.122070
	Iteration 1F: 3 clusters Score -3772375 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3772731.250000 Penalty: 4888.122070
	Iteration 2F: 3 clusters Score -3772731 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3773048.500000 Penalty: 4888.122070
	Iteration 3Q: 3 clusters Score -3773048 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3773356.250000 Penalty: 4888.122070
	Iteration 4Q: 3 clusters Score -3773356 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3773672.000000 Penalty: 4888.122070
	Iteration 5Q: 3 clusters Score -3773672 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3774084.500000 Penalty: 4888.122070
	Iteration 6Q: 3 clusters Score -3774084 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3774495.250000 Penalty: 4888.122070
	Iteration 7Q: 3 clusters Score -3774495 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3774972.000000 Penalty: 4888.122070
	Iteration 8Q: 3 clusters Score -3774972 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3775465.750000 Penalty: 4888.122070
	Iteration 9Q: 3 clusters Score -3775466 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3775940.500000 Penalty: 4888.122070
	Iteration 10Q: 3 clusters Score -3775940 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3776375.500000 Penalty: 4888.122070
	Iteration 11Q: 3 clusters Score -3776376 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3776802.000000 Penalty: 4888.122070
	Iteration 12Q: 3 clusters Score -3776802 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3777142.500000 Penalty: 4888.122070
	Iteration 13Q: 3 clusters Score -3777142 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3777408.250000 Penalty: 4888.122070
	Iteration 14Q: 3 clusters Score -3777408 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3777650.500000 Penalty: 4888.122070
	Iteration 15Q: 3 clusters Score -3777650 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3777844.250000 Penalty: 4888.122070
	Iteration 16Q: 3 clusters Score -3777844 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3777985.250000 Penalty: 4888.122070
	Iteration 17Q: 3 clusters Score -3777985 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3778122.500000 Penalty: 4888.122070
	Iteration 18Q: 3 clusters Score -3778122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3778198.000000 Penalty: 4888.122070
	Iteration 19Q: 3 clusters Score -3778198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3778237.500000 Penalty: 4888.122070
	Iteration 20F: 3 clusters Score -3778238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3778277.250000 Penalty: 4888.122070
	Iteration 21Q: 3 clusters Score -3778277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3778312.500000 Penalty: 4888.122070
	Iteration 22Q: 3 clusters Score -3778312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3778335.250000 Penalty: 4888.122070
	Iteration 23Q: 3 clusters Score -3778335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3778370.750000 Penalty: 4888.122070
	Iteration 24Q: 3 clusters Score -3778371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3778393.250000 Penalty: 4888.122070
	Iteration 25Q: 3 clusters Score -3778393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3778412.250000 Penalty: 4888.122070
	Iteration 26Q: 3 clusters Score -3778412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3778430.500000 Penalty: 4888.122070
	Iteration 27Q: 3 clusters Score -3778430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3778438.250000 Penalty: 4888.122070
	Iteration 28Q: 3 clusters Score -3778438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3778454.750000 Penalty: 4888.122070
	Iteration 29Q: 3 clusters Score -3778455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3778457.250000 Penalty: 4888.122070
	Iteration 30Q: 3 clusters Score -3778457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3778462.750000 Penalty: 4888.122070
	Iteration 31Q: 3 clusters Score -3778463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3778475.750000 Penalty: 4888.122070
	Iteration 32Q: 3 clusters Score -3778476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3778475.500000 Penalty: 4888.122070
	Iteration 33Q: 3 clusters Score -3778476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3778479.500000 Penalty: 4888.122070
	Iteration 34Q: 3 clusters Score -3778480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3778488.750000 Penalty: 4888.122070
	Iteration 35Q: 3 clusters Score -3778489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3778484.250000 Penalty: 4888.122070
	Iteration 36Q: 3 clusters Score -3778484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3778493.500000 Penalty: 4888.122070
	Iteration 37Q: 3 clusters Score -3778494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3778489.250000 Penalty: 4888.122070
	Iteration 38Q: 3 clusters Score -3778489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3778494.000000 Penalty: 4888.122070
	Iteration 39Q: 3 clusters Score -3778494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3778495.250000 Penalty: 4888.122070
	Iteration 40F: 3 clusters Score -3778495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3778492.000000 Penalty: 4888.122070
	Iteration 41Q: 3 clusters Score -3778492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3778494.250000 Penalty: 4888.122070
	Iteration 42Q: 3 clusters Score -3778494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3778497.250000 Penalty: 4888.122070
	Iteration 43Q: 3 clusters Score -3778497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3778491.500000 Penalty: 4888.122070
	Iteration 44Q: 3 clusters Score -3778492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3778496.250000 Penalty: 4888.122070
	Iteration 45Q: 3 clusters Score -3778496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3778495.000000 Penalty: 4888.122070
	Iteration 46Q: 3 clusters Score -3778495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3778496.750000 Penalty: 4888.122070
	Iteration 47Q: 3 clusters Score -3778497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3778496.750000 Penalty: 4888.122070
	Iteration 48F: 3 clusters Score -3778497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Entering Unmasked Estep 
Score: -4027617.250000 Penalty: 2460.330811
	Iteration 0F: 2 clusters Score -4027617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4015770.000000 Penalty: 4920.661621
	Iteration 0F: 3 clusters Score -4015770 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4020569.500000 Penalty: 4920.661621
	Iteration 1F: 3 clusters Score -4020570 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4021043.000000 Penalty: 4920.661621
	Iteration 2F: 3 clusters Score -4021043 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4021402.500000 Penalty: 4920.661621
	Iteration 3F: 3 clusters Score -4021402 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4021706.750000 Penalty: 4920.661621
	Iteration 4Q: 3 clusters Score -4021707 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4021920.000000 Penalty: 4920.661621
	Iteration 5Q: 3 clusters Score -4021920 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -4022109.750000 Penalty: 4920.661621
	Iteration 6Q: 3 clusters Score -4022110 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4022313.000000 Penalty: 4920.661621
	Iteration 7Q: 3 clusters Score -4022313 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4022469.000000 Penalty: 4920.661621
	Iteration 8Q: 3 clusters Score -4022469 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -4022659.250000 Penalty: 4920.661621
	Iteration 9Q: 3 clusters Score -4022659 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4022867.250000 Penalty: 4920.661621
	Iteration 10Q: 3 clusters Score -4022867 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4023205.500000 Penalty: 4920.661621
	Iteration 11Q: 3 clusters Score -4023206 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4023516.000000 Penalty: 4920.661621
	Iteration 12Q: 3 clusters Score -4023516 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4023843.500000 Penalty: 4920.661621
	Iteration 13Q: 3 clusters Score -4023844 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4024127.500000 Penalty: 4920.661621
	Iteration 14Q: 3 clusters Score -4024128 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4024263.250000 Penalty: 4920.661621
	Iteration 15Q: 3 clusters Score -4024263 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -4024375.250000 Penalty: 4920.661621
	Iteration 16Q: 3 clusters Score -4024375 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4024451.500000 Penalty: 4920.661621
	Iteration 17Q: 3 clusters Score -4024452 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4024563.500000 Penalty: 4920.661621
	Iteration 18Q: 3 clusters Score -4024564 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4024685.750000 Penalty: 4920.661621
	Iteration 19Q: 3 clusters Score -4024686 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -4024791.250000 Penalty: 4920.661621
	Iteration 20F: 3 clusters Score -4024791 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4024945.750000 Penalty: 4920.661621
	Iteration 21Q: 3 clusters Score -4024946 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4025136.250000 Penalty: 4920.661621
	Iteration 22Q: 3 clusters Score -4025136 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4025402.500000 Penalty: 4920.661621
	Iteration 23Q: 3 clusters Score -4025402 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4025750.250000 Penalty: 4920.661621
	Iteration 24Q: 3 clusters Score -4025750 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4026105.250000 Penalty: 4920.661621
	Iteration 25Q: 3 clusters Score -4026105 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4026421.750000 Penalty: 4920.661621
	Iteration 26Q: 3 clusters Score -4026422 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4026705.000000 Penalty: 4920.661621
	Iteration 27Q: 3 clusters Score -4026705 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4026983.250000 Penalty: 4920.661621
	Iteration 28Q: 3 clusters Score -4026983 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4027111.000000 Penalty: 4920.661621
	Iteration 29Q: 3 clusters Score -4027111 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4027154.750000 Penalty: 4920.661621
	Iteration 30Q: 3 clusters Score -4027155 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4027227.250000 Penalty: 4920.661621
	Iteration 31Q: 3 clusters Score -4027227 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4027246.000000 Penalty: 4920.661621
	Iteration 32Q: 3 clusters Score -4027246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4027276.750000 Penalty: 4920.661621
	Iteration 33Q: 3 clusters Score -4027277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4027292.750000 Penalty: 4920.661621
	Iteration 34Q: 3 clusters Score -4027293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4027290.250000 Penalty: 4920.661621
	Iteration 35Q: 3 clusters Score -4027290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4027305.000000 Penalty: 4920.661621
	Iteration 36Q: 3 clusters Score -4027305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4027308.000000 Penalty: 4920.661621
	Iteration 37Q: 3 clusters Score -4027308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4027307.750000 Penalty: 4920.661621
	Iteration 38Q: 3 clusters Score -4027308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4027313.250000 Penalty: 4920.661621
	Iteration 39Q: 3 clusters Score -4027313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4027329.000000 Penalty: 4920.661621
	Iteration 40F: 3 clusters Score -4027329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4027337.250000 Penalty: 4920.661621
	Iteration 41Q: 3 clusters Score -4027337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4027330.750000 Penalty: 4920.661621
	Iteration 42Q: 3 clusters Score -4027331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4027333.750000 Penalty: 4920.661621
	Iteration 43Q: 3 clusters Score -4027334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4027335.000000 Penalty: 4920.661621
	Iteration 44Q: 3 clusters Score -4027335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4027342.000000 Penalty: 4920.661621
	Iteration 45Q: 3 clusters Score -4027342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4027343.500000 Penalty: 4920.661621
	Iteration 46Q: 3 clusters Score -4027344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4027347.000000 Penalty: 4920.661621
	Iteration 47Q: 3 clusters Score -4027347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4027353.500000 Penalty: 4920.661621
	Iteration 48Q: 3 clusters Score -4027354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4027358.500000 Penalty: 4920.661621
	Iteration 49Q: 3 clusters Score -4027358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4027366.250000 Penalty: 4920.661621
	Iteration 50Q: 3 clusters Score -4027366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4027359.500000 Penalty: 4920.661621
	Iteration 51Q: 3 clusters Score -4027360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4027354.250000 Penalty: 4920.661621
	Iteration 52Q: 3 clusters Score -4027354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4027355.500000 Penalty: 4920.661621
	Iteration 53Q: 3 clusters Score -4027356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4027355.500000 Penalty: 4920.661621
	Iteration 54F: 3 clusters Score -4027356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -86257.976562 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -86257.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -84870.312500 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -84870.31 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -85068.523438 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -85068.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -85157.101562 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -85157.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -85200.429688 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -85200.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -85234.578125 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -85234.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -85252.320312 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -85252.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -85267.570312 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -85267.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -85274.953125 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -85274.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -85277.359375 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -85277.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -85280.750000 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -85280.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -85281.828125 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -85281.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -85281.828125 Penalty: 3094.208984
	Iteration 11F: 3 clusters Score -85281.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37923 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 38971 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 7 contains 35746 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20410 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18043 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 20433 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 27048 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 37834 members 
Mstep: Class 22 contains 21491 members 
Mstep: Class 23 contains 9972 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20675 members 
Mstep: Class 27 contains 20331 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 19214 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 19055 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205568.000000 Penalty: 106896.671875
Iteration 239Q: 34 clusters Score -8.720557e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 37889 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 38927 members 
Mstep: Class 5 contains 4909 members 
Mstep: Class 7 contains 35755 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20427 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18041 members 
Mstep: Class 13 contains 23180 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 20410 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 27018 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27053 members 
Mstep: Class 21 contains 37766 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20649 members 
Mstep: Class 27 contains 20292 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13828 members 
Mstep: Class 30 contains 19285 members 
Mstep: Class 31 contains 3008 members 
Mstep: Class 32 contains 19056 members 
Mstep: Class 33 contains 20318 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205856.000000 Penalty: 106896.671875
Iteration 240F: 34 clusters Score -8.720586e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37850 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 38923 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 7 contains 35756 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20427 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18030 members 
Mstep: Class 13 contains 23320 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 27010 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27068 members 
Mstep: Class 21 contains 37696 members 
Mstep: Class 22 contains 21393 members 
Mstep: Class 23 contains 10123 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20636 members 
Mstep: Class 27 contains 20258 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13847 members 
Mstep: Class 30 contains 19307 members 
Mstep: Class 31 contains 3023 members 
Mstep: Class 32 contains 19054 members 
Mstep: Class 33 contains 20303 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205944.000000 Penalty: 106896.671875
Iteration 241Q: 34 clusters Score -8.720594e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37795 members 
Mstep: Class 3 contains 8007 members 
Mstep: Class 4 contains 38911 members 
Mstep: Class 5 contains 4905 members 
Mstep: Class 7 contains 35759 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20429 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18011 members 
Mstep: Class 13 contains 23447 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 20410 members 
Mstep: Class 16 contains 4735 members 
Mstep: Class 17 contains 27032 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27066 members 
Mstep: Class 21 contains 37597 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20620 members 
Mstep: Class 27 contains 20256 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13857 members 
Mstep: Class 30 contains 19330 members 
Mstep: Class 31 contains 3029 members 
Mstep: Class 32 contains 19048 members 
Mstep: Class 33 contains 20282 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205808.000000 Penalty: 106896.671875
Iteration 242Q: 34 clusters Score -8.720581e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37748 members 
Mstep: Class 3 contains 8008 members 
Mstep: Class 4 contains 38896 members 
Mstep: Class 5 contains 4908 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20436 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 23515 members 
Mstep: Class 14 contains 10312 members 
Mstep: Class 15 contains 20406 members 
Mstep: Class 16 contains 4734 members 
Mstep: Class 17 contains 27053 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27065 members 
Mstep: Class 21 contains 37547 members 
Mstep: Class 22 contains 21311 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20615 members 
Mstep: Class 27 contains 20265 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13876 members 
Mstep: Class 30 contains 19363 members 
Mstep: Class 31 contains 3024 members 
Mstep: Class 32 contains 19047 members 
Mstep: Class 33 contains 20278 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205664.000000 Penalty: 106896.671875
Iteration 243Q: 34 clusters Score -8.720566e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37688 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 38873 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 7 contains 35705 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20444 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18009 members 
Mstep: Class 13 contains 23589 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 20409 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 27084 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27063 members 
Mstep: Class 21 contains 37505 members 
Mstep: Class 22 contains 21288 members 
Mstep: Class 23 contains 10316 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20606 members 
Mstep: Class 27 contains 20250 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13893 members 
Mstep: Class 30 contains 19399 members 
Mstep: Class 31 contains 3030 members 
Mstep: Class 32 contains 19045 members 
Mstep: Class 33 contains 20255 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205184.000000 Penalty: 106896.671875
Iteration 244Q: 34 clusters Score -8.720518e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37599 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 38862 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 7 contains 35653 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20473 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 23642 members 
Mstep: Class 14 contains 10288 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 27135 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27064 members 
Mstep: Class 21 contains 37499 members 
Mstep: Class 22 contains 21243 members 
Mstep: Class 23 contains 10388 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20598 members 
Mstep: Class 27 contains 20234 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13908 members 
Mstep: Class 30 contains 19411 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 19054 members 
Mstep: Class 33 contains 20234 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205240.000000 Penalty: 106896.671875
Iteration 245Q: 34 clusters Score -8.720524e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37530 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 7 contains 35645 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20488 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18006 members 
Mstep: Class 13 contains 23688 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 15 contains 20426 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 27173 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27053 members 
Mstep: Class 21 contains 37483 members 
Mstep: Class 22 contains 21204 members 
Mstep: Class 23 contains 10473 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20598 members 
Mstep: Class 27 contains 20246 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13915 members 
Mstep: Class 30 contains 19382 members 
Mstep: Class 31 contains 3043 members 
Mstep: Class 32 contains 19061 members 
Mstep: Class 33 contains 20228 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205536.000000 Penalty: 106896.671875
Iteration 246Q: 34 clusters Score -8.720554e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 37478 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 38818 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 7 contains 35628 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20512 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18008 members 
Mstep: Class 13 contains 23729 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 20442 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 27234 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27044 members 
Mstep: Class 21 contains 37473 members 
Mstep: Class 22 contains 21148 members 
Mstep: Class 23 contains 10552 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20578 members 
Mstep: Class 27 contains 20243 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 13909 members 
Mstep: Class 30 contains 19363 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 19067 members 
Mstep: Class 33 contains 20226 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205352.000000 Penalty: 106896.671875
Iteration 247Q: 34 clusters Score -8.720535e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 37397 members 
Mstep: Class 3 contains 8006 members 
Mstep: Class 4 contains 38793 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 7 contains 35612 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20578 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 23748 members 
Mstep: Class 14 contains 10238 members 
Mstep: Class 15 contains 20459 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 27300 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27017 members 
Mstep: Class 21 contains 37476 members 
Mstep: Class 22 contains 21088 members 
Mstep: Class 23 contains 10622 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20568 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13888 members 
Mstep: Class 30 contains 19372 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 19058 members 
Mstep: Class 33 contains 20249 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204984.000000 Penalty: 106896.671875
Iteration 248Q: 34 clusters Score -8.720498e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37307 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 38758 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 7 contains 35603 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20615 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 23775 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 15 contains 20452 members 
Mstep: Class 16 contains 4729 members 
Mstep: Class 17 contains 27376 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26993 members 
Mstep: Class 21 contains 37479 members 
Mstep: Class 22 contains 21031 members 
Mstep: Class 23 contains 10722 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20542 members 
Mstep: Class 27 contains 20229 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13871 members 
Mstep: Class 30 contains 19389 members 
Mstep: Class 31 contains 3043 members 
Mstep: Class 32 contains 19051 members 
Mstep: Class 33 contains 20281 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204944.000000 Penalty: 106896.671875
Iteration 249Q: 34 clusters Score -8.720494e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37206 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 38780 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20632 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17994 members 
Mstep: Class 13 contains 23799 members 
Mstep: Class 14 contains 10226 members 
Mstep: Class 15 contains 20440 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 27441 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26957 members 
Mstep: Class 21 contains 37497 members 
Mstep: Class 22 contains 20947 members 
Mstep: Class 23 contains 10792 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20522 members 
Mstep: Class 27 contains 20223 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13870 members 
Mstep: Class 30 contains 19434 members 
Mstep: Class 31 contains 3046 members 
Mstep: Class 32 contains 19043 members 
Mstep: Class 33 contains 20301 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204896.000000 Penalty: 106896.671875
Iteration 250Q: 34 clusters Score -8.72049e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37138 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 38770 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20683 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 14 contains 10208 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26944 members 
Mstep: Class 21 contains 37496 members 
Mstep: Class 22 contains 20863 members 
Mstep: Class 23 contains 10854 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20520 members 
Mstep: Class 27 contains 20214 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13872 members 
Mstep: Class 30 contains 19498 members 
Mstep: Class 31 contains 3054 members 
Mstep: Class 32 contains 19041 members 
Mstep: Class 33 contains 20292 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204568.000000 Penalty: 106896.671875
Iteration 251Q: 34 clusters Score -8.720457e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37017 members 
Mstep: Class 3 contains 7984 members 
Mstep: Class 4 contains 38783 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20727 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17977 members 
Mstep: Class 13 contains 23852 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 20378 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 27548 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26923 members 
Mstep: Class 21 contains 37479 members 
Mstep: Class 22 contains 20798 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20514 members 
Mstep: Class 27 contains 20239 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13849 members 
Mstep: Class 30 contains 19561 members 
Mstep: Class 31 contains 3057 members 
Mstep: Class 32 contains 19033 members 
Mstep: Class 33 contains 20282 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204096.000000 Penalty: 106896.671875
Iteration 252Q: 34 clusters Score -8.72041e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 36879 members 
Mstep: Class 3 contains 7984 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 7 contains 35612 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20796 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17953 members 
Mstep: Class 13 contains 23888 members 
Mstep: Class 14 contains 10194 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 27589 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26884 members 
Mstep: Class 21 contains 37470 members 
Mstep: Class 22 contains 20707 members 
Mstep: Class 23 contains 11062 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20496 members 
Mstep: Class 27 contains 20268 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13859 members 
Mstep: Class 30 contains 19616 members 
Mstep: Class 31 contains 3063 members 
Mstep: Class 32 contains 19016 members 
Mstep: Class 33 contains 20278 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203888.000000 Penalty: 106896.671875
Iteration 253Q: 34 clusters Score -8.720389e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 36707 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 38796 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 7 contains 35643 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20842 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17934 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 10196 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 27623 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26863 members 
Mstep: Class 21 contains 37445 members 
Mstep: Class 22 contains 20644 members 
Mstep: Class 23 contains 11191 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 20293 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13889 members 
Mstep: Class 30 contains 19655 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 18973 members 
Mstep: Class 33 contains 20224 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203472.000000 Penalty: 106896.671875
Iteration 254Q: 34 clusters Score -8.720347e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 36493 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 38801 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 7 contains 35668 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20911 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 23964 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 15 contains 20358 members 
Mstep: Class 16 contains 4730 members 
Mstep: Class 17 contains 27685 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26839 members 
Mstep: Class 21 contains 37429 members 
Mstep: Class 22 contains 20621 members 
Mstep: Class 23 contains 11316 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20476 members 
Mstep: Class 27 contains 20295 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13879 members 
Mstep: Class 30 contains 19711 members 
Mstep: Class 31 contains 3070 members 
Mstep: Class 32 contains 18944 members 
Mstep: Class 33 contains 20188 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203216.000000 Penalty: 106896.671875
Iteration 255Q: 34 clusters Score -8.720322e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 36230 members 
Mstep: Class 3 contains 7971 members 
Mstep: Class 4 contains 38840 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 7 contains 35709 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 20994 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 23981 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 20351 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26811 members 
Mstep: Class 21 contains 37426 members 
Mstep: Class 22 contains 20553 members 
Mstep: Class 23 contains 11471 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20464 members 
Mstep: Class 27 contains 20326 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13859 members 
Mstep: Class 30 contains 19732 members 
Mstep: Class 31 contains 3077 members 
Mstep: Class 32 contains 18893 members 
Mstep: Class 33 contains 20190 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202856.000000 Penalty: 106896.671875
Iteration 256Q: 34 clusters Score -8.720286e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35864 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 38876 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 7 contains 35781 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21081 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 24012 members 
Mstep: Class 14 contains 10190 members 
Mstep: Class 15 contains 20357 members 
Mstep: Class 16 contains 4721 members 
Mstep: Class 17 contains 27809 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26782 members 
Mstep: Class 21 contains 37428 members 
Mstep: Class 22 contains 20485 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20442 members 
Mstep: Class 27 contains 20354 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13854 members 
Mstep: Class 30 contains 19764 members 
Mstep: Class 31 contains 3097 members 
Mstep: Class 32 contains 18858 members 
Mstep: Class 33 contains 20172 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202000.000000 Penalty: 106896.671875
Iteration 257Q: 34 clusters Score -8.7202e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 35376 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 38939 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21160 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 24031 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 20344 members 
Mstep: Class 16 contains 4727 members 
Mstep: Class 17 contains 27910 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26760 members 
Mstep: Class 21 contains 37452 members 
Mstep: Class 22 contains 20393 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20419 members 
Mstep: Class 27 contains 20400 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 19810 members 
Mstep: Class 31 contains 3140 members 
Mstep: Class 32 contains 18835 members 
Mstep: Class 33 contains 20183 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201232.000000 Penalty: 106896.671875
Iteration 258Q: 34 clusters Score -8.720123e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 7954 members 
Mstep: Class 4 contains 39038 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 7 contains 35945 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17883 members 
Mstep: Class 13 contains 24081 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 15 contains 20313 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 28024 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26742 members 
Mstep: Class 21 contains 37459 members 
Mstep: Class 22 contains 20353 members 
Mstep: Class 23 contains 12032 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20409 members 
Mstep: Class 27 contains 20450 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13799 members 
Mstep: Class 30 contains 19902 members 
Mstep: Class 31 contains 3183 members 
Mstep: Class 32 contains 18844 members 
Mstep: Class 33 contains 20154 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200616.000000 Penalty: 106896.671875
Iteration 259Q: 34 clusters Score -8.720062e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 34050 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 39135 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 7 contains 35984 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21267 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17944 members 
Mstep: Class 13 contains 24115 members 
Mstep: Class 14 contains 10225 members 
Mstep: Class 15 contains 20312 members 
Mstep: Class 16 contains 4731 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26722 members 
Mstep: Class 21 contains 37467 members 
Mstep: Class 22 contains 20330 members 
Mstep: Class 23 contains 12264 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20397 members 
Mstep: Class 27 contains 20508 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13726 members 
Mstep: Class 30 contains 20005 members 
Mstep: Class 31 contains 3230 members 
Mstep: Class 32 contains 18867 members 
Mstep: Class 33 contains 20100 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200784.000000 Penalty: 106896.671875
Iteration 260F: 34 clusters Score -8.720078e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33546 members 
Mstep: Class 3 contains 7941 members 
Mstep: Class 4 contains 39086 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 7 contains 36021 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21333 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 17995 members 
Mstep: Class 13 contains 24146 members 
Mstep: Class 14 contains 10231 members 
Mstep: Class 15 contains 20335 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 28226 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26712 members 
Mstep: Class 21 contains 37445 members 
Mstep: Class 22 contains 20380 members 
Mstep: Class 23 contains 12544 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20376 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13666 members 
Mstep: Class 30 contains 20049 members 
Mstep: Class 31 contains 3285 members 
Mstep: Class 32 contains 18867 members 
Mstep: Class 33 contains 20025 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200704.000000 Penalty: 106896.671875
Iteration 261Q: 34 clusters Score -8.72007e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 33101 members 
Mstep: Class 3 contains 7938 members 
Mstep: Class 4 contains 39080 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 7 contains 36031 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18029 members 
Mstep: Class 13 contains 24157 members 
Mstep: Class 14 contains 10225 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 4726 members 
Mstep: Class 17 contains 28273 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26701 members 
Mstep: Class 21 contains 37440 members 
Mstep: Class 22 contains 20424 members 
Mstep: Class 23 contains 12797 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20357 members 
Mstep: Class 27 contains 20522 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13568 members 
Mstep: Class 30 contains 20052 members 
Mstep: Class 31 contains 3358 members 
Mstep: Class 32 contains 18868 members 
Mstep: Class 33 contains 20002 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200648.000000 Penalty: 106896.671875
Iteration 262Q: 34 clusters Score -8.720065e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 32697 members 
Mstep: Class 3 contains 7937 members 
Mstep: Class 4 contains 38993 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 7 contains 36040 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21512 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 14 contains 10208 members 
Mstep: Class 15 contains 20416 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 28331 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26693 members 
Mstep: Class 21 contains 37446 members 
Mstep: Class 22 contains 20483 members 
Mstep: Class 23 contains 13066 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20351 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13457 members 
Mstep: Class 30 contains 20002 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 18864 members 
Mstep: Class 33 contains 20022 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200864.000000 Penalty: 106896.671875
Iteration 263Q: 34 clusters Score -8.720086e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 32316 members 
Mstep: Class 3 contains 7932 members 
Mstep: Class 4 contains 38990 members 
Mstep: Class 5 contains 4950 members 
Mstep: Class 7 contains 36044 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21575 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18161 members 
Mstep: Class 13 contains 24177 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 20417 members 
Mstep: Class 16 contains 4724 members 
Mstep: Class 17 contains 28377 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26671 members 
Mstep: Class 21 contains 37464 members 
Mstep: Class 22 contains 20549 members 
Mstep: Class 23 contains 13312 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20337 members 
Mstep: Class 27 contains 20517 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13281 members 
Mstep: Class 30 contains 20017 members 
Mstep: Class 31 contains 3480 members 
Mstep: Class 32 contains 18864 members 
Mstep: Class 33 contains 20042 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201008.000000 Penalty: 106896.671875
Iteration 264Q: 34 clusters Score -8.720101e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 31930 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 38944 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 7 contains 36031 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21668 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18194 members 
Mstep: Class 13 contains 24207 members 
Mstep: Class 14 contains 10197 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 28427 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26646 members 
Mstep: Class 21 contains 37477 members 
Mstep: Class 22 contains 20684 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20334 members 
Mstep: Class 27 contains 20479 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 13073 members 
Mstep: Class 30 contains 20075 members 
Mstep: Class 31 contains 3537 members 
Mstep: Class 32 contains 18880 members 
Mstep: Class 33 contains 20069 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200936.000000 Penalty: 106896.671875
Iteration 265Q: 34 clusters Score -8.720094e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 31588 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 38941 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 7 contains 36023 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21728 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 24209 members 
Mstep: Class 14 contains 10190 members 
Mstep: Class 15 contains 20374 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 28478 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26621 members 
Mstep: Class 21 contains 37484 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 23 contains 13815 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20313 members 
Mstep: Class 27 contains 20431 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 12841 members 
Mstep: Class 30 contains 20172 members 
Mstep: Class 31 contains 3608 members 
Mstep: Class 32 contains 18897 members 
Mstep: Class 33 contains 20088 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200952.000000 Penalty: 106896.671875
Iteration 266Q: 34 clusters Score -8.720095e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 31290 members 
Mstep: Class 3 contains 7924 members 
Mstep: Class 4 contains 38888 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 7 contains 36025 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21772 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 24205 members 
Mstep: Class 14 contains 10182 members 
Mstep: Class 15 contains 20393 members 
Mstep: Class 16 contains 4695 members 
Mstep: Class 17 contains 28529 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26600 members 
Mstep: Class 21 contains 37481 members 
Mstep: Class 22 contains 20880 members 
Mstep: Class 23 contains 14084 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20288 members 
Mstep: Class 27 contains 20414 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 12594 members 
Mstep: Class 30 contains 20269 members 
Mstep: Class 31 contains 3707 members 
Mstep: Class 32 contains 18947 members 
Mstep: Class 33 contains 20032 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201192.000000 Penalty: 106896.671875
Iteration 267Q: 34 clusters Score -8.720119e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31024 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 38845 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 7 contains 36032 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21809 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 20464 members 
Mstep: Class 16 contains 4689 members 
Mstep: Class 17 contains 28575 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26582 members 
Mstep: Class 21 contains 37460 members 
Mstep: Class 22 contains 20949 members 
Mstep: Class 23 contains 14411 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20262 members 
Mstep: Class 27 contains 20383 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 12306 members 
Mstep: Class 30 contains 20327 members 
Mstep: Class 31 contains 3819 members 
Mstep: Class 32 contains 18983 members 
Mstep: Class 33 contains 19939 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201344.000000 Penalty: 106896.671875
Iteration 268Q: 34 clusters Score -8.720134e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30770 members 
Mstep: Class 3 contains 7916 members 
Mstep: Class 4 contains 38815 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 7 contains 36070 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21821 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18252 members 
Mstep: Class 13 contains 24201 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 20564 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 28643 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 37441 members 
Mstep: Class 22 contains 20987 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20240 members 
Mstep: Class 27 contains 20403 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 12085 members 
Mstep: Class 30 contains 20258 members 
Mstep: Class 31 contains 3908 members 
Mstep: Class 32 contains 19036 members 
Mstep: Class 33 contains 19889 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201936.000000 Penalty: 106896.671875
Iteration 269Q: 34 clusters Score -8.720194e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 30526 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 38734 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 7 contains 36104 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21847 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 24203 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 20682 members 
Mstep: Class 16 contains 4683 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26556 members 
Mstep: Class 21 contains 37421 members 
Mstep: Class 22 contains 21043 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 20367 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11846 members 
Mstep: Class 30 contains 20141 members 
Mstep: Class 31 contains 3996 members 
Mstep: Class 32 contains 19064 members 
Mstep: Class 33 contains 19944 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202240.000000 Penalty: 106896.671875
Iteration 270Q: 34 clusters Score -8.720224e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30318 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 38689 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21883 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18296 members 
Mstep: Class 13 contains 24206 members 
Mstep: Class 14 contains 10145 members 
Mstep: Class 15 contains 20732 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 17 contains 28755 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 37396 members 
Mstep: Class 22 contains 21051 members 
Mstep: Class 23 contains 15239 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20223 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11659 members 
Mstep: Class 30 contains 20078 members 
Mstep: Class 31 contains 4070 members 
Mstep: Class 32 contains 19076 members 
Mstep: Class 33 contains 20031 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202328.000000 Penalty: 106896.671875
Iteration 271Q: 34 clusters Score -8.720233e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30113 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 38663 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 7 contains 36116 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21917 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18303 members 
Mstep: Class 13 contains 24202 members 
Mstep: Class 14 contains 10129 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 17 contains 28806 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26558 members 
Mstep: Class 21 contains 37362 members 
Mstep: Class 22 contains 21040 members 
Mstep: Class 23 contains 15508 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20231 members 
Mstep: Class 27 contains 20286 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11452 members 
Mstep: Class 30 contains 20129 members 
Mstep: Class 31 contains 4159 members 
Mstep: Class 32 contains 19048 members 
Mstep: Class 33 contains 20093 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202088.000000 Penalty: 106896.671875
Iteration 272Q: 34 clusters Score -8.720209e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29963 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 38587 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 7 contains 36087 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21943 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 24205 members 
Mstep: Class 14 contains 10122 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 4667 members 
Mstep: Class 17 contains 28846 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 37319 members 
Mstep: Class 22 contains 21028 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20213 members 
Mstep: Class 27 contains 20254 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11248 members 
Mstep: Class 30 contains 20206 members 
Mstep: Class 31 contains 4263 members 
Mstep: Class 32 contains 19031 members 
Mstep: Class 33 contains 20153 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201960.000000 Penalty: 106896.671875
Iteration 273Q: 34 clusters Score -8.720196e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 29805 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 38522 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22002 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18319 members 
Mstep: Class 13 contains 24207 members 
Mstep: Class 14 contains 10124 members 
Mstep: Class 15 contains 20632 members 
Mstep: Class 16 contains 4670 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 37302 members 
Mstep: Class 22 contains 21012 members 
Mstep: Class 23 contains 16172 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20184 members 
Mstep: Class 27 contains 20231 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11054 members 
Mstep: Class 30 contains 20275 members 
Mstep: Class 31 contains 4378 members 
Mstep: Class 32 contains 18988 members 
Mstep: Class 33 contains 20159 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201856.000000 Penalty: 106896.671875
Iteration 274Q: 34 clusters Score -8.720186e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 29649 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 38475 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 7 contains 36042 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22053 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 24194 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 15 contains 20616 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 28913 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26538 members 
Mstep: Class 21 contains 37280 members 
Mstep: Class 22 contains 21004 members 
Mstep: Class 23 contains 16557 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20166 members 
Mstep: Class 27 contains 20208 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 10843 members 
Mstep: Class 30 contains 20332 members 
Mstep: Class 31 contains 4487 members 
Mstep: Class 32 contains 18964 members 
Mstep: Class 33 contains 20095 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202064.000000 Penalty: 106896.671875
Iteration 275Q: 34 clusters Score -8.720206e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29530 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 38428 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 7 contains 36006 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22079 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 24199 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 20647 members 
Mstep: Class 16 contains 4657 members 
Mstep: Class 17 contains 28952 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26534 members 
Mstep: Class 21 contains 37241 members 
Mstep: Class 22 contains 20979 members 
Mstep: Class 23 contains 16991 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20151 members 
Mstep: Class 27 contains 20173 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 10612 members 
Mstep: Class 30 contains 20328 members 
Mstep: Class 31 contains 4592 members 
Mstep: Class 32 contains 18897 members 
Mstep: Class 33 contains 20083 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202288.000000 Penalty: 106896.671875
Iteration 276Q: 34 clusters Score -8.720229e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29394 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 7 contains 35977 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22103 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18333 members 
Mstep: Class 13 contains 24196 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 20668 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 28994 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26530 members 
Mstep: Class 21 contains 37224 members 
Mstep: Class 22 contains 20976 members 
Mstep: Class 23 contains 17417 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20131 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 10374 members 
Mstep: Class 30 contains 20280 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 18836 members 
Mstep: Class 33 contains 20115 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202344.000000 Penalty: 106896.671875
Iteration 277Q: 34 clusters Score -8.720234e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29215 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 38328 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 7 contains 35947 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22103 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18343 members 
Mstep: Class 13 contains 24188 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 20686 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 29029 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 37208 members 
Mstep: Class 22 contains 20973 members 
Mstep: Class 23 contains 17742 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20096 members 
Mstep: Class 27 contains 20115 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 20275 members 
Mstep: Class 31 contains 4827 members 
Mstep: Class 32 contains 18855 members 
Mstep: Class 33 contains 20137 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202288.000000 Penalty: 106896.671875
Iteration 278Q: 34 clusters Score -8.720229e+07 nChanged 2292
Entering ConstructFrom: 
Score: -87202288.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -457999.156250 Penalty: 1952.368896
	Iteration 0F: 2 clusters Score -457999.2 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 1324 members 
Entering Unmasked Estep 
Score: -455015.562500 Penalty: 3904.737793
	Iteration 0F: 3 clusters Score -455015.6 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -455689.281250 Penalty: 3904.737793
	Iteration 1F: 3 clusters Score -455689.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -455948.843750 Penalty: 3904.737793
	Iteration 2F: 3 clusters Score -455948.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -456164.000000 Penalty: 3904.737793
	Iteration 3F: 3 clusters Score -456164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -456370.906250 Penalty: 3904.737793
	Iteration 4F: 3 clusters Score -456370.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -456570.875000 Penalty: 3904.737793
	Iteration 5Q: 3 clusters Score -456570.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -456743.093750 Penalty: 3904.737793
	Iteration 6Q: 3 clusters Score -456743.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -456932.468750 Penalty: 3904.737793
	Iteration 7Q: 3 clusters Score -456932.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -457142.000000 Penalty: 3904.737793
	Iteration 8Q: 3 clusters Score -457142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -457326.031250 Penalty: 3904.737793
	Iteration 9Q: 3 clusters Score -457326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -457486.531250 Penalty: 3904.737793
	Iteration 10Q: 3 clusters Score -457486.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457595.812500 Penalty: 3904.737793
	Iteration 11Q: 3 clusters Score -457595.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -457663.406250 Penalty: 3904.737793
	Iteration 12Q: 3 clusters Score -457663.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -457702.375000 Penalty: 3904.737793
	Iteration 13Q: 3 clusters Score -457702.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -457735.281250 Penalty: 3904.737793
	Iteration 14Q: 3 clusters Score -457735.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -457754.500000 Penalty: 3904.737793
	Iteration 15Q: 3 clusters Score -457754.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -457774.343750 Penalty: 3904.737793
	Iteration 16Q: 3 clusters Score -457774.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -457788.406250 Penalty: 3904.737793
	Iteration 17Q: 3 clusters Score -457788.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -457798.968750 Penalty: 3904.737793
	Iteration 18Q: 3 clusters Score -457799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -457804.093750 Penalty: 3904.737793
	Iteration 19Q: 3 clusters Score -457804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -457807.562500 Penalty: 3904.737793
	Iteration 20F: 3 clusters Score -457807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -457808.875000 Penalty: 3904.737793
	Iteration 21Q: 3 clusters Score -457808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -457810.125000 Penalty: 3904.737793
	Iteration 22Q: 3 clusters Score -457810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -457815.281250 Penalty: 3904.737793
	Iteration 23Q: 3 clusters Score -457815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -457820.062500 Penalty: 3904.737793
	Iteration 24Q: 3 clusters Score -457820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -457822.718750 Penalty: 3904.737793
	Iteration 25Q: 3 clusters Score -457822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -457823.031250 Penalty: 3904.737793
	Iteration 26Q: 3 clusters Score -457823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -457823.281250 Penalty: 3904.737793
	Iteration 27Q: 3 clusters Score -457823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -457823.562500 Penalty: 3904.737793
	Iteration 28Q: 3 clusters Score -457823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -457823.562500 Penalty: 3904.737793
	Iteration 29F: 3 clusters Score -457823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Entering Unmasked Estep 
Score: -5399270.000000 Penalty: 2548.656982
	Iteration 0F: 2 clusters Score -5399270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5384215.500000 Penalty: 5097.313965
	Iteration 0F: 3 clusters Score -5384216 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5391445.500000 Penalty: 5097.313965
	Iteration 1F: 3 clusters Score -5391446 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5391903.000000 Penalty: 5097.313965
	Iteration 2Q: 3 clusters Score -5391903 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5392275.500000 Penalty: 5097.313965
	Iteration 3Q: 3 clusters Score -5392276 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5392627.000000 Penalty: 5097.313965
	Iteration 4Q: 3 clusters Score -5392627 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -5393036.000000 Penalty: 5097.313965
	Iteration 5Q: 3 clusters Score -5393036 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5393496.000000 Penalty: 5097.313965
	Iteration 6Q: 3 clusters Score -5393496 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -5394092.500000 Penalty: 5097.313965
	Iteration 7Q: 3 clusters Score -5394092 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -5394721.500000 Penalty: 5097.313965
	Iteration 8Q: 3 clusters Score -5394722 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -5395350.500000 Penalty: 5097.313965
	Iteration 9F: 3 clusters Score -5395350 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5396021.500000 Penalty: 5097.313965
	Iteration 10Q: 3 clusters Score -5396022 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -5396555.000000 Penalty: 5097.313965
	Iteration 11Q: 3 clusters Score -5396555 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5396960.000000 Penalty: 5097.313965
	Iteration 12Q: 3 clusters Score -5396960 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5397243.500000 Penalty: 5097.313965
	Iteration 13Q: 3 clusters Score -5397244 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5397440.500000 Penalty: 5097.313965
	Iteration 14Q: 3 clusters Score -5397440 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5397596.500000 Penalty: 5097.313965
	Iteration 15Q: 3 clusters Score -5397596 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5397657.500000 Penalty: 5097.313965
	Iteration 16Q: 3 clusters Score -5397658 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5397727.000000 Penalty: 5097.313965
	Iteration 17Q: 3 clusters Score -5397727 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -5397783.000000 Penalty: 5097.313965
	Iteration 18Q: 3 clusters Score -5397783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5397845.000000 Penalty: 5097.313965
	Iteration 19Q: 3 clusters Score -5397845 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -5397910.500000 Penalty: 5097.313965
	Iteration 20F: 3 clusters Score -5397910 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -5397945.500000 Penalty: 5097.313965
	Iteration 21Q: 3 clusters Score -5397946 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -5397995.500000 Penalty: 5097.313965
	Iteration 22Q: 3 clusters Score -5397996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5398016.500000 Penalty: 5097.313965
	Iteration 23Q: 3 clusters Score -5398016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -5398039.000000 Penalty: 5097.313965
	Iteration 24Q: 3 clusters Score -5398039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5398068.500000 Penalty: 5097.313965
	Iteration 25Q: 3 clusters Score -5398068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -5398092.000000 Penalty: 5097.313965
	Iteration 26Q: 3 clusters Score -5398092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5398124.500000 Penalty: 5097.313965
	Iteration 27Q: 3 clusters Score -5398124 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -5398125.000000 Penalty: 5097.313965
	Iteration 28Q: 3 clusters Score -5398125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5398164.000000 Penalty: 5097.313965
	Iteration 29Q: 3 clusters Score -5398164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5398168.000000 Penalty: 5097.313965
	Iteration 30Q: 3 clusters Score -5398168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -5398165.500000 Penalty: 5097.313965
	Iteration 31Q: 3 clusters Score -5398166 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -5398210.500000 Penalty: 5097.313965
	Iteration 32Q: 3 clusters Score -5398210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5398219.000000 Penalty: 5097.313965
	Iteration 33Q: 3 clusters Score -5398219 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -5398259.500000 Penalty: 5097.313965
	Iteration 34Q: 3 clusters Score -5398260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5398284.000000 Penalty: 5097.313965
	Iteration 35Q: 3 clusters Score -5398284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5398295.000000 Penalty: 5097.313965
	Iteration 36Q: 3 clusters Score -5398295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -5398286.500000 Penalty: 5097.313965
	Iteration 37Q: 3 clusters Score -5398286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5398317.500000 Penalty: 5097.313965
	Iteration 38Q: 3 clusters Score -5398318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5398327.000000 Penalty: 5097.313965
	Iteration 39Q: 3 clusters Score -5398327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -5398323.500000 Penalty: 5097.313965
	Iteration 40F: 3 clusters Score -5398324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5398358.000000 Penalty: 5097.313965
	Iteration 41Q: 3 clusters Score -5398358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -5398377.500000 Penalty: 5097.313965
	Iteration 42Q: 3 clusters Score -5398378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -5398409.000000 Penalty: 5097.313965
	Iteration 43Q: 3 clusters Score -5398409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -5398420.500000 Penalty: 5097.313965
	Iteration 44Q: 3 clusters Score -5398420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -5398442.500000 Penalty: 5097.313965
	Iteration 45Q: 3 clusters Score -5398442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5398444.500000 Penalty: 5097.313965
	Iteration 46Q: 3 clusters Score -5398444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -5398467.500000 Penalty: 5097.313965
	Iteration 47Q: 3 clusters Score -5398468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -5398485.000000 Penalty: 5097.313965
	Iteration 48Q: 3 clusters Score -5398485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -5398504.000000 Penalty: 5097.313965
	Iteration 49Q: 3 clusters Score -5398504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5398528.500000 Penalty: 5097.313965
	Iteration 50Q: 3 clusters Score -5398528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5398532.500000 Penalty: 5097.313965
	Iteration 51Q: 3 clusters Score -5398532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5398540.500000 Penalty: 5097.313965
	Iteration 52Q: 3 clusters Score -5398540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5398567.500000 Penalty: 5097.313965
	Iteration 53Q: 3 clusters Score -5398568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -5398577.000000 Penalty: 5097.313965
	Iteration 54Q: 3 clusters Score -5398577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5398581.500000 Penalty: 5097.313965
	Iteration 55Q: 3 clusters Score -5398582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5398583.500000 Penalty: 5097.313965
	Iteration 56Q: 3 clusters Score -5398584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5398581.500000 Penalty: 5097.313965
	Iteration 57Q: 3 clusters Score -5398582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5398593.500000 Penalty: 5097.313965
	Iteration 58Q: 3 clusters Score -5398594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5398603.000000 Penalty: 5097.313965
	Iteration 59Q: 3 clusters Score -5398603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -5398621.500000 Penalty: 5097.313965
	Iteration 60F: 3 clusters Score -5398622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -5398618.500000 Penalty: 5097.313965
	Iteration 61Q: 3 clusters Score -5398618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -5398632.000000 Penalty: 5097.313965
	Iteration 62Q: 3 clusters Score -5398632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -5398631.500000 Penalty: 5097.313965
	Iteration 63Q: 3 clusters Score -5398632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5398625.500000 Penalty: 5097.313965
	Iteration 64Q: 3 clusters Score -5398626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -5398646.500000 Penalty: 5097.313965
	Iteration 65Q: 3 clusters Score -5398646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5398654.000000 Penalty: 5097.313965
	Iteration 66Q: 3 clusters Score -5398654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5398659.000000 Penalty: 5097.313965
	Iteration 67Q: 3 clusters Score -5398659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5398663.000000 Penalty: 5097.313965
	Iteration 68Q: 3 clusters Score -5398663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -5398666.000000 Penalty: 5097.313965
	Iteration 69Q: 3 clusters Score -5398666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5398674.000000 Penalty: 5097.313965
	Iteration 70Q: 3 clusters Score -5398674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5398693.000000 Penalty: 5097.313965
	Iteration 71Q: 3 clusters Score -5398693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -5398702.000000 Penalty: 5097.313965
	Iteration 72Q: 3 clusters Score -5398702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -5398703.000000 Penalty: 5097.313965
	Iteration 73Q: 3 clusters Score -5398703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5398701.500000 Penalty: 5097.313965
	Iteration 74Q: 3 clusters Score -5398702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5398699.500000 Penalty: 5097.313965
	Iteration 75Q: 3 clusters Score -5398700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5398703.000000 Penalty: 5097.313965
	Iteration 76Q: 3 clusters Score -5398703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5398703.000000 Penalty: 5097.313965
	Iteration 77Q: 3 clusters Score -5398703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -5398705.000000 Penalty: 5097.313965
	Iteration 78Q: 3 clusters Score -5398705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -5398699.500000 Penalty: 5097.313965
	Iteration 79Q: 3 clusters Score -5398700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5398697.000000 Penalty: 5097.313965
	Iteration 80F: 3 clusters Score -5398697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -5398696.500000 Penalty: 5097.313965
	Iteration 81Q: 3 clusters Score -5398696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -5398695.000000 Penalty: 5097.313965
	Iteration 82Q: 3 clusters Score -5398695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -5398695.000000 Penalty: 5097.313965
	Iteration 83Q: 3 clusters Score -5398695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5398696.000000 Penalty: 5097.313965
	Iteration 84Q: 3 clusters Score -5398696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -5398690.500000 Penalty: 5097.313965
	Iteration 85Q: 3 clusters Score -5398690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5398698.000000 Penalty: 5097.313965
	Iteration 86Q: 3 clusters Score -5398698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5398705.500000 Penalty: 5097.313965
	Iteration 87Q: 3 clusters Score -5398706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -5398702.000000 Penalty: 5097.313965
	Iteration 88Q: 3 clusters Score -5398702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5398699.500000 Penalty: 5097.313965
	Iteration 89Q: 3 clusters Score -5398700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5398700.000000 Penalty: 5097.313965
	Iteration 90Q: 3 clusters Score -5398700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5398705.000000 Penalty: 5097.313965
	Iteration 91Q: 3 clusters Score -5398705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -5398706.000000 Penalty: 5097.313965
	Iteration 92Q: 3 clusters Score -5398706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -5398715.500000 Penalty: 5097.313965
	Iteration 93Q: 3 clusters Score -5398716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -5398721.500000 Penalty: 5097.313965
	Iteration 94Q: 3 clusters Score -5398722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -5398708.500000 Penalty: 5097.313965
	Iteration 95Q: 3 clusters Score -5398708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -5398709.500000 Penalty: 5097.313965
	Iteration 96Q: 3 clusters Score -5398710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5398711.500000 Penalty: 5097.313965
	Iteration 97Q: 3 clusters Score -5398712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -5398713.000000 Penalty: 5097.313965
	Iteration 98Q: 3 clusters Score -5398713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5398713.000000 Penalty: 5097.313965
	Iteration 99Q: 3 clusters Score -5398713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5398708.500000 Penalty: 5097.313965
	Iteration 100F: 3 clusters Score -5398708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5398708.500000 Penalty: 5097.313965
	Iteration 101Q: 3 clusters Score -5398708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5398706.500000 Penalty: 5097.313965
	Iteration 102Q: 3 clusters Score -5398706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -5398712.500000 Penalty: 5097.313965
	Iteration 103Q: 3 clusters Score -5398712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5398719.500000 Penalty: 5097.313965
	Iteration 104Q: 3 clusters Score -5398720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5398712.500000 Penalty: 5097.313965
	Iteration 105Q: 3 clusters Score -5398712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5398708.500000 Penalty: 5097.313965
	Iteration 106Q: 3 clusters Score -5398708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5398718.500000 Penalty: 5097.313965
	Iteration 107Q: 3 clusters Score -5398718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5398719.000000 Penalty: 5097.313965
	Iteration 108Q: 3 clusters Score -5398719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -5398715.000000 Penalty: 5097.313965
	Iteration 109Q: 3 clusters Score -5398715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5398712.500000 Penalty: 5097.313965
	Iteration 110Q: 3 clusters Score -5398712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5398712.500000 Penalty: 5097.313965
	Iteration 111F: 3 clusters Score -5398712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -1430206.375000 Penalty: 2225.454102
	Iteration 0F: 2 clusters Score -1430206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1423902.250000 Penalty: 4450.908203
	Iteration 0F: 3 clusters Score -1423902 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1425592.875000 Penalty: 4450.908203
	Iteration 1F: 3 clusters Score -1425593 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1425972.125000 Penalty: 4450.908203
	Iteration 2F: 3 clusters Score -1425972 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1426270.000000 Penalty: 4450.908203
	Iteration 3F: 3 clusters Score -1426270 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1426587.000000 Penalty: 4450.908203
	Iteration 4F: 3 clusters Score -1426587 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1426957.000000 Penalty: 4450.908203
	Iteration 5F: 3 clusters Score -1426957 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1427355.375000 Penalty: 4450.908203
	Iteration 6F: 3 clusters Score -1427355 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1427748.625000 Penalty: 4450.908203
	Iteration 7F: 3 clusters Score -1427749 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1428101.125000 Penalty: 4450.908203
	Iteration 8F: 3 clusters Score -1428101 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1428489.250000 Penalty: 4450.908203
	Iteration 9F: 3 clusters Score -1428489 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1428864.500000 Penalty: 4450.908203
	Iteration 10Q: 3 clusters Score -1428864 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1429157.750000 Penalty: 4450.908203
	Iteration 11Q: 3 clusters Score -1429158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1429346.375000 Penalty: 4450.908203
	Iteration 12Q: 3 clusters Score -1429346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1429463.875000 Penalty: 4450.908203
	Iteration 13Q: 3 clusters Score -1429464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1429525.625000 Penalty: 4450.908203
	Iteration 14Q: 3 clusters Score -1429526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1429556.750000 Penalty: 4450.908203
	Iteration 15Q: 3 clusters Score -1429557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1429573.250000 Penalty: 4450.908203
	Iteration 16Q: 3 clusters Score -1429573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1429581.625000 Penalty: 4450.908203
	Iteration 17Q: 3 clusters Score -1429582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1429588.250000 Penalty: 4450.908203
	Iteration 18Q: 3 clusters Score -1429588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1429592.125000 Penalty: 4450.908203
	Iteration 19Q: 3 clusters Score -1429592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1429597.000000 Penalty: 4450.908203
	Iteration 20F: 3 clusters Score -1429597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1429599.750000 Penalty: 4450.908203
	Iteration 21Q: 3 clusters Score -1429600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1429604.375000 Penalty: 4450.908203
	Iteration 22Q: 3 clusters Score -1429604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1429603.750000 Penalty: 4450.908203
	Iteration 23Q: 3 clusters Score -1429604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1429604.625000 Penalty: 4450.908203
	Iteration 24Q: 3 clusters Score -1429605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1429607.000000 Penalty: 4450.908203
	Iteration 25Q: 3 clusters Score -1429607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1429606.250000 Penalty: 4450.908203
	Iteration 26Q: 3 clusters Score -1429606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1429608.000000 Penalty: 4450.908203
	Iteration 27Q: 3 clusters Score -1429608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1429607.750000 Penalty: 4450.908203
	Iteration 28Q: 3 clusters Score -1429608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1429609.750000 Penalty: 4450.908203
	Iteration 29Q: 3 clusters Score -1429610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1429608.500000 Penalty: 4450.908203
	Iteration 30Q: 3 clusters Score -1429608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1429608.500000 Penalty: 4450.908203
	Iteration 31F: 3 clusters Score -1429608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -7108795.500000 Penalty: 2617.020020
	Iteration 0F: 2 clusters Score -7108796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -7085770.500000 Penalty: 5234.040039
	Iteration 0F: 3 clusters Score -7085770 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -7095054.000000 Penalty: 5234.040039
	Iteration 1F: 3 clusters Score -7095054 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7095750.000000 Penalty: 5234.040039
	Iteration 2F: 3 clusters Score -7095750 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -7096683.000000 Penalty: 5234.040039
	Iteration 3F: 3 clusters Score -7096683 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7097963.500000 Penalty: 5234.040039
	Iteration 4F: 3 clusters Score -7097964 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -7099892.000000 Penalty: 5234.040039
	Iteration 5F: 3 clusters Score -7099892 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -7101868.000000 Penalty: 5234.040039
	Iteration 6F: 3 clusters Score -7101868 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7103132.500000 Penalty: 5234.040039
	Iteration 7F: 3 clusters Score -7103132 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -7103762.500000 Penalty: 5234.040039
	Iteration 8Q: 3 clusters Score -7103762 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -7103665.000000 Penalty: 5234.040039
	Iteration 9Q: 3 clusters Score -7103665 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7103495.000000 Penalty: 5234.040039
	Iteration 10Q: 3 clusters Score -7103495 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -7103259.000000 Penalty: 5234.040039
	Iteration 11Q: 3 clusters Score -7103259 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7102999.500000 Penalty: 5234.040039
	Iteration 12Q: 3 clusters Score -7103000 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -7102667.000000 Penalty: 5234.040039
	Iteration 13Q: 3 clusters Score -7102667 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -7102397.000000 Penalty: 5234.040039
	Iteration 14Q: 3 clusters Score -7102397 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -7102094.000000 Penalty: 5234.040039
	Iteration 15Q: 3 clusters Score -7102094 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -7101894.500000 Penalty: 5234.040039
	Iteration 16Q: 3 clusters Score -7101894 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -7101692.500000 Penalty: 5234.040039
	Iteration 17Q: 3 clusters Score -7101692 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7101473.000000 Penalty: 5234.040039
	Iteration 18Q: 3 clusters Score -7101473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -7101298.000000 Penalty: 5234.040039
	Iteration 19Q: 3 clusters Score -7101298 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -7101323.000000 Penalty: 5234.040039
	Iteration 20F: 3 clusters Score -7101323 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7101171.500000 Penalty: 5234.040039
	Iteration 21Q: 3 clusters Score -7101172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -7101108.000000 Penalty: 5234.040039
	Iteration 22Q: 3 clusters Score -7101108 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7101044.000000 Penalty: 5234.040039
	Iteration 23Q: 3 clusters Score -7101044 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -7100956.500000 Penalty: 5234.040039
	Iteration 24Q: 3 clusters Score -7100956 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -7100927.000000 Penalty: 5234.040039
	Iteration 25Q: 3 clusters Score -7100927 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -7100886.000000 Penalty: 5234.040039
	Iteration 26Q: 3 clusters Score -7100886 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -7100895.000000 Penalty: 5234.040039
	Iteration 27Q: 3 clusters Score -7100895 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -7100898.500000 Penalty: 5234.040039
	Iteration 28Q: 3 clusters Score -7100898 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7100964.000000 Penalty: 5234.040039
	Iteration 29Q: 3 clusters Score -7100964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7101022.000000 Penalty: 5234.040039
	Iteration 30Q: 3 clusters Score -7101022 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7101085.500000 Penalty: 5234.040039
	Iteration 31Q: 3 clusters Score -7101086 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7101150.500000 Penalty: 5234.040039
	Iteration 32Q: 3 clusters Score -7101150 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -7101253.000000 Penalty: 5234.040039
	Iteration 33Q: 3 clusters Score -7101253 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -7101347.000000 Penalty: 5234.040039
	Iteration 34Q: 3 clusters Score -7101347 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -7101396.000000 Penalty: 5234.040039
	Iteration 35Q: 3 clusters Score -7101396 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -7101531.500000 Penalty: 5234.040039
	Iteration 36Q: 3 clusters Score -7101532 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -7101660.500000 Penalty: 5234.040039
	Iteration 37Q: 3 clusters Score -7101660 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7101773.000000 Penalty: 5234.040039
	Iteration 38Q: 3 clusters Score -7101773 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -7101894.500000 Penalty: 5234.040039
	Iteration 39Q: 3 clusters Score -7101894 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7102094.000000 Penalty: 5234.040039
	Iteration 40F: 3 clusters Score -7102094 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -7102226.000000 Penalty: 5234.040039
	Iteration 41Q: 3 clusters Score -7102226 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -7102363.500000 Penalty: 5234.040039
	Iteration 42Q: 3 clusters Score -7102364 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -7102531.000000 Penalty: 5234.040039
	Iteration 43Q: 3 clusters Score -7102531 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -7102677.000000 Penalty: 5234.040039
	Iteration 44Q: 3 clusters Score -7102677 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7102813.000000 Penalty: 5234.040039
	Iteration 45Q: 3 clusters Score -7102813 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7102985.500000 Penalty: 5234.040039
	Iteration 46Q: 3 clusters Score -7102986 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -7103101.500000 Penalty: 5234.040039
	Iteration 47Q: 3 clusters Score -7103102 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -7103233.500000 Penalty: 5234.040039
	Iteration 48Q: 3 clusters Score -7103234 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7103357.500000 Penalty: 5234.040039
	Iteration 49Q: 3 clusters Score -7103358 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7103432.500000 Penalty: 5234.040039
	Iteration 50Q: 3 clusters Score -7103432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7103516.000000 Penalty: 5234.040039
	Iteration 51Q: 3 clusters Score -7103516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -7103610.500000 Penalty: 5234.040039
	Iteration 52Q: 3 clusters Score -7103610 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7103656.500000 Penalty: 5234.040039
	Iteration 53Q: 3 clusters Score -7103656 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7103638.500000 Penalty: 5234.040039
	Iteration 54Q: 3 clusters Score -7103638 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -7103660.500000 Penalty: 5234.040039
	Iteration 55Q: 3 clusters Score -7103660 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -7103639.000000 Penalty: 5234.040039
	Iteration 56Q: 3 clusters Score -7103639 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -7103475.500000 Penalty: 5234.040039
	Iteration 57Q: 3 clusters Score -7103476 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -7103230.000000 Penalty: 5234.040039
	Iteration 58Q: 3 clusters Score -7103230 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7102951.500000 Penalty: 5234.040039
	Iteration 59Q: 3 clusters Score -7102952 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -7103052.000000 Penalty: 5234.040039
	Iteration 60F: 3 clusters Score -7103052 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7102935.500000 Penalty: 5234.040039
	Iteration 61Q: 3 clusters Score -7102936 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -7102884.000000 Penalty: 5234.040039
	Iteration 62Q: 3 clusters Score -7102884 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -7102967.500000 Penalty: 5234.040039
	Iteration 63Q: 3 clusters Score -7102968 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -7103069.000000 Penalty: 5234.040039
	Iteration 64Q: 3 clusters Score -7103069 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -7103309.500000 Penalty: 5234.040039
	Iteration 65Q: 3 clusters Score -7103310 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -7103599.000000 Penalty: 5234.040039
	Iteration 66Q: 3 clusters Score -7103599 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -7103875.000000 Penalty: 5234.040039
	Iteration 67Q: 3 clusters Score -7103875 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -7104179.000000 Penalty: 5234.040039
	Iteration 68Q: 3 clusters Score -7104179 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7104409.500000 Penalty: 5234.040039
	Iteration 69Q: 3 clusters Score -7104410 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -7104581.500000 Penalty: 5234.040039
	Iteration 70Q: 3 clusters Score -7104582 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7104785.500000 Penalty: 5234.040039
	Iteration 71Q: 3 clusters Score -7104786 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -7104955.000000 Penalty: 5234.040039
	Iteration 72Q: 3 clusters Score -7104955 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7104951.000000 Penalty: 5234.040039
	Iteration 73Q: 3 clusters Score -7104951 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -7104966.000000 Penalty: 5234.040039
	Iteration 74Q: 3 clusters Score -7104966 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7104947.500000 Penalty: 5234.040039
	Iteration 75Q: 3 clusters Score -7104948 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7104964.000000 Penalty: 5234.040039
	Iteration 76Q: 3 clusters Score -7104964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7104927.000000 Penalty: 5234.040039
	Iteration 77Q: 3 clusters Score -7104927 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7104926.500000 Penalty: 5234.040039
	Iteration 78Q: 3 clusters Score -7104926 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -7104935.500000 Penalty: 5234.040039
	Iteration 79Q: 3 clusters Score -7104936 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7104942.000000 Penalty: 5234.040039
	Iteration 80F: 3 clusters Score -7104942 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -7104911.000000 Penalty: 5234.040039
	Iteration 81Q: 3 clusters Score -7104911 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -7104904.500000 Penalty: 5234.040039
	Iteration 82Q: 3 clusters Score -7104904 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -7104939.500000 Penalty: 5234.040039
	Iteration 83Q: 3 clusters Score -7104940 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7104950.500000 Penalty: 5234.040039
	Iteration 84Q: 3 clusters Score -7104950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7104947.500000 Penalty: 5234.040039
	Iteration 85Q: 3 clusters Score -7104948 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7104964.000000 Penalty: 5234.040039
	Iteration 86Q: 3 clusters Score -7104964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -7104932.500000 Penalty: 5234.040039
	Iteration 87Q: 3 clusters Score -7104932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7104967.000000 Penalty: 5234.040039
	Iteration 88Q: 3 clusters Score -7104967 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -7104958.000000 Penalty: 5234.040039
	Iteration 89Q: 3 clusters Score -7104958 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7104952.000000 Penalty: 5234.040039
	Iteration 90Q: 3 clusters Score -7104952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7104945.500000 Penalty: 5234.040039
	Iteration 91Q: 3 clusters Score -7104946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7104946.500000 Penalty: 5234.040039
	Iteration 92Q: 3 clusters Score -7104946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -7104945.000000 Penalty: 5234.040039
	Iteration 93Q: 3 clusters Score -7104945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7104939.500000 Penalty: 5234.040039
	Iteration 94Q: 3 clusters Score -7104940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -7104938.000000 Penalty: 5234.040039
	Iteration 95Q: 3 clusters Score -7104938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7104930.500000 Penalty: 5234.040039
	Iteration 96Q: 3 clusters Score -7104930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -7104923.000000 Penalty: 5234.040039
	Iteration 97Q: 3 clusters Score -7104923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7104938.500000 Penalty: 5234.040039
	Iteration 98Q: 3 clusters Score -7104938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7104949.500000 Penalty: 5234.040039
	Iteration 99Q: 3 clusters Score -7104950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7104949.500000 Penalty: 5234.040039
	Iteration 100F: 3 clusters Score -7104950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7104956.500000 Penalty: 5234.040039
	Iteration 101Q: 3 clusters Score -7104956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7104958.000000 Penalty: 5234.040039
	Iteration 102Q: 3 clusters Score -7104958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -7104956.000000 Penalty: 5234.040039
	Iteration 103Q: 3 clusters Score -7104956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -7104955.500000 Penalty: 5234.040039
	Iteration 104Q: 3 clusters Score -7104956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -7104957.000000 Penalty: 5234.040039
	Iteration 105Q: 3 clusters Score -7104957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7104952.500000 Penalty: 5234.040039
	Iteration 106Q: 3 clusters Score -7104952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -7104956.000000 Penalty: 5234.040039
	Iteration 107Q: 3 clusters Score -7104956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7104956.500000 Penalty: 5234.040039
	Iteration 108Q: 3 clusters Score -7104956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -7104952.000000 Penalty: 5234.040039
	Iteration 109Q: 3 clusters Score -7104952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7104955.500000 Penalty: 5234.040039
	Iteration 110Q: 3 clusters Score -7104956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7104936.500000 Penalty: 5234.040039
	Iteration 111Q: 3 clusters Score -7104936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7104945.500000 Penalty: 5234.040039
	Iteration 112Q: 3 clusters Score -7104946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7104957.000000 Penalty: 5234.040039
	Iteration 113Q: 3 clusters Score -7104957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7104956.000000 Penalty: 5234.040039
	Iteration 114Q: 3 clusters Score -7104956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -7104957.500000 Penalty: 5234.040039
	Iteration 115Q: 3 clusters Score -7104958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7104951.500000 Penalty: 5234.040039
	Iteration 116Q: 3 clusters Score -7104952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7104972.000000 Penalty: 5234.040039
	Iteration 117Q: 3 clusters Score -7104972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -7104972.000000 Penalty: 5234.040039
	Iteration 118Q: 3 clusters Score -7104972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7104975.500000 Penalty: 5234.040039
	Iteration 119Q: 3 clusters Score -7104976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7104969.500000 Penalty: 5234.040039
	Iteration 120F: 3 clusters Score -7104970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7104967.000000 Penalty: 5234.040039
	Iteration 121Q: 3 clusters Score -7104967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7104967.500000 Penalty: 5234.040039
	Iteration 122Q: 3 clusters Score -7104968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7104967.500000 Penalty: 5234.040039
	Iteration 123Q: 3 clusters Score -7104968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -7104971.500000 Penalty: 5234.040039
	Iteration 124Q: 3 clusters Score -7104972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7104973.000000 Penalty: 5234.040039
	Iteration 125Q: 3 clusters Score -7104973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7104978.000000 Penalty: 5234.040039
	Iteration 126Q: 3 clusters Score -7104978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -7104985.500000 Penalty: 5234.040039
	Iteration 127Q: 3 clusters Score -7104986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -7104993.000000 Penalty: 5234.040039
	Iteration 128Q: 3 clusters Score -7104993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7104977.500000 Penalty: 5234.040039
	Iteration 129Q: 3 clusters Score -7104978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -7104980.500000 Penalty: 5234.040039
	Iteration 130Q: 3 clusters Score -7104980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7104961.000000 Penalty: 5234.040039
	Iteration 131Q: 3 clusters Score -7104961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7104964.000000 Penalty: 5234.040039
	Iteration 132Q: 3 clusters Score -7104964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7104954.000000 Penalty: 5234.040039
	Iteration 133Q: 3 clusters Score -7104954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7104978.500000 Penalty: 5234.040039
	Iteration 134Q: 3 clusters Score -7104978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7104971.000000 Penalty: 5234.040039
	Iteration 135Q: 3 clusters Score -7104971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7104963.500000 Penalty: 5234.040039
	Iteration 136Q: 3 clusters Score -7104964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -7104955.000000 Penalty: 5234.040039
	Iteration 137Q: 3 clusters Score -7104955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7104953.000000 Penalty: 5234.040039
	Iteration 138Q: 3 clusters Score -7104953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7104936.500000 Penalty: 5234.040039
	Iteration 139Q: 3 clusters Score -7104936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7104948.000000 Penalty: 5234.040039
	Iteration 140F: 3 clusters Score -7104948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -7104952.000000 Penalty: 5234.040039
	Iteration 141Q: 3 clusters Score -7104952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7104957.500000 Penalty: 5234.040039
	Iteration 142Q: 3 clusters Score -7104958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -7104961.500000 Penalty: 5234.040039
	Iteration 143Q: 3 clusters Score -7104962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -7104950.000000 Penalty: 5234.040039
	Iteration 144Q: 3 clusters Score -7104950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7104954.000000 Penalty: 5234.040039
	Iteration 145Q: 3 clusters Score -7104954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7104954.000000 Penalty: 5234.040039
	Iteration 146F: 3 clusters Score -7104954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Entering Unmasked Estep 
Score: -863230.750000 Penalty: 2110.721436
	Iteration 0F: 2 clusters Score -863230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -858745.187500 Penalty: 4221.442871
	Iteration 0F: 3 clusters Score -858745.2 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -859881.750000 Penalty: 4221.442871
	Iteration 1F: 3 clusters Score -859881.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -860240.937500 Penalty: 4221.442871
	Iteration 2F: 3 clusters Score -860240.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -860565.437500 Penalty: 4221.442871
	Iteration 3F: 3 clusters Score -860565.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -860793.812500 Penalty: 4221.442871
	Iteration 4F: 3 clusters Score -860793.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -860972.437500 Penalty: 4221.442871
	Iteration 5F: 3 clusters Score -860972.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -861107.000000 Penalty: 4221.442871
	Iteration 6Q: 3 clusters Score -861107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -861220.250000 Penalty: 4221.442871
	Iteration 7Q: 3 clusters Score -861220.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -861335.500000 Penalty: 4221.442871
	Iteration 8Q: 3 clusters Score -861335.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -861451.437500 Penalty: 4221.442871
	Iteration 9Q: 3 clusters Score -861451.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -861576.562500 Penalty: 4221.442871
	Iteration 10Q: 3 clusters Score -861576.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -861708.812500 Penalty: 4221.442871
	Iteration 11Q: 3 clusters Score -861708.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -861857.937500 Penalty: 4221.442871
	Iteration 12Q: 3 clusters Score -861857.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -862030.500000 Penalty: 4221.442871
	Iteration 13Q: 3 clusters Score -862030.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -862199.250000 Penalty: 4221.442871
	Iteration 14Q: 3 clusters Score -862199.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -862362.000000 Penalty: 4221.442871
	Iteration 15Q: 3 clusters Score -862362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -862471.500000 Penalty: 4221.442871
	Iteration 16Q: 3 clusters Score -862471.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -862564.625000 Penalty: 4221.442871
	Iteration 17Q: 3 clusters Score -862564.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -862654.500000 Penalty: 4221.442871
	Iteration 18Q: 3 clusters Score -862654.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -862721.562500 Penalty: 4221.442871
	Iteration 19Q: 3 clusters Score -862721.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -862778.750000 Penalty: 4221.442871
	Iteration 20F: 3 clusters Score -862778.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -862815.187500 Penalty: 4221.442871
	Iteration 21Q: 3 clusters Score -862815.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -862841.125000 Penalty: 4221.442871
	Iteration 22Q: 3 clusters Score -862841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -862864.625000 Penalty: 4221.442871
	Iteration 23Q: 3 clusters Score -862864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -862883.250000 Penalty: 4221.442871
	Iteration 24Q: 3 clusters Score -862883.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -862906.750000 Penalty: 4221.442871
	Iteration 25Q: 3 clusters Score -862906.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -862931.812500 Penalty: 4221.442871
	Iteration 26Q: 3 clusters Score -862931.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -862947.312500 Penalty: 4221.442871
	Iteration 27Q: 3 clusters Score -862947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -862961.500000 Penalty: 4221.442871
	Iteration 28Q: 3 clusters Score -862961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -862972.312500 Penalty: 4221.442871
	Iteration 29Q: 3 clusters Score -862972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -862976.062500 Penalty: 4221.442871
	Iteration 30Q: 3 clusters Score -862976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -862979.062500 Penalty: 4221.442871
	Iteration 31Q: 3 clusters Score -862979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -862980.687500 Penalty: 4221.442871
	Iteration 32Q: 3 clusters Score -862980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -862984.375000 Penalty: 4221.442871
	Iteration 33Q: 3 clusters Score -862984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -862984.812500 Penalty: 4221.442871
	Iteration 34Q: 3 clusters Score -862984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -862984.812500 Penalty: 4221.442871
	Iteration 35F: 3 clusters Score -862984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Entering Unmasked Estep 
Score: -6412548.500000 Penalty: 2601.346436
	Iteration 0F: 2 clusters Score -6412548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -6388597.000000 Penalty: 5202.692871
	Iteration 0F: 3 clusters Score -6388597 nChanged 16398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -6397651.000000 Penalty: 5202.692871
	Iteration 1F: 3 clusters Score -6397651 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -6398129.500000 Penalty: 5202.692871
	Iteration 2Q: 3 clusters Score -6398130 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6398558.500000 Penalty: 5202.692871
	Iteration 3Q: 3 clusters Score -6398558 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -6399028.000000 Penalty: 5202.692871
	Iteration 4Q: 3 clusters Score -6399028 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -6399635.500000 Penalty: 5202.692871
	Iteration 5Q: 3 clusters Score -6399636 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -6400408.500000 Penalty: 5202.692871
	Iteration 6Q: 3 clusters Score -6400408 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -6401514.000000 Penalty: 5202.692871
	Iteration 7F: 3 clusters Score -6401514 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -6402976.500000 Penalty: 5202.692871
	Iteration 8F: 3 clusters Score -6402976 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -6404607.500000 Penalty: 5202.692871
	Iteration 9F: 3 clusters Score -6404608 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -6406150.500000 Penalty: 5202.692871
	Iteration 10F: 3 clusters Score -6406150 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6407375.000000 Penalty: 5202.692871
	Iteration 11Q: 3 clusters Score -6407375 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6408263.000000 Penalty: 5202.692871
	Iteration 12Q: 3 clusters Score -6408263 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6408926.500000 Penalty: 5202.692871
	Iteration 13Q: 3 clusters Score -6408926 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6409371.500000 Penalty: 5202.692871
	Iteration 14Q: 3 clusters Score -6409372 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6409692.500000 Penalty: 5202.692871
	Iteration 15Q: 3 clusters Score -6409692 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6409933.500000 Penalty: 5202.692871
	Iteration 16Q: 3 clusters Score -6409934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6410121.000000 Penalty: 5202.692871
	Iteration 17Q: 3 clusters Score -6410121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6410206.000000 Penalty: 5202.692871
	Iteration 18Q: 3 clusters Score -6410206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6410251.000000 Penalty: 5202.692871
	Iteration 19Q: 3 clusters Score -6410251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6410281.000000 Penalty: 5202.692871
	Iteration 20F: 3 clusters Score -6410281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6410304.500000 Penalty: 5202.692871
	Iteration 21Q: 3 clusters Score -6410304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6410308.000000 Penalty: 5202.692871
	Iteration 22Q: 3 clusters Score -6410308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6410323.500000 Penalty: 5202.692871
	Iteration 23Q: 3 clusters Score -6410324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6410327.000000 Penalty: 5202.692871
	Iteration 24Q: 3 clusters Score -6410327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6410338.000000 Penalty: 5202.692871
	Iteration 25Q: 3 clusters Score -6410338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6410329.000000 Penalty: 5202.692871
	Iteration 26Q: 3 clusters Score -6410329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6410331.500000 Penalty: 5202.692871
	Iteration 27Q: 3 clusters Score -6410332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6410336.500000 Penalty: 5202.692871
	Iteration 28Q: 3 clusters Score -6410336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6410341.500000 Penalty: 5202.692871
	Iteration 29Q: 3 clusters Score -6410342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6410343.500000 Penalty: 5202.692871
	Iteration 30Q: 3 clusters Score -6410344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6410346.500000 Penalty: 5202.692871
	Iteration 31Q: 3 clusters Score -6410346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6410343.500000 Penalty: 5202.692871
	Iteration 32Q: 3 clusters Score -6410344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6410343.500000 Penalty: 5202.692871
	Iteration 33F: 3 clusters Score -6410344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25726.119141 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25726.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25979.263672 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25979.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26146.511719 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26146.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26341.263672 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26341.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26389.437500 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26389.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26422.132812 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26422.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26457.830078 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26457.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26480.423828 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26480.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26521.521484 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -26521.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26591.052734 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -26591.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26621.738281 Penalty: 2730.644531
	Iteration 10Q: 3 clusters Score -26621.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26644.039062 Penalty: 2730.644531
	Iteration 11Q: 3 clusters Score -26644.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26650.128906 Penalty: 2730.644531
	Iteration 12Q: 3 clusters Score -26650.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26653.427734 Penalty: 2730.644531
	Iteration 13F: 3 clusters Score -26653.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26689.044922 Penalty: 2730.644531
	Iteration 14Q: 3 clusters Score -26689.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26707.832031 Penalty: 2730.644531
	Iteration 15Q: 3 clusters Score -26707.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26717.962891 Penalty: 2730.644531
	Iteration 16Q: 3 clusters Score -26717.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26719.621094 Penalty: 2730.644531
	Iteration 17Q: 3 clusters Score -26719.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26735.843750 Penalty: 2730.644531
	Iteration 18Q: 3 clusters Score -26735.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26757.482422 Penalty: 2730.644531
	Iteration 19Q: 3 clusters Score -26757.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26801.716797 Penalty: 2730.644531
	Iteration 20F: 3 clusters Score -26801.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26882.564453 Penalty: 2730.644531
	Iteration 21Q: 3 clusters Score -26882.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26972.054688 Penalty: 2730.644531
	Iteration 22Q: 3 clusters Score -26972.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26994.175781 Penalty: 2730.644531
	Iteration 23Q: 3 clusters Score -26994.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27018.216797 Penalty: 2730.644531
	Iteration 24Q: 3 clusters Score -27018.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27060.898438 Penalty: 2730.644531
	Iteration 25Q: 3 clusters Score -27060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27060.898438 Penalty: 2730.644531
	Iteration 26F: 3 clusters Score -27060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 38273 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 141 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 105 members 
Mstep: Class 9 contains 22125 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 37201 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 20099 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9881 members 
Mstep: Class 30 contains 20316 members 
Mstep: Class 31 contains 4930 members 
Mstep: Class 32 contains 18874 members 
Mstep: Class 33 contains 20115 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
Score: -87201144.000000 Penalty: 110135.960938
Splitting cluster 8 changes total score from -87202288.000000 to -87201144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (22125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Entering Unmasked Estep 
Score: -4106856.000000 Penalty: 2481.106934
	Iteration 0F: 2 clusters Score -4106856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4092944.000000 Penalty: 4962.213867
	Iteration 0F: 3 clusters Score -4092944 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -4098272.250000 Penalty: 4962.213867
	Iteration 1F: 3 clusters Score -4098272 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4098792.750000 Penalty: 4962.213867
	Iteration 2F: 3 clusters Score -4098793 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4099345.500000 Penalty: 4962.213867
	Iteration 3F: 3 clusters Score -4099346 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4100030.250000 Penalty: 4962.213867
	Iteration 4F: 3 clusters Score -4100030 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -4100853.250000 Penalty: 4962.213867
	Iteration 5F: 3 clusters Score -4100853 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4101908.750000 Penalty: 4962.213867
	Iteration 6F: 3 clusters Score -4101909 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4102987.250000 Penalty: 4962.213867
	Iteration 7F: 3 clusters Score -4102987 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4103752.250000 Penalty: 4962.213867
	Iteration 8F: 3 clusters Score -4103752 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4104154.500000 Penalty: 4962.213867
	Iteration 9Q: 3 clusters Score -4104154 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4104435.750000 Penalty: 4962.213867
	Iteration 10Q: 3 clusters Score -4104436 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4104581.500000 Penalty: 4962.213867
	Iteration 11Q: 3 clusters Score -4104582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4104689.500000 Penalty: 4962.213867
	Iteration 12Q: 3 clusters Score -4104690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4104746.250000 Penalty: 4962.213867
	Iteration 13Q: 3 clusters Score -4104746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4104792.250000 Penalty: 4962.213867
	Iteration 14Q: 3 clusters Score -4104792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4104809.000000 Penalty: 4962.213867
	Iteration 15Q: 3 clusters Score -4104809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4104827.250000 Penalty: 4962.213867
	Iteration 16Q: 3 clusters Score -4104827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4104844.000000 Penalty: 4962.213867
	Iteration 17Q: 3 clusters Score -4104844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4104848.500000 Penalty: 4962.213867
	Iteration 18Q: 3 clusters Score -4104848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4104850.250000 Penalty: 4962.213867
	Iteration 19Q: 3 clusters Score -4104850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4104849.750000 Penalty: 4962.213867
	Iteration 20F: 3 clusters Score -4104850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4104850.250000 Penalty: 4962.213867
	Iteration 21Q: 3 clusters Score -4104850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4104850.250000 Penalty: 4962.213867
	Iteration 22Q: 3 clusters Score -4104850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4104852.500000 Penalty: 4962.213867
	Iteration 23Q: 3 clusters Score -4104852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4104852.500000 Penalty: 4962.213867
	Iteration 24F: 3 clusters Score -4104852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 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 666 members 
Entering Unmasked Estep 
Score: -220999.578125 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220999.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221641.406250 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221641.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -222027.640625 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222027.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -222325.359375 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222325.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -222534.828125 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222534.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -222711.343750 Penalty: 3556.379395
	Iteration 5F: 3 clusters Score -222711.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -222809.812500 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -222853.265625 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -222863.750000 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -222865.343750 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -222865.640625 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -222868.109375 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -222868.109375 Penalty: 3556.379395
	Iteration 12F: 3 clusters Score -222868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -82946.710938 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -82946.71 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 240 members 
Entering Unmasked Estep 
Score: -81559.265625 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -81559.27 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -81892.671875 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -81892.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82127.835938 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -82127.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -82258.492188 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -82258.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -82413.710938 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -82413.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -82538.078125 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -82538.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -82605.328125 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -82605.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -82640.546875 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -82640.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -82644.476562 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -82644.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -82646.492188 Penalty: 3107.589355
	Iteration 9Q: 3 clusters Score -82646.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -82659.992188 Penalty: 3107.589355
	Iteration 10Q: 3 clusters Score -82659.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -82664.320312 Penalty: 3107.589355
	Iteration 11Q: 3 clusters Score -82664.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -82664.320312 Penalty: 3107.589355
	Iteration 12F: 3 clusters Score -82664.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Entering Unmasked Estep 
Score: -3277102.250000 Penalty: 2434.805908
	Iteration 0F: 2 clusters Score -3277102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3264120.000000 Penalty: 4869.611816
	Iteration 0F: 3 clusters Score -3264120 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -3268299.500000 Penalty: 4869.611816
	Iteration 1F: 3 clusters Score -3268300 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3268655.250000 Penalty: 4869.611816
	Iteration 2F: 3 clusters Score -3268655 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3268964.500000 Penalty: 4869.611816
	Iteration 3Q: 3 clusters Score -3268964 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3269280.500000 Penalty: 4869.611816
	Iteration 4Q: 3 clusters Score -3269280 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3269559.250000 Penalty: 4869.611816
	Iteration 5Q: 3 clusters Score -3269559 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3269869.750000 Penalty: 4869.611816
	Iteration 6Q: 3 clusters Score -3269870 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3270186.750000 Penalty: 4869.611816
	Iteration 7Q: 3 clusters Score -3270187 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3270606.500000 Penalty: 4869.611816
	Iteration 8Q: 3 clusters Score -3270606 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3271083.750000 Penalty: 4869.611816
	Iteration 9Q: 3 clusters Score -3271084 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3271607.500000 Penalty: 4869.611816
	Iteration 10Q: 3 clusters Score -3271608 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3272194.000000 Penalty: 4869.611816
	Iteration 11Q: 3 clusters Score -3272194 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3272778.250000 Penalty: 4869.611816
	Iteration 12Q: 3 clusters Score -3272778 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3273292.500000 Penalty: 4869.611816
	Iteration 13Q: 3 clusters Score -3273292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3273755.250000 Penalty: 4869.611816
	Iteration 14Q: 3 clusters Score -3273755 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3274200.000000 Penalty: 4869.611816
	Iteration 15Q: 3 clusters Score -3274200 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3274591.000000 Penalty: 4869.611816
	Iteration 16Q: 3 clusters Score -3274591 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3274899.000000 Penalty: 4869.611816
	Iteration 17Q: 3 clusters Score -3274899 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3275221.500000 Penalty: 4869.611816
	Iteration 18Q: 3 clusters Score -3275222 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3275506.750000 Penalty: 4869.611816
	Iteration 19Q: 3 clusters Score -3275507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3275723.500000 Penalty: 4869.611816
	Iteration 20F: 3 clusters Score -3275724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3275877.750000 Penalty: 4869.611816
	Iteration 21Q: 3 clusters Score -3275878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3276020.250000 Penalty: 4869.611816
	Iteration 22Q: 3 clusters Score -3276020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3276139.000000 Penalty: 4869.611816
	Iteration 23Q: 3 clusters Score -3276139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3276234.000000 Penalty: 4869.611816
	Iteration 24Q: 3 clusters Score -3276234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3276287.500000 Penalty: 4869.611816
	Iteration 25Q: 3 clusters Score -3276288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3276328.000000 Penalty: 4869.611816
	Iteration 26Q: 3 clusters Score -3276328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3276359.250000 Penalty: 4869.611816
	Iteration 27Q: 3 clusters Score -3276359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3276414.250000 Penalty: 4869.611816
	Iteration 28Q: 3 clusters Score -3276414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3276460.750000 Penalty: 4869.611816
	Iteration 29Q: 3 clusters Score -3276461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3276499.250000 Penalty: 4869.611816
	Iteration 30Q: 3 clusters Score -3276499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3276562.000000 Penalty: 4869.611816
	Iteration 31Q: 3 clusters Score -3276562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3276603.750000 Penalty: 4869.611816
	Iteration 32Q: 3 clusters Score -3276604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3276629.000000 Penalty: 4869.611816
	Iteration 33Q: 3 clusters Score -3276629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3276654.750000 Penalty: 4869.611816
	Iteration 34Q: 3 clusters Score -3276655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3276679.250000 Penalty: 4869.611816
	Iteration 35Q: 3 clusters Score -3276679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3276722.750000 Penalty: 4869.611816
	Iteration 36Q: 3 clusters Score -3276723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3276749.000000 Penalty: 4869.611816
	Iteration 37Q: 3 clusters Score -3276749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3276779.000000 Penalty: 4869.611816
	Iteration 38Q: 3 clusters Score -3276779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3276799.000000 Penalty: 4869.611816
	Iteration 39Q: 3 clusters Score -3276799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3276823.750000 Penalty: 4869.611816
	Iteration 40F: 3 clusters Score -3276824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3276845.250000 Penalty: 4869.611816
	Iteration 41Q: 3 clusters Score -3276845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3276869.500000 Penalty: 4869.611816
	Iteration 42Q: 3 clusters Score -3276870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3276882.250000 Penalty: 4869.611816
	Iteration 43Q: 3 clusters Score -3276882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3276882.250000 Penalty: 4869.611816
	Iteration 44F: 3 clusters Score -3276882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Entering Unmasked Estep 
Score: -4562290.500000 Penalty: 2503.246338
	Iteration 0F: 2 clusters Score -4562290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4547484.500000 Penalty: 5006.492676
	Iteration 0F: 3 clusters Score -4547484 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4553205.500000 Penalty: 5006.492676
	Iteration 1F: 3 clusters Score -4553206 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4553531.500000 Penalty: 5006.492676
	Iteration 2Q: 3 clusters Score -4553532 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4553791.000000 Penalty: 5006.492676
	Iteration 3Q: 3 clusters Score -4553791 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4554014.000000 Penalty: 5006.492676
	Iteration 4Q: 3 clusters Score -4554014 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4554201.000000 Penalty: 5006.492676
	Iteration 5Q: 3 clusters Score -4554201 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4554363.000000 Penalty: 5006.492676
	Iteration 6Q: 3 clusters Score -4554363 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4554529.500000 Penalty: 5006.492676
	Iteration 7Q: 3 clusters Score -4554530 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4554717.500000 Penalty: 5006.492676
	Iteration 8Q: 3 clusters Score -4554718 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4554922.000000 Penalty: 5006.492676
	Iteration 9Q: 3 clusters Score -4554922 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4555145.500000 Penalty: 5006.492676
	Iteration 10Q: 3 clusters Score -4555146 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4555469.000000 Penalty: 5006.492676
	Iteration 11Q: 3 clusters Score -4555469 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4555939.000000 Penalty: 5006.492676
	Iteration 12Q: 3 clusters Score -4555939 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4556610.500000 Penalty: 5006.492676
	Iteration 13Q: 3 clusters Score -4556610 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4557403.500000 Penalty: 5006.492676
	Iteration 14Q: 3 clusters Score -4557404 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4558170.000000 Penalty: 5006.492676
	Iteration 15Q: 3 clusters Score -4558170 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4558810.000000 Penalty: 5006.492676
	Iteration 16Q: 3 clusters Score -4558810 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -4559249.500000 Penalty: 5006.492676
	Iteration 17Q: 3 clusters Score -4559250 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4559596.000000 Penalty: 5006.492676
	Iteration 18Q: 3 clusters Score -4559596 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4559807.500000 Penalty: 5006.492676
	Iteration 19Q: 3 clusters Score -4559808 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4559909.500000 Penalty: 5006.492676
	Iteration 20F: 3 clusters Score -4559910 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4559965.500000 Penalty: 5006.492676
	Iteration 21Q: 3 clusters Score -4559966 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4560014.000000 Penalty: 5006.492676
	Iteration 22Q: 3 clusters Score -4560014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4560075.000000 Penalty: 5006.492676
	Iteration 23Q: 3 clusters Score -4560075 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -4560131.000000 Penalty: 5006.492676
	Iteration 24Q: 3 clusters Score -4560131 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4560184.500000 Penalty: 5006.492676
	Iteration 25Q: 3 clusters Score -4560184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4560213.500000 Penalty: 5006.492676
	Iteration 26Q: 3 clusters Score -4560214 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4560253.500000 Penalty: 5006.492676
	Iteration 27Q: 3 clusters Score -4560254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4560265.000000 Penalty: 5006.492676
	Iteration 28Q: 3 clusters Score -4560265 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4560272.500000 Penalty: 5006.492676
	Iteration 29Q: 3 clusters Score -4560272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -4560285.000000 Penalty: 5006.492676
	Iteration 30Q: 3 clusters Score -4560285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4560289.000000 Penalty: 5006.492676
	Iteration 31Q: 3 clusters Score -4560289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4560293.500000 Penalty: 5006.492676
	Iteration 32Q: 3 clusters Score -4560294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4560289.000000 Penalty: 5006.492676
	Iteration 33Q: 3 clusters Score -4560289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4560289.000000 Penalty: 5006.492676
	Iteration 34Q: 3 clusters Score -4560289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4560290.500000 Penalty: 5006.492676
	Iteration 35Q: 3 clusters Score -4560290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4560290.500000 Penalty: 5006.492676
	Iteration 36Q: 3 clusters Score -4560290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4560296.000000 Penalty: 5006.492676
	Iteration 37Q: 3 clusters Score -4560296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4560297.000000 Penalty: 5006.492676
	Iteration 38Q: 3 clusters Score -4560297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4560304.000000 Penalty: 5006.492676
	Iteration 39Q: 3 clusters Score -4560304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4560304.000000 Penalty: 5006.492676
	Iteration 40F: 3 clusters Score -4560304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4560305.500000 Penalty: 5006.492676
	Iteration 41Q: 3 clusters Score -4560306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4560303.000000 Penalty: 5006.492676
	Iteration 42Q: 3 clusters Score -4560303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -4560310.500000 Penalty: 5006.492676
	Iteration 43Q: 3 clusters Score -4560310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -4560316.000000 Penalty: 5006.492676
	Iteration 44Q: 3 clusters Score -4560316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4560317.000000 Penalty: 5006.492676
	Iteration 45Q: 3 clusters Score -4560317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4560326.500000 Penalty: 5006.492676
	Iteration 46Q: 3 clusters Score -4560326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4560325.000000 Penalty: 5006.492676
	Iteration 47Q: 3 clusters Score -4560325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -4560323.500000 Penalty: 5006.492676
	Iteration 48Q: 3 clusters Score -4560324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4560321.500000 Penalty: 5006.492676
	Iteration 49Q: 3 clusters Score -4560322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4560321.500000 Penalty: 5006.492676
	Iteration 50Q: 3 clusters Score -4560322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4560323.500000 Penalty: 5006.492676
	Iteration 51Q: 3 clusters Score -4560324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4560332.000000 Penalty: 5006.492676
	Iteration 52Q: 3 clusters Score -4560332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4560329.500000 Penalty: 5006.492676
	Iteration 53Q: 3 clusters Score -4560330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4560328.000000 Penalty: 5006.492676
	Iteration 54Q: 3 clusters Score -4560328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4560336.500000 Penalty: 5006.492676
	Iteration 55Q: 3 clusters Score -4560336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4560328.500000 Penalty: 5006.492676
	Iteration 56Q: 3 clusters Score -4560328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4560329.500000 Penalty: 5006.492676
	Iteration 57Q: 3 clusters Score -4560330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4560326.000000 Penalty: 5006.492676
	Iteration 58Q: 3 clusters Score -4560326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4560321.500000 Penalty: 5006.492676
	Iteration 59Q: 3 clusters Score -4560322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4560325.500000 Penalty: 5006.492676
	Iteration 60F: 3 clusters Score -4560326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4560334.000000 Penalty: 5006.492676
	Iteration 61Q: 3 clusters Score -4560334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4560337.000000 Penalty: 5006.492676
	Iteration 62Q: 3 clusters Score -4560337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4560335.500000 Penalty: 5006.492676
	Iteration 63Q: 3 clusters Score -4560336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4560338.000000 Penalty: 5006.492676
	Iteration 64Q: 3 clusters Score -4560338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4560340.500000 Penalty: 5006.492676
	Iteration 65Q: 3 clusters Score -4560340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4560352.000000 Penalty: 5006.492676
	Iteration 66Q: 3 clusters Score -4560352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4560347.500000 Penalty: 5006.492676
	Iteration 67Q: 3 clusters Score -4560348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4560350.000000 Penalty: 5006.492676
	Iteration 68Q: 3 clusters Score -4560350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4560350.000000 Penalty: 5006.492676
	Iteration 69Q: 3 clusters Score -4560350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4560356.500000 Penalty: 5006.492676
	Iteration 70Q: 3 clusters Score -4560356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4560353.500000 Penalty: 5006.492676
	Iteration 71Q: 3 clusters Score -4560354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4560348.000000 Penalty: 5006.492676
	Iteration 72Q: 3 clusters Score -4560348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4560354.500000 Penalty: 5006.492676
	Iteration 73Q: 3 clusters Score -4560354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4560362.500000 Penalty: 5006.492676
	Iteration 74Q: 3 clusters Score -4560362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4560364.000000 Penalty: 5006.492676
	Iteration 75Q: 3 clusters Score -4560364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4560364.000000 Penalty: 5006.492676
	Iteration 76Q: 3 clusters Score -4560364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -4560366.500000 Penalty: 5006.492676
	Iteration 77Q: 3 clusters Score -4560366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4560358.500000 Penalty: 5006.492676
	Iteration 78Q: 3 clusters Score -4560358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4560363.500000 Penalty: 5006.492676
	Iteration 79Q: 3 clusters Score -4560364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4560361.500000 Penalty: 5006.492676
	Iteration 80F: 3 clusters Score -4560362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4560358.000000 Penalty: 5006.492676
	Iteration 81Q: 3 clusters Score -4560358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4560354.000000 Penalty: 5006.492676
	Iteration 82Q: 3 clusters Score -4560354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4560360.000000 Penalty: 5006.492676
	Iteration 83Q: 3 clusters Score -4560360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4560360.000000 Penalty: 5006.492676
	Iteration 84Q: 3 clusters Score -4560360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4560360.500000 Penalty: 5006.492676
	Iteration 85Q: 3 clusters Score -4560360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4560364.000000 Penalty: 5006.492676
	Iteration 86Q: 3 clusters Score -4560364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4560368.500000 Penalty: 5006.492676
	Iteration 87Q: 3 clusters Score -4560368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4560365.500000 Penalty: 5006.492676
	Iteration 88Q: 3 clusters Score -4560366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4560367.500000 Penalty: 5006.492676
	Iteration 89Q: 3 clusters Score -4560368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4560369.500000 Penalty: 5006.492676
	Iteration 90Q: 3 clusters Score -4560370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4560362.000000 Penalty: 5006.492676
	Iteration 91Q: 3 clusters Score -4560362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4560372.000000 Penalty: 5006.492676
	Iteration 92Q: 3 clusters Score -4560372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4560364.000000 Penalty: 5006.492676
	Iteration 93Q: 3 clusters Score -4560364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4560368.500000 Penalty: 5006.492676
	Iteration 94Q: 3 clusters Score -4560368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4560361.500000 Penalty: 5006.492676
	Iteration 95Q: 3 clusters Score -4560362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4560358.000000 Penalty: 5006.492676
	Iteration 96Q: 3 clusters Score -4560358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4560361.000000 Penalty: 5006.492676
	Iteration 97Q: 3 clusters Score -4560361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4560363.500000 Penalty: 5006.492676
	Iteration 98Q: 3 clusters Score -4560364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4560374.500000 Penalty: 5006.492676
	Iteration 99Q: 3 clusters Score -4560374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4560382.000000 Penalty: 5006.492676
	Iteration 100F: 3 clusters Score -4560382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4560382.000000 Penalty: 5006.492676
	Iteration 101Q: 3 clusters Score -4560382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4560386.000000 Penalty: 5006.492676
	Iteration 102Q: 3 clusters Score -4560386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4560386.000000 Penalty: 5006.492676
	Iteration 103Q: 3 clusters Score -4560386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4560389.500000 Penalty: 5006.492676
	Iteration 104Q: 3 clusters Score -4560390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4560389.000000 Penalty: 5006.492676
	Iteration 105Q: 3 clusters Score -4560389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4560394.000000 Penalty: 5006.492676
	Iteration 106Q: 3 clusters Score -4560394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4560396.000000 Penalty: 5006.492676
	Iteration 107Q: 3 clusters Score -4560396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4560405.000000 Penalty: 5006.492676
	Iteration 108Q: 3 clusters Score -4560405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4560404.500000 Penalty: 5006.492676
	Iteration 109Q: 3 clusters Score -4560404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4560418.000000 Penalty: 5006.492676
	Iteration 110Q: 3 clusters Score -4560418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4560422.500000 Penalty: 5006.492676
	Iteration 111Q: 3 clusters Score -4560422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4560420.000000 Penalty: 5006.492676
	Iteration 112Q: 3 clusters Score -4560420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4560421.000000 Penalty: 5006.492676
	Iteration 113Q: 3 clusters Score -4560421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4560419.500000 Penalty: 5006.492676
	Iteration 114Q: 3 clusters Score -4560420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4560426.000000 Penalty: 5006.492676
	Iteration 115Q: 3 clusters Score -4560426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4560432.000000 Penalty: 5006.492676
	Iteration 116Q: 3 clusters Score -4560432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4560432.500000 Penalty: 5006.492676
	Iteration 117Q: 3 clusters Score -4560432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4560431.500000 Penalty: 5006.492676
	Iteration 118Q: 3 clusters Score -4560432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4560439.000000 Penalty: 5006.492676
	Iteration 119Q: 3 clusters Score -4560439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4560427.000000 Penalty: 5006.492676
	Iteration 120F: 3 clusters Score -4560427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4560425.000000 Penalty: 5006.492676
	Iteration 121Q: 3 clusters Score -4560425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4560420.500000 Penalty: 5006.492676
	Iteration 122Q: 3 clusters Score -4560420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4560428.000000 Penalty: 5006.492676
	Iteration 123Q: 3 clusters Score -4560428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4560428.500000 Penalty: 5006.492676
	Iteration 124Q: 3 clusters Score -4560428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4560431.500000 Penalty: 5006.492676
	Iteration 125Q: 3 clusters Score -4560432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4560426.000000 Penalty: 5006.492676
	Iteration 126Q: 3 clusters Score -4560426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4560431.000000 Penalty: 5006.492676
	Iteration 127Q: 3 clusters Score -4560431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -4560433.500000 Penalty: 5006.492676
	Iteration 128Q: 3 clusters Score -4560434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4560433.000000 Penalty: 5006.492676
	Iteration 129Q: 3 clusters Score -4560433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4560436.000000 Penalty: 5006.492676
	Iteration 130Q: 3 clusters Score -4560436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4560439.000000 Penalty: 5006.492676
	Iteration 131Q: 3 clusters Score -4560439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4560436.500000 Penalty: 5006.492676
	Iteration 132Q: 3 clusters Score -4560436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4560436.500000 Penalty: 5006.492676
	Iteration 133F: 3 clusters Score -4560436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1986321.875000 Penalty: 2287.098145
	Iteration 0F: 2 clusters Score -1986322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1978614.875000 Penalty: 4574.196289
	Iteration 0F: 3 clusters Score -1978615 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1980769.500000 Penalty: 4574.196289
	Iteration 1F: 3 clusters Score -1980770 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1981058.125000 Penalty: 4574.196289
	Iteration 2F: 3 clusters Score -1981058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1981290.875000 Penalty: 4574.196289
	Iteration 3Q: 3 clusters Score -1981291 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1981477.625000 Penalty: 4574.196289
	Iteration 4Q: 3 clusters Score -1981478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1981667.125000 Penalty: 4574.196289
	Iteration 5Q: 3 clusters Score -1981667 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1981852.250000 Penalty: 4574.196289
	Iteration 6Q: 3 clusters Score -1981852 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1982067.125000 Penalty: 4574.196289
	Iteration 7Q: 3 clusters Score -1982067 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1982331.250000 Penalty: 4574.196289
	Iteration 8Q: 3 clusters Score -1982331 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1982606.875000 Penalty: 4574.196289
	Iteration 9Q: 3 clusters Score -1982607 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1982907.875000 Penalty: 4574.196289
	Iteration 10Q: 3 clusters Score -1982908 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1983197.125000 Penalty: 4574.196289
	Iteration 11Q: 3 clusters Score -1983197 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1983437.250000 Penalty: 4574.196289
	Iteration 12Q: 3 clusters Score -1983437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1983658.625000 Penalty: 4574.196289
	Iteration 13Q: 3 clusters Score -1983659 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1983815.125000 Penalty: 4574.196289
	Iteration 14Q: 3 clusters Score -1983815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1983938.875000 Penalty: 4574.196289
	Iteration 15Q: 3 clusters Score -1983939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1984043.250000 Penalty: 4574.196289
	Iteration 16Q: 3 clusters Score -1984043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1984110.125000 Penalty: 4574.196289
	Iteration 17Q: 3 clusters Score -1984110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1984161.750000 Penalty: 4574.196289
	Iteration 18Q: 3 clusters Score -1984162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1984201.625000 Penalty: 4574.196289
	Iteration 19Q: 3 clusters Score -1984202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1984239.250000 Penalty: 4574.196289
	Iteration 20F: 3 clusters Score -1984239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1984254.375000 Penalty: 4574.196289
	Iteration 21Q: 3 clusters Score -1984254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1984259.250000 Penalty: 4574.196289
	Iteration 22Q: 3 clusters Score -1984259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1984269.250000 Penalty: 4574.196289
	Iteration 23Q: 3 clusters Score -1984269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1984278.500000 Penalty: 4574.196289
	Iteration 24Q: 3 clusters Score -1984278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1984281.625000 Penalty: 4574.196289
	Iteration 25Q: 3 clusters Score -1984282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1984286.625000 Penalty: 4574.196289
	Iteration 26Q: 3 clusters Score -1984287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1984288.125000 Penalty: 4574.196289
	Iteration 27Q: 3 clusters Score -1984288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1984294.500000 Penalty: 4574.196289
	Iteration 28Q: 3 clusters Score -1984294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1984300.250000 Penalty: 4574.196289
	Iteration 29Q: 3 clusters Score -1984300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1984302.250000 Penalty: 4574.196289
	Iteration 30Q: 3 clusters Score -1984302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1984308.875000 Penalty: 4574.196289
	Iteration 31Q: 3 clusters Score -1984309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1984310.250000 Penalty: 4574.196289
	Iteration 32Q: 3 clusters Score -1984310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1984315.625000 Penalty: 4574.196289
	Iteration 33Q: 3 clusters Score -1984316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1984324.375000 Penalty: 4574.196289
	Iteration 34Q: 3 clusters Score -1984324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1984324.375000 Penalty: 4574.196289
	Iteration 35F: 3 clusters Score -1984324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Entering Unmasked Estep 
Score: -4066144.750000 Penalty: 2464.632324
	Iteration 0F: 2 clusters Score -4066145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -4054201.000000 Penalty: 4929.264648
	Iteration 0F: 3 clusters Score -4054201 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4059096.500000 Penalty: 4929.264648
	Iteration 1F: 3 clusters Score -4059096 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4059460.250000 Penalty: 4929.264648
	Iteration 2F: 3 clusters Score -4059460 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4059760.250000 Penalty: 4929.264648
	Iteration 3Q: 3 clusters Score -4059760 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4059992.000000 Penalty: 4929.264648
	Iteration 4Q: 3 clusters Score -4059992 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4060223.250000 Penalty: 4929.264648
	Iteration 5Q: 3 clusters Score -4060223 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4060522.750000 Penalty: 4929.264648
	Iteration 6Q: 3 clusters Score -4060523 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4060914.500000 Penalty: 4929.264648
	Iteration 7Q: 3 clusters Score -4060914 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4061375.250000 Penalty: 4929.264648
	Iteration 8Q: 3 clusters Score -4061375 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4062019.500000 Penalty: 4929.264648
	Iteration 9Q: 3 clusters Score -4062020 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4062788.500000 Penalty: 4929.264648
	Iteration 10F: 3 clusters Score -4062788 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4063665.750000 Penalty: 4929.264648
	Iteration 11F: 3 clusters Score -4063666 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -4064534.500000 Penalty: 4929.264648
	Iteration 12F: 3 clusters Score -4064534 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4065157.500000 Penalty: 4929.264648
	Iteration 13Q: 3 clusters Score -4065158 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4065527.000000 Penalty: 4929.264648
	Iteration 14Q: 3 clusters Score -4065527 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4065771.000000 Penalty: 4929.264648
	Iteration 15Q: 3 clusters Score -4065771 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4065961.000000 Penalty: 4929.264648
	Iteration 16Q: 3 clusters Score -4065961 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4066077.750000 Penalty: 4929.264648
	Iteration 17Q: 3 clusters Score -4066078 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4066148.000000 Penalty: 4929.264648
	Iteration 18Q: 3 clusters Score -4066148 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -4066220.250000 Penalty: 4929.264648
	Iteration 19Q: 3 clusters Score -4066220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4066273.000000 Penalty: 4929.264648
	Iteration 20F: 3 clusters Score -4066273 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4066300.000000 Penalty: 4929.264648
	Iteration 21Q: 3 clusters Score -4066300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4066309.750000 Penalty: 4929.264648
	Iteration 22Q: 3 clusters Score -4066310 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4066352.000000 Penalty: 4929.264648
	Iteration 23Q: 3 clusters Score -4066352 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4066350.250000 Penalty: 4929.264648
	Iteration 24Q: 3 clusters Score -4066350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4066377.500000 Penalty: 4929.264648
	Iteration 25Q: 3 clusters Score -4066378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4066374.500000 Penalty: 4929.264648
	Iteration 26Q: 3 clusters Score -4066374 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -4066388.000000 Penalty: 4929.264648
	Iteration 27Q: 3 clusters Score -4066388 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4066400.000000 Penalty: 4929.264648
	Iteration 28Q: 3 clusters Score -4066400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4066399.500000 Penalty: 4929.264648
	Iteration 29Q: 3 clusters Score -4066400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4066416.250000 Penalty: 4929.264648
	Iteration 30Q: 3 clusters Score -4066416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4066419.000000 Penalty: 4929.264648
	Iteration 31Q: 3 clusters Score -4066419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4066433.500000 Penalty: 4929.264648
	Iteration 32Q: 3 clusters Score -4066434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4066437.250000 Penalty: 4929.264648
	Iteration 33Q: 3 clusters Score -4066437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4066446.750000 Penalty: 4929.264648
	Iteration 34Q: 3 clusters Score -4066447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4066446.500000 Penalty: 4929.264648
	Iteration 35Q: 3 clusters Score -4066446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4066449.500000 Penalty: 4929.264648
	Iteration 36Q: 3 clusters Score -4066450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -4066449.750000 Penalty: 4929.264648
	Iteration 37Q: 3 clusters Score -4066450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4066437.250000 Penalty: 4929.264648
	Iteration 38Q: 3 clusters Score -4066437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4066441.500000 Penalty: 4929.264648
	Iteration 39Q: 3 clusters Score -4066442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4066452.250000 Penalty: 4929.264648
	Iteration 40F: 3 clusters Score -4066452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -4066451.000000 Penalty: 4929.264648
	Iteration 41Q: 3 clusters Score -4066451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -4066445.250000 Penalty: 4929.264648
	Iteration 42Q: 3 clusters Score -4066445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4066447.250000 Penalty: 4929.264648
	Iteration 43Q: 3 clusters Score -4066447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4066442.000000 Penalty: 4929.264648
	Iteration 44Q: 3 clusters Score -4066442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4066441.000000 Penalty: 4929.264648
	Iteration 45Q: 3 clusters Score -4066441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4066439.250000 Penalty: 4929.264648
	Iteration 46Q: 3 clusters Score -4066439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4066439.500000 Penalty: 4929.264648
	Iteration 47Q: 3 clusters Score -4066440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4066439.000000 Penalty: 4929.264648
	Iteration 48Q: 3 clusters Score -4066439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4066450.500000 Penalty: 4929.264648
	Iteration 49Q: 3 clusters Score -4066450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -4066450.250000 Penalty: 4929.264648
	Iteration 50Q: 3 clusters Score -4066450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -4066447.000000 Penalty: 4929.264648
	Iteration 51Q: 3 clusters Score -4066447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4066448.750000 Penalty: 4929.264648
	Iteration 52Q: 3 clusters Score -4066449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4066453.500000 Penalty: 4929.264648
	Iteration 53Q: 3 clusters Score -4066454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4066453.500000 Penalty: 4929.264648
	Iteration 54Q: 3 clusters Score -4066454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4066455.000000 Penalty: 4929.264648
	Iteration 55Q: 3 clusters Score -4066455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4066449.000000 Penalty: 4929.264648
	Iteration 56Q: 3 clusters Score -4066449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4066450.250000 Penalty: 4929.264648
	Iteration 57Q: 3 clusters Score -4066450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4066449.750000 Penalty: 4929.264648
	Iteration 58Q: 3 clusters Score -4066450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4066450.000000 Penalty: 4929.264648
	Iteration 59Q: 3 clusters Score -4066450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4066452.500000 Penalty: 4929.264648
	Iteration 60F: 3 clusters Score -4066452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4066452.000000 Penalty: 4929.264648
	Iteration 61Q: 3 clusters Score -4066452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4066451.750000 Penalty: 4929.264648
	Iteration 62Q: 3 clusters Score -4066452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4066451.750000 Penalty: 4929.264648
	Iteration 63F: 3 clusters Score -4066452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 38273 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 9152 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22125 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 11551 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 37201 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 20099 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9881 members 
Mstep: Class 30 contains 20316 members 
Mstep: Class 31 contains 4930 members 
Mstep: Class 32 contains 18874 members 
Mstep: Class 33 contains 20115 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
Score: -87202224.000000 Penalty: 110135.960938
Splitting cluster 15 changes total score from -87202288.000000 to -87202224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -856294.250000 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -856294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -852019.437500 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -852019.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -852956.812500 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -852956.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -853149.187500 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -853149.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -853256.687500 Penalty: 4186.395020
	Iteration 3Q: 3 clusters Score -853256.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -853319.000000 Penalty: 4186.395020
	Iteration 4Q: 3 clusters Score -853319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -853372.250000 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -853372.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -853409.375000 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -853409.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -853444.500000 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -853444.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -853463.937500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -853463.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -853488.625000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -853488.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -853513.875000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -853513.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -853535.000000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -853535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -853554.187500 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -853554.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -853572.000000 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -853572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -853589.312500 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -853589.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -853603.125000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -853603.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -853621.562500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -853621.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -853638.312500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -853638.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -853655.875000 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -853655.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -853671.875000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -853671.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -853696.562500 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -853696.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -853735.937500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -853735.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -853782.687500 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -853782.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -853836.062500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -853836.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -853906.500000 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -853906.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -853991.750000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -853991.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -854075.062500 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -854075.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -854156.625000 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -854156.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -854254.125000 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -854254.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -854331.312500 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -854331.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -854390.187500 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -854390.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -854437.062500 Penalty: 4186.395020
	Iteration 31Q: 3 clusters Score -854437.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -854472.812500 Penalty: 4186.395020
	Iteration 32Q: 3 clusters Score -854472.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -854510.437500 Penalty: 4186.395020
	Iteration 33Q: 3 clusters Score -854510.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -854537.000000 Penalty: 4186.395020
	Iteration 34Q: 3 clusters Score -854537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -854550.500000 Penalty: 4186.395020
	Iteration 35Q: 3 clusters Score -854550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -854556.562500 Penalty: 4186.395020
	Iteration 36Q: 3 clusters Score -854556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -854561.250000 Penalty: 4186.395020
	Iteration 37Q: 3 clusters Score -854561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -854567.750000 Penalty: 4186.395020
	Iteration 38Q: 3 clusters Score -854567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -854572.937500 Penalty: 4186.395020
	Iteration 39Q: 3 clusters Score -854572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -854579.000000 Penalty: 4186.395020
	Iteration 40F: 3 clusters Score -854579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -854587.875000 Penalty: 4186.395020
	Iteration 41Q: 3 clusters Score -854587.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -854597.625000 Penalty: 4186.395020
	Iteration 42Q: 3 clusters Score -854597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -854603.062500 Penalty: 4186.395020
	Iteration 43Q: 3 clusters Score -854603.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -854608.937500 Penalty: 4186.395020
	Iteration 44Q: 3 clusters Score -854608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -854609.750000 Penalty: 4186.395020
	Iteration 45Q: 3 clusters Score -854609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854613.000000 Penalty: 4186.395020
	Iteration 46Q: 3 clusters Score -854613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -854612.625000 Penalty: 4186.395020
	Iteration 47Q: 3 clusters Score -854612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -854614.187500 Penalty: 4186.395020
	Iteration 48Q: 3 clusters Score -854614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -854613.812500 Penalty: 4186.395020
	Iteration 49Q: 3 clusters Score -854613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -854615.000000 Penalty: 4186.395020
	Iteration 50Q: 3 clusters Score -854615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -854615.000000 Penalty: 4186.395020
	Iteration 51F: 3 clusters Score -854615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Entering Unmasked Estep 
Score: -5437835.000000 Penalty: 2548.708252
	Iteration 0F: 2 clusters Score -5437835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5418664.000000 Penalty: 5097.416504
	Iteration 0F: 3 clusters Score -5418664 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5425723.500000 Penalty: 5097.416504
	Iteration 1F: 3 clusters Score -5425724 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5426198.000000 Penalty: 5097.416504
	Iteration 2Q: 3 clusters Score -5426198 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5426635.000000 Penalty: 5097.416504
	Iteration 3Q: 3 clusters Score -5426635 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5427133.000000 Penalty: 5097.416504
	Iteration 4Q: 3 clusters Score -5427133 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5427689.000000 Penalty: 5097.416504
	Iteration 5Q: 3 clusters Score -5427689 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -5428344.000000 Penalty: 5097.416504
	Iteration 6Q: 3 clusters Score -5428344 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -5429220.500000 Penalty: 5097.416504
	Iteration 7Q: 3 clusters Score -5429220 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -5430175.000000 Penalty: 5097.416504
	Iteration 8Q: 3 clusters Score -5430175 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5431167.000000 Penalty: 5097.416504
	Iteration 9Q: 3 clusters Score -5431167 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -5432040.000000 Penalty: 5097.416504
	Iteration 10Q: 3 clusters Score -5432040 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5432713.000000 Penalty: 5097.416504
	Iteration 11Q: 3 clusters Score -5432713 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -5433090.500000 Penalty: 5097.416504
	Iteration 12Q: 3 clusters Score -5433090 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -5433329.500000 Penalty: 5097.416504
	Iteration 13Q: 3 clusters Score -5433330 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -5433501.000000 Penalty: 5097.416504
	Iteration 14Q: 3 clusters Score -5433501 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5433606.000000 Penalty: 5097.416504
	Iteration 15Q: 3 clusters Score -5433606 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5433640.500000 Penalty: 5097.416504
	Iteration 16Q: 3 clusters Score -5433640 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -5433686.500000 Penalty: 5097.416504
	Iteration 17Q: 3 clusters Score -5433686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5433709.000000 Penalty: 5097.416504
	Iteration 18Q: 3 clusters Score -5433709 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -5433733.500000 Penalty: 5097.416504
	Iteration 19Q: 3 clusters Score -5433734 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5433746.000000 Penalty: 5097.416504
	Iteration 20F: 3 clusters Score -5433746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5433772.500000 Penalty: 5097.416504
	Iteration 21Q: 3 clusters Score -5433772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -5433778.000000 Penalty: 5097.416504
	Iteration 22Q: 3 clusters Score -5433778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -5433798.000000 Penalty: 5097.416504
	Iteration 23Q: 3 clusters Score -5433798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -5433802.500000 Penalty: 5097.416504
	Iteration 24Q: 3 clusters Score -5433802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5433814.500000 Penalty: 5097.416504
	Iteration 25Q: 3 clusters Score -5433814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5433814.500000 Penalty: 5097.416504
	Iteration 26Q: 3 clusters Score -5433814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5433814.000000 Penalty: 5097.416504
	Iteration 27Q: 3 clusters Score -5433814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -5433834.500000 Penalty: 5097.416504
	Iteration 28Q: 3 clusters Score -5433834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -5433835.500000 Penalty: 5097.416504
	Iteration 29Q: 3 clusters Score -5433836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -5433844.000000 Penalty: 5097.416504
	Iteration 30Q: 3 clusters Score -5433844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -5433842.500000 Penalty: 5097.416504
	Iteration 31Q: 3 clusters Score -5433842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5433839.500000 Penalty: 5097.416504
	Iteration 32Q: 3 clusters Score -5433840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -5433858.500000 Penalty: 5097.416504
	Iteration 33Q: 3 clusters Score -5433858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -5433870.500000 Penalty: 5097.416504
	Iteration 34Q: 3 clusters Score -5433870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5433871.000000 Penalty: 5097.416504
	Iteration 35Q: 3 clusters Score -5433871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5433878.000000 Penalty: 5097.416504
	Iteration 36Q: 3 clusters Score -5433878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -5433872.000000 Penalty: 5097.416504
	Iteration 37Q: 3 clusters Score -5433872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5433882.000000 Penalty: 5097.416504
	Iteration 38Q: 3 clusters Score -5433882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -5433898.000000 Penalty: 5097.416504
	Iteration 39Q: 3 clusters Score -5433898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -5433911.500000 Penalty: 5097.416504
	Iteration 40F: 3 clusters Score -5433912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5433913.500000 Penalty: 5097.416504
	Iteration 41Q: 3 clusters Score -5433914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5433911.000000 Penalty: 5097.416504
	Iteration 42Q: 3 clusters Score -5433911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -5433918.500000 Penalty: 5097.416504
	Iteration 43Q: 3 clusters Score -5433918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5433923.500000 Penalty: 5097.416504
	Iteration 44Q: 3 clusters Score -5433924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5433922.500000 Penalty: 5097.416504
	Iteration 45Q: 3 clusters Score -5433922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5433917.000000 Penalty: 5097.416504
	Iteration 46Q: 3 clusters Score -5433917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5433920.000000 Penalty: 5097.416504
	Iteration 47Q: 3 clusters Score -5433920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -5433926.500000 Penalty: 5097.416504
	Iteration 48Q: 3 clusters Score -5433926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5433929.000000 Penalty: 5097.416504
	Iteration 49Q: 3 clusters Score -5433929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -5433930.500000 Penalty: 5097.416504
	Iteration 50Q: 3 clusters Score -5433930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -5433930.000000 Penalty: 5097.416504
	Iteration 51Q: 3 clusters Score -5433930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5433936.000000 Penalty: 5097.416504
	Iteration 52Q: 3 clusters Score -5433936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5433944.000000 Penalty: 5097.416504
	Iteration 53Q: 3 clusters Score -5433944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -5433955.000000 Penalty: 5097.416504
	Iteration 54Q: 3 clusters Score -5433955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5433962.000000 Penalty: 5097.416504
	Iteration 55Q: 3 clusters Score -5433962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -5433962.000000 Penalty: 5097.416504
	Iteration 56Q: 3 clusters Score -5433962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -5433972.500000 Penalty: 5097.416504
	Iteration 57Q: 3 clusters Score -5433972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5433988.500000 Penalty: 5097.416504
	Iteration 58Q: 3 clusters Score -5433988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5433999.000000 Penalty: 5097.416504
	Iteration 59Q: 3 clusters Score -5433999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -5434020.000000 Penalty: 5097.416504
	Iteration 60F: 3 clusters Score -5434020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -5434026.500000 Penalty: 5097.416504
	Iteration 61Q: 3 clusters Score -5434026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -5434043.000000 Penalty: 5097.416504
	Iteration 62Q: 3 clusters Score -5434043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -5434041.000000 Penalty: 5097.416504
	Iteration 63Q: 3 clusters Score -5434041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -5434044.500000 Penalty: 5097.416504
	Iteration 64Q: 3 clusters Score -5434044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -5434058.000000 Penalty: 5097.416504
	Iteration 65Q: 3 clusters Score -5434058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5434067.500000 Penalty: 5097.416504
	Iteration 66Q: 3 clusters Score -5434068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -5434067.000000 Penalty: 5097.416504
	Iteration 67Q: 3 clusters Score -5434067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -5434063.500000 Penalty: 5097.416504
	Iteration 68Q: 3 clusters Score -5434064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5434061.000000 Penalty: 5097.416504
	Iteration 69Q: 3 clusters Score -5434061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -5434064.500000 Penalty: 5097.416504
	Iteration 70Q: 3 clusters Score -5434064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -5434076.500000 Penalty: 5097.416504
	Iteration 71Q: 3 clusters Score -5434076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5434087.500000 Penalty: 5097.416504
	Iteration 72Q: 3 clusters Score -5434088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5434086.500000 Penalty: 5097.416504
	Iteration 73Q: 3 clusters Score -5434086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5434084.000000 Penalty: 5097.416504
	Iteration 74Q: 3 clusters Score -5434084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5434092.000000 Penalty: 5097.416504
	Iteration 75Q: 3 clusters Score -5434092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5434100.500000 Penalty: 5097.416504
	Iteration 76Q: 3 clusters Score -5434100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5434094.500000 Penalty: 5097.416504
	Iteration 77Q: 3 clusters Score -5434094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5434101.500000 Penalty: 5097.416504
	Iteration 78Q: 3 clusters Score -5434102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5434101.500000 Penalty: 5097.416504
	Iteration 79Q: 3 clusters Score -5434102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5434105.500000 Penalty: 5097.416504
	Iteration 80F: 3 clusters Score -5434106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5434092.000000 Penalty: 5097.416504
	Iteration 81Q: 3 clusters Score -5434092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -5434098.000000 Penalty: 5097.416504
	Iteration 82Q: 3 clusters Score -5434098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -5434114.000000 Penalty: 5097.416504
	Iteration 83Q: 3 clusters Score -5434114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -5434118.500000 Penalty: 5097.416504
	Iteration 84Q: 3 clusters Score -5434118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5434127.500000 Penalty: 5097.416504
	Iteration 85Q: 3 clusters Score -5434128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5434132.500000 Penalty: 5097.416504
	Iteration 86Q: 3 clusters Score -5434132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5434140.000000 Penalty: 5097.416504
	Iteration 87Q: 3 clusters Score -5434140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -5434133.000000 Penalty: 5097.416504
	Iteration 88Q: 3 clusters Score -5434133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -5434147.500000 Penalty: 5097.416504
	Iteration 89Q: 3 clusters Score -5434148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5434151.500000 Penalty: 5097.416504
	Iteration 90Q: 3 clusters Score -5434152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5434160.000000 Penalty: 5097.416504
	Iteration 91Q: 3 clusters Score -5434160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -5434158.500000 Penalty: 5097.416504
	Iteration 92Q: 3 clusters Score -5434158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5434151.500000 Penalty: 5097.416504
	Iteration 93Q: 3 clusters Score -5434152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -5434160.500000 Penalty: 5097.416504
	Iteration 94Q: 3 clusters Score -5434160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -5434169.500000 Penalty: 5097.416504
	Iteration 95Q: 3 clusters Score -5434170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -5434169.500000 Penalty: 5097.416504
	Iteration 96Q: 3 clusters Score -5434170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5434175.500000 Penalty: 5097.416504
	Iteration 97Q: 3 clusters Score -5434176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -5434181.500000 Penalty: 5097.416504
	Iteration 98Q: 3 clusters Score -5434182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -5434184.000000 Penalty: 5097.416504
	Iteration 99Q: 3 clusters Score -5434184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5434187.500000 Penalty: 5097.416504
	Iteration 100F: 3 clusters Score -5434188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -5434187.000000 Penalty: 5097.416504
	Iteration 101Q: 3 clusters Score -5434187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5434184.000000 Penalty: 5097.416504
	Iteration 102Q: 3 clusters Score -5434184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -5434197.000000 Penalty: 5097.416504
	Iteration 103Q: 3 clusters Score -5434197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -5434199.500000 Penalty: 5097.416504
	Iteration 104Q: 3 clusters Score -5434200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -5434211.500000 Penalty: 5097.416504
	Iteration 105Q: 3 clusters Score -5434212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5434223.500000 Penalty: 5097.416504
	Iteration 106Q: 3 clusters Score -5434224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5434239.500000 Penalty: 5097.416504
	Iteration 107Q: 3 clusters Score -5434240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5434254.000000 Penalty: 5097.416504
	Iteration 108Q: 3 clusters Score -5434254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5434251.500000 Penalty: 5097.416504
	Iteration 109Q: 3 clusters Score -5434252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5434274.500000 Penalty: 5097.416504
	Iteration 110Q: 3 clusters Score -5434274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -5434291.000000 Penalty: 5097.416504
	Iteration 111Q: 3 clusters Score -5434291 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5434305.000000 Penalty: 5097.416504
	Iteration 112Q: 3 clusters Score -5434305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5434310.500000 Penalty: 5097.416504
	Iteration 113Q: 3 clusters Score -5434310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5434317.500000 Penalty: 5097.416504
	Iteration 114Q: 3 clusters Score -5434318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5434344.000000 Penalty: 5097.416504
	Iteration 115Q: 3 clusters Score -5434344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -5434377.500000 Penalty: 5097.416504
	Iteration 116Q: 3 clusters Score -5434378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5434397.500000 Penalty: 5097.416504
	Iteration 117Q: 3 clusters Score -5434398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5434403.000000 Penalty: 5097.416504
	Iteration 118Q: 3 clusters Score -5434403 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -5434420.000000 Penalty: 5097.416504
	Iteration 119Q: 3 clusters Score -5434420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5434454.000000 Penalty: 5097.416504
	Iteration 120F: 3 clusters Score -5434454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5434473.500000 Penalty: 5097.416504
	Iteration 121Q: 3 clusters Score -5434474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5434478.000000 Penalty: 5097.416504
	Iteration 122Q: 3 clusters Score -5434478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5434498.000000 Penalty: 5097.416504
	Iteration 123Q: 3 clusters Score -5434498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -5434529.500000 Penalty: 5097.416504
	Iteration 124Q: 3 clusters Score -5434530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5434555.500000 Penalty: 5097.416504
	Iteration 125Q: 3 clusters Score -5434556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5434580.000000 Penalty: 5097.416504
	Iteration 126Q: 3 clusters Score -5434580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5434604.000000 Penalty: 5097.416504
	Iteration 127Q: 3 clusters Score -5434604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5434651.000000 Penalty: 5097.416504
	Iteration 128Q: 3 clusters Score -5434651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -5434698.500000 Penalty: 5097.416504
	Iteration 129Q: 3 clusters Score -5434698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5434731.500000 Penalty: 5097.416504
	Iteration 130Q: 3 clusters Score -5434732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5434769.000000 Penalty: 5097.416504
	Iteration 131Q: 3 clusters Score -5434769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5434815.000000 Penalty: 5097.416504
	Iteration 132Q: 3 clusters Score -5434815 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5434851.500000 Penalty: 5097.416504
	Iteration 133Q: 3 clusters Score -5434852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5434881.000000 Penalty: 5097.416504
	Iteration 134Q: 3 clusters Score -5434881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5434909.500000 Penalty: 5097.416504
	Iteration 135Q: 3 clusters Score -5434910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5434930.500000 Penalty: 5097.416504
	Iteration 136Q: 3 clusters Score -5434930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5434973.500000 Penalty: 5097.416504
	Iteration 137Q: 3 clusters Score -5434974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5434996.000000 Penalty: 5097.416504
	Iteration 138Q: 3 clusters Score -5434996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5435016.000000 Penalty: 5097.416504
	Iteration 139Q: 3 clusters Score -5435016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5435047.000000 Penalty: 5097.416504
	Iteration 140F: 3 clusters Score -5435047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5435061.000000 Penalty: 5097.416504
	Iteration 141Q: 3 clusters Score -5435061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5435094.000000 Penalty: 5097.416504
	Iteration 142Q: 3 clusters Score -5435094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5435131.000000 Penalty: 5097.416504
	Iteration 143Q: 3 clusters Score -5435131 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5435133.500000 Penalty: 5097.416504
	Iteration 144Q: 3 clusters Score -5435134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5435171.000000 Penalty: 5097.416504
	Iteration 145Q: 3 clusters Score -5435171 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5435210.500000 Penalty: 5097.416504
	Iteration 146Q: 3 clusters Score -5435210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5435228.000000 Penalty: 5097.416504
	Iteration 147Q: 3 clusters Score -5435228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5435265.500000 Penalty: 5097.416504
	Iteration 148Q: 3 clusters Score -5435266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5435286.000000 Penalty: 5097.416504
	Iteration 149Q: 3 clusters Score -5435286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5435311.500000 Penalty: 5097.416504
	Iteration 150Q: 3 clusters Score -5435312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5435348.500000 Penalty: 5097.416504
	Iteration 151Q: 3 clusters Score -5435348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5435358.000000 Penalty: 5097.416504
	Iteration 152Q: 3 clusters Score -5435358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5435376.000000 Penalty: 5097.416504
	Iteration 153Q: 3 clusters Score -5435376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5435390.500000 Penalty: 5097.416504
	Iteration 154Q: 3 clusters Score -5435390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5435400.000000 Penalty: 5097.416504
	Iteration 155Q: 3 clusters Score -5435400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5435425.500000 Penalty: 5097.416504
	Iteration 156Q: 3 clusters Score -5435426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5435435.000000 Penalty: 5097.416504
	Iteration 157Q: 3 clusters Score -5435435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5435450.500000 Penalty: 5097.416504
	Iteration 158Q: 3 clusters Score -5435450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5435461.500000 Penalty: 5097.416504
	Iteration 159Q: 3 clusters Score -5435462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5435463.500000 Penalty: 5097.416504
	Iteration 160F: 3 clusters Score -5435464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5435470.000000 Penalty: 5097.416504
	Iteration 161Q: 3 clusters Score -5435470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5435481.500000 Penalty: 5097.416504
	Iteration 162Q: 3 clusters Score -5435482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5435487.500000 Penalty: 5097.416504
	Iteration 163Q: 3 clusters Score -5435488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5435500.000000 Penalty: 5097.416504
	Iteration 164Q: 3 clusters Score -5435500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5435501.500000 Penalty: 5097.416504
	Iteration 165Q: 3 clusters Score -5435502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5435507.000000 Penalty: 5097.416504
	Iteration 166Q: 3 clusters Score -5435507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5435518.500000 Penalty: 5097.416504
	Iteration 167Q: 3 clusters Score -5435518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5435524.000000 Penalty: 5097.416504
	Iteration 168Q: 3 clusters Score -5435524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5435521.000000 Penalty: 5097.416504
	Iteration 169Q: 3 clusters Score -5435521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5435534.000000 Penalty: 5097.416504
	Iteration 170Q: 3 clusters Score -5435534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5435537.500000 Penalty: 5097.416504
	Iteration 171Q: 3 clusters Score -5435538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5435540.000000 Penalty: 5097.416504
	Iteration 172Q: 3 clusters Score -5435540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5435546.000000 Penalty: 5097.416504
	Iteration 173Q: 3 clusters Score -5435546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5435557.000000 Penalty: 5097.416504
	Iteration 174Q: 3 clusters Score -5435557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5435558.500000 Penalty: 5097.416504
	Iteration 175Q: 3 clusters Score -5435558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5435562.000000 Penalty: 5097.416504
	Iteration 176Q: 3 clusters Score -5435562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5435570.500000 Penalty: 5097.416504
	Iteration 177Q: 3 clusters Score -5435570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5435576.000000 Penalty: 5097.416504
	Iteration 178Q: 3 clusters Score -5435576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5435569.500000 Penalty: 5097.416504
	Iteration 179Q: 3 clusters Score -5435570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5435579.000000 Penalty: 5097.416504
	Iteration 180F: 3 clusters Score -5435579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5435573.500000 Penalty: 5097.416504
	Iteration 181Q: 3 clusters Score -5435574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5435581.000000 Penalty: 5097.416504
	Iteration 182Q: 3 clusters Score -5435581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5435582.000000 Penalty: 5097.416504
	Iteration 183Q: 3 clusters Score -5435582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5435593.500000 Penalty: 5097.416504
	Iteration 184Q: 3 clusters Score -5435594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5435601.500000 Penalty: 5097.416504
	Iteration 185Q: 3 clusters Score -5435602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5435608.000000 Penalty: 5097.416504
	Iteration 186Q: 3 clusters Score -5435608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5435608.500000 Penalty: 5097.416504
	Iteration 187Q: 3 clusters Score -5435608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5435617.000000 Penalty: 5097.416504
	Iteration 188Q: 3 clusters Score -5435617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5435620.000000 Penalty: 5097.416504
	Iteration 189Q: 3 clusters Score -5435620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5435620.000000 Penalty: 5097.416504
	Iteration 190Q: 3 clusters Score -5435620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5435623.000000 Penalty: 5097.416504
	Iteration 191Q: 3 clusters Score -5435623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5435618.500000 Penalty: 5097.416504
	Iteration 192Q: 3 clusters Score -5435618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5435623.500000 Penalty: 5097.416504
	Iteration 193Q: 3 clusters Score -5435624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5435617.500000 Penalty: 5097.416504
	Iteration 194Q: 3 clusters Score -5435618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5435619.500000 Penalty: 5097.416504
	Iteration 195Q: 3 clusters Score -5435620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5435622.500000 Penalty: 5097.416504
	Iteration 196Q: 3 clusters Score -5435622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5435626.500000 Penalty: 5097.416504
	Iteration 197Q: 3 clusters Score -5435626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5435624.500000 Penalty: 5097.416504
	Iteration 198Q: 3 clusters Score -5435624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5435626.000000 Penalty: 5097.416504
	Iteration 199Q: 3 clusters Score -5435626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5435624.500000 Penalty: 5097.416504
	Iteration 200F: 3 clusters Score -5435624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5435629.500000 Penalty: 5097.416504
	Iteration 201Q: 3 clusters Score -5435630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5435628.000000 Penalty: 5097.416504
	Iteration 202Q: 3 clusters Score -5435628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5435628.000000 Penalty: 5097.416504
	Iteration 203F: 3 clusters Score -5435628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -87678.445312 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -87678.45 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 291 members 
Entering Unmasked Estep 
Score: -86319.898438 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86319.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86602.445312 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86602.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86690.937500 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -86690.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86779.750000 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -86779.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86908.304688 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -86908.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87001.601562 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -87001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87055.695312 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -87055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87137.125000 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -87137.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87160.820312 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -87160.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -87172.164062 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -87172.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87180.570312 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -87180.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87181.515625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -87181.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87181.515625 Penalty: 3123.366211
	Iteration 12F: 3 clusters Score -87181.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 143 members 
Entering Unmasked Estep 
Score: -46583.074219 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46583.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46715.570312 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46715.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46761.085938 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46761.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46768.746094 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46768.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46780.582031 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46780.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46786.222656 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46786.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46788.226562 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46788.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46788.226562 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -46788.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Entering Unmasked Estep 
Score: -4889886.500000 Penalty: 2526.014160
	Iteration 0F: 2 clusters Score -4889886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4872020.500000 Penalty: 5052.028320
	Iteration 0F: 3 clusters Score -4872020 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -4878129.500000 Penalty: 5052.028320
	Iteration 1F: 3 clusters Score -4878130 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4878618.500000 Penalty: 5052.028320
	Iteration 2Q: 3 clusters Score -4878618 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4879031.500000 Penalty: 5052.028320
	Iteration 3Q: 3 clusters Score -4879032 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4879509.000000 Penalty: 5052.028320
	Iteration 4Q: 3 clusters Score -4879509 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4880012.500000 Penalty: 5052.028320
	Iteration 5Q: 3 clusters Score -4880012 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4880736.000000 Penalty: 5052.028320
	Iteration 6Q: 3 clusters Score -4880736 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4881592.000000 Penalty: 5052.028320
	Iteration 7F: 3 clusters Score -4881592 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4882752.000000 Penalty: 5052.028320
	Iteration 8F: 3 clusters Score -4882752 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4884079.500000 Penalty: 5052.028320
	Iteration 9F: 3 clusters Score -4884080 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4885235.000000 Penalty: 5052.028320
	Iteration 10F: 3 clusters Score -4885235 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4886191.500000 Penalty: 5052.028320
	Iteration 11Q: 3 clusters Score -4886192 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4886894.000000 Penalty: 5052.028320
	Iteration 12Q: 3 clusters Score -4886894 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4887323.000000 Penalty: 5052.028320
	Iteration 13Q: 3 clusters Score -4887323 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4887565.000000 Penalty: 5052.028320
	Iteration 14Q: 3 clusters Score -4887565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4887681.500000 Penalty: 5052.028320
	Iteration 15Q: 3 clusters Score -4887682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4887743.500000 Penalty: 5052.028320
	Iteration 16Q: 3 clusters Score -4887744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4887789.000000 Penalty: 5052.028320
	Iteration 17Q: 3 clusters Score -4887789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4887806.500000 Penalty: 5052.028320
	Iteration 18Q: 3 clusters Score -4887806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4887816.500000 Penalty: 5052.028320
	Iteration 19Q: 3 clusters Score -4887816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4887827.000000 Penalty: 5052.028320
	Iteration 20F: 3 clusters Score -4887827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4887837.000000 Penalty: 5052.028320
	Iteration 21Q: 3 clusters Score -4887837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4887837.500000 Penalty: 5052.028320
	Iteration 22Q: 3 clusters Score -4887838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4887845.500000 Penalty: 5052.028320
	Iteration 23Q: 3 clusters Score -4887846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4887846.000000 Penalty: 5052.028320
	Iteration 24Q: 3 clusters Score -4887846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4887849.500000 Penalty: 5052.028320
	Iteration 25Q: 3 clusters Score -4887850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4887855.000000 Penalty: 5052.028320
	Iteration 26Q: 3 clusters Score -4887855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4887860.500000 Penalty: 5052.028320
	Iteration 27Q: 3 clusters Score -4887860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4887857.000000 Penalty: 5052.028320
	Iteration 28Q: 3 clusters Score -4887857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4887861.500000 Penalty: 5052.028320
	Iteration 29Q: 3 clusters Score -4887862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4887869.500000 Penalty: 5052.028320
	Iteration 30Q: 3 clusters Score -4887870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4887866.000000 Penalty: 5052.028320
	Iteration 31Q: 3 clusters Score -4887866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4887862.500000 Penalty: 5052.028320
	Iteration 32Q: 3 clusters Score -4887862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4887867.000000 Penalty: 5052.028320
	Iteration 33Q: 3 clusters Score -4887867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4887869.000000 Penalty: 5052.028320
	Iteration 34Q: 3 clusters Score -4887869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4887875.500000 Penalty: 5052.028320
	Iteration 35Q: 3 clusters Score -4887876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4887880.000000 Penalty: 5052.028320
	Iteration 36Q: 3 clusters Score -4887880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4887878.000000 Penalty: 5052.028320
	Iteration 37Q: 3 clusters Score -4887878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4887881.000000 Penalty: 5052.028320
	Iteration 38Q: 3 clusters Score -4887881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4887880.000000 Penalty: 5052.028320
	Iteration 39Q: 3 clusters Score -4887880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4887880.000000 Penalty: 5052.028320
	Iteration 40F: 3 clusters Score -4887880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Entering Unmasked Estep 
Score: -6958198.500000 Penalty: 2609.974609
	Iteration 0F: 2 clusters Score -6958198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -6935199.000000 Penalty: 5219.949219
	Iteration 0F: 3 clusters Score -6935199 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6944445.500000 Penalty: 5219.949219
	Iteration 1F: 3 clusters Score -6944446 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -6944874.500000 Penalty: 5219.949219
	Iteration 2Q: 3 clusters Score -6944874 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6945260.000000 Penalty: 5219.949219
	Iteration 3Q: 3 clusters Score -6945260 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6945626.000000 Penalty: 5219.949219
	Iteration 4Q: 3 clusters Score -6945626 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -6946067.500000 Penalty: 5219.949219
	Iteration 5Q: 3 clusters Score -6946068 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -6946663.000000 Penalty: 5219.949219
	Iteration 6Q: 3 clusters Score -6946663 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -6947407.500000 Penalty: 5219.949219
	Iteration 7Q: 3 clusters Score -6947408 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -6948372.500000 Penalty: 5219.949219
	Iteration 8F: 3 clusters Score -6948372 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -6949717.000000 Penalty: 5219.949219
	Iteration 9F: 3 clusters Score -6949717 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -6951266.500000 Penalty: 5219.949219
	Iteration 10F: 3 clusters Score -6951266 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -6952697.000000 Penalty: 5219.949219
	Iteration 11Q: 3 clusters Score -6952697 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6953746.000000 Penalty: 5219.949219
	Iteration 12Q: 3 clusters Score -6953746 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -6954445.000000 Penalty: 5219.949219
	Iteration 13Q: 3 clusters Score -6954445 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6954849.000000 Penalty: 5219.949219
	Iteration 14Q: 3 clusters Score -6954849 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -6955157.000000 Penalty: 5219.949219
	Iteration 15Q: 3 clusters Score -6955157 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -6955375.500000 Penalty: 5219.949219
	Iteration 16Q: 3 clusters Score -6955376 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6955554.000000 Penalty: 5219.949219
	Iteration 17Q: 3 clusters Score -6955554 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -6955673.500000 Penalty: 5219.949219
	Iteration 18Q: 3 clusters Score -6955674 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6955789.500000 Penalty: 5219.949219
	Iteration 19Q: 3 clusters Score -6955790 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6955914.000000 Penalty: 5219.949219
	Iteration 20F: 3 clusters Score -6955914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -6956000.000000 Penalty: 5219.949219
	Iteration 21Q: 3 clusters Score -6956000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6956125.500000 Penalty: 5219.949219
	Iteration 22Q: 3 clusters Score -6956126 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -6956231.500000 Penalty: 5219.949219
	Iteration 23Q: 3 clusters Score -6956232 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -6956262.500000 Penalty: 5219.949219
	Iteration 24Q: 3 clusters Score -6956262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -6956294.000000 Penalty: 5219.949219
	Iteration 25Q: 3 clusters Score -6956294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -6956297.000000 Penalty: 5219.949219
	Iteration 26Q: 3 clusters Score -6956297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -6956346.000000 Penalty: 5219.949219
	Iteration 27Q: 3 clusters Score -6956346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -6956355.000000 Penalty: 5219.949219
	Iteration 28Q: 3 clusters Score -6956355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -6956417.000000 Penalty: 5219.949219
	Iteration 29Q: 3 clusters Score -6956417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -6956442.000000 Penalty: 5219.949219
	Iteration 30Q: 3 clusters Score -6956442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -6956454.000000 Penalty: 5219.949219
	Iteration 31Q: 3 clusters Score -6956454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -6956465.000000 Penalty: 5219.949219
	Iteration 32Q: 3 clusters Score -6956465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6956475.500000 Penalty: 5219.949219
	Iteration 33Q: 3 clusters Score -6956476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -6956489.000000 Penalty: 5219.949219
	Iteration 34Q: 3 clusters Score -6956489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -6956475.500000 Penalty: 5219.949219
	Iteration 35Q: 3 clusters Score -6956476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -6956474.000000 Penalty: 5219.949219
	Iteration 36Q: 3 clusters Score -6956474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6956476.500000 Penalty: 5219.949219
	Iteration 37Q: 3 clusters Score -6956476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -6956479.000000 Penalty: 5219.949219
	Iteration 38Q: 3 clusters Score -6956479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -6956478.500000 Penalty: 5219.949219
	Iteration 39Q: 3 clusters Score -6956478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -6956490.500000 Penalty: 5219.949219
	Iteration 40F: 3 clusters Score -6956490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -6956496.000000 Penalty: 5219.949219
	Iteration 41Q: 3 clusters Score -6956496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -6956493.500000 Penalty: 5219.949219
	Iteration 42Q: 3 clusters Score -6956494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6956489.000000 Penalty: 5219.949219
	Iteration 43Q: 3 clusters Score -6956489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6956489.000000 Penalty: 5219.949219
	Iteration 44F: 3 clusters Score -6956489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Entering Unmasked Estep 
Score: -3907883.000000 Penalty: 2468.022949
	Iteration 0F: 2 clusters Score -3907883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3894122.250000 Penalty: 4936.045898
	Iteration 0F: 3 clusters Score -3894122 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3899118.000000 Penalty: 4936.045898
	Iteration 1F: 3 clusters Score -3899118 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3899493.000000 Penalty: 4936.045898
	Iteration 2Q: 3 clusters Score -3899493 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3899821.250000 Penalty: 4936.045898
	Iteration 3Q: 3 clusters Score -3899821 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3900082.000000 Penalty: 4936.045898
	Iteration 4Q: 3 clusters Score -3900082 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3900393.500000 Penalty: 4936.045898
	Iteration 5Q: 3 clusters Score -3900394 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3900822.750000 Penalty: 4936.045898
	Iteration 6Q: 3 clusters Score -3900823 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3901394.250000 Penalty: 4936.045898
	Iteration 7Q: 3 clusters Score -3901394 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3902148.000000 Penalty: 4936.045898
	Iteration 8F: 3 clusters Score -3902148 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3903031.750000 Penalty: 4936.045898
	Iteration 9F: 3 clusters Score -3903032 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3903957.250000 Penalty: 4936.045898
	Iteration 10F: 3 clusters Score -3903957 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3904738.500000 Penalty: 4936.045898
	Iteration 11Q: 3 clusters Score -3904738 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3905181.000000 Penalty: 4936.045898
	Iteration 12Q: 3 clusters Score -3905181 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3905419.250000 Penalty: 4936.045898
	Iteration 13Q: 3 clusters Score -3905419 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3905547.750000 Penalty: 4936.045898
	Iteration 14Q: 3 clusters Score -3905548 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3905631.250000 Penalty: 4936.045898
	Iteration 15Q: 3 clusters Score -3905631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3905694.750000 Penalty: 4936.045898
	Iteration 16Q: 3 clusters Score -3905695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3905744.250000 Penalty: 4936.045898
	Iteration 17Q: 3 clusters Score -3905744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3905770.000000 Penalty: 4936.045898
	Iteration 18Q: 3 clusters Score -3905770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3905792.250000 Penalty: 4936.045898
	Iteration 19Q: 3 clusters Score -3905792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3905804.000000 Penalty: 4936.045898
	Iteration 20F: 3 clusters Score -3905804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3905821.750000 Penalty: 4936.045898
	Iteration 21Q: 3 clusters Score -3905822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3905833.000000 Penalty: 4936.045898
	Iteration 22Q: 3 clusters Score -3905833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3905852.500000 Penalty: 4936.045898
	Iteration 23Q: 3 clusters Score -3905852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3905864.500000 Penalty: 4936.045898
	Iteration 24Q: 3 clusters Score -3905864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3905870.750000 Penalty: 4936.045898
	Iteration 25Q: 3 clusters Score -3905871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3905873.500000 Penalty: 4936.045898
	Iteration 26Q: 3 clusters Score -3905874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3905877.000000 Penalty: 4936.045898
	Iteration 27Q: 3 clusters Score -3905877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3905881.500000 Penalty: 4936.045898
	Iteration 28Q: 3 clusters Score -3905882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3905881.500000 Penalty: 4936.045898
	Iteration 29Q: 3 clusters Score -3905882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3905876.500000 Penalty: 4936.045898
	Iteration 30Q: 3 clusters Score -3905876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3905876.500000 Penalty: 4936.045898
	Iteration 31F: 3 clusters Score -3905876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Entering Unmasked Estep 
Score: -3603948.500000 Penalty: 2431.377930
	Iteration 0F: 2 clusters Score -3603948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3591567.500000 Penalty: 4862.755859
	Iteration 0F: 3 clusters Score -3591568 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3595873.250000 Penalty: 4862.755859
	Iteration 1F: 3 clusters Score -3595873 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3596289.250000 Penalty: 4862.755859
	Iteration 2F: 3 clusters Score -3596289 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3596635.000000 Penalty: 4862.755859
	Iteration 3F: 3 clusters Score -3596635 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3596943.250000 Penalty: 4862.755859
	Iteration 4Q: 3 clusters Score -3596943 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3597297.750000 Penalty: 4862.755859
	Iteration 5Q: 3 clusters Score -3597298 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3597641.000000 Penalty: 4862.755859
	Iteration 6F: 3 clusters Score -3597641 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3597955.250000 Penalty: 4862.755859
	Iteration 7Q: 3 clusters Score -3597955 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3598276.250000 Penalty: 4862.755859
	Iteration 8Q: 3 clusters Score -3598276 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3598645.250000 Penalty: 4862.755859
	Iteration 9Q: 3 clusters Score -3598645 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3599169.250000 Penalty: 4862.755859
	Iteration 10Q: 3 clusters Score -3599169 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3599707.000000 Penalty: 4862.755859
	Iteration 11Q: 3 clusters Score -3599707 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3600183.250000 Penalty: 4862.755859
	Iteration 12Q: 3 clusters Score -3600183 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3600669.000000 Penalty: 4862.755859
	Iteration 13Q: 3 clusters Score -3600669 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3600927.000000 Penalty: 4862.755859
	Iteration 14Q: 3 clusters Score -3600927 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3601112.250000 Penalty: 4862.755859
	Iteration 15Q: 3 clusters Score -3601112 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3601277.250000 Penalty: 4862.755859
	Iteration 16Q: 3 clusters Score -3601277 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3601470.250000 Penalty: 4862.755859
	Iteration 17Q: 3 clusters Score -3601470 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3601653.750000 Penalty: 4862.755859
	Iteration 18Q: 3 clusters Score -3601654 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3601767.000000 Penalty: 4862.755859
	Iteration 19Q: 3 clusters Score -3601767 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3601838.750000 Penalty: 4862.755859
	Iteration 20F: 3 clusters Score -3601839 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3601874.000000 Penalty: 4862.755859
	Iteration 21Q: 3 clusters Score -3601874 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3601949.500000 Penalty: 4862.755859
	Iteration 22Q: 3 clusters Score -3601950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3601967.500000 Penalty: 4862.755859
	Iteration 23Q: 3 clusters Score -3601968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3601963.500000 Penalty: 4862.755859
	Iteration 24Q: 3 clusters Score -3601964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3601966.000000 Penalty: 4862.755859
	Iteration 25Q: 3 clusters Score -3601966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3601964.250000 Penalty: 4862.755859
	Iteration 26Q: 3 clusters Score -3601964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3601976.750000 Penalty: 4862.755859
	Iteration 27Q: 3 clusters Score -3601977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3601951.000000 Penalty: 4862.755859
	Iteration 28Q: 3 clusters Score -3601951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3601933.750000 Penalty: 4862.755859
	Iteration 29Q: 3 clusters Score -3601934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3601949.000000 Penalty: 4862.755859
	Iteration 30Q: 3 clusters Score -3601949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3601958.500000 Penalty: 4862.755859
	Iteration 31Q: 3 clusters Score -3601958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3601952.500000 Penalty: 4862.755859
	Iteration 32Q: 3 clusters Score -3601952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3601972.750000 Penalty: 4862.755859
	Iteration 33Q: 3 clusters Score -3601973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3601963.250000 Penalty: 4862.755859
	Iteration 34Q: 3 clusters Score -3601963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3601960.250000 Penalty: 4862.755859
	Iteration 35Q: 3 clusters Score -3601960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3601962.250000 Penalty: 4862.755859
	Iteration 36Q: 3 clusters Score -3601962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3601983.250000 Penalty: 4862.755859
	Iteration 37Q: 3 clusters Score -3601983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3601987.750000 Penalty: 4862.755859
	Iteration 38Q: 3 clusters Score -3601988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3601978.000000 Penalty: 4862.755859
	Iteration 39Q: 3 clusters Score -3601978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3601971.500000 Penalty: 4862.755859
	Iteration 40F: 3 clusters Score -3601972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3601980.750000 Penalty: 4862.755859
	Iteration 41Q: 3 clusters Score -3601981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3601994.500000 Penalty: 4862.755859
	Iteration 42Q: 3 clusters Score -3601994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3601988.250000 Penalty: 4862.755859
	Iteration 43Q: 3 clusters Score -3601988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3601992.750000 Penalty: 4862.755859
	Iteration 44Q: 3 clusters Score -3601993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3602000.250000 Penalty: 4862.755859
	Iteration 45Q: 3 clusters Score -3602000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3601995.250000 Penalty: 4862.755859
	Iteration 46Q: 3 clusters Score -3601995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3601993.750000 Penalty: 4862.755859
	Iteration 47Q: 3 clusters Score -3601994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3601998.500000 Penalty: 4862.755859
	Iteration 48Q: 3 clusters Score -3601998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3601996.500000 Penalty: 4862.755859
	Iteration 49Q: 3 clusters Score -3601996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3601992.000000 Penalty: 4862.755859
	Iteration 50Q: 3 clusters Score -3601992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3601996.750000 Penalty: 4862.755859
	Iteration 51Q: 3 clusters Score -3601997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3601998.000000 Penalty: 4862.755859
	Iteration 52Q: 3 clusters Score -3601998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3601994.500000 Penalty: 4862.755859
	Iteration 53Q: 3 clusters Score -3601994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3601996.000000 Penalty: 4862.755859
	Iteration 54Q: 3 clusters Score -3601996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3601992.750000 Penalty: 4862.755859
	Iteration 55Q: 3 clusters Score -3601993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3601992.750000 Penalty: 4862.755859
	Iteration 56F: 3 clusters Score -3601993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -84439.093750 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -84439.09 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 278 members 
Entering Unmasked Estep 
Score: -82960.062500 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -82960.06 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83228.546875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -83228.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -83384.734375 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -83384.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -83508.289062 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -83508.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83562.687500 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -83562.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83573.453125 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -83573.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -83623.476562 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -83623.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83664.671875 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -83664.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83703.554688 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -83703.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83718.242188 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -83718.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -83739.398438 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -83739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -83746.976562 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -83746.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -83757.562500 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -83757.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -83766.164062 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -83766.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -83772.890625 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -83772.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -83772.890625 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -83772.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -194201.265625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -194201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -192178.031250 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -192178 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -192508.125000 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -192508.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -192630.812500 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -192630.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192734.421875 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -192734.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -192914.828125 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -192914.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -193041.500000 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -193041.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -193141.984375 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -193142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193249.750000 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -193249.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -193351.421875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -193351.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -193467.703125 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -193467.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193651.359375 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -193651.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -193855.468750 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -193855.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -194297.968750 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -194298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194538.250000 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -194538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -194628.562500 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -194628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194636.125000 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -194636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -194636.125000 Penalty: 3482.900391
	Iteration 16F: 3 clusters Score -194636.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 38273 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 755 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22125 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 37201 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 20099 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9881 members 
Mstep: Class 30 contains 20316 members 
Mstep: Class 31 contains 4930 members 
Mstep: Class 32 contains 18874 members 
Mstep: Class 33 contains 20115 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
Score: -87201600.000000 Penalty: 110135.960938
Splitting cluster 25 changes total score from -87202288.000000 to -87201600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Entering Unmasked Estep 
Score: -3969623.250000 Penalty: 2456.906494
	Iteration 0F: 2 clusters Score -3969623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3957614.250000 Penalty: 4913.812988
	Iteration 0F: 3 clusters Score -3957614 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -3962370.000000 Penalty: 4913.812988
	Iteration 1F: 3 clusters Score -3962370 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3962764.000000 Penalty: 4913.812988
	Iteration 2F: 3 clusters Score -3962764 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3963081.250000 Penalty: 4913.812988
	Iteration 3Q: 3 clusters Score -3963081 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3963372.250000 Penalty: 4913.812988
	Iteration 4Q: 3 clusters Score -3963372 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3963633.250000 Penalty: 4913.812988
	Iteration 5Q: 3 clusters Score -3963633 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3963891.500000 Penalty: 4913.812988
	Iteration 6Q: 3 clusters Score -3963892 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3964182.750000 Penalty: 4913.812988
	Iteration 7Q: 3 clusters Score -3964183 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3964456.500000 Penalty: 4913.812988
	Iteration 8Q: 3 clusters Score -3964456 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3964753.250000 Penalty: 4913.812988
	Iteration 9Q: 3 clusters Score -3964753 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3965118.250000 Penalty: 4913.812988
	Iteration 10Q: 3 clusters Score -3965118 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3965510.500000 Penalty: 4913.812988
	Iteration 11Q: 3 clusters Score -3965510 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3965803.250000 Penalty: 4913.812988
	Iteration 12Q: 3 clusters Score -3965803 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3966036.500000 Penalty: 4913.812988
	Iteration 13Q: 3 clusters Score -3966036 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3966226.500000 Penalty: 4913.812988
	Iteration 14Q: 3 clusters Score -3966226 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3966330.000000 Penalty: 4913.812988
	Iteration 15Q: 3 clusters Score -3966330 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3966408.250000 Penalty: 4913.812988
	Iteration 16Q: 3 clusters Score -3966408 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3966493.250000 Penalty: 4913.812988
	Iteration 17Q: 3 clusters Score -3966493 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3966546.250000 Penalty: 4913.812988
	Iteration 18Q: 3 clusters Score -3966546 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3966638.750000 Penalty: 4913.812988
	Iteration 19Q: 3 clusters Score -3966639 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3966670.750000 Penalty: 4913.812988
	Iteration 20F: 3 clusters Score -3966671 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3966747.750000 Penalty: 4913.812988
	Iteration 21Q: 3 clusters Score -3966748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3966795.500000 Penalty: 4913.812988
	Iteration 22Q: 3 clusters Score -3966796 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3966880.500000 Penalty: 4913.812988
	Iteration 23Q: 3 clusters Score -3966880 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3966967.000000 Penalty: 4913.812988
	Iteration 24Q: 3 clusters Score -3966967 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3967043.750000 Penalty: 4913.812988
	Iteration 25Q: 3 clusters Score -3967044 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3967118.500000 Penalty: 4913.812988
	Iteration 26Q: 3 clusters Score -3967118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3967210.000000 Penalty: 4913.812988
	Iteration 27Q: 3 clusters Score -3967210 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3967281.500000 Penalty: 4913.812988
	Iteration 28Q: 3 clusters Score -3967282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3967374.250000 Penalty: 4913.812988
	Iteration 29Q: 3 clusters Score -3967374 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3967478.000000 Penalty: 4913.812988
	Iteration 30Q: 3 clusters Score -3967478 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3967596.750000 Penalty: 4913.812988
	Iteration 31Q: 3 clusters Score -3967597 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3967686.250000 Penalty: 4913.812988
	Iteration 32Q: 3 clusters Score -3967686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3967819.250000 Penalty: 4913.812988
	Iteration 33Q: 3 clusters Score -3967819 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3967924.500000 Penalty: 4913.812988
	Iteration 34Q: 3 clusters Score -3967924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3968048.750000 Penalty: 4913.812988
	Iteration 35Q: 3 clusters Score -3968049 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3968133.000000 Penalty: 4913.812988
	Iteration 36Q: 3 clusters Score -3968133 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3968224.750000 Penalty: 4913.812988
	Iteration 37Q: 3 clusters Score -3968225 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3968299.000000 Penalty: 4913.812988
	Iteration 38Q: 3 clusters Score -3968299 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3968369.000000 Penalty: 4913.812988
	Iteration 39Q: 3 clusters Score -3968369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3968450.750000 Penalty: 4913.812988
	Iteration 40F: 3 clusters Score -3968451 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3968536.250000 Penalty: 4913.812988
	Iteration 41Q: 3 clusters Score -3968536 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3968596.250000 Penalty: 4913.812988
	Iteration 42Q: 3 clusters Score -3968596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3968646.500000 Penalty: 4913.812988
	Iteration 43Q: 3 clusters Score -3968646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3968702.750000 Penalty: 4913.812988
	Iteration 44Q: 3 clusters Score -3968703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3968765.000000 Penalty: 4913.812988
	Iteration 45Q: 3 clusters Score -3968765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3968808.250000 Penalty: 4913.812988
	Iteration 46Q: 3 clusters Score -3968808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3968855.250000 Penalty: 4913.812988
	Iteration 47Q: 3 clusters Score -3968855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3968877.250000 Penalty: 4913.812988
	Iteration 48Q: 3 clusters Score -3968877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3968922.500000 Penalty: 4913.812988
	Iteration 49Q: 3 clusters Score -3968922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3968926.500000 Penalty: 4913.812988
	Iteration 50Q: 3 clusters Score -3968926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3968955.250000 Penalty: 4913.812988
	Iteration 51Q: 3 clusters Score -3968955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3968949.750000 Penalty: 4913.812988
	Iteration 52Q: 3 clusters Score -3968950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3968964.000000 Penalty: 4913.812988
	Iteration 53Q: 3 clusters Score -3968964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3968965.250000 Penalty: 4913.812988
	Iteration 54Q: 3 clusters Score -3968965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3968980.500000 Penalty: 4913.812988
	Iteration 55Q: 3 clusters Score -3968980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3968998.750000 Penalty: 4913.812988
	Iteration 56Q: 3 clusters Score -3968999 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3969008.250000 Penalty: 4913.812988
	Iteration 57Q: 3 clusters Score -3969008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3969029.000000 Penalty: 4913.812988
	Iteration 58Q: 3 clusters Score -3969029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3969028.750000 Penalty: 4913.812988
	Iteration 59Q: 3 clusters Score -3969029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3969034.000000 Penalty: 4913.812988
	Iteration 60F: 3 clusters Score -3969034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3969048.000000 Penalty: 4913.812988
	Iteration 61Q: 3 clusters Score -3969048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3969042.750000 Penalty: 4913.812988
	Iteration 62Q: 3 clusters Score -3969043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3969033.500000 Penalty: 4913.812988
	Iteration 63Q: 3 clusters Score -3969034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3969035.000000 Penalty: 4913.812988
	Iteration 64Q: 3 clusters Score -3969035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3969046.000000 Penalty: 4913.812988
	Iteration 65Q: 3 clusters Score -3969046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3969046.000000 Penalty: 4913.812988
	Iteration 66Q: 3 clusters Score -3969046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3969051.500000 Penalty: 4913.812988
	Iteration 67Q: 3 clusters Score -3969052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3969054.500000 Penalty: 4913.812988
	Iteration 68Q: 3 clusters Score -3969054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3969054.500000 Penalty: 4913.812988
	Iteration 69Q: 3 clusters Score -3969054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3969062.000000 Penalty: 4913.812988
	Iteration 70Q: 3 clusters Score -3969062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3969068.750000 Penalty: 4913.812988
	Iteration 71Q: 3 clusters Score -3969069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3969058.750000 Penalty: 4913.812988
	Iteration 72Q: 3 clusters Score -3969059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3969060.000000 Penalty: 4913.812988
	Iteration 73Q: 3 clusters Score -3969060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3969063.750000 Penalty: 4913.812988
	Iteration 74Q: 3 clusters Score -3969064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3969062.500000 Penalty: 4913.812988
	Iteration 75Q: 3 clusters Score -3969062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3969079.000000 Penalty: 4913.812988
	Iteration 76Q: 3 clusters Score -3969079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3969073.250000 Penalty: 4913.812988
	Iteration 77Q: 3 clusters Score -3969073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3969065.500000 Penalty: 4913.812988
	Iteration 78Q: 3 clusters Score -3969066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3969063.500000 Penalty: 4913.812988
	Iteration 79Q: 3 clusters Score -3969064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3969069.250000 Penalty: 4913.812988
	Iteration 80F: 3 clusters Score -3969069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3969066.750000 Penalty: 4913.812988
	Iteration 81Q: 3 clusters Score -3969067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3969058.500000 Penalty: 4913.812988
	Iteration 82Q: 3 clusters Score -3969058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3969062.000000 Penalty: 4913.812988
	Iteration 83Q: 3 clusters Score -3969062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3969067.000000 Penalty: 4913.812988
	Iteration 84Q: 3 clusters Score -3969067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3969054.250000 Penalty: 4913.812988
	Iteration 85Q: 3 clusters Score -3969054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3969052.500000 Penalty: 4913.812988
	Iteration 86Q: 3 clusters Score -3969052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3969063.250000 Penalty: 4913.812988
	Iteration 87Q: 3 clusters Score -3969063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3969063.000000 Penalty: 4913.812988
	Iteration 88Q: 3 clusters Score -3969063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3969061.250000 Penalty: 4913.812988
	Iteration 89Q: 3 clusters Score -3969061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3969063.250000 Penalty: 4913.812988
	Iteration 90Q: 3 clusters Score -3969063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3969062.000000 Penalty: 4913.812988
	Iteration 91Q: 3 clusters Score -3969062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3969059.500000 Penalty: 4913.812988
	Iteration 92Q: 3 clusters Score -3969060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3969061.500000 Penalty: 4913.812988
	Iteration 93Q: 3 clusters Score -3969062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3969063.000000 Penalty: 4913.812988
	Iteration 94Q: 3 clusters Score -3969063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3969060.750000 Penalty: 4913.812988
	Iteration 95Q: 3 clusters Score -3969061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3969064.250000 Penalty: 4913.812988
	Iteration 96Q: 3 clusters Score -3969064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3969063.000000 Penalty: 4913.812988
	Iteration 97Q: 3 clusters Score -3969063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3969061.250000 Penalty: 4913.812988
	Iteration 98Q: 3 clusters Score -3969061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3969061.250000 Penalty: 4913.812988
	Iteration 99F: 3 clusters Score -3969061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Entering Unmasked Estep 
Score: -3825402.500000 Penalty: 2457.289551
	Iteration 0F: 2 clusters Score -3825402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3811958.750000 Penalty: 4914.579102
	Iteration 0F: 3 clusters Score -3811959 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3816657.000000 Penalty: 4914.579102
	Iteration 1F: 3 clusters Score -3816657 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3817012.750000 Penalty: 4914.579102
	Iteration 2F: 3 clusters Score -3817013 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3817296.250000 Penalty: 4914.579102
	Iteration 3Q: 3 clusters Score -3817296 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3817588.000000 Penalty: 4914.579102
	Iteration 4Q: 3 clusters Score -3817588 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3817932.000000 Penalty: 4914.579102
	Iteration 5Q: 3 clusters Score -3817932 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3818354.000000 Penalty: 4914.579102
	Iteration 6Q: 3 clusters Score -3818354 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3818888.500000 Penalty: 4914.579102
	Iteration 7Q: 3 clusters Score -3818888 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3819495.750000 Penalty: 4914.579102
	Iteration 8F: 3 clusters Score -3819496 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3820253.250000 Penalty: 4914.579102
	Iteration 9F: 3 clusters Score -3820253 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3821177.000000 Penalty: 4914.579102
	Iteration 10F: 3 clusters Score -3821177 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3822059.250000 Penalty: 4914.579102
	Iteration 11F: 3 clusters Score -3822059 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3822615.500000 Penalty: 4914.579102
	Iteration 12Q: 3 clusters Score -3822616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3822913.750000 Penalty: 4914.579102
	Iteration 13Q: 3 clusters Score -3822914 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3823079.750000 Penalty: 4914.579102
	Iteration 14Q: 3 clusters Score -3823080 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3823169.000000 Penalty: 4914.579102
	Iteration 15Q: 3 clusters Score -3823169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3823235.000000 Penalty: 4914.579102
	Iteration 16Q: 3 clusters Score -3823235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3823291.500000 Penalty: 4914.579102
	Iteration 17Q: 3 clusters Score -3823292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3823316.250000 Penalty: 4914.579102
	Iteration 18Q: 3 clusters Score -3823316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3823336.750000 Penalty: 4914.579102
	Iteration 19Q: 3 clusters Score -3823337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3823347.250000 Penalty: 4914.579102
	Iteration 20F: 3 clusters Score -3823347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3823346.000000 Penalty: 4914.579102
	Iteration 21Q: 3 clusters Score -3823346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3823346.500000 Penalty: 4914.579102
	Iteration 22Q: 3 clusters Score -3823346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3823350.250000 Penalty: 4914.579102
	Iteration 23Q: 3 clusters Score -3823350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3823356.750000 Penalty: 4914.579102
	Iteration 24Q: 3 clusters Score -3823357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3823364.250000 Penalty: 4914.579102
	Iteration 25Q: 3 clusters Score -3823364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3823372.250000 Penalty: 4914.579102
	Iteration 26Q: 3 clusters Score -3823372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3823365.750000 Penalty: 4914.579102
	Iteration 27Q: 3 clusters Score -3823366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3823364.250000 Penalty: 4914.579102
	Iteration 28Q: 3 clusters Score -3823364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3823375.750000 Penalty: 4914.579102
	Iteration 29Q: 3 clusters Score -3823376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3823383.000000 Penalty: 4914.579102
	Iteration 30Q: 3 clusters Score -3823383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3823382.250000 Penalty: 4914.579102
	Iteration 31Q: 3 clusters Score -3823382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3823387.250000 Penalty: 4914.579102
	Iteration 32Q: 3 clusters Score -3823387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3823389.000000 Penalty: 4914.579102
	Iteration 33Q: 3 clusters Score -3823389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3823393.250000 Penalty: 4914.579102
	Iteration 34Q: 3 clusters Score -3823393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3823396.500000 Penalty: 4914.579102
	Iteration 35Q: 3 clusters Score -3823396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3823398.000000 Penalty: 4914.579102
	Iteration 36Q: 3 clusters Score -3823398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3823398.000000 Penalty: 4914.579102
	Iteration 37F: 3 clusters Score -3823398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -71940.968750 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -71940.97 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: -70651.289062 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -70651.29 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70824.757812 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -70824.76 nChanged 18
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: -70871.421875 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -70871.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70906.609375 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -70906.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -70941.679688 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -70941.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70969.078125 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -70969.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -70986.265625 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -70986.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71016.109375 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -71016.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71035.796875 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -71035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -71044.140625 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -71044.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -71051.132812 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -71051.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -71051.132812 Penalty: 2998.322754
	Iteration 11F: 3 clusters Score -71051.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1963282.000000 Penalty: 2281.195557
	Iteration 0F: 2 clusters Score -1963282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1955707.125000 Penalty: 4562.391113
	Iteration 0F: 3 clusters Score -1955707 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1957781.125000 Penalty: 4562.391113
	Iteration 1F: 3 clusters Score -1957781 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1958057.250000 Penalty: 4562.391113
	Iteration 2F: 3 clusters Score -1958057 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1958235.125000 Penalty: 4562.391113
	Iteration 3Q: 3 clusters Score -1958235 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1958397.000000 Penalty: 4562.391113
	Iteration 4Q: 3 clusters Score -1958397 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1958521.250000 Penalty: 4562.391113
	Iteration 5Q: 3 clusters Score -1958521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1958636.500000 Penalty: 4562.391113
	Iteration 6Q: 3 clusters Score -1958636 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1958749.875000 Penalty: 4562.391113
	Iteration 7Q: 3 clusters Score -1958750 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1958891.625000 Penalty: 4562.391113
	Iteration 8Q: 3 clusters Score -1958892 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1959050.625000 Penalty: 4562.391113
	Iteration 9Q: 3 clusters Score -1959051 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1959229.750000 Penalty: 4562.391113
	Iteration 10Q: 3 clusters Score -1959230 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1959425.625000 Penalty: 4562.391113
	Iteration 11Q: 3 clusters Score -1959426 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1959617.625000 Penalty: 4562.391113
	Iteration 12Q: 3 clusters Score -1959618 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1959853.625000 Penalty: 4562.391113
	Iteration 13Q: 3 clusters Score -1959854 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1960088.250000 Penalty: 4562.391113
	Iteration 14Q: 3 clusters Score -1960088 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1960310.500000 Penalty: 4562.391113
	Iteration 15Q: 3 clusters Score -1960310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1960475.250000 Penalty: 4562.391113
	Iteration 16Q: 3 clusters Score -1960475 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1960648.500000 Penalty: 4562.391113
	Iteration 17Q: 3 clusters Score -1960648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1960795.375000 Penalty: 4562.391113
	Iteration 18Q: 3 clusters Score -1960795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1960902.875000 Penalty: 4562.391113
	Iteration 19Q: 3 clusters Score -1960903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1960992.250000 Penalty: 4562.391113
	Iteration 20F: 3 clusters Score -1960992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1961039.750000 Penalty: 4562.391113
	Iteration 21Q: 3 clusters Score -1961040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1961109.250000 Penalty: 4562.391113
	Iteration 22Q: 3 clusters Score -1961109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1961138.500000 Penalty: 4562.391113
	Iteration 23Q: 3 clusters Score -1961138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1961173.125000 Penalty: 4562.391113
	Iteration 24Q: 3 clusters Score -1961173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1961192.500000 Penalty: 4562.391113
	Iteration 25Q: 3 clusters Score -1961192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1961200.875000 Penalty: 4562.391113
	Iteration 26Q: 3 clusters Score -1961201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1961211.875000 Penalty: 4562.391113
	Iteration 27Q: 3 clusters Score -1961212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1961223.000000 Penalty: 4562.391113
	Iteration 28Q: 3 clusters Score -1961223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1961233.750000 Penalty: 4562.391113
	Iteration 29Q: 3 clusters Score -1961234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1961237.750000 Penalty: 4562.391113
	Iteration 30Q: 3 clusters Score -1961238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1961242.250000 Penalty: 4562.391113
	Iteration 31Q: 3 clusters Score -1961242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1961242.250000 Penalty: 4562.391113
	Iteration 32F: 3 clusters Score -1961242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Entering Unmasked Estep 
Score: -4033315.750000 Penalty: 2459.952637
	Iteration 0F: 2 clusters Score -4033316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4021675.500000 Penalty: 4919.905273
	Iteration 0F: 3 clusters Score -4021676 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4026358.500000 Penalty: 4919.905273
	Iteration 1F: 3 clusters Score -4026358 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4026701.000000 Penalty: 4919.905273
	Iteration 2F: 3 clusters Score -4026701 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4026975.000000 Penalty: 4919.905273
	Iteration 3Q: 3 clusters Score -4026975 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4027236.000000 Penalty: 4919.905273
	Iteration 4Q: 3 clusters Score -4027236 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4027428.000000 Penalty: 4919.905273
	Iteration 5Q: 3 clusters Score -4027428 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4027649.500000 Penalty: 4919.905273
	Iteration 6Q: 3 clusters Score -4027650 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4027860.250000 Penalty: 4919.905273
	Iteration 7Q: 3 clusters Score -4027860 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4028081.750000 Penalty: 4919.905273
	Iteration 8Q: 3 clusters Score -4028082 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4028658.000000 Penalty: 4919.905273
	Iteration 9Q: 3 clusters Score -4028658 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4029592.000000 Penalty: 4919.905273
	Iteration 10F: 3 clusters Score -4029592 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -4030818.750000 Penalty: 4919.905273
	Iteration 11F: 3 clusters Score -4030819 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -4031772.000000 Penalty: 4919.905273
	Iteration 12F: 3 clusters Score -4031772 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4032212.000000 Penalty: 4919.905273
	Iteration 13Q: 3 clusters Score -4032212 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4032473.750000 Penalty: 4919.905273
	Iteration 14Q: 3 clusters Score -4032474 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -4032703.250000 Penalty: 4919.905273
	Iteration 15Q: 3 clusters Score -4032703 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -4032822.500000 Penalty: 4919.905273
	Iteration 16Q: 3 clusters Score -4032822 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -4032881.500000 Penalty: 4919.905273
	Iteration 17Q: 3 clusters Score -4032882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4032918.750000 Penalty: 4919.905273
	Iteration 18Q: 3 clusters Score -4032919 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4032962.250000 Penalty: 4919.905273
	Iteration 19Q: 3 clusters Score -4032962 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4032980.250000 Penalty: 4919.905273
	Iteration 20F: 3 clusters Score -4032980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4032994.000000 Penalty: 4919.905273
	Iteration 21Q: 3 clusters Score -4032994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4033012.250000 Penalty: 4919.905273
	Iteration 22Q: 3 clusters Score -4033012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4033020.000000 Penalty: 4919.905273
	Iteration 23Q: 3 clusters Score -4033020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4033025.500000 Penalty: 4919.905273
	Iteration 24Q: 3 clusters Score -4033026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4033039.500000 Penalty: 4919.905273
	Iteration 25Q: 3 clusters Score -4033040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4033044.250000 Penalty: 4919.905273
	Iteration 26Q: 3 clusters Score -4033044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4033038.750000 Penalty: 4919.905273
	Iteration 27Q: 3 clusters Score -4033039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4033042.000000 Penalty: 4919.905273
	Iteration 28Q: 3 clusters Score -4033042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4033030.750000 Penalty: 4919.905273
	Iteration 29Q: 3 clusters Score -4033031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4033041.750000 Penalty: 4919.905273
	Iteration 30Q: 3 clusters Score -4033042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4033041.750000 Penalty: 4919.905273
	Iteration 31Q: 3 clusters Score -4033042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4033040.500000 Penalty: 4919.905273
	Iteration 32Q: 3 clusters Score -4033040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4033040.500000 Penalty: 4919.905273
	Iteration 33F: 3 clusters Score -4033040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -943985.750000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -943985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -939483.500000 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -939483.5 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -940560.062500 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -940560.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -940759.937500 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -940759.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -940882.812500 Penalty: 4217.535156
	Iteration 3Q: 3 clusters Score -940882.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -940970.562500 Penalty: 4217.535156
	Iteration 4Q: 3 clusters Score -940970.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -941041.375000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -941041.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -941089.312500 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -941089.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -941126.000000 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -941126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -941163.250000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -941163.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -941200.937500 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -941200.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -941242.500000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -941242.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -941293.750000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -941293.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -941338.812500 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -941338.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -941382.500000 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -941382.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -941428.125000 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -941428.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -941464.125000 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -941464.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -941496.687500 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -941496.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -941526.312500 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -941526.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -941553.187500 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -941553.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -941575.812500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -941575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -941598.437500 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -941598.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -941622.187500 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -941622.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -941649.312500 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -941649.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -941682.375000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -941682.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -941723.062500 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -941723.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -941758.687500 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -941758.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -941792.812500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -941792.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -941822.750000 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -941822.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -941849.812500 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -941849.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -941879.687500 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -941879.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -941917.062500 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -941917.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -941950.937500 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -941950.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -941975.875000 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -941975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -941995.750000 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -941995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -942021.937500 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -942021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -942041.375000 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -942041.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -942054.625000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -942054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -942061.187500 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -942061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -942065.812500 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -942065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -942070.500000 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -942070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -942072.250000 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -942072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -942076.375000 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -942076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -942081.437500 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -942081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -942084.812500 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -942084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -942089.250000 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -942089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -942091.437500 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -942091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -942094.000000 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -942094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -942094.000000 Penalty: 4217.535156
	Iteration 47F: 3 clusters Score -942094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Entering Unmasked Estep 
Score: -3745534.500000 Penalty: 2441.694092
	Iteration 0F: 2 clusters Score -3745534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3733286.000000 Penalty: 4883.388184
	Iteration 0F: 3 clusters Score -3733286 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3737678.250000 Penalty: 4883.388184
	Iteration 1F: 3 clusters Score -3737678 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3738144.750000 Penalty: 4883.388184
	Iteration 2F: 3 clusters Score -3738145 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3738601.750000 Penalty: 4883.388184
	Iteration 3F: 3 clusters Score -3738602 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3739137.250000 Penalty: 4883.388184
	Iteration 4F: 3 clusters Score -3739137 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3739868.250000 Penalty: 4883.388184
	Iteration 5F: 3 clusters Score -3739868 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3740839.750000 Penalty: 4883.388184
	Iteration 6F: 3 clusters Score -3740840 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3741799.750000 Penalty: 4883.388184
	Iteration 7F: 3 clusters Score -3741800 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3742561.500000 Penalty: 4883.388184
	Iteration 8F: 3 clusters Score -3742562 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3743027.000000 Penalty: 4883.388184
	Iteration 9Q: 3 clusters Score -3743027 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3743335.250000 Penalty: 4883.388184
	Iteration 10Q: 3 clusters Score -3743335 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3743470.250000 Penalty: 4883.388184
	Iteration 11Q: 3 clusters Score -3743470 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3743596.000000 Penalty: 4883.388184
	Iteration 12Q: 3 clusters Score -3743596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3743634.750000 Penalty: 4883.388184
	Iteration 13Q: 3 clusters Score -3743635 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3743686.250000 Penalty: 4883.388184
	Iteration 14Q: 3 clusters Score -3743686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3743754.000000 Penalty: 4883.388184
	Iteration 15Q: 3 clusters Score -3743754 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3743751.750000 Penalty: 4883.388184
	Iteration 16Q: 3 clusters Score -3743752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3743788.750000 Penalty: 4883.388184
	Iteration 17Q: 3 clusters Score -3743789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3743777.750000 Penalty: 4883.388184
	Iteration 18Q: 3 clusters Score -3743778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3743760.250000 Penalty: 4883.388184
	Iteration 19Q: 3 clusters Score -3743760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3743804.000000 Penalty: 4883.388184
	Iteration 20F: 3 clusters Score -3743804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3743795.000000 Penalty: 4883.388184
	Iteration 21Q: 3 clusters Score -3743795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3743806.250000 Penalty: 4883.388184
	Iteration 22Q: 3 clusters Score -3743806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3743780.750000 Penalty: 4883.388184
	Iteration 23Q: 3 clusters Score -3743781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3743810.000000 Penalty: 4883.388184
	Iteration 24Q: 3 clusters Score -3743810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3743809.750000 Penalty: 4883.388184
	Iteration 25Q: 3 clusters Score -3743810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3743806.500000 Penalty: 4883.388184
	Iteration 26Q: 3 clusters Score -3743806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3743807.500000 Penalty: 4883.388184
	Iteration 27Q: 3 clusters Score -3743808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3743803.250000 Penalty: 4883.388184
	Iteration 28Q: 3 clusters Score -3743803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3743801.500000 Penalty: 4883.388184
	Iteration 29Q: 3 clusters Score -3743802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3743801.500000 Penalty: 4883.388184
	Iteration 30F: 3 clusters Score -3743802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Entering Unmasked Estep 
Score: -3977329.250000 Penalty: 2457.486816
	Iteration 0F: 2 clusters Score -3977329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3965338.250000 Penalty: 4914.973633
	Iteration 0F: 3 clusters Score -3965338 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3970027.500000 Penalty: 4914.973633
	Iteration 1F: 3 clusters Score -3970028 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3970440.250000 Penalty: 4914.973633
	Iteration 2F: 3 clusters Score -3970440 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3970715.000000 Penalty: 4914.973633
	Iteration 3Q: 3 clusters Score -3970715 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3970944.750000 Penalty: 4914.973633
	Iteration 4Q: 3 clusters Score -3970945 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3971144.750000 Penalty: 4914.973633
	Iteration 5Q: 3 clusters Score -3971145 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3971277.250000 Penalty: 4914.973633
	Iteration 6Q: 3 clusters Score -3971277 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3971413.000000 Penalty: 4914.973633
	Iteration 7Q: 3 clusters Score -3971413 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3971560.250000 Penalty: 4914.973633
	Iteration 8Q: 3 clusters Score -3971560 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3971882.750000 Penalty: 4914.973633
	Iteration 9Q: 3 clusters Score -3971883 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3972436.500000 Penalty: 4914.973633
	Iteration 10Q: 3 clusters Score -3972436 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3973350.500000 Penalty: 4914.973633
	Iteration 11F: 3 clusters Score -3973350 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3974259.000000 Penalty: 4914.973633
	Iteration 12F: 3 clusters Score -3974259 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3974924.500000 Penalty: 4914.973633
	Iteration 13Q: 3 clusters Score -3974924 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3975406.500000 Penalty: 4914.973633
	Iteration 14Q: 3 clusters Score -3975406 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3975812.500000 Penalty: 4914.973633
	Iteration 15Q: 3 clusters Score -3975812 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3976079.750000 Penalty: 4914.973633
	Iteration 16Q: 3 clusters Score -3976080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3976270.750000 Penalty: 4914.973633
	Iteration 17Q: 3 clusters Score -3976271 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3976436.500000 Penalty: 4914.973633
	Iteration 18Q: 3 clusters Score -3976436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3976580.000000 Penalty: 4914.973633
	Iteration 19Q: 3 clusters Score -3976580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3976645.250000 Penalty: 4914.973633
	Iteration 20F: 3 clusters Score -3976645 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3976716.250000 Penalty: 4914.973633
	Iteration 21Q: 3 clusters Score -3976716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3976732.000000 Penalty: 4914.973633
	Iteration 22Q: 3 clusters Score -3976732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3976763.500000 Penalty: 4914.973633
	Iteration 23Q: 3 clusters Score -3976764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3976772.500000 Penalty: 4914.973633
	Iteration 24Q: 3 clusters Score -3976772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3976768.750000 Penalty: 4914.973633
	Iteration 25Q: 3 clusters Score -3976769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3976780.250000 Penalty: 4914.973633
	Iteration 26Q: 3 clusters Score -3976780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3976792.500000 Penalty: 4914.973633
	Iteration 27Q: 3 clusters Score -3976792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3976786.500000 Penalty: 4914.973633
	Iteration 28Q: 3 clusters Score -3976786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3976800.250000 Penalty: 4914.973633
	Iteration 29Q: 3 clusters Score -3976800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3976796.500000 Penalty: 4914.973633
	Iteration 30Q: 3 clusters Score -3976796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3976805.500000 Penalty: 4914.973633
	Iteration 31Q: 3 clusters Score -3976806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3976798.750000 Penalty: 4914.973633
	Iteration 32Q: 3 clusters Score -3976799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3976806.000000 Penalty: 4914.973633
	Iteration 33Q: 3 clusters Score -3976806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3976812.500000 Penalty: 4914.973633
	Iteration 34Q: 3 clusters Score -3976812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3976819.750000 Penalty: 4914.973633
	Iteration 35Q: 3 clusters Score -3976820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3976813.250000 Penalty: 4914.973633
	Iteration 36Q: 3 clusters Score -3976813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3976823.750000 Penalty: 4914.973633
	Iteration 37Q: 3 clusters Score -3976824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3976822.750000 Penalty: 4914.973633
	Iteration 38Q: 3 clusters Score -3976823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -3976818.750000 Penalty: 4914.973633
	Iteration 39Q: 3 clusters Score -3976819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3976826.500000 Penalty: 4914.973633
	Iteration 40F: 3 clusters Score -3976826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3976816.000000 Penalty: 4914.973633
	Iteration 41Q: 3 clusters Score -3976816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3976813.750000 Penalty: 4914.973633
	Iteration 42Q: 3 clusters Score -3976814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3976809.000000 Penalty: 4914.973633
	Iteration 43Q: 3 clusters Score -3976809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3976810.000000 Penalty: 4914.973633
	Iteration 44Q: 3 clusters Score -3976810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3976810.000000 Penalty: 4914.973633
	Iteration 45F: 3 clusters Score -3976810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -86425.835938 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -86425.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84954.320312 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -84954.32 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85116.007812 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -85116.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -85213.507812 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -85213.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -85247.976562 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -85247.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85283.140625 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -85283.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -85295.734375 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -85295.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -85299.015625 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -85299.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -85304.320312 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -85304.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -85306.585938 Penalty: 3095.176758
	Iteration 8Q: 3 clusters Score -85306.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -85308.804688 Penalty: 3095.176758
	Iteration 9Q: 3 clusters Score -85308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -85313.570312 Penalty: 3095.176758
	Iteration 10Q: 3 clusters Score -85313.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -85318.640625 Penalty: 3095.176758
	Iteration 11Q: 3 clusters Score -85318.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -85329.890625 Penalty: 3095.176758
	Iteration 12Q: 3 clusters Score -85329.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -85336.390625 Penalty: 3095.176758
	Iteration 13Q: 3 clusters Score -85336.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -85339.320312 Penalty: 3095.176758
	Iteration 14Q: 3 clusters Score -85339.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -85369.773438 Penalty: 3095.176758
	Iteration 15Q: 3 clusters Score -85369.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -85395.101562 Penalty: 3095.176758
	Iteration 16Q: 3 clusters Score -85395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -85414.609375 Penalty: 3095.176758
	Iteration 17Q: 3 clusters Score -85414.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -85437.718750 Penalty: 3095.176758
	Iteration 18Q: 3 clusters Score -85437.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -85446.015625 Penalty: 3095.176758
	Iteration 19Q: 3 clusters Score -85446.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -85449.031250 Penalty: 3095.176758
	Iteration 20F: 3 clusters Score -85449.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -85451.617188 Penalty: 3095.176758
	Iteration 21Q: 3 clusters Score -85451.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -85451.617188 Penalty: 3095.176758
	Iteration 22F: 3 clusters Score -85451.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 38273 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22125 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18357 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 37201 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 23 contains 18105 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20068 members 
Mstep: Class 27 contains 20099 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9881 members 
Mstep: Class 30 contains 20316 members 
Mstep: Class 31 contains 4930 members 
Mstep: Class 32 contains 18874 members 
Mstep: Class 33 contains 20115 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202736.000000 Penalty: 106896.671875
Iteration 279Q: 34 clusters Score -8.720274e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 38197 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 7 contains 35930 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22171 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 24196 members 
Mstep: Class 14 contains 10132 members 
Mstep: Class 15 contains 20704 members 
Mstep: Class 16 contains 4618 members 
Mstep: Class 17 contains 29068 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26520 members 
Mstep: Class 21 contains 37192 members 
Mstep: Class 22 contains 20971 members 
Mstep: Class 23 contains 18525 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 20022 members 
Mstep: Class 27 contains 20119 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9638 members 
Mstep: Class 30 contains 20184 members 
Mstep: Class 31 contains 5041 members 
Mstep: Class 32 contains 18931 members 
Mstep: Class 33 contains 20129 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203264.000000 Penalty: 106896.671875
Iteration 280F: 34 clusters Score -8.720326e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 38168 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 7 contains 35921 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22209 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 24182 members 
Mstep: Class 14 contains 10149 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 4604 members 
Mstep: Class 17 contains 29065 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26526 members 
Mstep: Class 21 contains 37174 members 
Mstep: Class 22 contains 20935 members 
Mstep: Class 23 contains 18915 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19970 members 
Mstep: Class 27 contains 20106 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 19938 members 
Mstep: Class 31 contains 5166 members 
Mstep: Class 32 contains 19025 members 
Mstep: Class 33 contains 20213 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203864.000000 Penalty: 106896.671875
Iteration 281Q: 34 clusters Score -8.720386e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28635 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 38132 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 7 contains 35899 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22260 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 10187 members 
Mstep: Class 15 contains 20653 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 29063 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26531 members 
Mstep: Class 21 contains 37137 members 
Mstep: Class 22 contains 20906 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19934 members 
Mstep: Class 27 contains 20135 members 
Mstep: Class 28 contains 421 members 
Mstep: Class 29 contains 9390 members 
Mstep: Class 30 contains 19691 members 
Mstep: Class 31 contains 5287 members 
Mstep: Class 32 contains 19127 members 
Mstep: Class 33 contains 20353 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203912.000000 Penalty: 106896.671875
Iteration 282Q: 34 clusters Score -8.720391e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28520 members 
Mstep: Class 3 contains 7870 members 
Mstep: Class 4 contains 38066 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 7 contains 35902 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22315 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 20562 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 29071 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26534 members 
Mstep: Class 21 contains 37113 members 
Mstep: Class 22 contains 20893 members 
Mstep: Class 23 contains 19109 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19918 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 9375 members 
Mstep: Class 30 contains 19583 members 
Mstep: Class 31 contains 5372 members 
Mstep: Class 32 contains 19191 members 
Mstep: Class 33 contains 20583 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203616.000000 Penalty: 106896.671875
Iteration 283Q: 34 clusters Score -8.720362e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28394 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 7 contains 35899 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22401 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18315 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 10275 members 
Mstep: Class 15 contains 20349 members 
Mstep: Class 16 contains 4559 members 
Mstep: Class 17 contains 29091 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26529 members 
Mstep: Class 21 contains 37078 members 
Mstep: Class 22 contains 20866 members 
Mstep: Class 23 contains 19039 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19904 members 
Mstep: Class 27 contains 20145 members 
Mstep: Class 28 contains 418 members 
Mstep: Class 29 contains 9370 members 
Mstep: Class 30 contains 19665 members 
Mstep: Class 31 contains 5499 members 
Mstep: Class 32 contains 19225 members 
Mstep: Class 33 contains 20768 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203760.000000 Penalty: 106896.671875
Iteration 284Q: 34 clusters Score -8.720376e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 4 contains 37991 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 7 contains 35885 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22453 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18317 members 
Mstep: Class 13 contains 24162 members 
Mstep: Class 14 contains 10313 members 
Mstep: Class 15 contains 20106 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 29104 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 37055 members 
Mstep: Class 22 contains 20826 members 
Mstep: Class 23 contains 18954 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 20139 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9384 members 
Mstep: Class 30 contains 19845 members 
Mstep: Class 31 contains 5656 members 
Mstep: Class 32 contains 19241 members 
Mstep: Class 33 contains 20912 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204080.000000 Penalty: 106896.671875
Iteration 285Q: 34 clusters Score -8.720408e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28152 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 37926 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 7 contains 35889 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22481 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 24126 members 
Mstep: Class 14 contains 10372 members 
Mstep: Class 15 contains 19980 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 17 contains 29108 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 37039 members 
Mstep: Class 22 contains 20807 members 
Mstep: Class 23 contains 19016 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19884 members 
Mstep: Class 27 contains 20138 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9384 members 
Mstep: Class 30 contains 20025 members 
Mstep: Class 31 contains 5817 members 
Mstep: Class 32 contains 19222 members 
Mstep: Class 33 contains 20870 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204296.000000 Penalty: 106896.671875
Iteration 286Q: 34 clusters Score -8.72043e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28027 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 37907 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 7 contains 35897 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22506 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 24089 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 19918 members 
Mstep: Class 16 contains 4502 members 
Mstep: Class 17 contains 29110 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26538 members 
Mstep: Class 21 contains 37004 members 
Mstep: Class 22 contains 20796 members 
Mstep: Class 23 contains 19181 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19872 members 
Mstep: Class 27 contains 20136 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 20094 members 
Mstep: Class 31 contains 5991 members 
Mstep: Class 32 contains 19200 members 
Mstep: Class 33 contains 20706 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204512.000000 Penalty: 106896.671875
Iteration 287Q: 34 clusters Score -8.720451e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27933 members 
Mstep: Class 3 contains 7841 members 
Mstep: Class 4 contains 37877 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 7 contains 35886 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22525 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18239 members 
Mstep: Class 13 contains 24064 members 
Mstep: Class 14 contains 10449 members 
Mstep: Class 15 contains 19966 members 
Mstep: Class 16 contains 4484 members 
Mstep: Class 17 contains 29122 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 36977 members 
Mstep: Class 22 contains 20772 members 
Mstep: Class 23 contains 19334 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19875 members 
Mstep: Class 27 contains 20105 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9519 members 
Mstep: Class 30 contains 20023 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 19178 members 
Mstep: Class 33 contains 20570 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204520.000000 Penalty: 106896.671875
Iteration 288Q: 34 clusters Score -8.720452e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27854 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 37786 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 7 contains 35852 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22531 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 10492 members 
Mstep: Class 15 contains 20049 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 29140 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 36967 members 
Mstep: Class 22 contains 20784 members 
Mstep: Class 23 contains 19424 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19883 members 
Mstep: Class 27 contains 20065 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9624 members 
Mstep: Class 30 contains 19838 members 
Mstep: Class 31 contains 6327 members 
Mstep: Class 32 contains 19139 members 
Mstep: Class 33 contains 20556 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204056.000000 Penalty: 106896.671875
Iteration 289Q: 34 clusters Score -8.720406e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27725 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 37681 members 
Mstep: Class 5 contains 4958 members 
Mstep: Class 7 contains 35867 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22534 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 24002 members 
Mstep: Class 14 contains 10524 members 
Mstep: Class 15 contains 20140 members 
Mstep: Class 16 contains 4464 members 
Mstep: Class 17 contains 29159 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 36957 members 
Mstep: Class 22 contains 20776 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19897 members 
Mstep: Class 27 contains 20029 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9748 members 
Mstep: Class 30 contains 19653 members 
Mstep: Class 31 contains 6513 members 
Mstep: Class 32 contains 19103 members 
Mstep: Class 33 contains 20620 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204200.000000 Penalty: 106896.671875
Iteration 290Q: 34 clusters Score -8.72042e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27596 members 
Mstep: Class 3 contains 7831 members 
Mstep: Class 4 contains 37567 members 
Mstep: Class 5 contains 4961 members 
Mstep: Class 7 contains 35911 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18193 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 20157 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 29188 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 36948 members 
Mstep: Class 22 contains 20750 members 
Mstep: Class 23 contains 19347 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19902 members 
Mstep: Class 27 contains 19971 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 9900 members 
Mstep: Class 30 contains 19573 members 
Mstep: Class 31 contains 6703 members 
Mstep: Class 32 contains 19059 members 
Mstep: Class 33 contains 20773 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203904.000000 Penalty: 106896.671875
Iteration 291Q: 34 clusters Score -8.72039e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27495 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 37468 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 7 contains 35929 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22607 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 23932 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 20094 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 29215 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26532 members 
Mstep: Class 21 contains 36930 members 
Mstep: Class 22 contains 20671 members 
Mstep: Class 23 contains 19246 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 19942 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10013 members 
Mstep: Class 30 contains 19612 members 
Mstep: Class 31 contains 6939 members 
Mstep: Class 32 contains 18974 members 
Mstep: Class 33 contains 20935 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203832.000000 Penalty: 106896.671875
Iteration 292Q: 34 clusters Score -8.720383e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 27413 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 37325 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 7 contains 35938 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22648 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18211 members 
Mstep: Class 13 contains 23889 members 
Mstep: Class 14 contains 10548 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 4429 members 
Mstep: Class 17 contains 29226 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26528 members 
Mstep: Class 21 contains 36921 members 
Mstep: Class 22 contains 20607 members 
Mstep: Class 23 contains 19158 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19900 members 
Mstep: Class 27 contains 19938 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10124 members 
Mstep: Class 30 contains 19661 members 
Mstep: Class 31 contains 7196 members 
Mstep: Class 32 contains 18877 members 
Mstep: Class 33 contains 21078 members 
Mstep: Class 34 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203608.000000 Penalty: 106896.671875
Iteration 293Q: 34 clusters Score -8.720361e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 27317 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 37165 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 7 contains 35993 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22661 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 14 contains 10558 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 29230 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26532 members 
Mstep: Class 21 contains 36902 members 
Mstep: Class 22 contains 20504 members 
Mstep: Class 23 contains 19084 members 
Mstep: Class 24 contains 539 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19885 members 
Mstep: Class 27 contains 19935 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10222 members 
Mstep: Class 30 contains 19782 members 
Mstep: Class 31 contains 7467 members 
Mstep: Class 32 contains 18804 members 
Mstep: Class 33 contains 21182 members 
Mstep: Class 34 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203704.000000 Penalty: 106896.671875
Iteration 294Q: 34 clusters Score -8.72037e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 27228 members 
Mstep: Class 3 contains 7824 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 7 contains 36087 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22681 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18216 members 
Mstep: Class 13 contains 23872 members 
Mstep: Class 14 contains 10580 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 29226 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26529 members 
Mstep: Class 21 contains 36865 members 
Mstep: Class 22 contains 20391 members 
Mstep: Class 23 contains 19081 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19882 members 
Mstep: Class 27 contains 19892 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10308 members 
Mstep: Class 30 contains 19925 members 
Mstep: Class 31 contains 7781 members 
Mstep: Class 32 contains 18731 members 
Mstep: Class 33 contains 21200 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203896.000000 Penalty: 106896.671875
Iteration 295Q: 34 clusters Score -8.72039e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 27105 members 
Mstep: Class 3 contains 7823 members 
Mstep: Class 4 contains 36780 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 7 contains 36165 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22731 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18188 members 
Mstep: Class 13 contains 23859 members 
Mstep: Class 14 contains 10598 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 4422 members 
Mstep: Class 17 contains 29234 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26534 members 
Mstep: Class 21 contains 36827 members 
Mstep: Class 22 contains 20225 members 
Mstep: Class 23 contains 19154 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19890 members 
Mstep: Class 27 contains 19860 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10389 members 
Mstep: Class 30 contains 20045 members 
Mstep: Class 31 contains 8153 members 
Mstep: Class 32 contains 18658 members 
Mstep: Class 33 contains 21129 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203744.000000 Penalty: 106896.671875
Iteration 296Q: 34 clusters Score -8.720374e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26952 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 4 contains 36606 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 7 contains 36202 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22735 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18187 members 
Mstep: Class 13 contains 23849 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26546 members 
Mstep: Class 21 contains 36806 members 
Mstep: Class 22 contains 20062 members 
Mstep: Class 23 contains 19302 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19905 members 
Mstep: Class 27 contains 19835 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10462 members 
Mstep: Class 30 contains 20069 members 
Mstep: Class 31 contains 8554 members 
Mstep: Class 32 contains 18627 members 
Mstep: Class 33 contains 20984 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203528.000000 Penalty: 106896.671875
Iteration 297Q: 34 clusters Score -8.720353e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26837 members 
Mstep: Class 3 contains 7808 members 
Mstep: Class 4 contains 36384 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 7 contains 36228 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22738 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 13 contains 23859 members 
Mstep: Class 14 contains 10625 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 29191 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 36807 members 
Mstep: Class 22 contains 19914 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19902 members 
Mstep: Class 27 contains 19796 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10523 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 18627 members 
Mstep: Class 33 contains 20851 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203272.000000 Penalty: 106896.671875
Iteration 298Q: 34 clusters Score -8.720327e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26703 members 
Mstep: Class 3 contains 7805 members 
Mstep: Class 4 contains 36085 members 
Mstep: Class 5 contains 4982 members 
Mstep: Class 7 contains 36252 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22796 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 23870 members 
Mstep: Class 14 contains 10632 members 
Mstep: Class 15 contains 19898 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 29166 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26577 members 
Mstep: Class 21 contains 36801 members 
Mstep: Class 22 contains 19758 members 
Mstep: Class 23 contains 19505 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19925 members 
Mstep: Class 27 contains 19797 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10626 members 
Mstep: Class 30 contains 19825 members 
Mstep: Class 31 contains 9402 members 
Mstep: Class 32 contains 18622 members 
Mstep: Class 33 contains 20761 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203160.000000 Penalty: 106896.671875
Iteration 299Q: 34 clusters Score -8.720316e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26568 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 35720 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 7 contains 36319 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22855 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18222 members 
Mstep: Class 13 contains 23858 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 29151 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26605 members 
Mstep: Class 21 contains 36813 members 
Mstep: Class 22 contains 19639 members 
Mstep: Class 23 contains 19519 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19932 members 
Mstep: Class 27 contains 19784 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10728 members 
Mstep: Class 30 contains 19710 members 
Mstep: Class 31 contains 9861 members 
Mstep: Class 32 contains 18598 members 
Mstep: Class 33 contains 20764 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202432.000000 Penalty: 106896.671875
Iteration 300F: 34 clusters Score -8.720243e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 26485 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 35135 members 
Mstep: Class 5 contains 5002 members 
Mstep: Class 7 contains 36351 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22873 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 23818 members 
Mstep: Class 14 contains 10622 members 
Mstep: Class 15 contains 20021 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 29154 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26631 members 
Mstep: Class 21 contains 36812 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 540 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19930 members 
Mstep: Class 27 contains 19788 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10859 members 
Mstep: Class 30 contains 19642 members 
Mstep: Class 31 contains 10453 members 
Mstep: Class 32 contains 18570 members 
Mstep: Class 33 contains 20825 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201632.000000 Penalty: 106896.671875
Iteration 301Q: 34 clusters Score -8.720163e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26435 members 
Mstep: Class 3 contains 7784 members 
Mstep: Class 4 contains 34320 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 7 contains 36387 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22856 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 23779 members 
Mstep: Class 14 contains 10650 members 
Mstep: Class 15 contains 20048 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 29148 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26662 members 
Mstep: Class 21 contains 36775 members 
Mstep: Class 22 contains 19541 members 
Mstep: Class 23 contains 19324 members 
Mstep: Class 24 contains 541 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 19866 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10944 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 11125 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 20898 members 
Mstep: Class 34 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201448.000000 Penalty: 106896.671875
Iteration 302Q: 34 clusters Score -8.720145e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 26331 members 
Mstep: Class 3 contains 7781 members 
Mstep: Class 4 contains 33489 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22891 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 18412 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 14 contains 10656 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 29159 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26682 members 
Mstep: Class 21 contains 36768 members 
Mstep: Class 22 contains 19518 members 
Mstep: Class 23 contains 19197 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19906 members 
Mstep: Class 27 contains 19922 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10994 members 
Mstep: Class 30 contains 19685 members 
Mstep: Class 31 contains 11907 members 
Mstep: Class 32 contains 18595 members 
Mstep: Class 33 contains 20923 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201816.000000 Penalty: 106896.671875
Iteration 303Q: 34 clusters Score -8.720182e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 26251 members 
Mstep: Class 3 contains 7780 members 
Mstep: Class 4 contains 32665 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 7 contains 36348 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22899 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 18495 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 10671 members 
Mstep: Class 15 contains 20083 members 
Mstep: Class 16 contains 4371 members 
Mstep: Class 17 contains 29148 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26693 members 
Mstep: Class 21 contains 36784 members 
Mstep: Class 22 contains 19528 members 
Mstep: Class 23 contains 19082 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19907 members 
Mstep: Class 27 contains 19989 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10987 members 
Mstep: Class 30 contains 19769 members 
Mstep: Class 31 contains 12728 members 
Mstep: Class 32 contains 18579 members 
Mstep: Class 33 contains 20928 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87201712.000000 Penalty: 106896.671875
Iteration 304Q: 34 clusters Score -8.720171e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26141 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 31807 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 7 contains 36302 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22850 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 18599 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 10666 members 
Mstep: Class 15 contains 20092 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 29152 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26707 members 
Mstep: Class 21 contains 36765 members 
Mstep: Class 22 contains 19572 members 
Mstep: Class 23 contains 18997 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19929 members 
Mstep: Class 27 contains 20040 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10962 members 
Mstep: Class 30 contains 19848 members 
Mstep: Class 31 contains 13645 members 
Mstep: Class 32 contains 18540 members 
Mstep: Class 33 contains 20943 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202120.000000 Penalty: 106896.671875
Iteration 305Q: 34 clusters Score -8.720212e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26014 members 
Mstep: Class 3 contains 7774 members 
Mstep: Class 4 contains 30919 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 7 contains 36223 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 527 members 
Mstep: Class 12 contains 18684 members 
Mstep: Class 13 contains 23630 members 
Mstep: Class 14 contains 10668 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 29162 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26725 members 
Mstep: Class 21 contains 36731 members 
Mstep: Class 22 contains 19595 members 
Mstep: Class 23 contains 18975 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19931 members 
Mstep: Class 27 contains 20120 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10908 members 
Mstep: Class 30 contains 19934 members 
Mstep: Class 31 contains 14703 members 
Mstep: Class 32 contains 18484 members 
Mstep: Class 33 contains 20921 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202392.000000 Penalty: 106896.671875
Iteration 306Q: 34 clusters Score -8.720239e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 25826 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 30075 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 7 contains 36142 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22767 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 18763 members 
Mstep: Class 13 contains 23604 members 
Mstep: Class 14 contains 10661 members 
Mstep: Class 15 contains 20079 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 29121 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26739 members 
Mstep: Class 21 contains 36710 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 18981 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1121 members 
Mstep: Class 26 contains 19926 members 
Mstep: Class 27 contains 20131 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10850 members 
Mstep: Class 30 contains 19967 members 
Mstep: Class 31 contains 15843 members 
Mstep: Class 32 contains 18456 members 
Mstep: Class 33 contains 20914 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203136.000000 Penalty: 106896.671875
Iteration 307Q: 34 clusters Score -8.720314e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 25660 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 29352 members 
Mstep: Class 5 contains 5076 members 
Mstep: Class 7 contains 36070 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22712 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18811 members 
Mstep: Class 13 contains 23554 members 
Mstep: Class 14 contains 10640 members 
Mstep: Class 15 contains 20089 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 17 contains 29060 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26752 members 
Mstep: Class 21 contains 36690 members 
Mstep: Class 22 contains 19680 members 
Mstep: Class 23 contains 19027 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19921 members 
Mstep: Class 27 contains 20139 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10775 members 
Mstep: Class 30 contains 20000 members 
Mstep: Class 31 contains 17012 members 
Mstep: Class 32 contains 18379 members 
Mstep: Class 33 contains 20880 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87203504.000000 Penalty: 106896.671875
Iteration 308Q: 34 clusters Score -8.72035e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 25484 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 28634 members 
Mstep: Class 5 contains 5087 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22641 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 10633 members 
Mstep: Class 15 contains 20065 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 28973 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 36677 members 
Mstep: Class 22 contains 19676 members 
Mstep: Class 23 contains 19121 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19911 members 
Mstep: Class 27 contains 20123 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10702 members 
Mstep: Class 30 contains 20010 members 
Mstep: Class 31 contains 18275 members 
Mstep: Class 32 contains 18289 members 
Mstep: Class 33 contains 20805 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204192.000000 Penalty: 106896.671875
Iteration 309Q: 34 clusters Score -8.720419e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 25211 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 27887 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 7 contains 35987 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22552 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18932 members 
Mstep: Class 13 contains 23486 members 
Mstep: Class 14 contains 10627 members 
Mstep: Class 15 contains 20030 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 28887 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26767 members 
Mstep: Class 21 contains 36662 members 
Mstep: Class 22 contains 19572 members 
Mstep: Class 23 contains 19215 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19867 members 
Mstep: Class 27 contains 20071 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10676 members 
Mstep: Class 30 contains 19957 members 
Mstep: Class 31 contains 19868 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 33 contains 20751 members 
Mstep: Class 34 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205048.000000 Penalty: 106896.671875
Iteration 310Q: 34 clusters Score -8.720505e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24870 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 27023 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 7 contains 36022 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22407 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18926 members 
Mstep: Class 13 contains 23500 members 
Mstep: Class 14 contains 10647 members 
Mstep: Class 15 contains 19955 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 28804 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26764 members 
Mstep: Class 21 contains 36609 members 
Mstep: Class 22 contains 19289 members 
Mstep: Class 23 contains 19231 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19821 members 
Mstep: Class 27 contains 19931 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10700 members 
Mstep: Class 30 contains 19811 members 
Mstep: Class 31 contains 22105 members 
Mstep: Class 32 contains 18100 members 
Mstep: Class 33 contains 20689 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205824.000000 Penalty: 106896.671875
Iteration 311Q: 34 clusters Score -8.720582e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24521 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 25911 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 7 contains 36089 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22197 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18859 members 
Mstep: Class 13 contains 23533 members 
Mstep: Class 14 contains 10643 members 
Mstep: Class 15 contains 19844 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 28781 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26763 members 
Mstep: Class 21 contains 36564 members 
Mstep: Class 22 contains 18836 members 
Mstep: Class 23 contains 19260 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19785 members 
Mstep: Class 27 contains 19732 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10768 members 
Mstep: Class 30 contains 19624 members 
Mstep: Class 31 contains 24898 members 
Mstep: Class 32 contains 18030 members 
Mstep: Class 33 contains 20565 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205448.000000 Penalty: 106896.671875
Iteration 312Q: 34 clusters Score -8.720545e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24376 members 
Mstep: Class 3 contains 7759 members 
Mstep: Class 4 contains 24979 members 
Mstep: Class 5 contains 5112 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22048 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18841 members 
Mstep: Class 13 contains 23574 members 
Mstep: Class 14 contains 10671 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 28851 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26766 members 
Mstep: Class 21 contains 36563 members 
Mstep: Class 22 contains 18319 members 
Mstep: Class 23 contains 19255 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19746 members 
Mstep: Class 27 contains 19594 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 10904 members 
Mstep: Class 30 contains 19497 members 
Mstep: Class 31 contains 26681 members 
Mstep: Class 32 contains 17971 members 
Mstep: Class 33 contains 20562 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204680.000000 Penalty: 106896.671875
Iteration 313Q: 34 clusters Score -8.720468e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24393 members 
Mstep: Class 3 contains 7755 members 
Mstep: Class 4 contains 24568 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 7 contains 36111 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18977 members 
Mstep: Class 13 contains 23605 members 
Mstep: Class 14 contains 10667 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 4335 members 
Mstep: Class 17 contains 28956 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26788 members 
Mstep: Class 21 contains 36565 members 
Mstep: Class 22 contains 18167 members 
Mstep: Class 23 contains 19286 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19682 members 
Mstep: Class 27 contains 19610 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 11103 members 
Mstep: Class 30 contains 19496 members 
Mstep: Class 31 contains 26573 members 
Mstep: Class 32 contains 17932 members 
Mstep: Class 33 contains 20754 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204632.000000 Penalty: 106896.671875
Iteration 314Q: 34 clusters Score -8.720463e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24467 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 5129 members 
Mstep: Class 7 contains 36074 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 23564 members 
Mstep: Class 14 contains 10671 members 
Mstep: Class 15 contains 19970 members 
Mstep: Class 16 contains 4327 members 
Mstep: Class 17 contains 29035 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26818 members 
Mstep: Class 21 contains 36566 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 19275 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19627 members 
Mstep: Class 27 contains 19687 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 11305 members 
Mstep: Class 30 contains 19584 members 
Mstep: Class 31 contains 25994 members 
Mstep: Class 32 contains 17929 members 
Mstep: Class 33 contains 20935 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204368.000000 Penalty: 106896.671875
Iteration 315Q: 34 clusters Score -8.720437e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 24511 members 
Mstep: Class 3 contains 7754 members 
Mstep: Class 4 contains 24281 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 7 contains 35991 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22062 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19131 members 
Mstep: Class 13 contains 23529 members 
Mstep: Class 14 contains 10665 members 
Mstep: Class 15 contains 19946 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 29095 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26846 members 
Mstep: Class 21 contains 36567 members 
Mstep: Class 22 contains 18337 members 
Mstep: Class 23 contains 19310 members 
Mstep: Class 24 contains 542 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19560 members 
Mstep: Class 27 contains 19737 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 11519 members 
Mstep: Class 30 contains 19689 members 
Mstep: Class 31 contains 25444 members 
Mstep: Class 32 contains 17922 members 
Mstep: Class 33 contains 21057 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204544.000000 Penalty: 106896.671875
Iteration 316Q: 34 clusters Score -8.720454e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 24513 members 
Mstep: Class 3 contains 7752 members 
Mstep: Class 4 contains 24207 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 7 contains 35906 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22067 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19160 members 
Mstep: Class 13 contains 23496 members 
Mstep: Class 14 contains 10646 members 
Mstep: Class 15 contains 19889 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 29156 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26861 members 
Mstep: Class 21 contains 36568 members 
Mstep: Class 22 contains 18545 members 
Mstep: Class 23 contains 19336 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19507 members 
Mstep: Class 27 contains 19808 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 11706 members 
Mstep: Class 30 contains 19764 members 
Mstep: Class 31 contains 24991 members 
Mstep: Class 32 contains 17914 members 
Mstep: Class 33 contains 21160 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204928.000000 Penalty: 106896.671875
Iteration 317Q: 34 clusters Score -8.720493e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24492 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 24167 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 7 contains 35829 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19181 members 
Mstep: Class 13 contains 23468 members 
Mstep: Class 14 contains 10633 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 29194 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26886 members 
Mstep: Class 21 contains 36561 members 
Mstep: Class 22 contains 18778 members 
Mstep: Class 23 contains 19359 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19473 members 
Mstep: Class 27 contains 19839 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 11945 members 
Mstep: Class 30 contains 19834 members 
Mstep: Class 31 contains 24596 members 
Mstep: Class 32 contains 17870 members 
Mstep: Class 33 contains 21194 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204952.000000 Penalty: 106896.671875
Iteration 318Q: 34 clusters Score -8.720495e+07 nChanged 2800
Entering ConstructFrom: 
Score: -87204952.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -456062.593750 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -456062.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -453060.312500 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -453060.3 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -453697.812500 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -453697.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -453877.593750 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -453877.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -454028.343750 Penalty: 3902.654053
	Iteration 3F: 3 clusters Score -454028.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -454196.250000 Penalty: 3902.654053
	Iteration 4Q: 3 clusters Score -454196.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -454391.625000 Penalty: 3902.654053
	Iteration 5Q: 3 clusters Score -454391.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -454650.812500 Penalty: 3902.654053
	Iteration 6F: 3 clusters Score -454650.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -454897.875000 Penalty: 3902.654053
	Iteration 7F: 3 clusters Score -454897.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -455178.718750 Penalty: 3902.654053
	Iteration 8F: 3 clusters Score -455178.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -455459.468750 Penalty: 3902.654053
	Iteration 9F: 3 clusters Score -455459.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -455638.750000 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -455638.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -455730.875000 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -455730.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -455772.093750 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -455772.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -455799.187500 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -455799.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -455813.937500 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -455813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -455821.656250 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -455821.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -455826.812500 Penalty: 3902.654053
	Iteration 16Q: 3 clusters Score -455826.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -455836.406250 Penalty: 3902.654053
	Iteration 17Q: 3 clusters Score -455836.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -455841.812500 Penalty: 3902.654053
	Iteration 18Q: 3 clusters Score -455841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -455845.062500 Penalty: 3902.654053
	Iteration 19Q: 3 clusters Score -455845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -455847.781250 Penalty: 3902.654053
	Iteration 20F: 3 clusters Score -455847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -455851.781250 Penalty: 3902.654053
	Iteration 21Q: 3 clusters Score -455851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -455852.468750 Penalty: 3902.654053
	Iteration 22Q: 3 clusters Score -455852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -455854.281250 Penalty: 3902.654053
	Iteration 23Q: 3 clusters Score -455854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -455854.718750 Penalty: 3902.654053
	Iteration 24Q: 3 clusters Score -455854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -455854.718750 Penalty: 3902.654053
	Iteration 25F: 3 clusters Score -455854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Entering Unmasked Estep 
Score: -4552379.500000 Penalty: 2505.877441
	Iteration 0F: 2 clusters Score -4552380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4537878.500000 Penalty: 5011.754883
	Iteration 0F: 3 clusters Score -4537878 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4543755.500000 Penalty: 5011.754883
	Iteration 1F: 3 clusters Score -4543756 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4544157.500000 Penalty: 5011.754883
	Iteration 2Q: 3 clusters Score -4544158 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4544505.500000 Penalty: 5011.754883
	Iteration 3Q: 3 clusters Score -4544506 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4544850.500000 Penalty: 5011.754883
	Iteration 4Q: 3 clusters Score -4544850 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4545173.000000 Penalty: 5011.754883
	Iteration 5Q: 3 clusters Score -4545173 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4545534.500000 Penalty: 5011.754883
	Iteration 6Q: 3 clusters Score -4545534 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -4545942.500000 Penalty: 5011.754883
	Iteration 7Q: 3 clusters Score -4545942 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4546364.000000 Penalty: 5011.754883
	Iteration 8Q: 3 clusters Score -4546364 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4546848.000000 Penalty: 5011.754883
	Iteration 9Q: 3 clusters Score -4546848 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4547393.000000 Penalty: 5011.754883
	Iteration 10Q: 3 clusters Score -4547393 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4548007.500000 Penalty: 5011.754883
	Iteration 11Q: 3 clusters Score -4548008 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4548614.500000 Penalty: 5011.754883
	Iteration 12Q: 3 clusters Score -4548614 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4549151.500000 Penalty: 5011.754883
	Iteration 13Q: 3 clusters Score -4549152 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4549494.000000 Penalty: 5011.754883
	Iteration 14Q: 3 clusters Score -4549494 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4549705.500000 Penalty: 5011.754883
	Iteration 15Q: 3 clusters Score -4549706 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4549795.000000 Penalty: 5011.754883
	Iteration 16Q: 3 clusters Score -4549795 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4549853.500000 Penalty: 5011.754883
	Iteration 17Q: 3 clusters Score -4549854 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4549903.000000 Penalty: 5011.754883
	Iteration 18Q: 3 clusters Score -4549903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4549944.000000 Penalty: 5011.754883
	Iteration 19Q: 3 clusters Score -4549944 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4549965.500000 Penalty: 5011.754883
	Iteration 20F: 3 clusters Score -4549966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -4549969.500000 Penalty: 5011.754883
	Iteration 21Q: 3 clusters Score -4549970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4549980.000000 Penalty: 5011.754883
	Iteration 22Q: 3 clusters Score -4549980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4550006.000000 Penalty: 5011.754883
	Iteration 23Q: 3 clusters Score -4550006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4550023.500000 Penalty: 5011.754883
	Iteration 24Q: 3 clusters Score -4550024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4550036.000000 Penalty: 5011.754883
	Iteration 25Q: 3 clusters Score -4550036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4550071.500000 Penalty: 5011.754883
	Iteration 26Q: 3 clusters Score -4550072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4550098.500000 Penalty: 5011.754883
	Iteration 27Q: 3 clusters Score -4550098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4550125.000000 Penalty: 5011.754883
	Iteration 28Q: 3 clusters Score -4550125 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4550163.500000 Penalty: 5011.754883
	Iteration 29Q: 3 clusters Score -4550164 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4550204.000000 Penalty: 5011.754883
	Iteration 30Q: 3 clusters Score -4550204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4550226.500000 Penalty: 5011.754883
	Iteration 31Q: 3 clusters Score -4550226 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4550239.000000 Penalty: 5011.754883
	Iteration 32Q: 3 clusters Score -4550239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4550267.500000 Penalty: 5011.754883
	Iteration 33Q: 3 clusters Score -4550268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4550292.500000 Penalty: 5011.754883
	Iteration 34Q: 3 clusters Score -4550292 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4550336.500000 Penalty: 5011.754883
	Iteration 35Q: 3 clusters Score -4550336 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4550369.500000 Penalty: 5011.754883
	Iteration 36Q: 3 clusters Score -4550370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4550414.500000 Penalty: 5011.754883
	Iteration 37Q: 3 clusters Score -4550414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4550449.500000 Penalty: 5011.754883
	Iteration 38Q: 3 clusters Score -4550450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4550472.500000 Penalty: 5011.754883
	Iteration 39Q: 3 clusters Score -4550472 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4550513.000000 Penalty: 5011.754883
	Iteration 40F: 3 clusters Score -4550513 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4550540.000000 Penalty: 5011.754883
	Iteration 41Q: 3 clusters Score -4550540 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4550582.000000 Penalty: 5011.754883
	Iteration 42Q: 3 clusters Score -4550582 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4550628.500000 Penalty: 5011.754883
	Iteration 43Q: 3 clusters Score -4550628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4550659.500000 Penalty: 5011.754883
	Iteration 44Q: 3 clusters Score -4550660 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4550699.500000 Penalty: 5011.754883
	Iteration 45Q: 3 clusters Score -4550700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4550734.500000 Penalty: 5011.754883
	Iteration 46Q: 3 clusters Score -4550734 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4550772.000000 Penalty: 5011.754883
	Iteration 47Q: 3 clusters Score -4550772 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4550832.000000 Penalty: 5011.754883
	Iteration 48Q: 3 clusters Score -4550832 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4550872.500000 Penalty: 5011.754883
	Iteration 49Q: 3 clusters Score -4550872 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -4550917.500000 Penalty: 5011.754883
	Iteration 50Q: 3 clusters Score -4550918 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4550970.500000 Penalty: 5011.754883
	Iteration 51Q: 3 clusters Score -4550970 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4550996.000000 Penalty: 5011.754883
	Iteration 52Q: 3 clusters Score -4550996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4551040.000000 Penalty: 5011.754883
	Iteration 53Q: 3 clusters Score -4551040 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4551078.000000 Penalty: 5011.754883
	Iteration 54Q: 3 clusters Score -4551078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -4551131.500000 Penalty: 5011.754883
	Iteration 55Q: 3 clusters Score -4551132 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4551170.000000 Penalty: 5011.754883
	Iteration 56Q: 3 clusters Score -4551170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4551208.000000 Penalty: 5011.754883
	Iteration 57Q: 3 clusters Score -4551208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4551230.000000 Penalty: 5011.754883
	Iteration 58Q: 3 clusters Score -4551230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4551274.000000 Penalty: 5011.754883
	Iteration 59Q: 3 clusters Score -4551274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4551350.000000 Penalty: 5011.754883
	Iteration 60F: 3 clusters Score -4551350 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4551386.000000 Penalty: 5011.754883
	Iteration 61Q: 3 clusters Score -4551386 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4551420.500000 Penalty: 5011.754883
	Iteration 62Q: 3 clusters Score -4551420 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4551449.000000 Penalty: 5011.754883
	Iteration 63Q: 3 clusters Score -4551449 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4551486.500000 Penalty: 5011.754883
	Iteration 64Q: 3 clusters Score -4551486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4551529.000000 Penalty: 5011.754883
	Iteration 65Q: 3 clusters Score -4551529 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4551557.500000 Penalty: 5011.754883
	Iteration 66Q: 3 clusters Score -4551558 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4551583.500000 Penalty: 5011.754883
	Iteration 67Q: 3 clusters Score -4551584 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4551579.500000 Penalty: 5011.754883
	Iteration 68Q: 3 clusters Score -4551580 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -4551549.000000 Penalty: 5011.754883
	Iteration 69Q: 3 clusters Score -4551549 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4551504.000000 Penalty: 5011.754883
	Iteration 70Q: 3 clusters Score -4551504 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4551453.500000 Penalty: 5011.754883
	Iteration 71Q: 3 clusters Score -4551454 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4551401.500000 Penalty: 5011.754883
	Iteration 72Q: 3 clusters Score -4551402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4551370.500000 Penalty: 5011.754883
	Iteration 73Q: 3 clusters Score -4551370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4551343.500000 Penalty: 5011.754883
	Iteration 74Q: 3 clusters Score -4551344 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4551305.500000 Penalty: 5011.754883
	Iteration 75Q: 3 clusters Score -4551306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4551290.500000 Penalty: 5011.754883
	Iteration 76Q: 3 clusters Score -4551290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4551280.000000 Penalty: 5011.754883
	Iteration 77Q: 3 clusters Score -4551280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4551228.500000 Penalty: 5011.754883
	Iteration 78Q: 3 clusters Score -4551228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4551211.000000 Penalty: 5011.754883
	Iteration 79Q: 3 clusters Score -4551211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4551194.500000 Penalty: 5011.754883
	Iteration 80F: 3 clusters Score -4551194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4551161.500000 Penalty: 5011.754883
	Iteration 81Q: 3 clusters Score -4551162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4551127.000000 Penalty: 5011.754883
	Iteration 82Q: 3 clusters Score -4551127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4551090.000000 Penalty: 5011.754883
	Iteration 83Q: 3 clusters Score -4551090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4551083.000000 Penalty: 5011.754883
	Iteration 84Q: 3 clusters Score -4551083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4551039.000000 Penalty: 5011.754883
	Iteration 85Q: 3 clusters Score -4551039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4551028.000000 Penalty: 5011.754883
	Iteration 86Q: 3 clusters Score -4551028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4551021.500000 Penalty: 5011.754883
	Iteration 87Q: 3 clusters Score -4551022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4551008.000000 Penalty: 5011.754883
	Iteration 88Q: 3 clusters Score -4551008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4550993.500000 Penalty: 5011.754883
	Iteration 89Q: 3 clusters Score -4550994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4550991.000000 Penalty: 5011.754883
	Iteration 90Q: 3 clusters Score -4550991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4550977.000000 Penalty: 5011.754883
	Iteration 91Q: 3 clusters Score -4550977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4550967.500000 Penalty: 5011.754883
	Iteration 92Q: 3 clusters Score -4550968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4550959.500000 Penalty: 5011.754883
	Iteration 93Q: 3 clusters Score -4550960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4550952.500000 Penalty: 5011.754883
	Iteration 94Q: 3 clusters Score -4550952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4550947.000000 Penalty: 5011.754883
	Iteration 95Q: 3 clusters Score -4550947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4550934.000000 Penalty: 5011.754883
	Iteration 96Q: 3 clusters Score -4550934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4550924.500000 Penalty: 5011.754883
	Iteration 97Q: 3 clusters Score -4550924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4550921.000000 Penalty: 5011.754883
	Iteration 98Q: 3 clusters Score -4550921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4550910.500000 Penalty: 5011.754883
	Iteration 99Q: 3 clusters Score -4550910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4550916.500000 Penalty: 5011.754883
	Iteration 100F: 3 clusters Score -4550916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4550910.000000 Penalty: 5011.754883
	Iteration 101Q: 3 clusters Score -4550910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4550911.500000 Penalty: 5011.754883
	Iteration 102Q: 3 clusters Score -4550912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4550910.000000 Penalty: 5011.754883
	Iteration 103Q: 3 clusters Score -4550910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4550912.000000 Penalty: 5011.754883
	Iteration 104Q: 3 clusters Score -4550912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4550922.000000 Penalty: 5011.754883
	Iteration 105Q: 3 clusters Score -4550922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4550915.500000 Penalty: 5011.754883
	Iteration 106Q: 3 clusters Score -4550916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4550912.500000 Penalty: 5011.754883
	Iteration 107Q: 3 clusters Score -4550912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4550905.500000 Penalty: 5011.754883
	Iteration 108Q: 3 clusters Score -4550906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4550902.000000 Penalty: 5011.754883
	Iteration 109Q: 3 clusters Score -4550902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4550908.500000 Penalty: 5011.754883
	Iteration 110Q: 3 clusters Score -4550908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4550909.500000 Penalty: 5011.754883
	Iteration 111Q: 3 clusters Score -4550910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4550909.500000 Penalty: 5011.754883
	Iteration 112F: 3 clusters Score -4550910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Entering Unmasked Estep 
Score: -1404529.750000 Penalty: 2220.983154
	Iteration 0F: 2 clusters Score -1404530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1398320.625000 Penalty: 4441.966309
	Iteration 0F: 3 clusters Score -1398321 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1400288.625000 Penalty: 4441.966309
	Iteration 1F: 3 clusters Score -1400289 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1400866.000000 Penalty: 4441.966309
	Iteration 2F: 3 clusters Score -1400866 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1401397.125000 Penalty: 4441.966309
	Iteration 3F: 3 clusters Score -1401397 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1401898.500000 Penalty: 4441.966309
	Iteration 4F: 3 clusters Score -1401898 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1402386.625000 Penalty: 4441.966309
	Iteration 5F: 3 clusters Score -1402387 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1402880.750000 Penalty: 4441.966309
	Iteration 6F: 3 clusters Score -1402881 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1403276.250000 Penalty: 4441.966309
	Iteration 7F: 3 clusters Score -1403276 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1403512.125000 Penalty: 4441.966309
	Iteration 8Q: 3 clusters Score -1403512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1403660.625000 Penalty: 4441.966309
	Iteration 9Q: 3 clusters Score -1403661 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1403781.250000 Penalty: 4441.966309
	Iteration 10Q: 3 clusters Score -1403781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1403841.000000 Penalty: 4441.966309
	Iteration 11Q: 3 clusters Score -1403841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1403873.000000 Penalty: 4441.966309
	Iteration 12Q: 3 clusters Score -1403873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1403893.875000 Penalty: 4441.966309
	Iteration 13Q: 3 clusters Score -1403894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1403902.750000 Penalty: 4441.966309
	Iteration 14Q: 3 clusters Score -1403903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1403903.500000 Penalty: 4441.966309
	Iteration 15Q: 3 clusters Score -1403904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1403906.125000 Penalty: 4441.966309
	Iteration 16Q: 3 clusters Score -1403906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1403907.875000 Penalty: 4441.966309
	Iteration 17Q: 3 clusters Score -1403908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1403910.875000 Penalty: 4441.966309
	Iteration 18Q: 3 clusters Score -1403911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1403909.750000 Penalty: 4441.966309
	Iteration 19Q: 3 clusters Score -1403910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1403909.750000 Penalty: 4441.966309
	Iteration 20F: 3 clusters Score -1403910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Entering Unmasked Estep 
Score: -4490689.500000 Penalty: 2502.979980
	Iteration 0F: 2 clusters Score -4490690 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 12092 members 
Entering Unmasked Estep 
Score: -4475682.500000 Penalty: 5005.959961
	Iteration 0F: 3 clusters Score -4475682 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4481681.500000 Penalty: 5005.959961
	Iteration 1F: 3 clusters Score -4481682 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4482306.500000 Penalty: 5005.959961
	Iteration 2F: 3 clusters Score -4482306 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -4482895.000000 Penalty: 5005.959961
	Iteration 3F: 3 clusters Score -4482895 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4483508.500000 Penalty: 5005.959961
	Iteration 4F: 3 clusters Score -4483508 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4484170.000000 Penalty: 5005.959961
	Iteration 5F: 3 clusters Score -4484170 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4484926.000000 Penalty: 5005.959961
	Iteration 6F: 3 clusters Score -4484926 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4485762.500000 Penalty: 5005.959961
	Iteration 7F: 3 clusters Score -4485762 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4486582.000000 Penalty: 5005.959961
	Iteration 8Q: 3 clusters Score -4486582 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4487188.500000 Penalty: 5005.959961
	Iteration 9Q: 3 clusters Score -4487188 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4487580.000000 Penalty: 5005.959961
	Iteration 10Q: 3 clusters Score -4487580 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4487789.000000 Penalty: 5005.959961
	Iteration 11Q: 3 clusters Score -4487789 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4487940.000000 Penalty: 5005.959961
	Iteration 12Q: 3 clusters Score -4487940 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -4488063.500000 Penalty: 5005.959961
	Iteration 13Q: 3 clusters Score -4488064 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4488182.500000 Penalty: 5005.959961
	Iteration 14Q: 3 clusters Score -4488182 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4488302.000000 Penalty: 5005.959961
	Iteration 15Q: 3 clusters Score -4488302 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -4488419.500000 Penalty: 5005.959961
	Iteration 16Q: 3 clusters Score -4488420 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4488572.500000 Penalty: 5005.959961
	Iteration 17Q: 3 clusters Score -4488572 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4488691.000000 Penalty: 5005.959961
	Iteration 18Q: 3 clusters Score -4488691 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4488782.000000 Penalty: 5005.959961
	Iteration 19Q: 3 clusters Score -4488782 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4488875.500000 Penalty: 5005.959961
	Iteration 20F: 3 clusters Score -4488876 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4488944.500000 Penalty: 5005.959961
	Iteration 21Q: 3 clusters Score -4488944 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4489022.500000 Penalty: 5005.959961
	Iteration 22Q: 3 clusters Score -4489022 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4489075.000000 Penalty: 5005.959961
	Iteration 23Q: 3 clusters Score -4489075 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4489159.000000 Penalty: 5005.959961
	Iteration 24Q: 3 clusters Score -4489159 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4489199.000000 Penalty: 5005.959961
	Iteration 25Q: 3 clusters Score -4489199 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4489233.500000 Penalty: 5005.959961
	Iteration 26Q: 3 clusters Score -4489234 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4489251.500000 Penalty: 5005.959961
	Iteration 27Q: 3 clusters Score -4489252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4489268.500000 Penalty: 5005.959961
	Iteration 28Q: 3 clusters Score -4489268 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -4489249.500000 Penalty: 5005.959961
	Iteration 29Q: 3 clusters Score -4489250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4489234.500000 Penalty: 5005.959961
	Iteration 30Q: 3 clusters Score -4489234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4489231.500000 Penalty: 5005.959961
	Iteration 31Q: 3 clusters Score -4489232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4489220.000000 Penalty: 5005.959961
	Iteration 32Q: 3 clusters Score -4489220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4489208.000000 Penalty: 5005.959961
	Iteration 33Q: 3 clusters Score -4489208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4489208.000000 Penalty: 5005.959961
	Iteration 34Q: 3 clusters Score -4489208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4489201.500000 Penalty: 5005.959961
	Iteration 35Q: 3 clusters Score -4489202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4489200.500000 Penalty: 5005.959961
	Iteration 36Q: 3 clusters Score -4489200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4489198.000000 Penalty: 5005.959961
	Iteration 37Q: 3 clusters Score -4489198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4489213.500000 Penalty: 5005.959961
	Iteration 38Q: 3 clusters Score -4489214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4489207.000000 Penalty: 5005.959961
	Iteration 39Q: 3 clusters Score -4489207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4489215.500000 Penalty: 5005.959961
	Iteration 40F: 3 clusters Score -4489216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4489206.000000 Penalty: 5005.959961
	Iteration 41Q: 3 clusters Score -4489206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4489185.500000 Penalty: 5005.959961
	Iteration 42Q: 3 clusters Score -4489186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -4489179.500000 Penalty: 5005.959961
	Iteration 43Q: 3 clusters Score -4489180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4489176.500000 Penalty: 5005.959961
	Iteration 44Q: 3 clusters Score -4489176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4489183.000000 Penalty: 5005.959961
	Iteration 45Q: 3 clusters Score -4489183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4489176.500000 Penalty: 5005.959961
	Iteration 46Q: 3 clusters Score -4489176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4489178.000000 Penalty: 5005.959961
	Iteration 47Q: 3 clusters Score -4489178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4489174.500000 Penalty: 5005.959961
	Iteration 48Q: 3 clusters Score -4489174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4489168.500000 Penalty: 5005.959961
	Iteration 49Q: 3 clusters Score -4489168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4489169.000000 Penalty: 5005.959961
	Iteration 50Q: 3 clusters Score -4489169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4489172.500000 Penalty: 5005.959961
	Iteration 51Q: 3 clusters Score -4489172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4489172.000000 Penalty: 5005.959961
	Iteration 52Q: 3 clusters Score -4489172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4489173.500000 Penalty: 5005.959961
	Iteration 53Q: 3 clusters Score -4489174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4489164.000000 Penalty: 5005.959961
	Iteration 54Q: 3 clusters Score -4489164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -4489164.000000 Penalty: 5005.959961
	Iteration 55Q: 3 clusters Score -4489164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4489155.000000 Penalty: 5005.959961
	Iteration 56Q: 3 clusters Score -4489155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4489160.000000 Penalty: 5005.959961
	Iteration 57Q: 3 clusters Score -4489160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4489161.500000 Penalty: 5005.959961
	Iteration 58Q: 3 clusters Score -4489162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -4489163.000000 Penalty: 5005.959961
	Iteration 59Q: 3 clusters Score -4489163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -4489164.500000 Penalty: 5005.959961
	Iteration 60F: 3 clusters Score -4489164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4489160.000000 Penalty: 5005.959961
	Iteration 61Q: 3 clusters Score -4489160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4489156.000000 Penalty: 5005.959961
	Iteration 62Q: 3 clusters Score -4489156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4489152.000000 Penalty: 5005.959961
	Iteration 63Q: 3 clusters Score -4489152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4489155.000000 Penalty: 5005.959961
	Iteration 64Q: 3 clusters Score -4489155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4489156.000000 Penalty: 5005.959961
	Iteration 65Q: 3 clusters Score -4489156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4489151.500000 Penalty: 5005.959961
	Iteration 66Q: 3 clusters Score -4489152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4489152.000000 Penalty: 5005.959961
	Iteration 67Q: 3 clusters Score -4489152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4489149.500000 Penalty: 5005.959961
	Iteration 68Q: 3 clusters Score -4489150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4489147.500000 Penalty: 5005.959961
	Iteration 69Q: 3 clusters Score -4489148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4489150.000000 Penalty: 5005.959961
	Iteration 70Q: 3 clusters Score -4489150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4489151.500000 Penalty: 5005.959961
	Iteration 71Q: 3 clusters Score -4489152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4489151.500000 Penalty: 5005.959961
	Iteration 72F: 3 clusters Score -4489152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -895594.437500 Penalty: 2119.787109
	Iteration 0F: 2 clusters Score -895594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -891008.437500 Penalty: 4239.574219
	Iteration 0F: 3 clusters Score -891008.4 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -892191.250000 Penalty: 4239.574219
	Iteration 1F: 3 clusters Score -892191.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -892549.062500 Penalty: 4239.574219
	Iteration 2F: 3 clusters Score -892549.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -892808.812500 Penalty: 4239.574219
	Iteration 3F: 3 clusters Score -892808.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -893034.000000 Penalty: 4239.574219
	Iteration 4F: 3 clusters Score -893034 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -893172.937500 Penalty: 4239.574219
	Iteration 5Q: 3 clusters Score -893172.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -893258.687500 Penalty: 4239.574219
	Iteration 6Q: 3 clusters Score -893258.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -893325.000000 Penalty: 4239.574219
	Iteration 7Q: 3 clusters Score -893325 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -893376.062500 Penalty: 4239.574219
	Iteration 8Q: 3 clusters Score -893376.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -893420.937500 Penalty: 4239.574219
	Iteration 9Q: 3 clusters Score -893420.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -893472.562500 Penalty: 4239.574219
	Iteration 10Q: 3 clusters Score -893472.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -893536.312500 Penalty: 4239.574219
	Iteration 11Q: 3 clusters Score -893536.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -893582.500000 Penalty: 4239.574219
	Iteration 12Q: 3 clusters Score -893582.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -893629.937500 Penalty: 4239.574219
	Iteration 13Q: 3 clusters Score -893629.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -893678.687500 Penalty: 4239.574219
	Iteration 14Q: 3 clusters Score -893678.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -893716.187500 Penalty: 4239.574219
	Iteration 15Q: 3 clusters Score -893716.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -893752.937500 Penalty: 4239.574219
	Iteration 16Q: 3 clusters Score -893752.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -893790.750000 Penalty: 4239.574219
	Iteration 17Q: 3 clusters Score -893790.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -893830.625000 Penalty: 4239.574219
	Iteration 18Q: 3 clusters Score -893830.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -893880.062500 Penalty: 4239.574219
	Iteration 19Q: 3 clusters Score -893880.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -893946.500000 Penalty: 4239.574219
	Iteration 20F: 3 clusters Score -893946.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -894028.062500 Penalty: 4239.574219
	Iteration 21Q: 3 clusters Score -894028.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -894127.000000 Penalty: 4239.574219
	Iteration 22Q: 3 clusters Score -894127 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -894232.312500 Penalty: 4239.574219
	Iteration 23Q: 3 clusters Score -894232.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -894315.312500 Penalty: 4239.574219
	Iteration 24Q: 3 clusters Score -894315.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -894408.375000 Penalty: 4239.574219
	Iteration 25Q: 3 clusters Score -894408.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -894495.000000 Penalty: 4239.574219
	Iteration 26Q: 3 clusters Score -894495 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -894601.375000 Penalty: 4239.574219
	Iteration 27Q: 3 clusters Score -894601.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -894715.500000 Penalty: 4239.574219
	Iteration 28Q: 3 clusters Score -894715.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -894824.812500 Penalty: 4239.574219
	Iteration 29Q: 3 clusters Score -894824.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -894930.125000 Penalty: 4239.574219
	Iteration 30Q: 3 clusters Score -894930.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -895022.375000 Penalty: 4239.574219
	Iteration 31Q: 3 clusters Score -895022.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -895096.937500 Penalty: 4239.574219
	Iteration 32Q: 3 clusters Score -895096.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -895146.937500 Penalty: 4239.574219
	Iteration 33Q: 3 clusters Score -895146.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -895179.187500 Penalty: 4239.574219
	Iteration 34Q: 3 clusters Score -895179.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -895205.812500 Penalty: 4239.574219
	Iteration 35Q: 3 clusters Score -895205.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -895243.000000 Penalty: 4239.574219
	Iteration 36Q: 3 clusters Score -895243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -895269.312500 Penalty: 4239.574219
	Iteration 37Q: 3 clusters Score -895269.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -895295.500000 Penalty: 4239.574219
	Iteration 38Q: 3 clusters Score -895295.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -895316.000000 Penalty: 4239.574219
	Iteration 39Q: 3 clusters Score -895316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -895335.250000 Penalty: 4239.574219
	Iteration 40F: 3 clusters Score -895335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -895344.187500 Penalty: 4239.574219
	Iteration 41Q: 3 clusters Score -895344.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -895354.375000 Penalty: 4239.574219
	Iteration 42Q: 3 clusters Score -895354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -895360.000000 Penalty: 4239.574219
	Iteration 43Q: 3 clusters Score -895360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -895363.625000 Penalty: 4239.574219
	Iteration 44Q: 3 clusters Score -895363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -895366.562500 Penalty: 4239.574219
	Iteration 45Q: 3 clusters Score -895366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -895371.437500 Penalty: 4239.574219
	Iteration 46Q: 3 clusters Score -895371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -895371.312500 Penalty: 4239.574219
	Iteration 47Q: 3 clusters Score -895371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -895375.187500 Penalty: 4239.574219
	Iteration 48Q: 3 clusters Score -895375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -895379.687500 Penalty: 4239.574219
	Iteration 49Q: 3 clusters Score -895379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -895381.187500 Penalty: 4239.574219
	Iteration 50Q: 3 clusters Score -895381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -895383.250000 Penalty: 4239.574219
	Iteration 51Q: 3 clusters Score -895383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -895383.250000 Penalty: 4239.574219
	Iteration 52Q: 3 clusters Score -895383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -895383.250000 Penalty: 4239.574219
	Iteration 53F: 3 clusters Score -895383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Entering Unmasked Estep 
Score: -6397794.000000 Penalty: 2600.378174
	Iteration 0F: 2 clusters Score -6397794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -6373964.500000 Penalty: 5200.756348
	Iteration 0F: 3 clusters Score -6373964 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -6382783.500000 Penalty: 5200.756348
	Iteration 1F: 3 clusters Score -6382784 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6383262.000000 Penalty: 5200.756348
	Iteration 2Q: 3 clusters Score -6383262 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -6383661.500000 Penalty: 5200.756348
	Iteration 3Q: 3 clusters Score -6383662 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -6384092.000000 Penalty: 5200.756348
	Iteration 4Q: 3 clusters Score -6384092 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -6384650.000000 Penalty: 5200.756348
	Iteration 5Q: 3 clusters Score -6384650 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -6385379.500000 Penalty: 5200.756348
	Iteration 6Q: 3 clusters Score -6385380 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -6386317.000000 Penalty: 5200.756348
	Iteration 7F: 3 clusters Score -6386317 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6387741.000000 Penalty: 5200.756348
	Iteration 8F: 3 clusters Score -6387741 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -6389585.500000 Penalty: 5200.756348
	Iteration 9F: 3 clusters Score -6389586 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -6391608.000000 Penalty: 5200.756348
	Iteration 10F: 3 clusters Score -6391608 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6393404.000000 Penalty: 5200.756348
	Iteration 11F: 3 clusters Score -6393404 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -6394563.000000 Penalty: 5200.756348
	Iteration 12Q: 3 clusters Score -6394563 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -6395266.500000 Penalty: 5200.756348
	Iteration 13Q: 3 clusters Score -6395266 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6395674.500000 Penalty: 5200.756348
	Iteration 14Q: 3 clusters Score -6395674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -6395932.500000 Penalty: 5200.756348
	Iteration 15Q: 3 clusters Score -6395932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6396042.500000 Penalty: 5200.756348
	Iteration 16Q: 3 clusters Score -6396042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -6396121.000000 Penalty: 5200.756348
	Iteration 17Q: 3 clusters Score -6396121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6396171.000000 Penalty: 5200.756348
	Iteration 18Q: 3 clusters Score -6396171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -6396212.000000 Penalty: 5200.756348
	Iteration 19Q: 3 clusters Score -6396212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6396247.500000 Penalty: 5200.756348
	Iteration 20F: 3 clusters Score -6396248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -6396277.500000 Penalty: 5200.756348
	Iteration 21Q: 3 clusters Score -6396278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -6396298.500000 Penalty: 5200.756348
	Iteration 22Q: 3 clusters Score -6396298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -6396305.000000 Penalty: 5200.756348
	Iteration 23Q: 3 clusters Score -6396305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -6396322.000000 Penalty: 5200.756348
	Iteration 24Q: 3 clusters Score -6396322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6396323.000000 Penalty: 5200.756348
	Iteration 25Q: 3 clusters Score -6396323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6396323.500000 Penalty: 5200.756348
	Iteration 26Q: 3 clusters Score -6396324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6396332.000000 Penalty: 5200.756348
	Iteration 27Q: 3 clusters Score -6396332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6396330.000000 Penalty: 5200.756348
	Iteration 28Q: 3 clusters Score -6396330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -6396333.500000 Penalty: 5200.756348
	Iteration 29Q: 3 clusters Score -6396334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -6396336.500000 Penalty: 5200.756348
	Iteration 30Q: 3 clusters Score -6396336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6396339.500000 Penalty: 5200.756348
	Iteration 31Q: 3 clusters Score -6396340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -6396349.000000 Penalty: 5200.756348
	Iteration 32Q: 3 clusters Score -6396349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -6396361.000000 Penalty: 5200.756348
	Iteration 33Q: 3 clusters Score -6396361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6396354.500000 Penalty: 5200.756348
	Iteration 34Q: 3 clusters Score -6396354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6396362.500000 Penalty: 5200.756348
	Iteration 35Q: 3 clusters Score -6396362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6396366.000000 Penalty: 5200.756348
	Iteration 36Q: 3 clusters Score -6396366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6396372.000000 Penalty: 5200.756348
	Iteration 37Q: 3 clusters Score -6396372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6396368.500000 Penalty: 5200.756348
	Iteration 38Q: 3 clusters Score -6396368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6396368.000000 Penalty: 5200.756348
	Iteration 39Q: 3 clusters Score -6396368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -6396372.500000 Penalty: 5200.756348
	Iteration 40F: 3 clusters Score -6396372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -6396375.000000 Penalty: 5200.756348
	Iteration 41Q: 3 clusters Score -6396375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -6396377.000000 Penalty: 5200.756348
	Iteration 42Q: 3 clusters Score -6396377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -6396373.000000 Penalty: 5200.756348
	Iteration 43Q: 3 clusters Score -6396373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -6396379.500000 Penalty: 5200.756348
	Iteration 44Q: 3 clusters Score -6396380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -6396379.500000 Penalty: 5200.756348
	Iteration 45F: 3 clusters Score -6396380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 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 108 members 
Entering Unmasked Estep 
Score: -25801.591797 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25801.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26229.021484 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26229.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26369.705078 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26369.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26473.542969 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26473.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26664.591797 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26664.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26718.583984 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26718.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26738.945312 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26738.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26751.773438 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26751.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26753.796875 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -26753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26782.326172 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -26782.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26782.326172 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -26782.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 24165 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 6 contains 91 members 
Mstep: Class 7 contains 35789 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 21980 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19182 members 
Mstep: Class 13 contains 23454 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26905 members 
Mstep: Class 21 contains 36548 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19425 members 
Mstep: Class 27 contains 19865 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 12187 members 
Mstep: Class 30 contains 19877 members 
Mstep: Class 31 contains 24260 members 
Mstep: Class 32 contains 17840 members 
Mstep: Class 33 contains 21197 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
Score: -87203104.000000 Penalty: 110135.960938
Splitting cluster 8 changes total score from -87204952.000000 to -87203104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (21980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Entering Unmasked Estep 
Score: -4080269.000000 Penalty: 2479.476318
	Iteration 0F: 2 clusters Score -4080269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4066274.250000 Penalty: 4958.952637
	Iteration 0F: 3 clusters Score -4066274 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4071503.250000 Penalty: 4958.952637
	Iteration 1F: 3 clusters Score -4071503 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4071863.500000 Penalty: 4958.952637
	Iteration 2Q: 3 clusters Score -4071864 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4072149.250000 Penalty: 4958.952637
	Iteration 3Q: 3 clusters Score -4072149 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4072377.500000 Penalty: 4958.952637
	Iteration 4Q: 3 clusters Score -4072378 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4072601.250000 Penalty: 4958.952637
	Iteration 5Q: 3 clusters Score -4072601 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4072828.750000 Penalty: 4958.952637
	Iteration 6Q: 3 clusters Score -4072829 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4073099.750000 Penalty: 4958.952637
	Iteration 7Q: 3 clusters Score -4073100 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4073487.500000 Penalty: 4958.952637
	Iteration 8Q: 3 clusters Score -4073488 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4074049.750000 Penalty: 4958.952637
	Iteration 9Q: 3 clusters Score -4074050 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4074776.000000 Penalty: 4958.952637
	Iteration 10F: 3 clusters Score -4074776 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4075681.500000 Penalty: 4958.952637
	Iteration 11F: 3 clusters Score -4075682 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4076559.500000 Penalty: 4958.952637
	Iteration 12F: 3 clusters Score -4076560 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4077251.500000 Penalty: 4958.952637
	Iteration 13Q: 3 clusters Score -4077252 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4077643.750000 Penalty: 4958.952637
	Iteration 14Q: 3 clusters Score -4077644 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4077872.750000 Penalty: 4958.952637
	Iteration 15Q: 3 clusters Score -4077873 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4077994.000000 Penalty: 4958.952637
	Iteration 16Q: 3 clusters Score -4077994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4078067.750000 Penalty: 4958.952637
	Iteration 17Q: 3 clusters Score -4078068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4078122.750000 Penalty: 4958.952637
	Iteration 18Q: 3 clusters Score -4078123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4078155.000000 Penalty: 4958.952637
	Iteration 19Q: 3 clusters Score -4078155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4078183.500000 Penalty: 4958.952637
	Iteration 20F: 3 clusters Score -4078184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4078200.250000 Penalty: 4958.952637
	Iteration 21Q: 3 clusters Score -4078200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4078212.000000 Penalty: 4958.952637
	Iteration 22Q: 3 clusters Score -4078212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4078215.250000 Penalty: 4958.952637
	Iteration 23Q: 3 clusters Score -4078215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4078220.750000 Penalty: 4958.952637
	Iteration 24Q: 3 clusters Score -4078221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4078230.250000 Penalty: 4958.952637
	Iteration 25Q: 3 clusters Score -4078230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4078238.250000 Penalty: 4958.952637
	Iteration 26Q: 3 clusters Score -4078238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4078246.000000 Penalty: 4958.952637
	Iteration 27Q: 3 clusters Score -4078246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4078249.250000 Penalty: 4958.952637
	Iteration 28Q: 3 clusters Score -4078249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4078251.750000 Penalty: 4958.952637
	Iteration 29Q: 3 clusters Score -4078252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4078249.250000 Penalty: 4958.952637
	Iteration 30Q: 3 clusters Score -4078249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -4078252.250000 Penalty: 4958.952637
	Iteration 31Q: 3 clusters Score -4078252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4078256.500000 Penalty: 4958.952637
	Iteration 32Q: 3 clusters Score -4078256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4078257.250000 Penalty: 4958.952637
	Iteration 33Q: 3 clusters Score -4078257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4078259.750000 Penalty: 4958.952637
	Iteration 34Q: 3 clusters Score -4078260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4078260.750000 Penalty: 4958.952637
	Iteration 35Q: 3 clusters Score -4078261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4078260.750000 Penalty: 4958.952637
	Iteration 36F: 3 clusters Score -4078261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -221041.000000 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -221041 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -221824.078125 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221824.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -222293.531250 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222293.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222653.015625 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -222854.796875 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222854.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -222927.515625 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222927.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -222945.843750 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -222953.953125 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -222956.671875 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -222960.093750 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222960.937500 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222960.937500 Penalty: 3556.379395
	Iteration 11F: 3 clusters Score -222960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -83266.375000 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -83266.38 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 257 members 
Entering Unmasked Estep 
Score: -81866.593750 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -81866.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82258.195312 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -82258.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82564.875000 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -82564.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82722.031250 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -82722.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -82784.281250 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -82784.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -82813.742188 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -82813.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -82818.718750 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -82818.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -82821.914062 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -82821.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -82821.914062 Penalty: 3109.471680
	Iteration 8F: 3 clusters Score -82821.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Entering Unmasked Estep 
Score: -3418182.750000 Penalty: 2445.708496
	Iteration 0F: 2 clusters Score -3418183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3404604.250000 Penalty: 4891.416992
	Iteration 0F: 3 clusters Score -3404604 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3409474.250000 Penalty: 4891.416992
	Iteration 1F: 3 clusters Score -3409474 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3410076.250000 Penalty: 4891.416992
	Iteration 2F: 3 clusters Score -3410076 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3410660.500000 Penalty: 4891.416992
	Iteration 3F: 3 clusters Score -3410660 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3411363.000000 Penalty: 4891.416992
	Iteration 4F: 3 clusters Score -3411363 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3412277.000000 Penalty: 4891.416992
	Iteration 5F: 3 clusters Score -3412277 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3413335.250000 Penalty: 4891.416992
	Iteration 6F: 3 clusters Score -3413335 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3414453.750000 Penalty: 4891.416992
	Iteration 7F: 3 clusters Score -3414454 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3415383.000000 Penalty: 4891.416992
	Iteration 8Q: 3 clusters Score -3415383 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3416012.500000 Penalty: 4891.416992
	Iteration 9Q: 3 clusters Score -3416012 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3416416.250000 Penalty: 4891.416992
	Iteration 10Q: 3 clusters Score -3416416 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3416707.750000 Penalty: 4891.416992
	Iteration 11Q: 3 clusters Score -3416708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3416919.250000 Penalty: 4891.416992
	Iteration 12Q: 3 clusters Score -3416919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3417095.500000 Penalty: 4891.416992
	Iteration 13Q: 3 clusters Score -3417096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3417182.500000 Penalty: 4891.416992
	Iteration 14Q: 3 clusters Score -3417182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3417268.500000 Penalty: 4891.416992
	Iteration 15Q: 3 clusters Score -3417268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3417316.500000 Penalty: 4891.416992
	Iteration 16Q: 3 clusters Score -3417316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3417365.750000 Penalty: 4891.416992
	Iteration 17Q: 3 clusters Score -3417366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3417399.250000 Penalty: 4891.416992
	Iteration 18Q: 3 clusters Score -3417399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3417417.750000 Penalty: 4891.416992
	Iteration 19Q: 3 clusters Score -3417418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3417443.250000 Penalty: 4891.416992
	Iteration 20F: 3 clusters Score -3417443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3417471.500000 Penalty: 4891.416992
	Iteration 21Q: 3 clusters Score -3417472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3417487.250000 Penalty: 4891.416992
	Iteration 22Q: 3 clusters Score -3417487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3417502.750000 Penalty: 4891.416992
	Iteration 23Q: 3 clusters Score -3417503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3417519.250000 Penalty: 4891.416992
	Iteration 24Q: 3 clusters Score -3417519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3417527.500000 Penalty: 4891.416992
	Iteration 25Q: 3 clusters Score -3417528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3417534.500000 Penalty: 4891.416992
	Iteration 26Q: 3 clusters Score -3417534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3417535.000000 Penalty: 4891.416992
	Iteration 27Q: 3 clusters Score -3417535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3417539.000000 Penalty: 4891.416992
	Iteration 28Q: 3 clusters Score -3417539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3417541.000000 Penalty: 4891.416992
	Iteration 29Q: 3 clusters Score -3417541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3417541.500000 Penalty: 4891.416992
	Iteration 30Q: 3 clusters Score -3417542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3417541.500000 Penalty: 4891.416992
	Iteration 31F: 3 clusters Score -3417542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -4425950.000000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -4425950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -4411510.500000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -4411510 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4417220.000000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -4417220 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4417667.500000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -4417668 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4418088.500000 Penalty: 4991.146973
	Iteration 3Q: 3 clusters Score -4418088 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4418550.000000 Penalty: 4991.146973
	Iteration 4Q: 3 clusters Score -4418550 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4419048.500000 Penalty: 4991.146973
	Iteration 5Q: 3 clusters Score -4419048 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -4419667.000000 Penalty: 4991.146973
	Iteration 6Q: 3 clusters Score -4419667 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -4420479.000000 Penalty: 4991.146973
	Iteration 7Q: 3 clusters Score -4420479 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4421409.500000 Penalty: 4991.146973
	Iteration 8Q: 3 clusters Score -4421410 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -4422177.000000 Penalty: 4991.146973
	Iteration 9Q: 3 clusters Score -4422177 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4422814.000000 Penalty: 4991.146973
	Iteration 10Q: 3 clusters Score -4422814 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4423233.000000 Penalty: 4991.146973
	Iteration 11Q: 3 clusters Score -4423233 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4423467.000000 Penalty: 4991.146973
	Iteration 12Q: 3 clusters Score -4423467 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4423602.500000 Penalty: 4991.146973
	Iteration 13Q: 3 clusters Score -4423602 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4423704.000000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -4423704 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4423766.500000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -4423766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4423792.500000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -4423792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4423809.500000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -4423810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4423816.500000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -4423816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4423820.000000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -4423820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4423830.500000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -4423830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4423839.000000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -4423839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -4423833.000000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -4423833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4423837.000000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -4423837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4423843.500000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -4423844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4423861.500000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -4423862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4423868.500000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -4423868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4423869.000000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -4423869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4423882.000000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -4423882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4423880.500000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -4423880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4423891.000000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -4423891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4423881.500000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -4423882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4423892.500000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -4423892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4423900.500000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -4423900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -4423910.000000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -4423910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4423908.500000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -4423908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4423908.000000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -4423908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4423914.000000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -4423914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4423921.000000 Penalty: 4991.146973
	Iteration 38Q: 3 clusters Score -4423921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4423933.500000 Penalty: 4991.146973
	Iteration 39Q: 3 clusters Score -4423934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4423941.500000 Penalty: 4991.146973
	Iteration 40F: 3 clusters Score -4423942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4423951.500000 Penalty: 4991.146973
	Iteration 41Q: 3 clusters Score -4423952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4423959.500000 Penalty: 4991.146973
	Iteration 42Q: 3 clusters Score -4423960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4423945.500000 Penalty: 4991.146973
	Iteration 43Q: 3 clusters Score -4423946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4423942.500000 Penalty: 4991.146973
	Iteration 44Q: 3 clusters Score -4423942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4423937.000000 Penalty: 4991.146973
	Iteration 45Q: 3 clusters Score -4423937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4423948.000000 Penalty: 4991.146973
	Iteration 46Q: 3 clusters Score -4423948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4423951.500000 Penalty: 4991.146973
	Iteration 47Q: 3 clusters Score -4423952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4423953.500000 Penalty: 4991.146973
	Iteration 48Q: 3 clusters Score -4423954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4423962.000000 Penalty: 4991.146973
	Iteration 49Q: 3 clusters Score -4423962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4423967.000000 Penalty: 4991.146973
	Iteration 50Q: 3 clusters Score -4423967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4423964.000000 Penalty: 4991.146973
	Iteration 51Q: 3 clusters Score -4423964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4423971.000000 Penalty: 4991.146973
	Iteration 52Q: 3 clusters Score -4423971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4423982.000000 Penalty: 4991.146973
	Iteration 53Q: 3 clusters Score -4423982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4423976.000000 Penalty: 4991.146973
	Iteration 54Q: 3 clusters Score -4423976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4423978.000000 Penalty: 4991.146973
	Iteration 55Q: 3 clusters Score -4423978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4423983.500000 Penalty: 4991.146973
	Iteration 56Q: 3 clusters Score -4423984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 4991.146973
	Iteration 57Q: 3 clusters Score -4423968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4423965.500000 Penalty: 4991.146973
	Iteration 58Q: 3 clusters Score -4423966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4423966.000000 Penalty: 4991.146973
	Iteration 59Q: 3 clusters Score -4423966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 4991.146973
	Iteration 60F: 3 clusters Score -4423968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4423968.000000 Penalty: 4991.146973
	Iteration 61Q: 3 clusters Score -4423968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 4991.146973
	Iteration 62Q: 3 clusters Score -4423968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4423961.500000 Penalty: 4991.146973
	Iteration 63Q: 3 clusters Score -4423962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4423968.000000 Penalty: 4991.146973
	Iteration 64Q: 3 clusters Score -4423968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4423975.000000 Penalty: 4991.146973
	Iteration 65Q: 3 clusters Score -4423975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4423972.500000 Penalty: 4991.146973
	Iteration 66Q: 3 clusters Score -4423972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4423973.500000 Penalty: 4991.146973
	Iteration 67Q: 3 clusters Score -4423974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4423979.000000 Penalty: 4991.146973
	Iteration 68Q: 3 clusters Score -4423979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4423970.500000 Penalty: 4991.146973
	Iteration 69Q: 3 clusters Score -4423970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 4991.146973
	Iteration 70Q: 3 clusters Score -4423968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4423973.000000 Penalty: 4991.146973
	Iteration 71Q: 3 clusters Score -4423973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4423972.000000 Penalty: 4991.146973
	Iteration 72Q: 3 clusters Score -4423972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4423970.000000 Penalty: 4991.146973
	Iteration 73Q: 3 clusters Score -4423970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4423977.000000 Penalty: 4991.146973
	Iteration 74Q: 3 clusters Score -4423977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4423974.000000 Penalty: 4991.146973
	Iteration 75Q: 3 clusters Score -4423974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4423969.000000 Penalty: 4991.146973
	Iteration 76Q: 3 clusters Score -4423969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4423968.000000 Penalty: 4991.146973
	Iteration 77Q: 3 clusters Score -4423968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4423972.500000 Penalty: 4991.146973
	Iteration 78Q: 3 clusters Score -4423972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4423965.000000 Penalty: 4991.146973
	Iteration 79Q: 3 clusters Score -4423965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4423969.500000 Penalty: 4991.146973
	Iteration 80F: 3 clusters Score -4423970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4423973.500000 Penalty: 4991.146973
	Iteration 81Q: 3 clusters Score -4423974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 4991.146973
	Iteration 82Q: 3 clusters Score -4423986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4423987.000000 Penalty: 4991.146973
	Iteration 83Q: 3 clusters Score -4423987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4423989.000000 Penalty: 4991.146973
	Iteration 84Q: 3 clusters Score -4423989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4423984.500000 Penalty: 4991.146973
	Iteration 85Q: 3 clusters Score -4423984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 4991.146973
	Iteration 86Q: 3 clusters Score -4423986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4423990.500000 Penalty: 4991.146973
	Iteration 87Q: 3 clusters Score -4423990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4423987.500000 Penalty: 4991.146973
	Iteration 88Q: 3 clusters Score -4423988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 4991.146973
	Iteration 89Q: 3 clusters Score -4423986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4423989.500000 Penalty: 4991.146973
	Iteration 90Q: 3 clusters Score -4423990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4423986.500000 Penalty: 4991.146973
	Iteration 91Q: 3 clusters Score -4423986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4423988.500000 Penalty: 4991.146973
	Iteration 92Q: 3 clusters Score -4423988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4423990.500000 Penalty: 4991.146973
	Iteration 93Q: 3 clusters Score -4423990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4423991.500000 Penalty: 4991.146973
	Iteration 94Q: 3 clusters Score -4423992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4423993.500000 Penalty: 4991.146973
	Iteration 95Q: 3 clusters Score -4423994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4423997.000000 Penalty: 4991.146973
	Iteration 96Q: 3 clusters Score -4423997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4423999.500000 Penalty: 4991.146973
	Iteration 97Q: 3 clusters Score -4424000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4424001.500000 Penalty: 4991.146973
	Iteration 98Q: 3 clusters Score -4424002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4424002.000000 Penalty: 4991.146973
	Iteration 99Q: 3 clusters Score -4424002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4424002.500000 Penalty: 4991.146973
	Iteration 100F: 3 clusters Score -4424002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4423999.500000 Penalty: 4991.146973
	Iteration 101Q: 3 clusters Score -4424000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4423997.000000 Penalty: 4991.146973
	Iteration 102Q: 3 clusters Score -4423997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4423992.500000 Penalty: 4991.146973
	Iteration 103Q: 3 clusters Score -4423992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4423992.500000 Penalty: 4991.146973
	Iteration 104F: 3 clusters Score -4423992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Entering Unmasked Estep 
Score: -2081695.000000 Penalty: 2299.082520
	Iteration 0F: 2 clusters Score -2081695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2073631.125000 Penalty: 4598.165039
	Iteration 0F: 3 clusters Score -2073631 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2076053.375000 Penalty: 4598.165039
	Iteration 1F: 3 clusters Score -2076053 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2076432.500000 Penalty: 4598.165039
	Iteration 2F: 3 clusters Score -2076432 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2076707.125000 Penalty: 4598.165039
	Iteration 3F: 3 clusters Score -2076707 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2076935.875000 Penalty: 4598.165039
	Iteration 4Q: 3 clusters Score -2076936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2077157.625000 Penalty: 4598.165039
	Iteration 5Q: 3 clusters Score -2077158 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2077387.125000 Penalty: 4598.165039
	Iteration 6Q: 3 clusters Score -2077387 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2077632.250000 Penalty: 4598.165039
	Iteration 7Q: 3 clusters Score -2077632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2077866.625000 Penalty: 4598.165039
	Iteration 8Q: 3 clusters Score -2077867 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2078071.375000 Penalty: 4598.165039
	Iteration 9Q: 3 clusters Score -2078071 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2078257.750000 Penalty: 4598.165039
	Iteration 10Q: 3 clusters Score -2078258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2078438.500000 Penalty: 4598.165039
	Iteration 11Q: 3 clusters Score -2078438 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2078594.750000 Penalty: 4598.165039
	Iteration 12Q: 3 clusters Score -2078595 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2078711.250000 Penalty: 4598.165039
	Iteration 13Q: 3 clusters Score -2078711 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2078807.000000 Penalty: 4598.165039
	Iteration 14Q: 3 clusters Score -2078807 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2078896.625000 Penalty: 4598.165039
	Iteration 15Q: 3 clusters Score -2078897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2078955.875000 Penalty: 4598.165039
	Iteration 16Q: 3 clusters Score -2078956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2079010.375000 Penalty: 4598.165039
	Iteration 17Q: 3 clusters Score -2079010 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2079054.250000 Penalty: 4598.165039
	Iteration 18Q: 3 clusters Score -2079054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2079090.625000 Penalty: 4598.165039
	Iteration 19Q: 3 clusters Score -2079091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2079125.875000 Penalty: 4598.165039
	Iteration 20F: 3 clusters Score -2079126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2079145.625000 Penalty: 4598.165039
	Iteration 21Q: 3 clusters Score -2079146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2079163.875000 Penalty: 4598.165039
	Iteration 22Q: 3 clusters Score -2079164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2079177.750000 Penalty: 4598.165039
	Iteration 23Q: 3 clusters Score -2079178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2079201.875000 Penalty: 4598.165039
	Iteration 24Q: 3 clusters Score -2079202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2079211.250000 Penalty: 4598.165039
	Iteration 25Q: 3 clusters Score -2079211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2079228.750000 Penalty: 4598.165039
	Iteration 26Q: 3 clusters Score -2079229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2079233.625000 Penalty: 4598.165039
	Iteration 27Q: 3 clusters Score -2079234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2079250.375000 Penalty: 4598.165039
	Iteration 28Q: 3 clusters Score -2079250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2079253.625000 Penalty: 4598.165039
	Iteration 29Q: 3 clusters Score -2079254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2079265.375000 Penalty: 4598.165039
	Iteration 30Q: 3 clusters Score -2079265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2079269.875000 Penalty: 4598.165039
	Iteration 31Q: 3 clusters Score -2079270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2079276.500000 Penalty: 4598.165039
	Iteration 32Q: 3 clusters Score -2079276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2079285.000000 Penalty: 4598.165039
	Iteration 33Q: 3 clusters Score -2079285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2079286.625000 Penalty: 4598.165039
	Iteration 34Q: 3 clusters Score -2079287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2079287.875000 Penalty: 4598.165039
	Iteration 35Q: 3 clusters Score -2079288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2079290.250000 Penalty: 4598.165039
	Iteration 36Q: 3 clusters Score -2079290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2079292.500000 Penalty: 4598.165039
	Iteration 37Q: 3 clusters Score -2079292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2079296.625000 Penalty: 4598.165039
	Iteration 38Q: 3 clusters Score -2079297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2079294.375000 Penalty: 4598.165039
	Iteration 39Q: 3 clusters Score -2079294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2079293.875000 Penalty: 4598.165039
	Iteration 40F: 3 clusters Score -2079294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2079298.125000 Penalty: 4598.165039
	Iteration 41Q: 3 clusters Score -2079298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2079298.250000 Penalty: 4598.165039
	Iteration 42Q: 3 clusters Score -2079298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2079305.375000 Penalty: 4598.165039
	Iteration 43Q: 3 clusters Score -2079305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2079310.125000 Penalty: 4598.165039
	Iteration 44Q: 3 clusters Score -2079310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2079312.500000 Penalty: 4598.165039
	Iteration 45Q: 3 clusters Score -2079312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2079306.750000 Penalty: 4598.165039
	Iteration 46Q: 3 clusters Score -2079307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2079305.750000 Penalty: 4598.165039
	Iteration 47Q: 3 clusters Score -2079306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2079309.000000 Penalty: 4598.165039
	Iteration 48Q: 3 clusters Score -2079309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2079310.875000 Penalty: 4598.165039
	Iteration 49Q: 3 clusters Score -2079311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2079315.250000 Penalty: 4598.165039
	Iteration 50Q: 3 clusters Score -2079315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2079313.375000 Penalty: 4598.165039
	Iteration 51Q: 3 clusters Score -2079313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2079316.625000 Penalty: 4598.165039
	Iteration 52Q: 3 clusters Score -2079317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2079324.375000 Penalty: 4598.165039
	Iteration 53Q: 3 clusters Score -2079324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2079330.500000 Penalty: 4598.165039
	Iteration 54Q: 3 clusters Score -2079330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2079338.000000 Penalty: 4598.165039
	Iteration 55Q: 3 clusters Score -2079338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2079341.000000 Penalty: 4598.165039
	Iteration 56Q: 3 clusters Score -2079341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2079342.125000 Penalty: 4598.165039
	Iteration 57Q: 3 clusters Score -2079342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2079352.625000 Penalty: 4598.165039
	Iteration 58Q: 3 clusters Score -2079353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2079356.375000 Penalty: 4598.165039
	Iteration 59Q: 3 clusters Score -2079356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2079364.500000 Penalty: 4598.165039
	Iteration 60F: 3 clusters Score -2079364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2079371.375000 Penalty: 4598.165039
	Iteration 61Q: 3 clusters Score -2079371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2079373.500000 Penalty: 4598.165039
	Iteration 62Q: 3 clusters Score -2079374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2079374.250000 Penalty: 4598.165039
	Iteration 63Q: 3 clusters Score -2079374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2079370.750000 Penalty: 4598.165039
	Iteration 64Q: 3 clusters Score -2079371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2079376.125000 Penalty: 4598.165039
	Iteration 65Q: 3 clusters Score -2079376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2079377.250000 Penalty: 4598.165039
	Iteration 66Q: 3 clusters Score -2079377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2079387.750000 Penalty: 4598.165039
	Iteration 67Q: 3 clusters Score -2079388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2079395.375000 Penalty: 4598.165039
	Iteration 68Q: 3 clusters Score -2079395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2079404.125000 Penalty: 4598.165039
	Iteration 69Q: 3 clusters Score -2079404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2079415.000000 Penalty: 4598.165039
	Iteration 70Q: 3 clusters Score -2079415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2079418.875000 Penalty: 4598.165039
	Iteration 71Q: 3 clusters Score -2079419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2079431.375000 Penalty: 4598.165039
	Iteration 72Q: 3 clusters Score -2079431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2079437.625000 Penalty: 4598.165039
	Iteration 73Q: 3 clusters Score -2079438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2079447.125000 Penalty: 4598.165039
	Iteration 74Q: 3 clusters Score -2079447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2079455.125000 Penalty: 4598.165039
	Iteration 75Q: 3 clusters Score -2079455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2079464.625000 Penalty: 4598.165039
	Iteration 76Q: 3 clusters Score -2079465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2079474.875000 Penalty: 4598.165039
	Iteration 77Q: 3 clusters Score -2079475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2079484.750000 Penalty: 4598.165039
	Iteration 78Q: 3 clusters Score -2079485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2079506.375000 Penalty: 4598.165039
	Iteration 79Q: 3 clusters Score -2079506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2079530.500000 Penalty: 4598.165039
	Iteration 80F: 3 clusters Score -2079530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2079553.750000 Penalty: 4598.165039
	Iteration 81Q: 3 clusters Score -2079554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2079559.375000 Penalty: 4598.165039
	Iteration 82Q: 3 clusters Score -2079559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2079581.500000 Penalty: 4598.165039
	Iteration 83Q: 3 clusters Score -2079582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2079594.000000 Penalty: 4598.165039
	Iteration 84Q: 3 clusters Score -2079594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2079606.125000 Penalty: 4598.165039
	Iteration 85Q: 3 clusters Score -2079606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2079623.500000 Penalty: 4598.165039
	Iteration 86Q: 3 clusters Score -2079624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2079642.375000 Penalty: 4598.165039
	Iteration 87Q: 3 clusters Score -2079642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2079662.000000 Penalty: 4598.165039
	Iteration 88Q: 3 clusters Score -2079662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2079671.125000 Penalty: 4598.165039
	Iteration 89Q: 3 clusters Score -2079671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2079675.250000 Penalty: 4598.165039
	Iteration 90Q: 3 clusters Score -2079675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2079685.000000 Penalty: 4598.165039
	Iteration 91Q: 3 clusters Score -2079685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2079692.625000 Penalty: 4598.165039
	Iteration 92Q: 3 clusters Score -2079693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2079697.500000 Penalty: 4598.165039
	Iteration 93Q: 3 clusters Score -2079698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2079701.000000 Penalty: 4598.165039
	Iteration 94Q: 3 clusters Score -2079701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2079707.500000 Penalty: 4598.165039
	Iteration 95Q: 3 clusters Score -2079708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2079718.625000 Penalty: 4598.165039
	Iteration 96Q: 3 clusters Score -2079719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2079721.125000 Penalty: 4598.165039
	Iteration 97Q: 3 clusters Score -2079721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2079725.625000 Penalty: 4598.165039
	Iteration 98Q: 3 clusters Score -2079726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2079735.750000 Penalty: 4598.165039
	Iteration 99Q: 3 clusters Score -2079736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2079741.750000 Penalty: 4598.165039
	Iteration 100F: 3 clusters Score -2079742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2079742.125000 Penalty: 4598.165039
	Iteration 101Q: 3 clusters Score -2079742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2079749.125000 Penalty: 4598.165039
	Iteration 102Q: 3 clusters Score -2079749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2079753.125000 Penalty: 4598.165039
	Iteration 103Q: 3 clusters Score -2079753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2079755.750000 Penalty: 4598.165039
	Iteration 104Q: 3 clusters Score -2079756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2079763.250000 Penalty: 4598.165039
	Iteration 105Q: 3 clusters Score -2079763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2079766.625000 Penalty: 4598.165039
	Iteration 106Q: 3 clusters Score -2079767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2079774.125000 Penalty: 4598.165039
	Iteration 107Q: 3 clusters Score -2079774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2079785.625000 Penalty: 4598.165039
	Iteration 108Q: 3 clusters Score -2079786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2079789.500000 Penalty: 4598.165039
	Iteration 109Q: 3 clusters Score -2079790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2079790.750000 Penalty: 4598.165039
	Iteration 110Q: 3 clusters Score -2079791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2079791.000000 Penalty: 4598.165039
	Iteration 111Q: 3 clusters Score -2079791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2079795.250000 Penalty: 4598.165039
	Iteration 112Q: 3 clusters Score -2079795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2079798.625000 Penalty: 4598.165039
	Iteration 113Q: 3 clusters Score -2079799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2079804.125000 Penalty: 4598.165039
	Iteration 114Q: 3 clusters Score -2079804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2079804.500000 Penalty: 4598.165039
	Iteration 115Q: 3 clusters Score -2079804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2079807.000000 Penalty: 4598.165039
	Iteration 116Q: 3 clusters Score -2079807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2079805.375000 Penalty: 4598.165039
	Iteration 117Q: 3 clusters Score -2079805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2079812.000000 Penalty: 4598.165039
	Iteration 118Q: 3 clusters Score -2079812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2079817.500000 Penalty: 4598.165039
	Iteration 119Q: 3 clusters Score -2079818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2079821.250000 Penalty: 4598.165039
	Iteration 120F: 3 clusters Score -2079821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2079821.125000 Penalty: 4598.165039
	Iteration 121Q: 3 clusters Score -2079821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2079824.250000 Penalty: 4598.165039
	Iteration 122Q: 3 clusters Score -2079824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2079828.750000 Penalty: 4598.165039
	Iteration 123Q: 3 clusters Score -2079829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2079828.750000 Penalty: 4598.165039
	Iteration 124Q: 3 clusters Score -2079829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2079831.250000 Penalty: 4598.165039
	Iteration 125Q: 3 clusters Score -2079831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2079832.500000 Penalty: 4598.165039
	Iteration 126Q: 3 clusters Score -2079832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2079834.125000 Penalty: 4598.165039
	Iteration 127Q: 3 clusters Score -2079834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2079836.125000 Penalty: 4598.165039
	Iteration 128Q: 3 clusters Score -2079836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2079838.250000 Penalty: 4598.165039
	Iteration 129Q: 3 clusters Score -2079838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2079838.875000 Penalty: 4598.165039
	Iteration 130Q: 3 clusters Score -2079839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2079838.875000 Penalty: 4598.165039
	Iteration 131F: 3 clusters Score -2079839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Entering Unmasked Estep 
Score: -3876830.000000 Penalty: 2453.847656
	Iteration 0F: 2 clusters Score -3876830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3864045.000000 Penalty: 4907.695312
	Iteration 0F: 3 clusters Score -3864045 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3868796.250000 Penalty: 4907.695312
	Iteration 1F: 3 clusters Score -3868796 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3869192.250000 Penalty: 4907.695312
	Iteration 2F: 3 clusters Score -3869192 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3869496.250000 Penalty: 4907.695312
	Iteration 3Q: 3 clusters Score -3869496 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3869758.500000 Penalty: 4907.695312
	Iteration 4Q: 3 clusters Score -3869758 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3869988.750000 Penalty: 4907.695312
	Iteration 5Q: 3 clusters Score -3869989 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3870194.750000 Penalty: 4907.695312
	Iteration 6Q: 3 clusters Score -3870195 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3870393.000000 Penalty: 4907.695312
	Iteration 7Q: 3 clusters Score -3870393 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3870627.500000 Penalty: 4907.695312
	Iteration 8Q: 3 clusters Score -3870628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3870917.250000 Penalty: 4907.695312
	Iteration 9Q: 3 clusters Score -3870917 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3871248.500000 Penalty: 4907.695312
	Iteration 10Q: 3 clusters Score -3871248 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3871608.500000 Penalty: 4907.695312
	Iteration 11Q: 3 clusters Score -3871608 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3872007.250000 Penalty: 4907.695312
	Iteration 12Q: 3 clusters Score -3872007 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3872453.500000 Penalty: 4907.695312
	Iteration 13Q: 3 clusters Score -3872454 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3872985.250000 Penalty: 4907.695312
	Iteration 14Q: 3 clusters Score -3872985 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3873432.750000 Penalty: 4907.695312
	Iteration 15Q: 3 clusters Score -3873433 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3873851.250000 Penalty: 4907.695312
	Iteration 16Q: 3 clusters Score -3873851 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3874233.000000 Penalty: 4907.695312
	Iteration 17Q: 3 clusters Score -3874233 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3874497.250000 Penalty: 4907.695312
	Iteration 18Q: 3 clusters Score -3874497 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3874739.000000 Penalty: 4907.695312
	Iteration 19Q: 3 clusters Score -3874739 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3874953.000000 Penalty: 4907.695312
	Iteration 20F: 3 clusters Score -3874953 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3875101.750000 Penalty: 4907.695312
	Iteration 21Q: 3 clusters Score -3875102 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3875220.750000 Penalty: 4907.695312
	Iteration 22Q: 3 clusters Score -3875221 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3875298.750000 Penalty: 4907.695312
	Iteration 23Q: 3 clusters Score -3875299 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3875366.500000 Penalty: 4907.695312
	Iteration 24Q: 3 clusters Score -3875366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3875400.000000 Penalty: 4907.695312
	Iteration 25Q: 3 clusters Score -3875400 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3875435.500000 Penalty: 4907.695312
	Iteration 26Q: 3 clusters Score -3875436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3875471.750000 Penalty: 4907.695312
	Iteration 27Q: 3 clusters Score -3875472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3875493.000000 Penalty: 4907.695312
	Iteration 28Q: 3 clusters Score -3875493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3875498.500000 Penalty: 4907.695312
	Iteration 29Q: 3 clusters Score -3875498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3875502.000000 Penalty: 4907.695312
	Iteration 30Q: 3 clusters Score -3875502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3875500.250000 Penalty: 4907.695312
	Iteration 31Q: 3 clusters Score -3875500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3875508.500000 Penalty: 4907.695312
	Iteration 32Q: 3 clusters Score -3875508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3875523.500000 Penalty: 4907.695312
	Iteration 33Q: 3 clusters Score -3875524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3875515.750000 Penalty: 4907.695312
	Iteration 34Q: 3 clusters Score -3875516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3875513.000000 Penalty: 4907.695312
	Iteration 35Q: 3 clusters Score -3875513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3875514.500000 Penalty: 4907.695312
	Iteration 36Q: 3 clusters Score -3875514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3875521.750000 Penalty: 4907.695312
	Iteration 37Q: 3 clusters Score -3875522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -3875520.000000 Penalty: 4907.695312
	Iteration 38Q: 3 clusters Score -3875520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3875520.750000 Penalty: 4907.695312
	Iteration 39Q: 3 clusters Score -3875521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3875523.500000 Penalty: 4907.695312
	Iteration 40F: 3 clusters Score -3875524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3875519.250000 Penalty: 4907.695312
	Iteration 41Q: 3 clusters Score -3875519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3875519.250000 Penalty: 4907.695312
	Iteration 42F: 3 clusters Score -3875519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -796090.062500 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -796090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -792043.187500 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -792043.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -792979.875000 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -792979.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -793161.562500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -793161.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -793274.875000 Penalty: 4150.756836
	Iteration 3Q: 3 clusters Score -793274.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -793366.437500 Penalty: 4150.756836
	Iteration 4Q: 3 clusters Score -793366.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -793449.500000 Penalty: 4150.756836
	Iteration 5Q: 3 clusters Score -793449.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -793519.125000 Penalty: 4150.756836
	Iteration 6Q: 3 clusters Score -793519.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -793569.312500 Penalty: 4150.756836
	Iteration 7Q: 3 clusters Score -793569.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -793615.812500 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -793615.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -793660.187500 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -793660.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -793697.937500 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -793697.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -793728.750000 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -793728.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -793752.562500 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -793752.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -793769.062500 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -793769.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -793786.812500 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -793786.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -793797.625000 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -793797.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -793807.500000 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -793807.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -793813.875000 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -793813.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -793819.562500 Penalty: 4150.756836
	Iteration 18Q: 3 clusters Score -793819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -793823.812500 Penalty: 4150.756836
	Iteration 19Q: 3 clusters Score -793823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -793826.562500 Penalty: 4150.756836
	Iteration 20F: 3 clusters Score -793826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -793828.562500 Penalty: 4150.756836
	Iteration 21Q: 3 clusters Score -793828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -793833.812500 Penalty: 4150.756836
	Iteration 22Q: 3 clusters Score -793833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -793840.562500 Penalty: 4150.756836
	Iteration 23Q: 3 clusters Score -793840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -793844.250000 Penalty: 4150.756836
	Iteration 24Q: 3 clusters Score -793844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -793846.625000 Penalty: 4150.756836
	Iteration 25Q: 3 clusters Score -793846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -793850.812500 Penalty: 4150.756836
	Iteration 26Q: 3 clusters Score -793850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -793853.500000 Penalty: 4150.756836
	Iteration 27Q: 3 clusters Score -793853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -793855.562500 Penalty: 4150.756836
	Iteration 28Q: 3 clusters Score -793855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -793860.125000 Penalty: 4150.756836
	Iteration 29Q: 3 clusters Score -793860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -793860.625000 Penalty: 4150.756836
	Iteration 30Q: 3 clusters Score -793860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -793859.687500 Penalty: 4150.756836
	Iteration 31Q: 3 clusters Score -793859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -793862.125000 Penalty: 4150.756836
	Iteration 32Q: 3 clusters Score -793862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -793862.125000 Penalty: 4150.756836
	Iteration 33Q: 3 clusters Score -793862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -793861.375000 Penalty: 4150.756836
	Iteration 34Q: 3 clusters Score -793861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -793864.625000 Penalty: 4150.756836
	Iteration 35Q: 3 clusters Score -793864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -793864.687500 Penalty: 4150.756836
	Iteration 36Q: 3 clusters Score -793864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -793867.375000 Penalty: 4150.756836
	Iteration 37Q: 3 clusters Score -793867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -793866.375000 Penalty: 4150.756836
	Iteration 38Q: 3 clusters Score -793866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -793867.750000 Penalty: 4150.756836
	Iteration 39Q: 3 clusters Score -793867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -793867.375000 Penalty: 4150.756836
	Iteration 40F: 3 clusters Score -793867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Entering Unmasked Estep 
Score: -5465903.500000 Penalty: 2550.002197
	Iteration 0F: 2 clusters Score -5465904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5446831.500000 Penalty: 5100.004395
	Iteration 0F: 3 clusters Score -5446832 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5454148.500000 Penalty: 5100.004395
	Iteration 1F: 3 clusters Score -5454148 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5454890.000000 Penalty: 5100.004395
	Iteration 2F: 3 clusters Score -5454890 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5455640.500000 Penalty: 5100.004395
	Iteration 3F: 3 clusters Score -5455640 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -5456489.000000 Penalty: 5100.004395
	Iteration 4F: 3 clusters Score -5456489 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -5457503.500000 Penalty: 5100.004395
	Iteration 5F: 3 clusters Score -5457504 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5458639.000000 Penalty: 5100.004395
	Iteration 6F: 3 clusters Score -5458639 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5459840.500000 Penalty: 5100.004395
	Iteration 7F: 3 clusters Score -5459840 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5460862.000000 Penalty: 5100.004395
	Iteration 8F: 3 clusters Score -5460862 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5461720.500000 Penalty: 5100.004395
	Iteration 9Q: 3 clusters Score -5461720 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -5462314.500000 Penalty: 5100.004395
	Iteration 10Q: 3 clusters Score -5462314 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5462687.000000 Penalty: 5100.004395
	Iteration 11Q: 3 clusters Score -5462687 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5462920.500000 Penalty: 5100.004395
	Iteration 12Q: 3 clusters Score -5462920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -5463080.000000 Penalty: 5100.004395
	Iteration 13Q: 3 clusters Score -5463080 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5463210.000000 Penalty: 5100.004395
	Iteration 14Q: 3 clusters Score -5463210 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5463345.000000 Penalty: 5100.004395
	Iteration 15Q: 3 clusters Score -5463345 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5463450.500000 Penalty: 5100.004395
	Iteration 16Q: 3 clusters Score -5463450 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5463554.500000 Penalty: 5100.004395
	Iteration 17Q: 3 clusters Score -5463554 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5463661.500000 Penalty: 5100.004395
	Iteration 18Q: 3 clusters Score -5463662 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -5463771.000000 Penalty: 5100.004395
	Iteration 19Q: 3 clusters Score -5463771 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5463852.500000 Penalty: 5100.004395
	Iteration 20F: 3 clusters Score -5463852 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5463945.000000 Penalty: 5100.004395
	Iteration 21Q: 3 clusters Score -5463945 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5464013.500000 Penalty: 5100.004395
	Iteration 22Q: 3 clusters Score -5464014 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5464054.000000 Penalty: 5100.004395
	Iteration 23Q: 3 clusters Score -5464054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5464120.000000 Penalty: 5100.004395
	Iteration 24Q: 3 clusters Score -5464120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5464180.000000 Penalty: 5100.004395
	Iteration 25Q: 3 clusters Score -5464180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5464211.500000 Penalty: 5100.004395
	Iteration 26Q: 3 clusters Score -5464212 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5464241.500000 Penalty: 5100.004395
	Iteration 27Q: 3 clusters Score -5464242 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5464251.500000 Penalty: 5100.004395
	Iteration 28Q: 3 clusters Score -5464252 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5464262.000000 Penalty: 5100.004395
	Iteration 29Q: 3 clusters Score -5464262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5464265.000000 Penalty: 5100.004395
	Iteration 30Q: 3 clusters Score -5464265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5464297.000000 Penalty: 5100.004395
	Iteration 31Q: 3 clusters Score -5464297 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5464297.000000 Penalty: 5100.004395
	Iteration 32Q: 3 clusters Score -5464297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5464290.000000 Penalty: 5100.004395
	Iteration 33Q: 3 clusters Score -5464290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5464286.500000 Penalty: 5100.004395
	Iteration 34Q: 3 clusters Score -5464286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5464303.500000 Penalty: 5100.004395
	Iteration 35Q: 3 clusters Score -5464304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5464327.000000 Penalty: 5100.004395
	Iteration 36Q: 3 clusters Score -5464327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -5464340.500000 Penalty: 5100.004395
	Iteration 37Q: 3 clusters Score -5464340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -5464364.500000 Penalty: 5100.004395
	Iteration 38Q: 3 clusters Score -5464364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -5464371.000000 Penalty: 5100.004395
	Iteration 39Q: 3 clusters Score -5464371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5464357.500000 Penalty: 5100.004395
	Iteration 40F: 3 clusters Score -5464358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5464341.500000 Penalty: 5100.004395
	Iteration 41Q: 3 clusters Score -5464342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5464343.000000 Penalty: 5100.004395
	Iteration 42Q: 3 clusters Score -5464343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -5464368.000000 Penalty: 5100.004395
	Iteration 43Q: 3 clusters Score -5464368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5464364.000000 Penalty: 5100.004395
	Iteration 44Q: 3 clusters Score -5464364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5464364.500000 Penalty: 5100.004395
	Iteration 45Q: 3 clusters Score -5464364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5464372.000000 Penalty: 5100.004395
	Iteration 46Q: 3 clusters Score -5464372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5464369.500000 Penalty: 5100.004395
	Iteration 47Q: 3 clusters Score -5464370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5464377.500000 Penalty: 5100.004395
	Iteration 48Q: 3 clusters Score -5464378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5464377.500000 Penalty: 5100.004395
	Iteration 49Q: 3 clusters Score -5464378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5464368.000000 Penalty: 5100.004395
	Iteration 50Q: 3 clusters Score -5464368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -5464362.000000 Penalty: 5100.004395
	Iteration 51Q: 3 clusters Score -5464362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5464366.000000 Penalty: 5100.004395
	Iteration 52Q: 3 clusters Score -5464366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -5464378.500000 Penalty: 5100.004395
	Iteration 53Q: 3 clusters Score -5464378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5464369.500000 Penalty: 5100.004395
	Iteration 54Q: 3 clusters Score -5464370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5464361.500000 Penalty: 5100.004395
	Iteration 55Q: 3 clusters Score -5464362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5464366.000000 Penalty: 5100.004395
	Iteration 56Q: 3 clusters Score -5464366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5464367.000000 Penalty: 5100.004395
	Iteration 57Q: 3 clusters Score -5464367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -5464366.500000 Penalty: 5100.004395
	Iteration 58Q: 3 clusters Score -5464366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5464365.000000 Penalty: 5100.004395
	Iteration 59Q: 3 clusters Score -5464365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -5464361.000000 Penalty: 5100.004395
	Iteration 60F: 3 clusters Score -5464361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5464364.000000 Penalty: 5100.004395
	Iteration 61Q: 3 clusters Score -5464364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5464376.500000 Penalty: 5100.004395
	Iteration 62Q: 3 clusters Score -5464376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5464391.500000 Penalty: 5100.004395
	Iteration 63Q: 3 clusters Score -5464392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5464393.500000 Penalty: 5100.004395
	Iteration 64Q: 3 clusters Score -5464394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5464395.000000 Penalty: 5100.004395
	Iteration 65Q: 3 clusters Score -5464395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -5464393.000000 Penalty: 5100.004395
	Iteration 66Q: 3 clusters Score -5464393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5464397.000000 Penalty: 5100.004395
	Iteration 67Q: 3 clusters Score -5464397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5464395.000000 Penalty: 5100.004395
	Iteration 68Q: 3 clusters Score -5464395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5464398.000000 Penalty: 5100.004395
	Iteration 69Q: 3 clusters Score -5464398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5464405.000000 Penalty: 5100.004395
	Iteration 70Q: 3 clusters Score -5464405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5464405.000000 Penalty: 5100.004395
	Iteration 71Q: 3 clusters Score -5464405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5464406.500000 Penalty: 5100.004395
	Iteration 72Q: 3 clusters Score -5464406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -5464405.500000 Penalty: 5100.004395
	Iteration 73Q: 3 clusters Score -5464406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5464406.500000 Penalty: 5100.004395
	Iteration 74Q: 3 clusters Score -5464406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5464400.000000 Penalty: 5100.004395
	Iteration 75Q: 3 clusters Score -5464400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5464405.500000 Penalty: 5100.004395
	Iteration 76Q: 3 clusters Score -5464406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5464412.500000 Penalty: 5100.004395
	Iteration 77Q: 3 clusters Score -5464412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5464420.500000 Penalty: 5100.004395
	Iteration 78Q: 3 clusters Score -5464420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5464421.000000 Penalty: 5100.004395
	Iteration 79Q: 3 clusters Score -5464421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5464421.000000 Penalty: 5100.004395
	Iteration 80F: 3 clusters Score -5464421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -5464420.500000 Penalty: 5100.004395
	Iteration 81Q: 3 clusters Score -5464420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5464423.500000 Penalty: 5100.004395
	Iteration 82Q: 3 clusters Score -5464424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5464422.500000 Penalty: 5100.004395
	Iteration 83Q: 3 clusters Score -5464422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -5464418.500000 Penalty: 5100.004395
	Iteration 84Q: 3 clusters Score -5464418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -5464424.500000 Penalty: 5100.004395
	Iteration 85Q: 3 clusters Score -5464424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5464434.500000 Penalty: 5100.004395
	Iteration 86Q: 3 clusters Score -5464434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5464444.500000 Penalty: 5100.004395
	Iteration 87Q: 3 clusters Score -5464444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5464436.000000 Penalty: 5100.004395
	Iteration 88Q: 3 clusters Score -5464436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5464441.000000 Penalty: 5100.004395
	Iteration 89Q: 3 clusters Score -5464441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -5464442.000000 Penalty: 5100.004395
	Iteration 90Q: 3 clusters Score -5464442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -5464443.500000 Penalty: 5100.004395
	Iteration 91Q: 3 clusters Score -5464444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5464438.000000 Penalty: 5100.004395
	Iteration 92Q: 3 clusters Score -5464438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5464441.500000 Penalty: 5100.004395
	Iteration 93Q: 3 clusters Score -5464442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -5464442.000000 Penalty: 5100.004395
	Iteration 94Q: 3 clusters Score -5464442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5464447.000000 Penalty: 5100.004395
	Iteration 95Q: 3 clusters Score -5464447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -5464446.500000 Penalty: 5100.004395
	Iteration 96Q: 3 clusters Score -5464446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5464447.000000 Penalty: 5100.004395
	Iteration 97Q: 3 clusters Score -5464447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5464444.500000 Penalty: 5100.004395
	Iteration 98Q: 3 clusters Score -5464444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5464444.500000 Penalty: 5100.004395
	Iteration 99Q: 3 clusters Score -5464444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5464448.000000 Penalty: 5100.004395
	Iteration 100F: 3 clusters Score -5464448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -87679.406250 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -87679.41 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 288 members 
Entering Unmasked Estep 
Score: -86351.664062 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -86351.66 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86788.015625 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -86788.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86974.078125 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -86974.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87104.890625 Penalty: 3123.366211
	Iteration 3F: 3 clusters Score -87104.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87141.203125 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -87141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87204.085938 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -87204.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87250.828125 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -87250.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87263.078125 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -87263.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87263.078125 Penalty: 3123.366211
	Iteration 8F: 3 clusters Score -87263.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 135 members 
Entering Unmasked Estep 
Score: -46561.835938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46561.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -46668.921875 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46668.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -46694.144531 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46694.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46706.898438 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -46729.960938 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46729.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -46735.050781 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46735.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46737.773438 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46737.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -46737.773438 Penalty: 2822.418457
	Iteration 7F: 3 clusters Score -46737.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Entering Unmasked Estep 
Score: -4959363.500000 Penalty: 2529.616699
	Iteration 0F: 2 clusters Score -4959364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -4941095.000000 Penalty: 5059.233398
	Iteration 0F: 3 clusters Score -4941095 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4947513.000000 Penalty: 5059.233398
	Iteration 1F: 3 clusters Score -4947513 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4947925.500000 Penalty: 5059.233398
	Iteration 2Q: 3 clusters Score -4947926 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4948280.500000 Penalty: 5059.233398
	Iteration 3Q: 3 clusters Score -4948280 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -4948633.500000 Penalty: 5059.233398
	Iteration 4Q: 3 clusters Score -4948634 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4949082.500000 Penalty: 5059.233398
	Iteration 5Q: 3 clusters Score -4949082 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4949723.000000 Penalty: 5059.233398
	Iteration 6Q: 3 clusters Score -4949723 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4950644.500000 Penalty: 5059.233398
	Iteration 7F: 3 clusters Score -4950644 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4951922.000000 Penalty: 5059.233398
	Iteration 8F: 3 clusters Score -4951922 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4953431.000000 Penalty: 5059.233398
	Iteration 9F: 3 clusters Score -4953431 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4954808.000000 Penalty: 5059.233398
	Iteration 10F: 3 clusters Score -4954808 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4955877.000000 Penalty: 5059.233398
	Iteration 11Q: 3 clusters Score -4955877 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4956506.000000 Penalty: 5059.233398
	Iteration 12Q: 3 clusters Score -4956506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4956782.000000 Penalty: 5059.233398
	Iteration 13Q: 3 clusters Score -4956782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4956913.000000 Penalty: 5059.233398
	Iteration 14Q: 3 clusters Score -4956913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4956966.500000 Penalty: 5059.233398
	Iteration 15Q: 3 clusters Score -4956966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4957006.500000 Penalty: 5059.233398
	Iteration 16Q: 3 clusters Score -4957006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4957039.000000 Penalty: 5059.233398
	Iteration 17Q: 3 clusters Score -4957039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4957056.000000 Penalty: 5059.233398
	Iteration 18Q: 3 clusters Score -4957056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4957071.000000 Penalty: 5059.233398
	Iteration 19Q: 3 clusters Score -4957071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4957086.500000 Penalty: 5059.233398
	Iteration 20F: 3 clusters Score -4957086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4957088.000000 Penalty: 5059.233398
	Iteration 21Q: 3 clusters Score -4957088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4957096.500000 Penalty: 5059.233398
	Iteration 22Q: 3 clusters Score -4957096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4957094.500000 Penalty: 5059.233398
	Iteration 23Q: 3 clusters Score -4957094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4957095.000000 Penalty: 5059.233398
	Iteration 24Q: 3 clusters Score -4957095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4957096.500000 Penalty: 5059.233398
	Iteration 25Q: 3 clusters Score -4957096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4957097.500000 Penalty: 5059.233398
	Iteration 26Q: 3 clusters Score -4957098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4957101.000000 Penalty: 5059.233398
	Iteration 27Q: 3 clusters Score -4957101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4957099.500000 Penalty: 5059.233398
	Iteration 28Q: 3 clusters Score -4957100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4957099.500000 Penalty: 5059.233398
	Iteration 29F: 3 clusters Score -4957100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Entering Unmasked Estep 
Score: -6835874.000000 Penalty: 2605.582764
	Iteration 0F: 2 clusters Score -6835874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6812964.000000 Penalty: 5211.165527
	Iteration 0F: 3 clusters Score -6812964 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -6821883.000000 Penalty: 5211.165527
	Iteration 1F: 3 clusters Score -6821883 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -6822285.500000 Penalty: 5211.165527
	Iteration 2Q: 3 clusters Score -6822286 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -6822696.500000 Penalty: 5211.165527
	Iteration 3Q: 3 clusters Score -6822696 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -6823011.000000 Penalty: 5211.165527
	Iteration 4Q: 3 clusters Score -6823011 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6823343.000000 Penalty: 5211.165527
	Iteration 5Q: 3 clusters Score -6823343 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -6823725.500000 Penalty: 5211.165527
	Iteration 6Q: 3 clusters Score -6823726 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -6824209.500000 Penalty: 5211.165527
	Iteration 7Q: 3 clusters Score -6824210 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6824933.000000 Penalty: 5211.165527
	Iteration 8Q: 3 clusters Score -6824933 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6825878.000000 Penalty: 5211.165527
	Iteration 9F: 3 clusters Score -6825878 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -6827245.000000 Penalty: 5211.165527
	Iteration 10F: 3 clusters Score -6827245 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -6828861.000000 Penalty: 5211.165527
	Iteration 11F: 3 clusters Score -6828861 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6830474.500000 Penalty: 5211.165527
	Iteration 12F: 3 clusters Score -6830474 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -6831626.000000 Penalty: 5211.165527
	Iteration 13Q: 3 clusters Score -6831626 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -6832196.000000 Penalty: 5211.165527
	Iteration 14Q: 3 clusters Score -6832196 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6832443.000000 Penalty: 5211.165527
	Iteration 15Q: 3 clusters Score -6832443 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -6832593.000000 Penalty: 5211.165527
	Iteration 16Q: 3 clusters Score -6832593 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6832730.000000 Penalty: 5211.165527
	Iteration 17Q: 3 clusters Score -6832730 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6832860.500000 Penalty: 5211.165527
	Iteration 18Q: 3 clusters Score -6832860 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -6832976.500000 Penalty: 5211.165527
	Iteration 19Q: 3 clusters Score -6832976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6833135.500000 Penalty: 5211.165527
	Iteration 20F: 3 clusters Score -6833136 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6833306.500000 Penalty: 5211.165527
	Iteration 21Q: 3 clusters Score -6833306 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -6833442.000000 Penalty: 5211.165527
	Iteration 22Q: 3 clusters Score -6833442 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -6833572.000000 Penalty: 5211.165527
	Iteration 23Q: 3 clusters Score -6833572 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -6833671.000000 Penalty: 5211.165527
	Iteration 24Q: 3 clusters Score -6833671 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6833750.500000 Penalty: 5211.165527
	Iteration 25Q: 3 clusters Score -6833750 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6833781.000000 Penalty: 5211.165527
	Iteration 26Q: 3 clusters Score -6833781 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6833834.500000 Penalty: 5211.165527
	Iteration 27Q: 3 clusters Score -6833834 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -6833911.500000 Penalty: 5211.165527
	Iteration 28Q: 3 clusters Score -6833912 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -6833990.500000 Penalty: 5211.165527
	Iteration 29Q: 3 clusters Score -6833990 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6834032.500000 Penalty: 5211.165527
	Iteration 30Q: 3 clusters Score -6834032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -6834062.500000 Penalty: 5211.165527
	Iteration 31Q: 3 clusters Score -6834062 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6834075.000000 Penalty: 5211.165527
	Iteration 32Q: 3 clusters Score -6834075 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6834103.500000 Penalty: 5211.165527
	Iteration 33Q: 3 clusters Score -6834104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6834117.500000 Penalty: 5211.165527
	Iteration 34Q: 3 clusters Score -6834118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -6834165.500000 Penalty: 5211.165527
	Iteration 35Q: 3 clusters Score -6834166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -6834186.500000 Penalty: 5211.165527
	Iteration 36Q: 3 clusters Score -6834186 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -6834214.000000 Penalty: 5211.165527
	Iteration 37Q: 3 clusters Score -6834214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6834223.500000 Penalty: 5211.165527
	Iteration 38Q: 3 clusters Score -6834224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -6834213.500000 Penalty: 5211.165527
	Iteration 39Q: 3 clusters Score -6834214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -6834214.000000 Penalty: 5211.165527
	Iteration 40F: 3 clusters Score -6834214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -6834216.000000 Penalty: 5211.165527
	Iteration 41Q: 3 clusters Score -6834216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -6834195.000000 Penalty: 5211.165527
	Iteration 42Q: 3 clusters Score -6834195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6834200.000000 Penalty: 5211.165527
	Iteration 43Q: 3 clusters Score -6834200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6834189.000000 Penalty: 5211.165527
	Iteration 44Q: 3 clusters Score -6834189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -6834185.000000 Penalty: 5211.165527
	Iteration 45Q: 3 clusters Score -6834185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -6834189.000000 Penalty: 5211.165527
	Iteration 46Q: 3 clusters Score -6834189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -6834183.500000 Penalty: 5211.165527
	Iteration 47Q: 3 clusters Score -6834184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -6834177.000000 Penalty: 5211.165527
	Iteration 48Q: 3 clusters Score -6834177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -6834192.500000 Penalty: 5211.165527
	Iteration 49Q: 3 clusters Score -6834192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -6834192.500000 Penalty: 5211.165527
	Iteration 50Q: 3 clusters Score -6834192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -6834186.500000 Penalty: 5211.165527
	Iteration 51Q: 3 clusters Score -6834186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -6834190.000000 Penalty: 5211.165527
	Iteration 52Q: 3 clusters Score -6834190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -6834182.000000 Penalty: 5211.165527
	Iteration 53Q: 3 clusters Score -6834182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -6834177.000000 Penalty: 5211.165527
	Iteration 54Q: 3 clusters Score -6834177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -6834179.000000 Penalty: 5211.165527
	Iteration 55Q: 3 clusters Score -6834179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -6834182.000000 Penalty: 5211.165527
	Iteration 56Q: 3 clusters Score -6834182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6834170.000000 Penalty: 5211.165527
	Iteration 57Q: 3 clusters Score -6834170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -6834174.500000 Penalty: 5211.165527
	Iteration 58Q: 3 clusters Score -6834174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -6834166.500000 Penalty: 5211.165527
	Iteration 59Q: 3 clusters Score -6834166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -6834167.500000 Penalty: 5211.165527
	Iteration 60F: 3 clusters Score -6834168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -6834169.500000 Penalty: 5211.165527
	Iteration 61Q: 3 clusters Score -6834170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -6834163.500000 Penalty: 5211.165527
	Iteration 62Q: 3 clusters Score -6834164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -6834163.500000 Penalty: 5211.165527
	Iteration 63F: 3 clusters Score -6834164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Entering Unmasked Estep 
Score: -3540604.250000 Penalty: 2443.592041
	Iteration 0F: 2 clusters Score -3540604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3527669.500000 Penalty: 4887.184082
	Iteration 0F: 3 clusters Score -3527670 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3532102.250000 Penalty: 4887.184082
	Iteration 1F: 3 clusters Score -3532102 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3532468.750000 Penalty: 4887.184082
	Iteration 2F: 3 clusters Score -3532469 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3532785.250000 Penalty: 4887.184082
	Iteration 3Q: 3 clusters Score -3532785 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -3533067.250000 Penalty: 4887.184082
	Iteration 4Q: 3 clusters Score -3533067 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3533388.250000 Penalty: 4887.184082
	Iteration 5Q: 3 clusters Score -3533388 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3533753.250000 Penalty: 4887.184082
	Iteration 6Q: 3 clusters Score -3533753 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3534240.000000 Penalty: 4887.184082
	Iteration 7Q: 3 clusters Score -3534240 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3534814.000000 Penalty: 4887.184082
	Iteration 8Q: 3 clusters Score -3534814 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3535504.000000 Penalty: 4887.184082
	Iteration 9F: 3 clusters Score -3535504 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3536240.750000 Penalty: 4887.184082
	Iteration 10Q: 3 clusters Score -3536241 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3536857.250000 Penalty: 4887.184082
	Iteration 11Q: 3 clusters Score -3536857 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3537319.750000 Penalty: 4887.184082
	Iteration 12Q: 3 clusters Score -3537320 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3537732.250000 Penalty: 4887.184082
	Iteration 13Q: 3 clusters Score -3537732 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3537980.000000 Penalty: 4887.184082
	Iteration 14Q: 3 clusters Score -3537980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3538111.250000 Penalty: 4887.184082
	Iteration 15Q: 3 clusters Score -3538111 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3538209.750000 Penalty: 4887.184082
	Iteration 16Q: 3 clusters Score -3538210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3538272.750000 Penalty: 4887.184082
	Iteration 17Q: 3 clusters Score -3538273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3538314.500000 Penalty: 4887.184082
	Iteration 18Q: 3 clusters Score -3538314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3538339.750000 Penalty: 4887.184082
	Iteration 19Q: 3 clusters Score -3538340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3538363.000000 Penalty: 4887.184082
	Iteration 20F: 3 clusters Score -3538363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3538388.750000 Penalty: 4887.184082
	Iteration 21Q: 3 clusters Score -3538389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3538400.250000 Penalty: 4887.184082
	Iteration 22Q: 3 clusters Score -3538400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3538429.500000 Penalty: 4887.184082
	Iteration 23Q: 3 clusters Score -3538430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3538440.000000 Penalty: 4887.184082
	Iteration 24Q: 3 clusters Score -3538440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3538450.000000 Penalty: 4887.184082
	Iteration 25Q: 3 clusters Score -3538450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3538457.750000 Penalty: 4887.184082
	Iteration 26Q: 3 clusters Score -3538458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3538463.000000 Penalty: 4887.184082
	Iteration 27Q: 3 clusters Score -3538463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3538466.000000 Penalty: 4887.184082
	Iteration 28Q: 3 clusters Score -3538466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3538472.500000 Penalty: 4887.184082
	Iteration 29Q: 3 clusters Score -3538472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3538478.000000 Penalty: 4887.184082
	Iteration 30Q: 3 clusters Score -3538478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3538488.250000 Penalty: 4887.184082
	Iteration 31Q: 3 clusters Score -3538488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3538499.500000 Penalty: 4887.184082
	Iteration 32Q: 3 clusters Score -3538500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3538509.750000 Penalty: 4887.184082
	Iteration 33Q: 3 clusters Score -3538510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3538507.500000 Penalty: 4887.184082
	Iteration 34Q: 3 clusters Score -3538508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3538516.250000 Penalty: 4887.184082
	Iteration 35Q: 3 clusters Score -3538516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -3538519.000000 Penalty: 4887.184082
	Iteration 36Q: 3 clusters Score -3538519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3538524.000000 Penalty: 4887.184082
	Iteration 37Q: 3 clusters Score -3538524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3538526.500000 Penalty: 4887.184082
	Iteration 38Q: 3 clusters Score -3538526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3538529.000000 Penalty: 4887.184082
	Iteration 39Q: 3 clusters Score -3538529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3538534.000000 Penalty: 4887.184082
	Iteration 40F: 3 clusters Score -3538534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3538539.750000 Penalty: 4887.184082
	Iteration 41Q: 3 clusters Score -3538540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3538540.250000 Penalty: 4887.184082
	Iteration 42Q: 3 clusters Score -3538540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3538539.750000 Penalty: 4887.184082
	Iteration 43Q: 3 clusters Score -3538540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3538538.750000 Penalty: 4887.184082
	Iteration 44Q: 3 clusters Score -3538539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3538538.750000 Penalty: 4887.184082
	Iteration 45Q: 3 clusters Score -3538539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3538537.750000 Penalty: 4887.184082
	Iteration 46Q: 3 clusters Score -3538538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3538545.250000 Penalty: 4887.184082
	Iteration 47Q: 3 clusters Score -3538545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3538544.000000 Penalty: 4887.184082
	Iteration 48Q: 3 clusters Score -3538544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3538546.250000 Penalty: 4887.184082
	Iteration 49Q: 3 clusters Score -3538546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3538546.000000 Penalty: 4887.184082
	Iteration 50Q: 3 clusters Score -3538546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3538545.500000 Penalty: 4887.184082
	Iteration 51Q: 3 clusters Score -3538546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3538545.500000 Penalty: 4887.184082
	Iteration 52F: 3 clusters Score -3538546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Entering Unmasked Estep 
Score: -3859734.500000 Penalty: 2448.511230
	Iteration 0F: 2 clusters Score -3859734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3847391.500000 Penalty: 4897.022461
	Iteration 0F: 3 clusters Score -3847392 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3851992.750000 Penalty: 4897.022461
	Iteration 1F: 3 clusters Score -3851993 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3852413.750000 Penalty: 4897.022461
	Iteration 2F: 3 clusters Score -3852414 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3852732.250000 Penalty: 4897.022461
	Iteration 3Q: 3 clusters Score -3852732 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3853004.500000 Penalty: 4897.022461
	Iteration 4Q: 3 clusters Score -3853004 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3853210.250000 Penalty: 4897.022461
	Iteration 5Q: 3 clusters Score -3853210 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3853347.500000 Penalty: 4897.022461
	Iteration 6Q: 3 clusters Score -3853348 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3853463.000000 Penalty: 4897.022461
	Iteration 7Q: 3 clusters Score -3853463 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3853583.750000 Penalty: 4897.022461
	Iteration 8Q: 3 clusters Score -3853584 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3853671.250000 Penalty: 4897.022461
	Iteration 9Q: 3 clusters Score -3853671 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3853742.250000 Penalty: 4897.022461
	Iteration 10Q: 3 clusters Score -3853742 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3853869.250000 Penalty: 4897.022461
	Iteration 11Q: 3 clusters Score -3853869 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3853997.000000 Penalty: 4897.022461
	Iteration 12Q: 3 clusters Score -3853997 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3854246.250000 Penalty: 4897.022461
	Iteration 13F: 3 clusters Score -3854246 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3854830.500000 Penalty: 4897.022461
	Iteration 14F: 3 clusters Score -3854830 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3855486.750000 Penalty: 4897.022461
	Iteration 15F: 3 clusters Score -3855487 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3856131.250000 Penalty: 4897.022461
	Iteration 16Q: 3 clusters Score -3856131 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3856574.750000 Penalty: 4897.022461
	Iteration 17Q: 3 clusters Score -3856575 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3857158.750000 Penalty: 4897.022461
	Iteration 18Q: 3 clusters Score -3857159 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3857552.250000 Penalty: 4897.022461
	Iteration 19Q: 3 clusters Score -3857552 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3857679.000000 Penalty: 4897.022461
	Iteration 20F: 3 clusters Score -3857679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3857755.750000 Penalty: 4897.022461
	Iteration 21Q: 3 clusters Score -3857756 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3857821.250000 Penalty: 4897.022461
	Iteration 22Q: 3 clusters Score -3857821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3857854.250000 Penalty: 4897.022461
	Iteration 23Q: 3 clusters Score -3857854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3857874.250000 Penalty: 4897.022461
	Iteration 24Q: 3 clusters Score -3857874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3857883.000000 Penalty: 4897.022461
	Iteration 25Q: 3 clusters Score -3857883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3857896.500000 Penalty: 4897.022461
	Iteration 26Q: 3 clusters Score -3857896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3857907.000000 Penalty: 4897.022461
	Iteration 27Q: 3 clusters Score -3857907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3857916.250000 Penalty: 4897.022461
	Iteration 28Q: 3 clusters Score -3857916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -3857928.750000 Penalty: 4897.022461
	Iteration 29Q: 3 clusters Score -3857929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3857935.000000 Penalty: 4897.022461
	Iteration 30Q: 3 clusters Score -3857935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3857935.250000 Penalty: 4897.022461
	Iteration 31Q: 3 clusters Score -3857935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3857934.250000 Penalty: 4897.022461
	Iteration 32Q: 3 clusters Score -3857934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3857937.000000 Penalty: 4897.022461
	Iteration 33Q: 3 clusters Score -3857937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3857936.000000 Penalty: 4897.022461
	Iteration 34Q: 3 clusters Score -3857936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3857940.250000 Penalty: 4897.022461
	Iteration 35Q: 3 clusters Score -3857940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3857943.750000 Penalty: 4897.022461
	Iteration 36Q: 3 clusters Score -3857944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3857943.000000 Penalty: 4897.022461
	Iteration 37Q: 3 clusters Score -3857943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3857943.000000 Penalty: 4897.022461
	Iteration 38F: 3 clusters Score -3857943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84930.062500 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84930.06 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 288 members 
Entering Unmasked Estep 
Score: -83496.968750 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83496.97 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83806.695312 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83806.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83890.570312 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83890.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83917.062500 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83917.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83922.421875 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83922.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83926.335938 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83926.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83929.429688 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -83929.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83933.789062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -83933.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83936.445312 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -83936.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83939.679688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -83939.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83939.679688 Penalty: 3123.366211
	Iteration 10F: 3 clusters Score -83939.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -194373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -192335.843750 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -192335.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192638.578125 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -192638.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -192725.500000 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -192725.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -192777.359375 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -192777.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -192808.765625 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -192808.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -192853.234375 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -192853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -192934.046875 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -192934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -193055.781250 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -193055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -193102.531250 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -193102.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -193124.656250 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -193124.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193139.328125 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -193139.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -193153.250000 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -193153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -193171.671875 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -193171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -193184.468750 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -193184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -193200.859375 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -193200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -193218.953125 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -193219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -193230.656250 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -193230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -193237.328125 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -193237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -193245.015625 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -193245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -193245.015625 Penalty: 3483.342529
	Iteration 19F: 3 clusters Score -193245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Entering Unmasked Estep 
Score: -3843203.000000 Penalty: 2448.830322
	Iteration 0F: 2 clusters Score -3843203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3830840.750000 Penalty: 4897.660645
	Iteration 0F: 3 clusters Score -3830841 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3835537.250000 Penalty: 4897.660645
	Iteration 1F: 3 clusters Score -3835537 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3836027.750000 Penalty: 4897.660645
	Iteration 2F: 3 clusters Score -3836028 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3836477.000000 Penalty: 4897.660645
	Iteration 3F: 3 clusters Score -3836477 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3836861.750000 Penalty: 4897.660645
	Iteration 4F: 3 clusters Score -3836862 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3837222.000000 Penalty: 4897.660645
	Iteration 5Q: 3 clusters Score -3837222 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3837502.500000 Penalty: 4897.660645
	Iteration 6Q: 3 clusters Score -3837502 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3837724.500000 Penalty: 4897.660645
	Iteration 7Q: 3 clusters Score -3837724 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3837911.000000 Penalty: 4897.660645
	Iteration 8Q: 3 clusters Score -3837911 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3838104.000000 Penalty: 4897.660645
	Iteration 9Q: 3 clusters Score -3838104 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3838283.000000 Penalty: 4897.660645
	Iteration 10Q: 3 clusters Score -3838283 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3838445.750000 Penalty: 4897.660645
	Iteration 11Q: 3 clusters Score -3838446 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3838564.500000 Penalty: 4897.660645
	Iteration 12Q: 3 clusters Score -3838564 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3838682.750000 Penalty: 4897.660645
	Iteration 13Q: 3 clusters Score -3838683 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3838794.000000 Penalty: 4897.660645
	Iteration 14Q: 3 clusters Score -3838794 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3838910.000000 Penalty: 4897.660645
	Iteration 15Q: 3 clusters Score -3838910 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3839066.000000 Penalty: 4897.660645
	Iteration 16Q: 3 clusters Score -3839066 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3839239.500000 Penalty: 4897.660645
	Iteration 17Q: 3 clusters Score -3839240 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3839464.500000 Penalty: 4897.660645
	Iteration 18Q: 3 clusters Score -3839464 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3839733.250000 Penalty: 4897.660645
	Iteration 19Q: 3 clusters Score -3839733 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3840065.000000 Penalty: 4897.660645
	Iteration 20F: 3 clusters Score -3840065 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3840366.250000 Penalty: 4897.660645
	Iteration 21Q: 3 clusters Score -3840366 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3840638.500000 Penalty: 4897.660645
	Iteration 22Q: 3 clusters Score -3840638 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3840874.250000 Penalty: 4897.660645
	Iteration 23Q: 3 clusters Score -3840874 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3841124.250000 Penalty: 4897.660645
	Iteration 24Q: 3 clusters Score -3841124 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3841333.000000 Penalty: 4897.660645
	Iteration 25Q: 3 clusters Score -3841333 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3841468.750000 Penalty: 4897.660645
	Iteration 26Q: 3 clusters Score -3841469 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3841564.000000 Penalty: 4897.660645
	Iteration 27Q: 3 clusters Score -3841564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3841663.750000 Penalty: 4897.660645
	Iteration 28Q: 3 clusters Score -3841664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3841742.500000 Penalty: 4897.660645
	Iteration 29Q: 3 clusters Score -3841742 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3841822.000000 Penalty: 4897.660645
	Iteration 30Q: 3 clusters Score -3841822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3841859.500000 Penalty: 4897.660645
	Iteration 31Q: 3 clusters Score -3841860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3841900.000000 Penalty: 4897.660645
	Iteration 32Q: 3 clusters Score -3841900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3841924.000000 Penalty: 4897.660645
	Iteration 33Q: 3 clusters Score -3841924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3841944.250000 Penalty: 4897.660645
	Iteration 34Q: 3 clusters Score -3841944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3841955.000000 Penalty: 4897.660645
	Iteration 35Q: 3 clusters Score -3841955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3841972.250000 Penalty: 4897.660645
	Iteration 36Q: 3 clusters Score -3841972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3841987.750000 Penalty: 4897.660645
	Iteration 37Q: 3 clusters Score -3841988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3841996.750000 Penalty: 4897.660645
	Iteration 38Q: 3 clusters Score -3841997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3841993.500000 Penalty: 4897.660645
	Iteration 39Q: 3 clusters Score -3841994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3841993.000000 Penalty: 4897.660645
	Iteration 40F: 3 clusters Score -3841993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3841992.750000 Penalty: 4897.660645
	Iteration 41Q: 3 clusters Score -3841993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3841995.000000 Penalty: 4897.660645
	Iteration 42Q: 3 clusters Score -3841995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3841988.750000 Penalty: 4897.660645
	Iteration 43Q: 3 clusters Score -3841989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3841991.000000 Penalty: 4897.660645
	Iteration 44Q: 3 clusters Score -3841991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3841986.250000 Penalty: 4897.660645
	Iteration 45Q: 3 clusters Score -3841986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3841986.750000 Penalty: 4897.660645
	Iteration 46Q: 3 clusters Score -3841987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3841994.250000 Penalty: 4897.660645
	Iteration 47Q: 3 clusters Score -3841994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3841991.500000 Penalty: 4897.660645
	Iteration 48Q: 3 clusters Score -3841992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3841994.250000 Penalty: 4897.660645
	Iteration 49Q: 3 clusters Score -3841994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3841992.750000 Penalty: 4897.660645
	Iteration 50Q: 3 clusters Score -3841993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3841988.500000 Penalty: 4897.660645
	Iteration 51Q: 3 clusters Score -3841988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3841985.000000 Penalty: 4897.660645
	Iteration 52Q: 3 clusters Score -3841985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3841985.750000 Penalty: 4897.660645
	Iteration 53Q: 3 clusters Score -3841986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3841981.250000 Penalty: 4897.660645
	Iteration 54Q: 3 clusters Score -3841981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3841983.000000 Penalty: 4897.660645
	Iteration 55Q: 3 clusters Score -3841983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3841979.500000 Penalty: 4897.660645
	Iteration 56Q: 3 clusters Score -3841980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3841989.500000 Penalty: 4897.660645
	Iteration 57Q: 3 clusters Score -3841990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3841989.750000 Penalty: 4897.660645
	Iteration 58Q: 3 clusters Score -3841990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3841990.250000 Penalty: 4897.660645
	Iteration 59Q: 3 clusters Score -3841990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3841993.000000 Penalty: 4897.660645
	Iteration 60F: 3 clusters Score -3841993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3841993.500000 Penalty: 4897.660645
	Iteration 61Q: 3 clusters Score -3841994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3841987.250000 Penalty: 4897.660645
	Iteration 62Q: 3 clusters Score -3841987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3841989.000000 Penalty: 4897.660645
	Iteration 63Q: 3 clusters Score -3841989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3841989.000000 Penalty: 4897.660645
	Iteration 64F: 3 clusters Score -3841989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Entering Unmasked Estep 
Score: -3757261.500000 Penalty: 2454.385010
	Iteration 0F: 2 clusters Score -3757262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3743658.250000 Penalty: 4908.770020
	Iteration 0F: 3 clusters Score -3743658 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3748291.750000 Penalty: 4908.770020
	Iteration 1F: 3 clusters Score -3748292 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3748633.000000 Penalty: 4908.770020
	Iteration 2Q: 3 clusters Score -3748633 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3748925.500000 Penalty: 4908.770020
	Iteration 3Q: 3 clusters Score -3748926 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3749184.000000 Penalty: 4908.770020
	Iteration 4Q: 3 clusters Score -3749184 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3749434.750000 Penalty: 4908.770020
	Iteration 5Q: 3 clusters Score -3749435 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3749734.500000 Penalty: 4908.770020
	Iteration 6Q: 3 clusters Score -3749734 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3750138.250000 Penalty: 4908.770020
	Iteration 7Q: 3 clusters Score -3750138 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3750708.250000 Penalty: 4908.770020
	Iteration 8Q: 3 clusters Score -3750708 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3751394.750000 Penalty: 4908.770020
	Iteration 9F: 3 clusters Score -3751395 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3752190.500000 Penalty: 4908.770020
	Iteration 10F: 3 clusters Score -3752190 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3753022.000000 Penalty: 4908.770020
	Iteration 11F: 3 clusters Score -3753022 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3753784.750000 Penalty: 4908.770020
	Iteration 12Q: 3 clusters Score -3753785 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3754357.750000 Penalty: 4908.770020
	Iteration 13Q: 3 clusters Score -3754358 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3754676.750000 Penalty: 4908.770020
	Iteration 14Q: 3 clusters Score -3754677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3754862.000000 Penalty: 4908.770020
	Iteration 15Q: 3 clusters Score -3754862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3754982.000000 Penalty: 4908.770020
	Iteration 16Q: 3 clusters Score -3754982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3755054.500000 Penalty: 4908.770020
	Iteration 17Q: 3 clusters Score -3755054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3755078.000000 Penalty: 4908.770020
	Iteration 18Q: 3 clusters Score -3755078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3755112.750000 Penalty: 4908.770020
	Iteration 19Q: 3 clusters Score -3755113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3755125.750000 Penalty: 4908.770020
	Iteration 20F: 3 clusters Score -3755126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3755149.250000 Penalty: 4908.770020
	Iteration 21Q: 3 clusters Score -3755149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3755172.750000 Penalty: 4908.770020
	Iteration 22Q: 3 clusters Score -3755173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3755192.750000 Penalty: 4908.770020
	Iteration 23Q: 3 clusters Score -3755193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3755205.500000 Penalty: 4908.770020
	Iteration 24Q: 3 clusters Score -3755206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3755208.000000 Penalty: 4908.770020
	Iteration 25Q: 3 clusters Score -3755208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3755218.750000 Penalty: 4908.770020
	Iteration 26Q: 3 clusters Score -3755219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3755219.500000 Penalty: 4908.770020
	Iteration 27Q: 3 clusters Score -3755220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3755219.500000 Penalty: 4908.770020
	Iteration 28F: 3 clusters Score -3755220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -71058.101562 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -71058.1 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 234 members 
Entering Unmasked Estep 
Score: -69805.296875 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -69805.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69987.546875 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -69987.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70057.468750 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -70057.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70105.343750 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -70105.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70161.000000 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -70161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70227.195312 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -70227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70251.601562 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -70251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70272.109375 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -70272.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70288.796875 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -70288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70296.132812 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -70296.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70303.054688 Penalty: 2992.410889
	Iteration 10Q: 3 clusters Score -70303.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70308.265625 Penalty: 2992.410889
	Iteration 11Q: 3 clusters Score -70308.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70308.265625 Penalty: 2992.410889
	Iteration 12F: 3 clusters Score -70308.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Entering Unmasked Estep 
Score: -2426873.000000 Penalty: 2333.215088
	Iteration 0F: 2 clusters Score -2426873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2417997.750000 Penalty: 4666.430176
	Iteration 0F: 3 clusters Score -2417998 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2420716.250000 Penalty: 4666.430176
	Iteration 1F: 3 clusters Score -2420716 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2421062.750000 Penalty: 4666.430176
	Iteration 2F: 3 clusters Score -2421063 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2421293.000000 Penalty: 4666.430176
	Iteration 3F: 3 clusters Score -2421293 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2421498.250000 Penalty: 4666.430176
	Iteration 4Q: 3 clusters Score -2421498 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2421693.500000 Penalty: 4666.430176
	Iteration 5Q: 3 clusters Score -2421694 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2421895.500000 Penalty: 4666.430176
	Iteration 6Q: 3 clusters Score -2421896 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2422130.000000 Penalty: 4666.430176
	Iteration 7Q: 3 clusters Score -2422130 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2422399.500000 Penalty: 4666.430176
	Iteration 8Q: 3 clusters Score -2422400 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2422736.250000 Penalty: 4666.430176
	Iteration 9Q: 3 clusters Score -2422736 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2423074.750000 Penalty: 4666.430176
	Iteration 10Q: 3 clusters Score -2423075 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2423384.750000 Penalty: 4666.430176
	Iteration 11Q: 3 clusters Score -2423385 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2423703.250000 Penalty: 4666.430176
	Iteration 12Q: 3 clusters Score -2423703 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2424015.250000 Penalty: 4666.430176
	Iteration 13Q: 3 clusters Score -2424015 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2424258.500000 Penalty: 4666.430176
	Iteration 14Q: 3 clusters Score -2424258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2424460.000000 Penalty: 4666.430176
	Iteration 15Q: 3 clusters Score -2424460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2424571.500000 Penalty: 4666.430176
	Iteration 16Q: 3 clusters Score -2424572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2424637.000000 Penalty: 4666.430176
	Iteration 17Q: 3 clusters Score -2424637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2424691.750000 Penalty: 4666.430176
	Iteration 18Q: 3 clusters Score -2424692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2424731.750000 Penalty: 4666.430176
	Iteration 19Q: 3 clusters Score -2424732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2424753.000000 Penalty: 4666.430176
	Iteration 20F: 3 clusters Score -2424753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2424763.250000 Penalty: 4666.430176
	Iteration 21Q: 3 clusters Score -2424763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2424769.000000 Penalty: 4666.430176
	Iteration 22Q: 3 clusters Score -2424769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2424777.750000 Penalty: 4666.430176
	Iteration 23Q: 3 clusters Score -2424778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2424781.750000 Penalty: 4666.430176
	Iteration 24Q: 3 clusters Score -2424782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2424780.500000 Penalty: 4666.430176
	Iteration 25Q: 3 clusters Score -2424780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2424783.750000 Penalty: 4666.430176
	Iteration 26Q: 3 clusters Score -2424784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2424788.500000 Penalty: 4666.430176
	Iteration 27Q: 3 clusters Score -2424788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2424791.500000 Penalty: 4666.430176
	Iteration 28Q: 3 clusters Score -2424792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2424793.250000 Penalty: 4666.430176
	Iteration 29Q: 3 clusters Score -2424793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2424799.750000 Penalty: 4666.430176
	Iteration 30Q: 3 clusters Score -2424800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2424799.000000 Penalty: 4666.430176
	Iteration 31Q: 3 clusters Score -2424799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2424799.000000 Penalty: 4666.430176
	Iteration 32F: 3 clusters Score -2424799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Entering Unmasked Estep 
Score: -3946482.000000 Penalty: 2454.535156
	Iteration 0F: 2 clusters Score -3946482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3934319.000000 Penalty: 4909.070312
	Iteration 0F: 3 clusters Score -3934319 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3938980.500000 Penalty: 4909.070312
	Iteration 1F: 3 clusters Score -3938980 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3939408.000000 Penalty: 4909.070312
	Iteration 2F: 3 clusters Score -3939408 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3939829.750000 Penalty: 4909.070312
	Iteration 3Q: 3 clusters Score -3939830 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3940267.500000 Penalty: 4909.070312
	Iteration 4Q: 3 clusters Score -3940268 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3940787.000000 Penalty: 4909.070312
	Iteration 5Q: 3 clusters Score -3940787 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3941404.500000 Penalty: 4909.070312
	Iteration 6F: 3 clusters Score -3941404 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3942216.750000 Penalty: 4909.070312
	Iteration 7F: 3 clusters Score -3942217 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3943116.250000 Penalty: 4909.070312
	Iteration 8F: 3 clusters Score -3943116 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3943946.750000 Penalty: 4909.070312
	Iteration 9F: 3 clusters Score -3943947 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3944547.500000 Penalty: 4909.070312
	Iteration 10Q: 3 clusters Score -3944548 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3944938.750000 Penalty: 4909.070312
	Iteration 11Q: 3 clusters Score -3944939 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3945202.500000 Penalty: 4909.070312
	Iteration 12Q: 3 clusters Score -3945202 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3945403.500000 Penalty: 4909.070312
	Iteration 13Q: 3 clusters Score -3945404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3945537.250000 Penalty: 4909.070312
	Iteration 14Q: 3 clusters Score -3945537 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3945590.500000 Penalty: 4909.070312
	Iteration 15Q: 3 clusters Score -3945590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3945654.500000 Penalty: 4909.070312
	Iteration 16Q: 3 clusters Score -3945654 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3945660.250000 Penalty: 4909.070312
	Iteration 17Q: 3 clusters Score -3945660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3945693.250000 Penalty: 4909.070312
	Iteration 18Q: 3 clusters Score -3945693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3945726.500000 Penalty: 4909.070312
	Iteration 19Q: 3 clusters Score -3945726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3945737.000000 Penalty: 4909.070312
	Iteration 20F: 3 clusters Score -3945737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3945724.250000 Penalty: 4909.070312
	Iteration 21Q: 3 clusters Score -3945724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3945734.500000 Penalty: 4909.070312
	Iteration 22Q: 3 clusters Score -3945734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3945730.000000 Penalty: 4909.070312
	Iteration 23Q: 3 clusters Score -3945730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3945734.000000 Penalty: 4909.070312
	Iteration 24Q: 3 clusters Score -3945734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3945735.000000 Penalty: 4909.070312
	Iteration 25Q: 3 clusters Score -3945735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3945735.000000 Penalty: 4909.070312
	Iteration 26Q: 3 clusters Score -3945735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3945737.250000 Penalty: 4909.070312
	Iteration 27Q: 3 clusters Score -3945737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3945733.000000 Penalty: 4909.070312
	Iteration 28Q: 3 clusters Score -3945733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3945729.500000 Penalty: 4909.070312
	Iteration 29Q: 3 clusters Score -3945730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3945729.500000 Penalty: 4909.070312
	Iteration 30F: 3 clusters Score -3945730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -4553332.500000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -4553332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4539881.500000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -4539882 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4545669.500000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -4545670 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4546091.000000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -4546091 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4546382.000000 Penalty: 5007.905762
	Iteration 3Q: 3 clusters Score -4546382 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4546612.500000 Penalty: 5007.905762
	Iteration 4Q: 3 clusters Score -4546612 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -4546850.500000 Penalty: 5007.905762
	Iteration 5Q: 3 clusters Score -4546850 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4547097.000000 Penalty: 5007.905762
	Iteration 6Q: 3 clusters Score -4547097 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4547352.500000 Penalty: 5007.905762
	Iteration 7Q: 3 clusters Score -4547352 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4547628.000000 Penalty: 5007.905762
	Iteration 8Q: 3 clusters Score -4547628 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4547946.500000 Penalty: 5007.905762
	Iteration 9Q: 3 clusters Score -4547946 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4548379.000000 Penalty: 5007.905762
	Iteration 10Q: 3 clusters Score -4548379 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4548929.000000 Penalty: 5007.905762
	Iteration 11Q: 3 clusters Score -4548929 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4549604.000000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -4549604 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4550183.500000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -4550184 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4550505.000000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -4550505 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4550722.500000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -4550722 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4550789.500000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -4550790 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4550854.500000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -4550854 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4550903.500000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -4550904 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4550942.500000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -4550942 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4550953.000000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -4550953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4550979.500000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -4550980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4550990.000000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -4550990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4550986.500000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -4550986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4551001.000000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -4551001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4550992.000000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -4550992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4550984.500000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -4550984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4550973.500000 Penalty: 5007.905762
	Iteration 27Q: 3 clusters Score -4550974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4550996.500000 Penalty: 5007.905762
	Iteration 28Q: 3 clusters Score -4550996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4551001.000000 Penalty: 5007.905762
	Iteration 29Q: 3 clusters Score -4551001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4551027.000000 Penalty: 5007.905762
	Iteration 30Q: 3 clusters Score -4551027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4551027.000000 Penalty: 5007.905762
	Iteration 31Q: 3 clusters Score -4551027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4551031.000000 Penalty: 5007.905762
	Iteration 32Q: 3 clusters Score -4551031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4551039.000000 Penalty: 5007.905762
	Iteration 33Q: 3 clusters Score -4551039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4551043.000000 Penalty: 5007.905762
	Iteration 34Q: 3 clusters Score -4551043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4551069.500000 Penalty: 5007.905762
	Iteration 35Q: 3 clusters Score -4551070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4551075.000000 Penalty: 5007.905762
	Iteration 36Q: 3 clusters Score -4551075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4551072.500000 Penalty: 5007.905762
	Iteration 37Q: 3 clusters Score -4551072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4551085.000000 Penalty: 5007.905762
	Iteration 38Q: 3 clusters Score -4551085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4551088.000000 Penalty: 5007.905762
	Iteration 39Q: 3 clusters Score -4551088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4551085.000000 Penalty: 5007.905762
	Iteration 40F: 3 clusters Score -4551085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4551084.500000 Penalty: 5007.905762
	Iteration 41Q: 3 clusters Score -4551084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4551087.500000 Penalty: 5007.905762
	Iteration 42Q: 3 clusters Score -4551088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4551089.000000 Penalty: 5007.905762
	Iteration 43Q: 3 clusters Score -4551089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4551087.500000 Penalty: 5007.905762
	Iteration 44Q: 3 clusters Score -4551088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4551094.000000 Penalty: 5007.905762
	Iteration 45Q: 3 clusters Score -4551094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4551093.000000 Penalty: 5007.905762
	Iteration 46Q: 3 clusters Score -4551093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4551093.000000 Penalty: 5007.905762
	Iteration 47Q: 3 clusters Score -4551093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4551097.000000 Penalty: 5007.905762
	Iteration 48Q: 3 clusters Score -4551097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4551096.000000 Penalty: 5007.905762
	Iteration 49Q: 3 clusters Score -4551096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4551099.000000 Penalty: 5007.905762
	Iteration 50Q: 3 clusters Score -4551099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4551101.000000 Penalty: 5007.905762
	Iteration 51Q: 3 clusters Score -4551101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4551101.000000 Penalty: 5007.905762
	Iteration 52F: 3 clusters Score -4551101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Entering Unmasked Estep 
Score: -3543563.500000 Penalty: 2427.721436
	Iteration 0F: 2 clusters Score -3543564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3531335.250000 Penalty: 4855.442871
	Iteration 0F: 3 clusters Score -3531335 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3535550.750000 Penalty: 4855.442871
	Iteration 1F: 3 clusters Score -3535551 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3536044.750000 Penalty: 4855.442871
	Iteration 2F: 3 clusters Score -3536045 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3536489.250000 Penalty: 4855.442871
	Iteration 3F: 3 clusters Score -3536489 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3536974.000000 Penalty: 4855.442871
	Iteration 4F: 3 clusters Score -3536974 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3537540.250000 Penalty: 4855.442871
	Iteration 5F: 3 clusters Score -3537540 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3538110.500000 Penalty: 4855.442871
	Iteration 6F: 3 clusters Score -3538110 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3538710.750000 Penalty: 4855.442871
	Iteration 7F: 3 clusters Score -3538711 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3539395.000000 Penalty: 4855.442871
	Iteration 8Q: 3 clusters Score -3539395 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3540019.250000 Penalty: 4855.442871
	Iteration 9Q: 3 clusters Score -3540019 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3540503.500000 Penalty: 4855.442871
	Iteration 10Q: 3 clusters Score -3540504 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3540805.000000 Penalty: 4855.442871
	Iteration 11Q: 3 clusters Score -3540805 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3541011.500000 Penalty: 4855.442871
	Iteration 12Q: 3 clusters Score -3541012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3541127.250000 Penalty: 4855.442871
	Iteration 13Q: 3 clusters Score -3541127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3541198.500000 Penalty: 4855.442871
	Iteration 14Q: 3 clusters Score -3541198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3541245.250000 Penalty: 4855.442871
	Iteration 15Q: 3 clusters Score -3541245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3541281.250000 Penalty: 4855.442871
	Iteration 16Q: 3 clusters Score -3541281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3541300.000000 Penalty: 4855.442871
	Iteration 17Q: 3 clusters Score -3541300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3541333.750000 Penalty: 4855.442871
	Iteration 18Q: 3 clusters Score -3541334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3541364.500000 Penalty: 4855.442871
	Iteration 19Q: 3 clusters Score -3541364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3541382.750000 Penalty: 4855.442871
	Iteration 20F: 3 clusters Score -3541383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3541391.500000 Penalty: 4855.442871
	Iteration 21Q: 3 clusters Score -3541392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3541393.000000 Penalty: 4855.442871
	Iteration 22Q: 3 clusters Score -3541393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3541399.750000 Penalty: 4855.442871
	Iteration 23Q: 3 clusters Score -3541400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3541407.500000 Penalty: 4855.442871
	Iteration 24Q: 3 clusters Score -3541408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3541412.500000 Penalty: 4855.442871
	Iteration 25Q: 3 clusters Score -3541412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3541414.000000 Penalty: 4855.442871
	Iteration 26Q: 3 clusters Score -3541414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3541414.500000 Penalty: 4855.442871
	Iteration 27Q: 3 clusters Score -3541414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3541414.500000 Penalty: 4855.442871
	Iteration 28F: 3 clusters Score -3541414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Entering Unmasked Estep 
Score: -4195876.000000 Penalty: 2470.480469
	Iteration 0F: 2 clusters Score -4195876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4184710.750000 Penalty: 4940.960938
	Iteration 0F: 3 clusters Score -4184711 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4189569.250000 Penalty: 4940.960938
	Iteration 1F: 3 clusters Score -4189569 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4189922.750000 Penalty: 4940.960938
	Iteration 2F: 3 clusters Score -4189923 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4190164.000000 Penalty: 4940.960938
	Iteration 3Q: 3 clusters Score -4190164 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4190325.250000 Penalty: 4940.960938
	Iteration 4Q: 3 clusters Score -4190325 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4190453.750000 Penalty: 4940.960938
	Iteration 5Q: 3 clusters Score -4190454 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4190559.250000 Penalty: 4940.960938
	Iteration 6Q: 3 clusters Score -4190559 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4190670.500000 Penalty: 4940.960938
	Iteration 7Q: 3 clusters Score -4190670 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4190758.750000 Penalty: 4940.960938
	Iteration 8Q: 3 clusters Score -4190759 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4190891.250000 Penalty: 4940.960938
	Iteration 9Q: 3 clusters Score -4190891 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4191075.750000 Penalty: 4940.960938
	Iteration 10Q: 3 clusters Score -4191076 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4191378.750000 Penalty: 4940.960938
	Iteration 11Q: 3 clusters Score -4191379 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4191921.250000 Penalty: 4940.960938
	Iteration 12F: 3 clusters Score -4191921 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4192888.250000 Penalty: 4940.960938
	Iteration 13F: 3 clusters Score -4192888 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4193732.000000 Penalty: 4940.960938
	Iteration 14F: 3 clusters Score -4193732 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4194290.500000 Penalty: 4940.960938
	Iteration 15Q: 3 clusters Score -4194290 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4194654.500000 Penalty: 4940.960938
	Iteration 16Q: 3 clusters Score -4194654 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4195056.000000 Penalty: 4940.960938
	Iteration 17Q: 3 clusters Score -4195056 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4195402.500000 Penalty: 4940.960938
	Iteration 18Q: 3 clusters Score -4195402 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4195731.000000 Penalty: 4940.960938
	Iteration 19Q: 3 clusters Score -4195731 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4195986.000000 Penalty: 4940.960938
	Iteration 20F: 3 clusters Score -4195986 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4196166.000000 Penalty: 4940.960938
	Iteration 21Q: 3 clusters Score -4196166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4196292.000000 Penalty: 4940.960938
	Iteration 22Q: 3 clusters Score -4196292 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -4196380.500000 Penalty: 4940.960938
	Iteration 23Q: 3 clusters Score -4196380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4196469.500000 Penalty: 4940.960938
	Iteration 24Q: 3 clusters Score -4196470 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4196513.000000 Penalty: 4940.960938
	Iteration 25Q: 3 clusters Score -4196513 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4196498.000000 Penalty: 4940.960938
	Iteration 26Q: 3 clusters Score -4196498 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -4196499.500000 Penalty: 4940.960938
	Iteration 27Q: 3 clusters Score -4196500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4196507.000000 Penalty: 4940.960938
	Iteration 28Q: 3 clusters Score -4196507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4196504.500000 Penalty: 4940.960938
	Iteration 29Q: 3 clusters Score -4196504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4196496.500000 Penalty: 4940.960938
	Iteration 30Q: 3 clusters Score -4196496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4196464.500000 Penalty: 4940.960938
	Iteration 31Q: 3 clusters Score -4196464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4196463.500000 Penalty: 4940.960938
	Iteration 32Q: 3 clusters Score -4196464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4196474.500000 Penalty: 4940.960938
	Iteration 33Q: 3 clusters Score -4196474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4196464.500000 Penalty: 4940.960938
	Iteration 34Q: 3 clusters Score -4196464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4196460.500000 Penalty: 4940.960938
	Iteration 35Q: 3 clusters Score -4196460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4196434.500000 Penalty: 4940.960938
	Iteration 36Q: 3 clusters Score -4196434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4196430.500000 Penalty: 4940.960938
	Iteration 37Q: 3 clusters Score -4196430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4196426.500000 Penalty: 4940.960938
	Iteration 38Q: 3 clusters Score -4196426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4196435.500000 Penalty: 4940.960938
	Iteration 39Q: 3 clusters Score -4196436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4196431.500000 Penalty: 4940.960938
	Iteration 40F: 3 clusters Score -4196432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4196407.500000 Penalty: 4940.960938
	Iteration 41Q: 3 clusters Score -4196408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4196396.000000 Penalty: 4940.960938
	Iteration 42Q: 3 clusters Score -4196396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4196412.500000 Penalty: 4940.960938
	Iteration 43Q: 3 clusters Score -4196412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4196410.000000 Penalty: 4940.960938
	Iteration 44Q: 3 clusters Score -4196410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4196406.500000 Penalty: 4940.960938
	Iteration 45Q: 3 clusters Score -4196406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4196407.000000 Penalty: 4940.960938
	Iteration 46Q: 3 clusters Score -4196407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4196390.000000 Penalty: 4940.960938
	Iteration 47Q: 3 clusters Score -4196390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4196377.000000 Penalty: 4940.960938
	Iteration 48Q: 3 clusters Score -4196377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4196371.500000 Penalty: 4940.960938
	Iteration 49Q: 3 clusters Score -4196372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4196368.500000 Penalty: 4940.960938
	Iteration 50Q: 3 clusters Score -4196368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4196349.000000 Penalty: 4940.960938
	Iteration 51Q: 3 clusters Score -4196349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4196345.500000 Penalty: 4940.960938
	Iteration 52Q: 3 clusters Score -4196346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4196338.500000 Penalty: 4940.960938
	Iteration 53Q: 3 clusters Score -4196338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4196339.500000 Penalty: 4940.960938
	Iteration 54Q: 3 clusters Score -4196340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4196338.000000 Penalty: 4940.960938
	Iteration 55Q: 3 clusters Score -4196338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -4196329.500000 Penalty: 4940.960938
	Iteration 56Q: 3 clusters Score -4196330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4196323.500000 Penalty: 4940.960938
	Iteration 57Q: 3 clusters Score -4196324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4196318.000000 Penalty: 4940.960938
	Iteration 58Q: 3 clusters Score -4196318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4196315.500000 Penalty: 4940.960938
	Iteration 59Q: 3 clusters Score -4196316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4196317.000000 Penalty: 4940.960938
	Iteration 60F: 3 clusters Score -4196317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4196312.500000 Penalty: 4940.960938
	Iteration 61Q: 3 clusters Score -4196312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4196316.500000 Penalty: 4940.960938
	Iteration 62Q: 3 clusters Score -4196316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4196314.000000 Penalty: 4940.960938
	Iteration 63Q: 3 clusters Score -4196314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4196322.000000 Penalty: 4940.960938
	Iteration 64Q: 3 clusters Score -4196322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4196311.000000 Penalty: 4940.960938
	Iteration 65Q: 3 clusters Score -4196311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4196311.000000 Penalty: 4940.960938
	Iteration 66F: 3 clusters Score -4196311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 24165 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 6 contains 9402 members 
Mstep: Class 7 contains 35789 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21980 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19182 members 
Mstep: Class 13 contains 23454 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26905 members 
Mstep: Class 21 contains 36548 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19425 members 
Mstep: Class 27 contains 19865 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 12187 members 
Mstep: Class 30 contains 19877 members 
Mstep: Class 31 contains 24260 members 
Mstep: Class 32 contains 17840 members 
Mstep: Class 33 contains 11795 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
Score: -87204128.000000 Penalty: 110135.960938
Splitting cluster 33 changes total score from -87204952.000000 to -87204128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -85380.796875 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -85380.8 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 260 members 
Entering Unmasked Estep 
Score: -83881.078125 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -83881.08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84101.023438 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -84101.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84211.437500 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -84211.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84274.039062 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -84274.04 nChanged 13
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: -84294.289062 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -84294.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84322.421875 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -84322.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84352.757812 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -84352.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84371.085938 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -84371.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84392.023438 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -84392.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84400.601562 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -84400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84421.085938 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -84421.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84425.890625 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -84425.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84438.296875 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -84438.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84451.906250 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -84451.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84467.703125 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -84467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84473.375000 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -84473.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84492.757812 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -84492.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84497.609375 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -84497.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84500.789062 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -84500.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84500.789062 Penalty: 3089.341309
	Iteration 19F: 3 clusters Score -84500.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24449 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 24165 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 7 contains 35789 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21980 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19182 members 
Mstep: Class 13 contains 23454 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29210 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26905 members 
Mstep: Class 21 contains 36548 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19425 members 
Mstep: Class 27 contains 19865 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 12187 members 
Mstep: Class 30 contains 19877 members 
Mstep: Class 31 contains 24260 members 
Mstep: Class 32 contains 17840 members 
Mstep: Class 33 contains 21197 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87204984.000000 Penalty: 106896.671875
Iteration 319Q: 34 clusters Score -8.720498e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24394 members 
Mstep: Class 3 contains 7749 members 
Mstep: Class 4 contains 24139 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 35752 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21939 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19174 members 
Mstep: Class 13 contains 23444 members 
Mstep: Class 14 contains 10604 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29209 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26923 members 
Mstep: Class 21 contains 36533 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19367 members 
Mstep: Class 27 contains 19905 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 19914 members 
Mstep: Class 31 contains 23994 members 
Mstep: Class 32 contains 17812 members 
Mstep: Class 33 contains 21168 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206112.000000 Penalty: 106896.671875
Iteration 320F: 34 clusters Score -8.720611e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 24184 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 23667 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 23405 members 
Mstep: Class 14 contains 10577 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26949 members 
Mstep: Class 21 contains 36518 members 
Mstep: Class 22 contains 19100 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19318 members 
Mstep: Class 27 contains 19895 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 12659 members 
Mstep: Class 30 contains 19845 members 
Mstep: Class 31 contains 25046 members 
Mstep: Class 32 contains 17774 members 
Mstep: Class 33 contains 21137 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87205752.000000 Penalty: 106896.671875
Iteration 321Q: 34 clusters Score -8.720575e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 24045 members 
Mstep: Class 3 contains 7743 members 
Mstep: Class 4 contains 23430 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 7 contains 35691 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21773 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 19035 members 
Mstep: Class 13 contains 23367 members 
Mstep: Class 14 contains 10544 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 29231 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26973 members 
Mstep: Class 21 contains 36510 members 
Mstep: Class 22 contains 19112 members 
Mstep: Class 23 contains 19550 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19251 members 
Mstep: Class 27 contains 19948 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 12930 members 
Mstep: Class 30 contains 19800 members 
Mstep: Class 31 contains 25323 members 
Mstep: Class 32 contains 17676 members 
Mstep: Class 33 contains 21195 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206016.000000 Penalty: 106896.671875
Iteration 322Q: 34 clusters Score -8.720602e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 23300 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 7 contains 35647 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21775 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 23336 members 
Mstep: Class 14 contains 10499 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 29207 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 26998 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 19214 members 
Mstep: Class 23 contains 19569 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19196 members 
Mstep: Class 27 contains 20002 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 13210 members 
Mstep: Class 30 contains 19817 members 
Mstep: Class 31 contains 25297 members 
Mstep: Class 32 contains 17571 members 
Mstep: Class 33 contains 21260 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206024.000000 Penalty: 106896.671875
Iteration 323Q: 34 clusters Score -8.720602e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 35579 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21750 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18964 members 
Mstep: Class 13 contains 23311 members 
Mstep: Class 14 contains 10460 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 29199 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27014 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 19330 members 
Mstep: Class 23 contains 19641 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19163 members 
Mstep: Class 27 contains 20040 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 13421 members 
Mstep: Class 30 contains 19839 members 
Mstep: Class 31 contains 25265 members 
Mstep: Class 32 contains 17445 members 
Mstep: Class 33 contains 21313 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206072.000000 Penalty: 106896.671875
Iteration 324Q: 34 clusters Score -8.720607e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23791 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 23243 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 35502 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21689 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18959 members 
Mstep: Class 13 contains 23273 members 
Mstep: Class 14 contains 10427 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 4293 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27021 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 19478 members 
Mstep: Class 23 contains 19709 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19191 members 
Mstep: Class 27 contains 20048 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 13600 members 
Mstep: Class 30 contains 19834 members 
Mstep: Class 31 contains 25230 members 
Mstep: Class 32 contains 17301 members 
Mstep: Class 33 contains 21373 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206288.000000 Penalty: 106896.671875
Iteration 325Q: 34 clusters Score -8.720629e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23711 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 23248 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 7 contains 35413 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21657 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18942 members 
Mstep: Class 13 contains 23246 members 
Mstep: Class 14 contains 10389 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 29256 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27028 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 19638 members 
Mstep: Class 23 contains 19749 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19195 members 
Mstep: Class 27 contains 20082 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 13790 members 
Mstep: Class 30 contains 19854 members 
Mstep: Class 31 contains 25165 members 
Mstep: Class 32 contains 17209 members 
Mstep: Class 33 contains 21394 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206432.000000 Penalty: 106896.671875
Iteration 326Q: 34 clusters Score -8.720643e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23601 members 
Mstep: Class 3 contains 7737 members 
Mstep: Class 4 contains 23249 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 35370 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21640 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18941 members 
Mstep: Class 13 contains 23230 members 
Mstep: Class 14 contains 10349 members 
Mstep: Class 15 contains 19716 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 29299 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27038 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 19751 members 
Mstep: Class 23 contains 19840 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19196 members 
Mstep: Class 27 contains 20068 members 
Mstep: Class 28 contains 416 members 
Mstep: Class 29 contains 14011 members 
Mstep: Class 30 contains 19843 members 
Mstep: Class 31 contains 25121 members 
Mstep: Class 32 contains 17071 members 
Mstep: Class 33 contains 21398 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206448.000000 Penalty: 106896.671875
Iteration 327Q: 34 clusters Score -8.720645e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23495 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 23274 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 7 contains 35338 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21593 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18926 members 
Mstep: Class 13 contains 23213 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 19711 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29345 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 36470 members 
Mstep: Class 22 contains 19856 members 
Mstep: Class 23 contains 19925 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19199 members 
Mstep: Class 27 contains 20028 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14225 members 
Mstep: Class 30 contains 19791 members 
Mstep: Class 31 contains 25104 members 
Mstep: Class 32 contains 16947 members 
Mstep: Class 33 contains 21390 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206144.000000 Penalty: 106896.671875
Iteration 328Q: 34 clusters Score -8.720614e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23402 members 
Mstep: Class 3 contains 7737 members 
Mstep: Class 4 contains 23331 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 7 contains 35317 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18908 members 
Mstep: Class 13 contains 23195 members 
Mstep: Class 14 contains 10311 members 
Mstep: Class 15 contains 19702 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 29398 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27051 members 
Mstep: Class 21 contains 36449 members 
Mstep: Class 22 contains 19948 members 
Mstep: Class 23 contains 19950 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19193 members 
Mstep: Class 27 contains 19996 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14467 members 
Mstep: Class 30 contains 19798 members 
Mstep: Class 31 contains 25052 members 
Mstep: Class 32 contains 16770 members 
Mstep: Class 33 contains 21412 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206528.000000 Penalty: 106896.671875
Iteration 329Q: 34 clusters Score -8.720653e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23292 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21508 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18892 members 
Mstep: Class 13 contains 23164 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 29442 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 36439 members 
Mstep: Class 22 contains 20064 members 
Mstep: Class 23 contains 19932 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19156 members 
Mstep: Class 27 contains 19975 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14721 members 
Mstep: Class 30 contains 19817 members 
Mstep: Class 31 contains 25029 members 
Mstep: Class 32 contains 16644 members 
Mstep: Class 33 contains 21419 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206600.000000 Penalty: 106896.671875
Iteration 330Q: 34 clusters Score -8.72066e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23190 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23428 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 7 contains 35245 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21461 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18845 members 
Mstep: Class 13 contains 23139 members 
Mstep: Class 14 contains 10279 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 4280 members 
Mstep: Class 17 contains 29471 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27060 members 
Mstep: Class 21 contains 36438 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 19903 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19139 members 
Mstep: Class 27 contains 19975 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 14934 members 
Mstep: Class 30 contains 19862 members 
Mstep: Class 31 contains 24998 members 
Mstep: Class 32 contains 16550 members 
Mstep: Class 33 contains 21440 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206656.000000 Penalty: 106896.671875
Iteration 331Q: 34 clusters Score -8.720666e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23070 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23473 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 7 contains 35234 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21413 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18786 members 
Mstep: Class 13 contains 23112 members 
Mstep: Class 14 contains 10259 members 
Mstep: Class 15 contains 19650 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 17 contains 29494 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27064 members 
Mstep: Class 21 contains 36432 members 
Mstep: Class 22 contains 20272 members 
Mstep: Class 23 contains 19884 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19127 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 15114 members 
Mstep: Class 30 contains 19934 members 
Mstep: Class 31 contains 24980 members 
Mstep: Class 32 contains 16495 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206744.000000 Penalty: 106896.671875
Iteration 332Q: 34 clusters Score -8.720674e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22982 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 23516 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 7 contains 35223 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18741 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 19619 members 
Mstep: Class 16 contains 4277 members 
Mstep: Class 17 contains 29504 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27075 members 
Mstep: Class 21 contains 36413 members 
Mstep: Class 22 contains 20377 members 
Mstep: Class 23 contains 19925 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19105 members 
Mstep: Class 27 contains 19930 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 15300 members 
Mstep: Class 30 contains 19974 members 
Mstep: Class 31 contains 24971 members 
Mstep: Class 32 contains 16424 members 
Mstep: Class 33 contains 21413 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206568.000000 Penalty: 106896.671875
Iteration 333Q: 34 clusters Score -8.720657e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22934 members 
Mstep: Class 3 contains 7728 members 
Mstep: Class 4 contains 23534 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 7 contains 35213 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21387 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18707 members 
Mstep: Class 13 contains 23086 members 
Mstep: Class 14 contains 10214 members 
Mstep: Class 15 contains 19609 members 
Mstep: Class 16 contains 4278 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27081 members 
Mstep: Class 21 contains 36395 members 
Mstep: Class 22 contains 20446 members 
Mstep: Class 23 contains 19978 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 19892 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 15481 members 
Mstep: Class 30 contains 19995 members 
Mstep: Class 31 contains 24956 members 
Mstep: Class 32 contains 16367 members 
Mstep: Class 33 contains 21348 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206688.000000 Penalty: 106896.671875
Iteration 334Q: 34 clusters Score -8.720669e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22872 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23578 members 
Mstep: Class 5 contains 5186 members 
Mstep: Class 7 contains 35202 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21367 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18677 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 4281 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 36389 members 
Mstep: Class 22 contains 20530 members 
Mstep: Class 23 contains 20046 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19060 members 
Mstep: Class 27 contains 19867 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 15670 members 
Mstep: Class 30 contains 19987 members 
Mstep: Class 31 contains 24911 members 
Mstep: Class 32 contains 16289 members 
Mstep: Class 33 contains 21288 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87206720.000000 Penalty: 106896.671875
Iteration 335Q: 34 clusters Score -8.720672e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22820 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23608 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 7 contains 35170 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18626 members 
Mstep: Class 13 contains 23068 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 19616 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 29527 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27100 members 
Mstep: Class 21 contains 36387 members 
Mstep: Class 22 contains 20661 members 
Mstep: Class 23 contains 20120 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19043 members 
Mstep: Class 27 contains 19833 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 15854 members 
Mstep: Class 30 contains 19924 members 
Mstep: Class 31 contains 24895 members 
Mstep: Class 32 contains 16194 members 
Mstep: Class 33 contains 21255 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207096.000000 Penalty: 106896.671875
Iteration 336Q: 34 clusters Score -8.72071e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22753 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 23631 members 
Mstep: Class 5 contains 5184 members 
Mstep: Class 7 contains 35136 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21330 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18575 members 
Mstep: Class 13 contains 23061 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 19637 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27105 members 
Mstep: Class 21 contains 36383 members 
Mstep: Class 22 contains 20799 members 
Mstep: Class 23 contains 20110 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19048 members 
Mstep: Class 27 contains 19812 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16033 members 
Mstep: Class 30 contains 19891 members 
Mstep: Class 31 contains 24865 members 
Mstep: Class 32 contains 16081 members 
Mstep: Class 33 contains 21257 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207112.000000 Penalty: 106896.671875
Iteration 337Q: 34 clusters Score -8.720711e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22684 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23683 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18531 members 
Mstep: Class 13 contains 23049 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 19663 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 29538 members 
Mstep: Class 18 contains 543 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27107 members 
Mstep: Class 21 contains 36390 members 
Mstep: Class 22 contains 20924 members 
Mstep: Class 23 contains 20058 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19042 members 
Mstep: Class 27 contains 19779 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16215 members 
Mstep: Class 30 contains 19888 members 
Mstep: Class 31 contains 24818 members 
Mstep: Class 32 contains 15986 members 
Mstep: Class 33 contains 21260 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207152.000000 Penalty: 106896.671875
Iteration 338Q: 34 clusters Score -8.720715e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22635 members 
Mstep: Class 3 contains 7728 members 
Mstep: Class 4 contains 23729 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 7 contains 35114 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21328 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18496 members 
Mstep: Class 13 contains 23020 members 
Mstep: Class 14 contains 10124 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27114 members 
Mstep: Class 21 contains 36394 members 
Mstep: Class 22 contains 20997 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19030 members 
Mstep: Class 27 contains 19754 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16411 members 
Mstep: Class 30 contains 19882 members 
Mstep: Class 31 contains 24806 members 
Mstep: Class 32 contains 15936 members 
Mstep: Class 33 contains 21250 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207584.000000 Penalty: 106896.671875
Iteration 339Q: 34 clusters Score -8.720758e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22578 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23748 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 35103 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21315 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18479 members 
Mstep: Class 13 contains 22997 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 29554 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27116 members 
Mstep: Class 21 contains 36395 members 
Mstep: Class 22 contains 21072 members 
Mstep: Class 23 contains 19931 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19022 members 
Mstep: Class 27 contains 19743 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16598 members 
Mstep: Class 30 contains 19885 members 
Mstep: Class 31 contains 24780 members 
Mstep: Class 32 contains 15847 members 
Mstep: Class 33 contains 21244 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207544.000000 Penalty: 106896.671875
Iteration 340F: 34 clusters Score -8.720754e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22531 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 23751 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 7 contains 35107 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21300 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18477 members 
Mstep: Class 13 contains 22983 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 19704 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 29563 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27112 members 
Mstep: Class 21 contains 36397 members 
Mstep: Class 22 contains 21148 members 
Mstep: Class 23 contains 19884 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19016 members 
Mstep: Class 27 contains 19727 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16771 members 
Mstep: Class 30 contains 19904 members 
Mstep: Class 31 contains 24731 members 
Mstep: Class 32 contains 15754 members 
Mstep: Class 33 contains 21253 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207528.000000 Penalty: 106896.671875
Iteration 341Q: 34 clusters Score -8.720753e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22486 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 23784 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 35102 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21278 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 13 contains 22973 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 19711 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 29562 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27117 members 
Mstep: Class 21 contains 36397 members 
Mstep: Class 22 contains 21202 members 
Mstep: Class 23 contains 19837 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19025 members 
Mstep: Class 27 contains 19721 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16940 members 
Mstep: Class 30 contains 19941 members 
Mstep: Class 31 contains 24692 members 
Mstep: Class 32 contains 15665 members 
Mstep: Class 33 contains 21235 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207960.000000 Penalty: 106896.671875
Iteration 342Q: 34 clusters Score -8.720796e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 22455 members 
Mstep: Class 3 contains 7728 members 
Mstep: Class 4 contains 23806 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 7 contains 35087 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18450 members 
Mstep: Class 13 contains 22963 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29544 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27119 members 
Mstep: Class 21 contains 36393 members 
Mstep: Class 22 contains 21263 members 
Mstep: Class 23 contains 19797 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19009 members 
Mstep: Class 27 contains 19699 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17122 members 
Mstep: Class 30 contains 19985 members 
Mstep: Class 31 contains 24646 members 
Mstep: Class 32 contains 15580 members 
Mstep: Class 33 contains 21202 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207992.000000 Penalty: 106896.671875
Iteration 343Q: 34 clusters Score -8.720799e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22445 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 23805 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21325 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18458 members 
Mstep: Class 13 contains 22957 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29535 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27118 members 
Mstep: Class 21 contains 36389 members 
Mstep: Class 22 contains 21294 members 
Mstep: Class 23 contains 19797 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18990 members 
Mstep: Class 27 contains 19675 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17248 members 
Mstep: Class 30 contains 20047 members 
Mstep: Class 31 contains 24611 members 
Mstep: Class 32 contains 15506 members 
Mstep: Class 33 contains 21159 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207896.000000 Penalty: 106896.671875
Iteration 344Q: 34 clusters Score -8.72079e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 22406 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 23815 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 7 contains 35049 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21393 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18451 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 19735 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29533 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27122 members 
Mstep: Class 21 contains 36380 members 
Mstep: Class 22 contains 21305 members 
Mstep: Class 23 contains 19837 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18981 members 
Mstep: Class 27 contains 19660 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17350 members 
Mstep: Class 30 contains 20075 members 
Mstep: Class 31 contains 24561 members 
Mstep: Class 32 contains 15436 members 
Mstep: Class 33 contains 21115 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207960.000000 Penalty: 106896.671875
Iteration 345Q: 34 clusters Score -8.720796e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22384 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 23832 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 35021 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18440 members 
Mstep: Class 13 contains 22946 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 29541 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27116 members 
Mstep: Class 21 contains 36367 members 
Mstep: Class 22 contains 21315 members 
Mstep: Class 23 contains 19882 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 19640 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17464 members 
Mstep: Class 30 contains 20040 members 
Mstep: Class 31 contains 24539 members 
Mstep: Class 32 contains 15366 members 
Mstep: Class 33 contains 21083 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207968.000000 Penalty: 106896.671875
Iteration 346Q: 34 clusters Score -8.720797e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22345 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 23837 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 35005 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21515 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18430 members 
Mstep: Class 13 contains 22954 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 29537 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27120 members 
Mstep: Class 21 contains 36342 members 
Mstep: Class 22 contains 21339 members 
Mstep: Class 23 contains 19890 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18973 members 
Mstep: Class 27 contains 19621 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17625 members 
Mstep: Class 30 contains 20006 members 
Mstep: Class 31 contains 24498 members 
Mstep: Class 32 contains 15311 members 
Mstep: Class 33 contains 21060 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208048.000000 Penalty: 106896.671875
Iteration 347Q: 34 clusters Score -8.720805e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22327 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 23837 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34984 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18426 members 
Mstep: Class 13 contains 22951 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27121 members 
Mstep: Class 21 contains 36331 members 
Mstep: Class 22 contains 21334 members 
Mstep: Class 23 contains 19907 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18971 members 
Mstep: Class 27 contains 19592 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17773 members 
Mstep: Class 30 contains 20004 members 
Mstep: Class 31 contains 24483 members 
Mstep: Class 32 contains 15191 members 
Mstep: Class 33 contains 21047 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208064.000000 Penalty: 106896.671875
Iteration 348Q: 34 clusters Score -8.720806e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22288 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 23850 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 7 contains 34985 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21584 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18418 members 
Mstep: Class 13 contains 22932 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 19779 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29528 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27121 members 
Mstep: Class 21 contains 36326 members 
Mstep: Class 22 contains 21342 members 
Mstep: Class 23 contains 19920 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18978 members 
Mstep: Class 27 contains 19598 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17932 members 
Mstep: Class 30 contains 19996 members 
Mstep: Class 31 contains 24487 members 
Mstep: Class 32 contains 15040 members 
Mstep: Class 33 contains 21054 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208240.000000 Penalty: 106896.671875
Iteration 349Q: 34 clusters Score -8.720824e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22278 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23862 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 7 contains 34969 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21606 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18418 members 
Mstep: Class 13 contains 22918 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 19783 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27122 members 
Mstep: Class 21 contains 36306 members 
Mstep: Class 22 contains 21342 members 
Mstep: Class 23 contains 19875 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18980 members 
Mstep: Class 27 contains 19597 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18105 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 24480 members 
Mstep: Class 32 contains 14955 members 
Mstep: Class 33 contains 21056 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208600.000000 Penalty: 106896.671875
Iteration 350Q: 34 clusters Score -8.72086e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22246 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23888 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 7 contains 34951 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21627 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18416 members 
Mstep: Class 13 contains 22903 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 4291 members 
Mstep: Class 17 contains 29496 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27136 members 
Mstep: Class 21 contains 36298 members 
Mstep: Class 22 contains 21349 members 
Mstep: Class 23 contains 19689 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18967 members 
Mstep: Class 27 contains 19593 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18347 members 
Mstep: Class 30 contains 20014 members 
Mstep: Class 31 contains 24471 members 
Mstep: Class 32 contains 14937 members 
Mstep: Class 33 contains 21052 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87208864.000000 Penalty: 106896.671875
Iteration 351Q: 34 clusters Score -8.720886e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22235 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23901 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34931 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21633 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18414 members 
Mstep: Class 13 contains 22875 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 29480 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27144 members 
Mstep: Class 21 contains 36293 members 
Mstep: Class 22 contains 21376 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18955 members 
Mstep: Class 27 contains 19598 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18543 members 
Mstep: Class 30 contains 20081 members 
Mstep: Class 31 contains 24457 members 
Mstep: Class 32 contains 14989 members 
Mstep: Class 33 contains 21030 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209152.000000 Penalty: 106896.671875
Iteration 352Q: 34 clusters Score -8.720915e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22202 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 23914 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34930 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21663 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18415 members 
Mstep: Class 13 contains 22849 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 29460 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27144 members 
Mstep: Class 21 contains 36295 members 
Mstep: Class 22 contains 21406 members 
Mstep: Class 23 contains 19270 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18968 members 
Mstep: Class 27 contains 19594 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18656 members 
Mstep: Class 30 contains 20197 members 
Mstep: Class 31 contains 24423 members 
Mstep: Class 32 contains 15032 members 
Mstep: Class 33 contains 20979 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209568.000000 Penalty: 106896.671875
Iteration 353Q: 34 clusters Score -8.720957e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22179 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 23912 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34919 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21688 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27143 members 
Mstep: Class 21 contains 36289 members 
Mstep: Class 22 contains 21426 members 
Mstep: Class 23 contains 19196 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18965 members 
Mstep: Class 27 contains 19584 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18701 members 
Mstep: Class 30 contains 20304 members 
Mstep: Class 31 contains 24393 members 
Mstep: Class 32 contains 15090 members 
Mstep: Class 33 contains 20899 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209472.000000 Penalty: 106896.671875
Iteration 354Q: 34 clusters Score -8.720947e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 22150 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 23919 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34902 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21687 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18394 members 
Mstep: Class 13 contains 22821 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 29414 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27153 members 
Mstep: Class 21 contains 36280 members 
Mstep: Class 22 contains 21444 members 
Mstep: Class 23 contains 19144 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18943 members 
Mstep: Class 27 contains 19592 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18755 members 
Mstep: Class 30 contains 20357 members 
Mstep: Class 31 contains 24401 members 
Mstep: Class 32 contains 15183 members 
Mstep: Class 33 contains 20817 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209224.000000 Penalty: 106896.671875
Iteration 355Q: 34 clusters Score -8.720922e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22132 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 23951 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34877 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21684 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 22801 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 29403 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27160 members 
Mstep: Class 21 contains 36271 members 
Mstep: Class 22 contains 21454 members 
Mstep: Class 23 contains 19088 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18919 members 
Mstep: Class 27 contains 19599 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18727 members 
Mstep: Class 30 contains 20422 members 
Mstep: Class 31 contains 24404 members 
Mstep: Class 32 contains 15320 members 
Mstep: Class 33 contains 20748 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209056.000000 Penalty: 106896.671875
Iteration 356Q: 34 clusters Score -8.720906e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22119 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 23983 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 7 contains 34846 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21711 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 22771 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 29395 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27164 members 
Mstep: Class 21 contains 36265 members 
Mstep: Class 22 contains 21468 members 
Mstep: Class 23 contains 19091 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18920 members 
Mstep: Class 27 contains 19610 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18656 members 
Mstep: Class 30 contains 20503 members 
Mstep: Class 31 contains 24379 members 
Mstep: Class 32 contains 15434 members 
Mstep: Class 33 contains 20639 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209304.000000 Penalty: 106896.671875
Iteration 357Q: 34 clusters Score -8.72093e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22113 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24015 members 
Mstep: Class 5 contains 5180 members 
Mstep: Class 7 contains 34800 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 22761 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 19870 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 29395 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 36268 members 
Mstep: Class 22 contains 21466 members 
Mstep: Class 23 contains 19134 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18925 members 
Mstep: Class 27 contains 19624 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18565 members 
Mstep: Class 30 contains 20558 members 
Mstep: Class 31 contains 24355 members 
Mstep: Class 32 contains 15542 members 
Mstep: Class 33 contains 20538 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209472.000000 Penalty: 106896.671875
Iteration 358Q: 34 clusters Score -8.720947e+07 nChanged 1097
Entering ConstructFrom: 
Score: -87209472.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Entering Unmasked Estep 
Score: -458600.750000 Penalty: 1952.652222
	Iteration 0F: 2 clusters Score -458600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -455621.500000 Penalty: 3905.304443
	Iteration 0F: 3 clusters Score -455621.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -456298.000000 Penalty: 3905.304443
	Iteration 1F: 3 clusters Score -456298 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -456580.687500 Penalty: 3905.304443
	Iteration 2F: 3 clusters Score -456580.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -456830.343750 Penalty: 3905.304443
	Iteration 3F: 3 clusters Score -456830.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -457089.375000 Penalty: 3905.304443
	Iteration 4F: 3 clusters Score -457089.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -457410.656250 Penalty: 3905.304443
	Iteration 5F: 3 clusters Score -457410.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -457761.250000 Penalty: 3905.304443
	Iteration 6F: 3 clusters Score -457761.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -458032.250000 Penalty: 3905.304443
	Iteration 7F: 3 clusters Score -458032.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -458173.718750 Penalty: 3905.304443
	Iteration 8F: 3 clusters Score -458173.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -458274.406250 Penalty: 3905.304443
	Iteration 9Q: 3 clusters Score -458274.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -458336.593750 Penalty: 3905.304443
	Iteration 10Q: 3 clusters Score -458336.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -458360.656250 Penalty: 3905.304443
	Iteration 11Q: 3 clusters Score -458360.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -458372.875000 Penalty: 3905.304443
	Iteration 12Q: 3 clusters Score -458372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -458379.968750 Penalty: 3905.304443
	Iteration 13Q: 3 clusters Score -458380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -458383.375000 Penalty: 3905.304443
	Iteration 14Q: 3 clusters Score -458383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -458385.656250 Penalty: 3905.304443
	Iteration 15Q: 3 clusters Score -458385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -458386.312500 Penalty: 3905.304443
	Iteration 16Q: 3 clusters Score -458386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -458387.218750 Penalty: 3905.304443
	Iteration 17Q: 3 clusters Score -458387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -458389.281250 Penalty: 3905.304443
	Iteration 18Q: 3 clusters Score -458389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -458390.937500 Penalty: 3905.304443
	Iteration 19Q: 3 clusters Score -458390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -458391.156250 Penalty: 3905.304443
	Iteration 20F: 3 clusters Score -458391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -458391.156250 Penalty: 3905.304443
	Iteration 21Q: 3 clusters Score -458391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -458391.156250 Penalty: 3905.304443
	Iteration 22F: 3 clusters Score -458391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -4124608.750000 Penalty: 2480.781738
	Iteration 0F: 2 clusters Score -4124609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4110713.750000 Penalty: 4961.563477
	Iteration 0F: 3 clusters Score -4110714 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4115858.500000 Penalty: 4961.563477
	Iteration 1F: 3 clusters Score -4115858 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4116195.250000 Penalty: 4961.563477
	Iteration 2Q: 3 clusters Score -4116195 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4116497.000000 Penalty: 4961.563477
	Iteration 3Q: 3 clusters Score -4116497 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4116776.500000 Penalty: 4961.563477
	Iteration 4Q: 3 clusters Score -4116776 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4116982.500000 Penalty: 4961.563477
	Iteration 5Q: 3 clusters Score -4116982 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4117200.000000 Penalty: 4961.563477
	Iteration 6Q: 3 clusters Score -4117200 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4117382.500000 Penalty: 4961.563477
	Iteration 7Q: 3 clusters Score -4117382 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4117577.500000 Penalty: 4961.563477
	Iteration 8Q: 3 clusters Score -4117578 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4117789.750000 Penalty: 4961.563477
	Iteration 9Q: 3 clusters Score -4117790 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4118092.000000 Penalty: 4961.563477
	Iteration 10Q: 3 clusters Score -4118092 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4118596.250000 Penalty: 4961.563477
	Iteration 11Q: 3 clusters Score -4118596 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4119245.250000 Penalty: 4961.563477
	Iteration 12Q: 3 clusters Score -4119245 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4120038.000000 Penalty: 4961.563477
	Iteration 13F: 3 clusters Score -4120038 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4120860.000000 Penalty: 4961.563477
	Iteration 14Q: 3 clusters Score -4120860 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4121510.500000 Penalty: 4961.563477
	Iteration 15Q: 3 clusters Score -4121510 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4121925.250000 Penalty: 4961.563477
	Iteration 16Q: 3 clusters Score -4121925 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4122175.500000 Penalty: 4961.563477
	Iteration 17Q: 3 clusters Score -4122176 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4122347.500000 Penalty: 4961.563477
	Iteration 18Q: 3 clusters Score -4122348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4122474.750000 Penalty: 4961.563477
	Iteration 19Q: 3 clusters Score -4122475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4122524.250000 Penalty: 4961.563477
	Iteration 20F: 3 clusters Score -4122524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4122578.500000 Penalty: 4961.563477
	Iteration 21Q: 3 clusters Score -4122578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4122607.250000 Penalty: 4961.563477
	Iteration 22Q: 3 clusters Score -4122607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4122638.000000 Penalty: 4961.563477
	Iteration 23Q: 3 clusters Score -4122638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4122645.000000 Penalty: 4961.563477
	Iteration 24Q: 3 clusters Score -4122645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4122650.500000 Penalty: 4961.563477
	Iteration 25Q: 3 clusters Score -4122650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4122665.000000 Penalty: 4961.563477
	Iteration 26Q: 3 clusters Score -4122665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4122671.750000 Penalty: 4961.563477
	Iteration 27Q: 3 clusters Score -4122672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4122677.250000 Penalty: 4961.563477
	Iteration 28Q: 3 clusters Score -4122677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4122686.000000 Penalty: 4961.563477
	Iteration 29Q: 3 clusters Score -4122686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4122689.500000 Penalty: 4961.563477
	Iteration 30Q: 3 clusters Score -4122690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4122690.750000 Penalty: 4961.563477
	Iteration 31Q: 3 clusters Score -4122691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4122691.500000 Penalty: 4961.563477
	Iteration 32Q: 3 clusters Score -4122692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4122688.000000 Penalty: 4961.563477
	Iteration 33Q: 3 clusters Score -4122688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4122688.000000 Penalty: 4961.563477
	Iteration 34F: 3 clusters Score -4122688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -1399829.000000 Penalty: 2220.149902
	Iteration 0F: 2 clusters Score -1399829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1393605.750000 Penalty: 4440.299805
	Iteration 0F: 3 clusters Score -1393606 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1395440.875000 Penalty: 4440.299805
	Iteration 1F: 3 clusters Score -1395441 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1395943.250000 Penalty: 4440.299805
	Iteration 2F: 3 clusters Score -1395943 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1396343.375000 Penalty: 4440.299805
	Iteration 3F: 3 clusters Score -1396343 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1396652.750000 Penalty: 4440.299805
	Iteration 4F: 3 clusters Score -1396653 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1396889.375000 Penalty: 4440.299805
	Iteration 5Q: 3 clusters Score -1396889 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1397036.375000 Penalty: 4440.299805
	Iteration 6Q: 3 clusters Score -1397036 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1397132.625000 Penalty: 4440.299805
	Iteration 7Q: 3 clusters Score -1397133 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1397217.000000 Penalty: 4440.299805
	Iteration 8Q: 3 clusters Score -1397217 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1397292.875000 Penalty: 4440.299805
	Iteration 9Q: 3 clusters Score -1397293 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1397354.500000 Penalty: 4440.299805
	Iteration 10Q: 3 clusters Score -1397354 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1397420.375000 Penalty: 4440.299805
	Iteration 11Q: 3 clusters Score -1397420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1397499.625000 Penalty: 4440.299805
	Iteration 12Q: 3 clusters Score -1397500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1397592.500000 Penalty: 4440.299805
	Iteration 13Q: 3 clusters Score -1397592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1397712.500000 Penalty: 4440.299805
	Iteration 14Q: 3 clusters Score -1397712 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1397856.250000 Penalty: 4440.299805
	Iteration 15Q: 3 clusters Score -1397856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1398007.125000 Penalty: 4440.299805
	Iteration 16Q: 3 clusters Score -1398007 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1398177.375000 Penalty: 4440.299805
	Iteration 17Q: 3 clusters Score -1398177 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1398381.000000 Penalty: 4440.299805
	Iteration 18Q: 3 clusters Score -1398381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1398533.125000 Penalty: 4440.299805
	Iteration 19Q: 3 clusters Score -1398533 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1398700.125000 Penalty: 4440.299805
	Iteration 20F: 3 clusters Score -1398700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1398830.375000 Penalty: 4440.299805
	Iteration 21Q: 3 clusters Score -1398830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1398919.000000 Penalty: 4440.299805
	Iteration 22Q: 3 clusters Score -1398919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1398969.125000 Penalty: 4440.299805
	Iteration 23Q: 3 clusters Score -1398969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1399003.875000 Penalty: 4440.299805
	Iteration 24Q: 3 clusters Score -1399004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1399025.750000 Penalty: 4440.299805
	Iteration 25Q: 3 clusters Score -1399026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1399044.625000 Penalty: 4440.299805
	Iteration 26Q: 3 clusters Score -1399045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1399064.875000 Penalty: 4440.299805
	Iteration 27Q: 3 clusters Score -1399065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1399075.500000 Penalty: 4440.299805
	Iteration 28Q: 3 clusters Score -1399076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1399089.125000 Penalty: 4440.299805
	Iteration 29Q: 3 clusters Score -1399089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1399102.625000 Penalty: 4440.299805
	Iteration 30Q: 3 clusters Score -1399103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1399108.875000 Penalty: 4440.299805
	Iteration 31Q: 3 clusters Score -1399109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1399112.250000 Penalty: 4440.299805
	Iteration 32Q: 3 clusters Score -1399112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1399116.625000 Penalty: 4440.299805
	Iteration 33Q: 3 clusters Score -1399117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1399118.500000 Penalty: 4440.299805
	Iteration 34Q: 3 clusters Score -1399118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1399116.000000 Penalty: 4440.299805
	Iteration 35Q: 3 clusters Score -1399116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1399116.125000 Penalty: 4440.299805
	Iteration 36Q: 3 clusters Score -1399116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1399117.500000 Penalty: 4440.299805
	Iteration 37Q: 3 clusters Score -1399118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1399117.625000 Penalty: 4440.299805
	Iteration 38Q: 3 clusters Score -1399118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1399118.125000 Penalty: 4440.299805
	Iteration 39Q: 3 clusters Score -1399118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1399118.500000 Penalty: 4440.299805
	Iteration 40F: 3 clusters Score -1399118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1399119.375000 Penalty: 4440.299805
	Iteration 41Q: 3 clusters Score -1399119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1399121.000000 Penalty: 4440.299805
	Iteration 42Q: 3 clusters Score -1399121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1399121.000000 Penalty: 4440.299805
	Iteration 43F: 3 clusters Score -1399121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -4469422.500000 Penalty: 2501.445801
	Iteration 0F: 2 clusters Score -4469422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4454362.000000 Penalty: 5002.891602
	Iteration 0F: 3 clusters Score -4454362 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4460023.500000 Penalty: 5002.891602
	Iteration 1F: 3 clusters Score -4460024 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4460520.000000 Penalty: 5002.891602
	Iteration 2F: 3 clusters Score -4460520 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4461035.000000 Penalty: 5002.891602
	Iteration 3Q: 3 clusters Score -4461035 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4461491.000000 Penalty: 5002.891602
	Iteration 4Q: 3 clusters Score -4461491 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4461922.500000 Penalty: 5002.891602
	Iteration 5Q: 3 clusters Score -4461922 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4462391.500000 Penalty: 5002.891602
	Iteration 6Q: 3 clusters Score -4462392 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4462928.500000 Penalty: 5002.891602
	Iteration 7Q: 3 clusters Score -4462928 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4463471.500000 Penalty: 5002.891602
	Iteration 8Q: 3 clusters Score -4463472 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4464006.500000 Penalty: 5002.891602
	Iteration 9Q: 3 clusters Score -4464006 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4464537.500000 Penalty: 5002.891602
	Iteration 10Q: 3 clusters Score -4464538 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4465087.000000 Penalty: 5002.891602
	Iteration 11Q: 3 clusters Score -4465087 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4465529.500000 Penalty: 5002.891602
	Iteration 12Q: 3 clusters Score -4465530 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4465878.500000 Penalty: 5002.891602
	Iteration 13Q: 3 clusters Score -4465878 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4466078.500000 Penalty: 5002.891602
	Iteration 14Q: 3 clusters Score -4466078 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4466226.500000 Penalty: 5002.891602
	Iteration 15Q: 3 clusters Score -4466226 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4466282.000000 Penalty: 5002.891602
	Iteration 16Q: 3 clusters Score -4466282 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4466334.000000 Penalty: 5002.891602
	Iteration 17Q: 3 clusters Score -4466334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4466344.500000 Penalty: 5002.891602
	Iteration 18Q: 3 clusters Score -4466344 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -4466375.500000 Penalty: 5002.891602
	Iteration 19Q: 3 clusters Score -4466376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4466379.500000 Penalty: 5002.891602
	Iteration 20F: 3 clusters Score -4466380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4466394.000000 Penalty: 5002.891602
	Iteration 21Q: 3 clusters Score -4466394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4466393.000000 Penalty: 5002.891602
	Iteration 22Q: 3 clusters Score -4466393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4466400.500000 Penalty: 5002.891602
	Iteration 23Q: 3 clusters Score -4466400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -4466400.000000 Penalty: 5002.891602
	Iteration 24Q: 3 clusters Score -4466400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4466404.500000 Penalty: 5002.891602
	Iteration 25Q: 3 clusters Score -4466404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4466410.500000 Penalty: 5002.891602
	Iteration 26Q: 3 clusters Score -4466410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4466415.500000 Penalty: 5002.891602
	Iteration 27Q: 3 clusters Score -4466416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4466417.000000 Penalty: 5002.891602
	Iteration 28Q: 3 clusters Score -4466417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4466428.500000 Penalty: 5002.891602
	Iteration 29Q: 3 clusters Score -4466428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4466427.500000 Penalty: 5002.891602
	Iteration 30Q: 3 clusters Score -4466428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4466436.000000 Penalty: 5002.891602
	Iteration 31Q: 3 clusters Score -4466436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4466439.500000 Penalty: 5002.891602
	Iteration 32Q: 3 clusters Score -4466440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4466453.500000 Penalty: 5002.891602
	Iteration 33Q: 3 clusters Score -4466454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4466469.000000 Penalty: 5002.891602
	Iteration 34Q: 3 clusters Score -4466469 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4466489.500000 Penalty: 5002.891602
	Iteration 35Q: 3 clusters Score -4466490 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4466498.000000 Penalty: 5002.891602
	Iteration 36Q: 3 clusters Score -4466498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4466511.000000 Penalty: 5002.891602
	Iteration 37Q: 3 clusters Score -4466511 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -4466530.500000 Penalty: 5002.891602
	Iteration 38Q: 3 clusters Score -4466530 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4466537.000000 Penalty: 5002.891602
	Iteration 39Q: 3 clusters Score -4466537 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4466557.000000 Penalty: 5002.891602
	Iteration 40F: 3 clusters Score -4466557 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4466558.000000 Penalty: 5002.891602
	Iteration 41Q: 3 clusters Score -4466558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -4466577.000000 Penalty: 5002.891602
	Iteration 42Q: 3 clusters Score -4466577 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4466596.000000 Penalty: 5002.891602
	Iteration 43Q: 3 clusters Score -4466596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4466593.000000 Penalty: 5002.891602
	Iteration 44Q: 3 clusters Score -4466593 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4466614.500000 Penalty: 5002.891602
	Iteration 45Q: 3 clusters Score -4466614 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4466620.000000 Penalty: 5002.891602
	Iteration 46Q: 3 clusters Score -4466620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4466641.500000 Penalty: 5002.891602
	Iteration 47Q: 3 clusters Score -4466642 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4466674.500000 Penalty: 5002.891602
	Iteration 48Q: 3 clusters Score -4466674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4466696.000000 Penalty: 5002.891602
	Iteration 49Q: 3 clusters Score -4466696 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -4466710.000000 Penalty: 5002.891602
	Iteration 50Q: 3 clusters Score -4466710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4466734.000000 Penalty: 5002.891602
	Iteration 51Q: 3 clusters Score -4466734 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4466769.500000 Penalty: 5002.891602
	Iteration 52Q: 3 clusters Score -4466770 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4466816.000000 Penalty: 5002.891602
	Iteration 53Q: 3 clusters Score -4466816 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4466848.000000 Penalty: 5002.891602
	Iteration 54Q: 3 clusters Score -4466848 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4466901.500000 Penalty: 5002.891602
	Iteration 55Q: 3 clusters Score -4466902 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4466928.000000 Penalty: 5002.891602
	Iteration 56Q: 3 clusters Score -4466928 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4466982.000000 Penalty: 5002.891602
	Iteration 57Q: 3 clusters Score -4466982 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -4467051.500000 Penalty: 5002.891602
	Iteration 58Q: 3 clusters Score -4467052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4467130.500000 Penalty: 5002.891602
	Iteration 59Q: 3 clusters Score -4467130 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4467249.500000 Penalty: 5002.891602
	Iteration 60F: 3 clusters Score -4467250 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4467362.000000 Penalty: 5002.891602
	Iteration 61Q: 3 clusters Score -4467362 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -4467504.500000 Penalty: 5002.891602
	Iteration 62Q: 3 clusters Score -4467504 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4467643.500000 Penalty: 5002.891602
	Iteration 63Q: 3 clusters Score -4467644 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4467782.500000 Penalty: 5002.891602
	Iteration 64Q: 3 clusters Score -4467782 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4467878.500000 Penalty: 5002.891602
	Iteration 65Q: 3 clusters Score -4467878 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4467950.500000 Penalty: 5002.891602
	Iteration 66Q: 3 clusters Score -4467950 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4468042.500000 Penalty: 5002.891602
	Iteration 67Q: 3 clusters Score -4468042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4468074.500000 Penalty: 5002.891602
	Iteration 68Q: 3 clusters Score -4468074 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4468088.000000 Penalty: 5002.891602
	Iteration 69Q: 3 clusters Score -4468088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4468125.500000 Penalty: 5002.891602
	Iteration 70Q: 3 clusters Score -4468126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4468139.500000 Penalty: 5002.891602
	Iteration 71Q: 3 clusters Score -4468140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4468144.000000 Penalty: 5002.891602
	Iteration 72Q: 3 clusters Score -4468144 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4468146.000000 Penalty: 5002.891602
	Iteration 73Q: 3 clusters Score -4468146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4468149.500000 Penalty: 5002.891602
	Iteration 74Q: 3 clusters Score -4468150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4468155.500000 Penalty: 5002.891602
	Iteration 75Q: 3 clusters Score -4468156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4468172.500000 Penalty: 5002.891602
	Iteration 76Q: 3 clusters Score -4468172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4468170.000000 Penalty: 5002.891602
	Iteration 77Q: 3 clusters Score -4468170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -4468167.500000 Penalty: 5002.891602
	Iteration 78Q: 3 clusters Score -4468168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4468159.500000 Penalty: 5002.891602
	Iteration 79Q: 3 clusters Score -4468160 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4468164.500000 Penalty: 5002.891602
	Iteration 80F: 3 clusters Score -4468164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4468170.500000 Penalty: 5002.891602
	Iteration 81Q: 3 clusters Score -4468170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4468167.500000 Penalty: 5002.891602
	Iteration 82Q: 3 clusters Score -4468168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4468169.000000 Penalty: 5002.891602
	Iteration 83Q: 3 clusters Score -4468169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4468171.000000 Penalty: 5002.891602
	Iteration 84Q: 3 clusters Score -4468171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4468161.000000 Penalty: 5002.891602
	Iteration 85Q: 3 clusters Score -4468161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4468160.000000 Penalty: 5002.891602
	Iteration 86Q: 3 clusters Score -4468160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4468171.000000 Penalty: 5002.891602
	Iteration 87Q: 3 clusters Score -4468171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4468163.500000 Penalty: 5002.891602
	Iteration 88Q: 3 clusters Score -4468164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4468171.500000 Penalty: 5002.891602
	Iteration 89Q: 3 clusters Score -4468172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4468161.000000 Penalty: 5002.891602
	Iteration 90Q: 3 clusters Score -4468161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4468168.500000 Penalty: 5002.891602
	Iteration 91Q: 3 clusters Score -4468168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4468166.500000 Penalty: 5002.891602
	Iteration 92Q: 3 clusters Score -4468166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4468160.500000 Penalty: 5002.891602
	Iteration 93Q: 3 clusters Score -4468160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4468164.000000 Penalty: 5002.891602
	Iteration 94Q: 3 clusters Score -4468164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4468153.500000 Penalty: 5002.891602
	Iteration 95Q: 3 clusters Score -4468154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4468154.500000 Penalty: 5002.891602
	Iteration 96Q: 3 clusters Score -4468154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4468153.500000 Penalty: 5002.891602
	Iteration 97Q: 3 clusters Score -4468154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4468157.500000 Penalty: 5002.891602
	Iteration 98Q: 3 clusters Score -4468158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4468150.000000 Penalty: 5002.891602
	Iteration 99Q: 3 clusters Score -4468150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4468147.500000 Penalty: 5002.891602
	Iteration 100F: 3 clusters Score -4468148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4468157.000000 Penalty: 5002.891602
	Iteration 101Q: 3 clusters Score -4468157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4468154.500000 Penalty: 5002.891602
	Iteration 102Q: 3 clusters Score -4468154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4468154.500000 Penalty: 5002.891602
	Iteration 103Q: 3 clusters Score -4468154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4468151.500000 Penalty: 5002.891602
	Iteration 104Q: 3 clusters Score -4468152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4468130.500000 Penalty: 5002.891602
	Iteration 105Q: 3 clusters Score -4468130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4468133.500000 Penalty: 5002.891602
	Iteration 106Q: 3 clusters Score -4468134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4468135.500000 Penalty: 5002.891602
	Iteration 107Q: 3 clusters Score -4468136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4468133.000000 Penalty: 5002.891602
	Iteration 108Q: 3 clusters Score -4468133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4468132.000000 Penalty: 5002.891602
	Iteration 109Q: 3 clusters Score -4468132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4468129.500000 Penalty: 5002.891602
	Iteration 110Q: 3 clusters Score -4468130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4468127.500000 Penalty: 5002.891602
	Iteration 111Q: 3 clusters Score -4468128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4468118.500000 Penalty: 5002.891602
	Iteration 112Q: 3 clusters Score -4468118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4468114.500000 Penalty: 5002.891602
	Iteration 113Q: 3 clusters Score -4468114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4468115.000000 Penalty: 5002.891602
	Iteration 114Q: 3 clusters Score -4468115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4468108.500000 Penalty: 5002.891602
	Iteration 115Q: 3 clusters Score -4468108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4468112.500000 Penalty: 5002.891602
	Iteration 116Q: 3 clusters Score -4468112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4468112.000000 Penalty: 5002.891602
	Iteration 117Q: 3 clusters Score -4468112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4468111.000000 Penalty: 5002.891602
	Iteration 118Q: 3 clusters Score -4468111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4468113.500000 Penalty: 5002.891602
	Iteration 119Q: 3 clusters Score -4468114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4468111.500000 Penalty: 5002.891602
	Iteration 120F: 3 clusters Score -4468112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4468107.000000 Penalty: 5002.891602
	Iteration 121Q: 3 clusters Score -4468107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4468108.500000 Penalty: 5002.891602
	Iteration 122Q: 3 clusters Score -4468108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4468107.000000 Penalty: 5002.891602
	Iteration 123Q: 3 clusters Score -4468107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4468108.500000 Penalty: 5002.891602
	Iteration 124Q: 3 clusters Score -4468108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4468112.500000 Penalty: 5002.891602
	Iteration 125Q: 3 clusters Score -4468112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4468109.000000 Penalty: 5002.891602
	Iteration 126Q: 3 clusters Score -4468109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4468111.000000 Penalty: 5002.891602
	Iteration 127Q: 3 clusters Score -4468111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4468110.500000 Penalty: 5002.891602
	Iteration 128Q: 3 clusters Score -4468110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4468102.500000 Penalty: 5002.891602
	Iteration 129Q: 3 clusters Score -4468102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4468101.500000 Penalty: 5002.891602
	Iteration 130Q: 3 clusters Score -4468102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4468101.500000 Penalty: 5002.891602
	Iteration 131F: 3 clusters Score -4468102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -900438.562500 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -900438.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -895778.875000 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -895778.9 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -896952.312500 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -896952.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -897240.562500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -897240.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -897461.437500 Penalty: 4242.165527
	Iteration 3F: 3 clusters Score -897461.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -897614.750000 Penalty: 4242.165527
	Iteration 4Q: 3 clusters Score -897614.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -897763.937500 Penalty: 4242.165527
	Iteration 5Q: 3 clusters Score -897763.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -897891.500000 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -897891.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -898003.187500 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -898003.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -898093.125000 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -898093.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -898156.250000 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -898156.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -898214.437500 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -898214.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -898264.875000 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -898264.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -898314.562500 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -898314.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -898361.250000 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -898361.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -898402.250000 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -898402.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -898430.437500 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -898430.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -898455.312500 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -898455.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -898468.687500 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -898468.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -898483.937500 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -898483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -898496.250000 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -898496.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -898510.187500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -898510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -898519.750000 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -898519.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -898528.812500 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -898528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -898541.312500 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -898541.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -898554.500000 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -898554.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -898565.500000 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -898565.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -898573.625000 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -898573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -898579.187500 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -898579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -898581.875000 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -898581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -898584.937500 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -898584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -898588.500000 Penalty: 4242.165527
	Iteration 30Q: 3 clusters Score -898588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -898590.687500 Penalty: 4242.165527
	Iteration 31Q: 3 clusters Score -898590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -898591.250000 Penalty: 4242.165527
	Iteration 32Q: 3 clusters Score -898591.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -898592.812500 Penalty: 4242.165527
	Iteration 33Q: 3 clusters Score -898592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -898595.562500 Penalty: 4242.165527
	Iteration 34Q: 3 clusters Score -898595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -898598.250000 Penalty: 4242.165527
	Iteration 35Q: 3 clusters Score -898598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -898598.812500 Penalty: 4242.165527
	Iteration 36Q: 3 clusters Score -898598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -898599.000000 Penalty: 4242.165527
	Iteration 37Q: 3 clusters Score -898599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -898598.437500 Penalty: 4242.165527
	Iteration 38Q: 3 clusters Score -898598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -898599.750000 Penalty: 4242.165527
	Iteration 39Q: 3 clusters Score -898599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -898598.625000 Penalty: 4242.165527
	Iteration 40F: 3 clusters Score -898598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -898598.625000 Penalty: 4242.165527
	Iteration 41Q: 3 clusters Score -898598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -898598.625000 Penalty: 4242.165527
	Iteration 42F: 3 clusters Score -898598.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Entering Unmasked Estep 
Score: -6213420.500000 Penalty: 2593.228760
	Iteration 0F: 2 clusters Score -6213420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -6189898.000000 Penalty: 5186.457520
	Iteration 0F: 3 clusters Score -6189898 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -6198512.000000 Penalty: 5186.457520
	Iteration 1F: 3 clusters Score -6198512 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6199005.500000 Penalty: 5186.457520
	Iteration 2Q: 3 clusters Score -6199006 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6199394.500000 Penalty: 5186.457520
	Iteration 3Q: 3 clusters Score -6199394 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6199804.000000 Penalty: 5186.457520
	Iteration 4Q: 3 clusters Score -6199804 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6200133.000000 Penalty: 5186.457520
	Iteration 5Q: 3 clusters Score -6200133 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6200450.000000 Penalty: 5186.457520
	Iteration 6Q: 3 clusters Score -6200450 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -6200813.000000 Penalty: 5186.457520
	Iteration 7Q: 3 clusters Score -6200813 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -6201144.000000 Penalty: 5186.457520
	Iteration 8Q: 3 clusters Score -6201144 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -6201526.500000 Penalty: 5186.457520
	Iteration 9Q: 3 clusters Score -6201526 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -6202018.000000 Penalty: 5186.457520
	Iteration 10Q: 3 clusters Score -6202018 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -6202636.000000 Penalty: 5186.457520
	Iteration 11Q: 3 clusters Score -6202636 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -6203332.500000 Penalty: 5186.457520
	Iteration 12Q: 3 clusters Score -6203332 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -6204205.500000 Penalty: 5186.457520
	Iteration 13Q: 3 clusters Score -6204206 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -6205146.000000 Penalty: 5186.457520
	Iteration 14Q: 3 clusters Score -6205146 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -6205864.500000 Penalty: 5186.457520
	Iteration 15Q: 3 clusters Score -6205864 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6206238.500000 Penalty: 5186.457520
	Iteration 16Q: 3 clusters Score -6206238 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -6206399.500000 Penalty: 5186.457520
	Iteration 17Q: 3 clusters Score -6206400 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -6206499.500000 Penalty: 5186.457520
	Iteration 18Q: 3 clusters Score -6206500 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6206552.000000 Penalty: 5186.457520
	Iteration 19Q: 3 clusters Score -6206552 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6206606.000000 Penalty: 5186.457520
	Iteration 20F: 3 clusters Score -6206606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -6206647.000000 Penalty: 5186.457520
	Iteration 21Q: 3 clusters Score -6206647 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -6206682.500000 Penalty: 5186.457520
	Iteration 22Q: 3 clusters Score -6206682 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -6206720.000000 Penalty: 5186.457520
	Iteration 23Q: 3 clusters Score -6206720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -6206750.500000 Penalty: 5186.457520
	Iteration 24Q: 3 clusters Score -6206750 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -6206759.500000 Penalty: 5186.457520
	Iteration 25Q: 3 clusters Score -6206760 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6206794.000000 Penalty: 5186.457520
	Iteration 26Q: 3 clusters Score -6206794 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6206818.000000 Penalty: 5186.457520
	Iteration 27Q: 3 clusters Score -6206818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -6206849.500000 Penalty: 5186.457520
	Iteration 28Q: 3 clusters Score -6206850 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6206855.500000 Penalty: 5186.457520
	Iteration 29Q: 3 clusters Score -6206856 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6206880.000000 Penalty: 5186.457520
	Iteration 30Q: 3 clusters Score -6206880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -6206915.000000 Penalty: 5186.457520
	Iteration 31Q: 3 clusters Score -6206915 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -6206930.500000 Penalty: 5186.457520
	Iteration 32Q: 3 clusters Score -6206930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -6206939.500000 Penalty: 5186.457520
	Iteration 33Q: 3 clusters Score -6206940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6206938.500000 Penalty: 5186.457520
	Iteration 34Q: 3 clusters Score -6206938 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -6206946.500000 Penalty: 5186.457520
	Iteration 35Q: 3 clusters Score -6206946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -6206974.500000 Penalty: 5186.457520
	Iteration 36Q: 3 clusters Score -6206974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -6206980.500000 Penalty: 5186.457520
	Iteration 37Q: 3 clusters Score -6206980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6206985.000000 Penalty: 5186.457520
	Iteration 38Q: 3 clusters Score -6206985 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -6206991.000000 Penalty: 5186.457520
	Iteration 39Q: 3 clusters Score -6206991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6206984.000000 Penalty: 5186.457520
	Iteration 40F: 3 clusters Score -6206984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6207011.500000 Penalty: 5186.457520
	Iteration 41Q: 3 clusters Score -6207012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -6207011.500000 Penalty: 5186.457520
	Iteration 42Q: 3 clusters Score -6207012 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -6207008.500000 Penalty: 5186.457520
	Iteration 43Q: 3 clusters Score -6207008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -6207047.000000 Penalty: 5186.457520
	Iteration 44Q: 3 clusters Score -6207047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6207029.500000 Penalty: 5186.457520
	Iteration 45Q: 3 clusters Score -6207030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -6207051.500000 Penalty: 5186.457520
	Iteration 46Q: 3 clusters Score -6207052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -6207069.500000 Penalty: 5186.457520
	Iteration 47Q: 3 clusters Score -6207070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -6207083.000000 Penalty: 5186.457520
	Iteration 48Q: 3 clusters Score -6207083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -6207102.000000 Penalty: 5186.457520
	Iteration 49Q: 3 clusters Score -6207102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -6207109.000000 Penalty: 5186.457520
	Iteration 50Q: 3 clusters Score -6207109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -6207119.000000 Penalty: 5186.457520
	Iteration 51Q: 3 clusters Score -6207119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -6207132.000000 Penalty: 5186.457520
	Iteration 52Q: 3 clusters Score -6207132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -6207139.500000 Penalty: 5186.457520
	Iteration 53Q: 3 clusters Score -6207140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -6207145.500000 Penalty: 5186.457520
	Iteration 54Q: 3 clusters Score -6207146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6207144.500000 Penalty: 5186.457520
	Iteration 55Q: 3 clusters Score -6207144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -6207178.000000 Penalty: 5186.457520
	Iteration 56Q: 3 clusters Score -6207178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6207191.000000 Penalty: 5186.457520
	Iteration 57Q: 3 clusters Score -6207191 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6207208.500000 Penalty: 5186.457520
	Iteration 58Q: 3 clusters Score -6207208 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -6207217.500000 Penalty: 5186.457520
	Iteration 59Q: 3 clusters Score -6207218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -6207231.000000 Penalty: 5186.457520
	Iteration 60F: 3 clusters Score -6207231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -6207242.000000 Penalty: 5186.457520
	Iteration 61Q: 3 clusters Score -6207242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -6207272.000000 Penalty: 5186.457520
	Iteration 62Q: 3 clusters Score -6207272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6207297.500000 Penalty: 5186.457520
	Iteration 63Q: 3 clusters Score -6207298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -6207315.500000 Penalty: 5186.457520
	Iteration 64Q: 3 clusters Score -6207316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6207337.500000 Penalty: 5186.457520
	Iteration 65Q: 3 clusters Score -6207338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6207389.500000 Penalty: 5186.457520
	Iteration 66Q: 3 clusters Score -6207390 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -6207407.500000 Penalty: 5186.457520
	Iteration 67Q: 3 clusters Score -6207408 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -6207438.000000 Penalty: 5186.457520
	Iteration 68Q: 3 clusters Score -6207438 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -6207456.000000 Penalty: 5186.457520
	Iteration 69Q: 3 clusters Score -6207456 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6207463.000000 Penalty: 5186.457520
	Iteration 70Q: 3 clusters Score -6207463 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -6207505.000000 Penalty: 5186.457520
	Iteration 71Q: 3 clusters Score -6207505 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -6207545.500000 Penalty: 5186.457520
	Iteration 72Q: 3 clusters Score -6207546 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -6207606.500000 Penalty: 5186.457520
	Iteration 73Q: 3 clusters Score -6207606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -6207641.000000 Penalty: 5186.457520
	Iteration 74Q: 3 clusters Score -6207641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -6207672.000000 Penalty: 5186.457520
	Iteration 75Q: 3 clusters Score -6207672 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6207703.500000 Penalty: 5186.457520
	Iteration 76Q: 3 clusters Score -6207704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -6207701.500000 Penalty: 5186.457520
	Iteration 77Q: 3 clusters Score -6207702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -6207714.500000 Penalty: 5186.457520
	Iteration 78Q: 3 clusters Score -6207714 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -6207713.000000 Penalty: 5186.457520
	Iteration 79Q: 3 clusters Score -6207713 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -6207714.500000 Penalty: 5186.457520
	Iteration 80F: 3 clusters Score -6207714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -6207735.500000 Penalty: 5186.457520
	Iteration 81Q: 3 clusters Score -6207736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6207747.000000 Penalty: 5186.457520
	Iteration 82Q: 3 clusters Score -6207747 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -6207737.000000 Penalty: 5186.457520
	Iteration 83Q: 3 clusters Score -6207737 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -6207749.500000 Penalty: 5186.457520
	Iteration 84Q: 3 clusters Score -6207750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6207746.500000 Penalty: 5186.457520
	Iteration 85Q: 3 clusters Score -6207746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6207748.000000 Penalty: 5186.457520
	Iteration 86Q: 3 clusters Score -6207748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6207765.500000 Penalty: 5186.457520
	Iteration 87Q: 3 clusters Score -6207766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -6207759.500000 Penalty: 5186.457520
	Iteration 88Q: 3 clusters Score -6207760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -6207761.000000 Penalty: 5186.457520
	Iteration 89Q: 3 clusters Score -6207761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6207755.000000 Penalty: 5186.457520
	Iteration 90Q: 3 clusters Score -6207755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -6207759.000000 Penalty: 5186.457520
	Iteration 91Q: 3 clusters Score -6207759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -6207752.500000 Penalty: 5186.457520
	Iteration 92Q: 3 clusters Score -6207752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -6207760.500000 Penalty: 5186.457520
	Iteration 93Q: 3 clusters Score -6207760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -6207754.000000 Penalty: 5186.457520
	Iteration 94Q: 3 clusters Score -6207754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -6207753.500000 Penalty: 5186.457520
	Iteration 95Q: 3 clusters Score -6207754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6207761.500000 Penalty: 5186.457520
	Iteration 96Q: 3 clusters Score -6207762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6207768.500000 Penalty: 5186.457520
	Iteration 97Q: 3 clusters Score -6207768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6207770.000000 Penalty: 5186.457520
	Iteration 98Q: 3 clusters Score -6207770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -6207772.000000 Penalty: 5186.457520
	Iteration 99Q: 3 clusters Score -6207772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -6207766.500000 Penalty: 5186.457520
	Iteration 100F: 3 clusters Score -6207766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6207772.000000 Penalty: 5186.457520
	Iteration 101Q: 3 clusters Score -6207772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -6207772.000000 Penalty: 5186.457520
	Iteration 102Q: 3 clusters Score -6207772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -6207773.500000 Penalty: 5186.457520
	Iteration 103Q: 3 clusters Score -6207774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -6207766.500000 Penalty: 5186.457520
	Iteration 104Q: 3 clusters Score -6207766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -6207765.500000 Penalty: 5186.457520
	Iteration 105Q: 3 clusters Score -6207766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6207764.000000 Penalty: 5186.457520
	Iteration 106Q: 3 clusters Score -6207764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -6207755.000000 Penalty: 5186.457520
	Iteration 107Q: 3 clusters Score -6207755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6207755.000000 Penalty: 5186.457520
	Iteration 108Q: 3 clusters Score -6207755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -6207758.000000 Penalty: 5186.457520
	Iteration 109Q: 3 clusters Score -6207758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6207754.000000 Penalty: 5186.457520
	Iteration 110Q: 3 clusters Score -6207754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6207757.500000 Penalty: 5186.457520
	Iteration 111Q: 3 clusters Score -6207758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6207762.500000 Penalty: 5186.457520
	Iteration 112Q: 3 clusters Score -6207762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -6207768.500000 Penalty: 5186.457520
	Iteration 113Q: 3 clusters Score -6207768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6207764.000000 Penalty: 5186.457520
	Iteration 114Q: 3 clusters Score -6207764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -6207764.000000 Penalty: 5186.457520
	Iteration 115Q: 3 clusters Score -6207764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -6207764.000000 Penalty: 5186.457520
	Iteration 116F: 3 clusters Score -6207764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25779.507812 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25779.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26258.046875 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26258.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26389.417969 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26389.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26432.486328 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26432.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26443.294922 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26443.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26462.791016 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26462.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26463.285156 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26463.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26463.285156 Penalty: 2730.644531
	Iteration 7F: 3 clusters Score -26463.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -4044159.750000 Penalty: 2476.890381
	Iteration 0F: 2 clusters Score -4044160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -4030370.750000 Penalty: 4953.780762
	Iteration 0F: 3 clusters Score -4030371 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4035407.750000 Penalty: 4953.780762
	Iteration 1F: 3 clusters Score -4035408 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4035766.250000 Penalty: 4953.780762
	Iteration 2Q: 3 clusters Score -4035766 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4036010.750000 Penalty: 4953.780762
	Iteration 3Q: 3 clusters Score -4036011 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4036209.750000 Penalty: 4953.780762
	Iteration 4Q: 3 clusters Score -4036210 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4036391.500000 Penalty: 4953.780762
	Iteration 5Q: 3 clusters Score -4036392 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4036524.250000 Penalty: 4953.780762
	Iteration 6Q: 3 clusters Score -4036524 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4036632.000000 Penalty: 4953.780762
	Iteration 7Q: 3 clusters Score -4036632 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4036720.500000 Penalty: 4953.780762
	Iteration 8Q: 3 clusters Score -4036720 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4036797.250000 Penalty: 4953.780762
	Iteration 9Q: 3 clusters Score -4036797 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4036887.250000 Penalty: 4953.780762
	Iteration 10Q: 3 clusters Score -4036887 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4036954.000000 Penalty: 4953.780762
	Iteration 11Q: 3 clusters Score -4036954 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4037013.000000 Penalty: 4953.780762
	Iteration 12Q: 3 clusters Score -4037013 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4037075.250000 Penalty: 4953.780762
	Iteration 13Q: 3 clusters Score -4037075 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4037122.250000 Penalty: 4953.780762
	Iteration 14Q: 3 clusters Score -4037122 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -4037182.250000 Penalty: 4953.780762
	Iteration 15Q: 3 clusters Score -4037182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4037229.750000 Penalty: 4953.780762
	Iteration 16Q: 3 clusters Score -4037230 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4037306.250000 Penalty: 4953.780762
	Iteration 17Q: 3 clusters Score -4037306 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4037388.250000 Penalty: 4953.780762
	Iteration 18Q: 3 clusters Score -4037388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4037480.750000 Penalty: 4953.780762
	Iteration 19Q: 3 clusters Score -4037481 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4037596.500000 Penalty: 4953.780762
	Iteration 20F: 3 clusters Score -4037596 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4037728.000000 Penalty: 4953.780762
	Iteration 21Q: 3 clusters Score -4037728 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4037886.500000 Penalty: 4953.780762
	Iteration 22Q: 3 clusters Score -4037886 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4038063.500000 Penalty: 4953.780762
	Iteration 23Q: 3 clusters Score -4038064 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4038352.000000 Penalty: 4953.780762
	Iteration 24Q: 3 clusters Score -4038352 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4038696.750000 Penalty: 4953.780762
	Iteration 25Q: 3 clusters Score -4038697 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4039116.000000 Penalty: 4953.780762
	Iteration 26Q: 3 clusters Score -4039116 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4039603.500000 Penalty: 4953.780762
	Iteration 27Q: 3 clusters Score -4039604 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4040133.500000 Penalty: 4953.780762
	Iteration 28Q: 3 clusters Score -4040134 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4040635.500000 Penalty: 4953.780762
	Iteration 29Q: 3 clusters Score -4040636 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4041064.000000 Penalty: 4953.780762
	Iteration 30Q: 3 clusters Score -4041064 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4041407.750000 Penalty: 4953.780762
	Iteration 31Q: 3 clusters Score -4041408 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4041624.250000 Penalty: 4953.780762
	Iteration 32Q: 3 clusters Score -4041624 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4041816.250000 Penalty: 4953.780762
	Iteration 33Q: 3 clusters Score -4041816 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4041944.500000 Penalty: 4953.780762
	Iteration 34Q: 3 clusters Score -4041944 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4042046.000000 Penalty: 4953.780762
	Iteration 35Q: 3 clusters Score -4042046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4042126.500000 Penalty: 4953.780762
	Iteration 36Q: 3 clusters Score -4042126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4042173.750000 Penalty: 4953.780762
	Iteration 37Q: 3 clusters Score -4042174 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4042206.750000 Penalty: 4953.780762
	Iteration 38Q: 3 clusters Score -4042207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4042235.500000 Penalty: 4953.780762
	Iteration 39Q: 3 clusters Score -4042236 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4042246.000000 Penalty: 4953.780762
	Iteration 40F: 3 clusters Score -4042246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4042261.000000 Penalty: 4953.780762
	Iteration 41Q: 3 clusters Score -4042261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4042277.500000 Penalty: 4953.780762
	Iteration 42Q: 3 clusters Score -4042278 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4042299.750000 Penalty: 4953.780762
	Iteration 43Q: 3 clusters Score -4042300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4042326.000000 Penalty: 4953.780762
	Iteration 44Q: 3 clusters Score -4042326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4042341.500000 Penalty: 4953.780762
	Iteration 45Q: 3 clusters Score -4042342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4042347.250000 Penalty: 4953.780762
	Iteration 46Q: 3 clusters Score -4042347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4042359.500000 Penalty: 4953.780762
	Iteration 47Q: 3 clusters Score -4042360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4042368.750000 Penalty: 4953.780762
	Iteration 48Q: 3 clusters Score -4042369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4042379.250000 Penalty: 4953.780762
	Iteration 49Q: 3 clusters Score -4042379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4042388.750000 Penalty: 4953.780762
	Iteration 50Q: 3 clusters Score -4042389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4042389.000000 Penalty: 4953.780762
	Iteration 51Q: 3 clusters Score -4042389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4042387.000000 Penalty: 4953.780762
	Iteration 52Q: 3 clusters Score -4042387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4042394.750000 Penalty: 4953.780762
	Iteration 53Q: 3 clusters Score -4042395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4042394.000000 Penalty: 4953.780762
	Iteration 54Q: 3 clusters Score -4042394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4042394.500000 Penalty: 4953.780762
	Iteration 55Q: 3 clusters Score -4042394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4042399.250000 Penalty: 4953.780762
	Iteration 56Q: 3 clusters Score -4042399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4042396.250000 Penalty: 4953.780762
	Iteration 57Q: 3 clusters Score -4042396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4042391.500000 Penalty: 4953.780762
	Iteration 58Q: 3 clusters Score -4042392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4042393.500000 Penalty: 4953.780762
	Iteration 59Q: 3 clusters Score -4042394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4042393.250000 Penalty: 4953.780762
	Iteration 60F: 3 clusters Score -4042393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4042389.250000 Penalty: 4953.780762
	Iteration 61Q: 3 clusters Score -4042389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4042387.750000 Penalty: 4953.780762
	Iteration 62Q: 3 clusters Score -4042388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4042392.750000 Penalty: 4953.780762
	Iteration 63Q: 3 clusters Score -4042393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4042389.000000 Penalty: 4953.780762
	Iteration 64Q: 3 clusters Score -4042389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4042391.250000 Penalty: 4953.780762
	Iteration 65Q: 3 clusters Score -4042391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4042395.500000 Penalty: 4953.780762
	Iteration 66Q: 3 clusters Score -4042396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4042395.250000 Penalty: 4953.780762
	Iteration 67Q: 3 clusters Score -4042395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4042395.250000 Penalty: 4953.780762
	Iteration 68Q: 3 clusters Score -4042395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4042397.500000 Penalty: 4953.780762
	Iteration 69Q: 3 clusters Score -4042398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4042396.750000 Penalty: 4953.780762
	Iteration 70Q: 3 clusters Score -4042397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4042401.750000 Penalty: 4953.780762
	Iteration 71Q: 3 clusters Score -4042402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4042404.750000 Penalty: 4953.780762
	Iteration 72Q: 3 clusters Score -4042405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4042415.000000 Penalty: 4953.780762
	Iteration 73Q: 3 clusters Score -4042415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4042412.500000 Penalty: 4953.780762
	Iteration 74Q: 3 clusters Score -4042412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4042413.500000 Penalty: 4953.780762
	Iteration 75Q: 3 clusters Score -4042414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4042412.750000 Penalty: 4953.780762
	Iteration 76Q: 3 clusters Score -4042413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4042414.000000 Penalty: 4953.780762
	Iteration 77Q: 3 clusters Score -4042414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4042413.500000 Penalty: 4953.780762
	Iteration 78Q: 3 clusters Score -4042414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4042412.500000 Penalty: 4953.780762
	Iteration 79Q: 3 clusters Score -4042412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4042411.000000 Penalty: 4953.780762
	Iteration 80F: 3 clusters Score -4042411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4042415.750000 Penalty: 4953.780762
	Iteration 81Q: 3 clusters Score -4042416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4042413.500000 Penalty: 4953.780762
	Iteration 82Q: 3 clusters Score -4042414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4042413.500000 Penalty: 4953.780762
	Iteration 83F: 3 clusters Score -4042414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -220970.390625 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220970.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -221550.937500 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221550.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -222083.281250 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222083.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -222422.328125 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222422.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -222617.750000 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222617.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -222693.906250 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222693.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -222715.671875 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -222738.187500 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222738.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -222766.406250 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222766.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -222797.843750 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -222815.421875 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -222837.218750 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -222848.640625 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -222857.578125 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -222864.984375 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -222865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -222873.187500 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -222873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -222878.359375 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -222878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -222889.578125 Penalty: 3556.379395
	Iteration 17F: 3 clusters Score -222889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -222912.000000 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -222912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -222923.125000 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -222923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -222923.125000 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -222923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -83266.375000 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -83266.38 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 266 members 
Entering Unmasked Estep 
Score: -81886.882812 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -81886.88 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82338.867188 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -82338.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82624.710938 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -82624.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82823.242188 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -82823.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82935.382812 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -82935.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82986.093750 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -82986.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83018.570312 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -83018.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83034.632812 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -83034.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83038.132812 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -83038.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83040.156250 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -83040.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83043.375000 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -83043.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83043.375000 Penalty: 3109.471680
	Iteration 11F: 3 clusters Score -83043.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Entering Unmasked Estep 
Score: -3266035.500000 Penalty: 2434.630371
	Iteration 0F: 2 clusters Score -3266036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3252954.750000 Penalty: 4869.260742
	Iteration 0F: 3 clusters Score -3252955 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3257250.500000 Penalty: 4869.260742
	Iteration 1F: 3 clusters Score -3257250 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3257664.500000 Penalty: 4869.260742
	Iteration 2F: 3 clusters Score -3257664 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -3257981.500000 Penalty: 4869.260742
	Iteration 3Q: 3 clusters Score -3257982 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3258190.000000 Penalty: 4869.260742
	Iteration 4Q: 3 clusters Score -3258190 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3258350.250000 Penalty: 4869.260742
	Iteration 5Q: 3 clusters Score -3258350 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3258525.000000 Penalty: 4869.260742
	Iteration 6Q: 3 clusters Score -3258525 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3258753.750000 Penalty: 4869.260742
	Iteration 7Q: 3 clusters Score -3258754 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3259066.000000 Penalty: 4869.260742
	Iteration 8Q: 3 clusters Score -3259066 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3259505.500000 Penalty: 4869.260742
	Iteration 9Q: 3 clusters Score -3259506 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3260126.500000 Penalty: 4869.260742
	Iteration 10F: 3 clusters Score -3260126 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3260898.000000 Penalty: 4869.260742
	Iteration 11F: 3 clusters Score -3260898 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3261824.000000 Penalty: 4869.260742
	Iteration 12F: 3 clusters Score -3261824 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3262726.750000 Penalty: 4869.260742
	Iteration 13F: 3 clusters Score -3262727 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3263534.750000 Penalty: 4869.260742
	Iteration 14Q: 3 clusters Score -3263535 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3264089.750000 Penalty: 4869.260742
	Iteration 15Q: 3 clusters Score -3264090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3264445.750000 Penalty: 4869.260742
	Iteration 16Q: 3 clusters Score -3264446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3264739.000000 Penalty: 4869.260742
	Iteration 17Q: 3 clusters Score -3264739 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3264901.250000 Penalty: 4869.260742
	Iteration 18Q: 3 clusters Score -3264901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3265012.750000 Penalty: 4869.260742
	Iteration 19Q: 3 clusters Score -3265013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3265100.750000 Penalty: 4869.260742
	Iteration 20F: 3 clusters Score -3265101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3265177.250000 Penalty: 4869.260742
	Iteration 21Q: 3 clusters Score -3265177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3265234.000000 Penalty: 4869.260742
	Iteration 22Q: 3 clusters Score -3265234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3265278.750000 Penalty: 4869.260742
	Iteration 23Q: 3 clusters Score -3265279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3265296.500000 Penalty: 4869.260742
	Iteration 24Q: 3 clusters Score -3265296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3265317.250000 Penalty: 4869.260742
	Iteration 25Q: 3 clusters Score -3265317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3265331.500000 Penalty: 4869.260742
	Iteration 26Q: 3 clusters Score -3265332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3265348.250000 Penalty: 4869.260742
	Iteration 27Q: 3 clusters Score -3265348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3265362.500000 Penalty: 4869.260742
	Iteration 28Q: 3 clusters Score -3265362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3265379.250000 Penalty: 4869.260742
	Iteration 29Q: 3 clusters Score -3265379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3265392.750000 Penalty: 4869.260742
	Iteration 30Q: 3 clusters Score -3265393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3265402.500000 Penalty: 4869.260742
	Iteration 31Q: 3 clusters Score -3265402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3265413.250000 Penalty: 4869.260742
	Iteration 32Q: 3 clusters Score -3265413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3265417.500000 Penalty: 4869.260742
	Iteration 33Q: 3 clusters Score -3265418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3265426.000000 Penalty: 4869.260742
	Iteration 34Q: 3 clusters Score -3265426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3265430.500000 Penalty: 4869.260742
	Iteration 35Q: 3 clusters Score -3265430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3265432.500000 Penalty: 4869.260742
	Iteration 36Q: 3 clusters Score -3265432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3265439.750000 Penalty: 4869.260742
	Iteration 37Q: 3 clusters Score -3265440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3265445.000000 Penalty: 4869.260742
	Iteration 38Q: 3 clusters Score -3265445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3265444.250000 Penalty: 4869.260742
	Iteration 39Q: 3 clusters Score -3265444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3265451.250000 Penalty: 4869.260742
	Iteration 40F: 3 clusters Score -3265451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3265455.500000 Penalty: 4869.260742
	Iteration 41Q: 3 clusters Score -3265456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3265455.500000 Penalty: 4869.260742
	Iteration 42F: 3 clusters Score -3265456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -4293221.000000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -4293221 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 11271 members 
Entering Unmasked Estep 
Score: -4278979.500000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -4278980 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4284374.500000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -4284374 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4284755.000000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -4284755 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -4285113.500000 Penalty: 4976.096680
	Iteration 3Q: 3 clusters Score -4285114 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4285429.000000 Penalty: 4976.096680
	Iteration 4Q: 3 clusters Score -4285429 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -4285832.000000 Penalty: 4976.096680
	Iteration 5Q: 3 clusters Score -4285832 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4286316.000000 Penalty: 4976.096680
	Iteration 6Q: 3 clusters Score -4286316 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4287022.500000 Penalty: 4976.096680
	Iteration 7Q: 3 clusters Score -4287022 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4287851.000000 Penalty: 4976.096680
	Iteration 8F: 3 clusters Score -4287851 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4288829.500000 Penalty: 4976.096680
	Iteration 9F: 3 clusters Score -4288830 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4289599.500000 Penalty: 4976.096680
	Iteration 10F: 3 clusters Score -4289600 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4290139.000000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -4290139 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4290510.000000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -4290510 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4290722.500000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -4290722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4290892.500000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -4290892 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4290957.000000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -4290957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4290982.500000 Penalty: 4976.096680
	Iteration 16Q: 3 clusters Score -4290982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4291019.500000 Penalty: 4976.096680
	Iteration 17Q: 3 clusters Score -4291020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4291041.000000 Penalty: 4976.096680
	Iteration 18Q: 3 clusters Score -4291041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4291054.500000 Penalty: 4976.096680
	Iteration 19Q: 3 clusters Score -4291054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4291069.000000 Penalty: 4976.096680
	Iteration 20F: 3 clusters Score -4291069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4291088.000000 Penalty: 4976.096680
	Iteration 21Q: 3 clusters Score -4291088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4291089.500000 Penalty: 4976.096680
	Iteration 22Q: 3 clusters Score -4291090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4291091.000000 Penalty: 4976.096680
	Iteration 23Q: 3 clusters Score -4291091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4291114.000000 Penalty: 4976.096680
	Iteration 24Q: 3 clusters Score -4291114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4291122.000000 Penalty: 4976.096680
	Iteration 25Q: 3 clusters Score -4291122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4291127.000000 Penalty: 4976.096680
	Iteration 26Q: 3 clusters Score -4291127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4291127.500000 Penalty: 4976.096680
	Iteration 27Q: 3 clusters Score -4291128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4291130.500000 Penalty: 4976.096680
	Iteration 28Q: 3 clusters Score -4291130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4291130.500000 Penalty: 4976.096680
	Iteration 29Q: 3 clusters Score -4291130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4291129.000000 Penalty: 4976.096680
	Iteration 30Q: 3 clusters Score -4291129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4291132.000000 Penalty: 4976.096680
	Iteration 31Q: 3 clusters Score -4291132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4291132.000000 Penalty: 4976.096680
	Iteration 32F: 3 clusters Score -4291132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Entering Unmasked Estep 
Score: -1966412.000000 Penalty: 2284.610596
	Iteration 0F: 2 clusters Score -1966412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1958701.250000 Penalty: 4569.221191
	Iteration 0F: 3 clusters Score -1958701 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1960879.125000 Penalty: 4569.221191
	Iteration 1F: 3 clusters Score -1960879 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1961167.875000 Penalty: 4569.221191
	Iteration 2F: 3 clusters Score -1961168 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1961351.875000 Penalty: 4569.221191
	Iteration 3Q: 3 clusters Score -1961352 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1961493.500000 Penalty: 4569.221191
	Iteration 4Q: 3 clusters Score -1961494 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1961610.500000 Penalty: 4569.221191
	Iteration 5Q: 3 clusters Score -1961610 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1961705.125000 Penalty: 4569.221191
	Iteration 6Q: 3 clusters Score -1961705 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1961759.875000 Penalty: 4569.221191
	Iteration 7Q: 3 clusters Score -1961760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1961818.125000 Penalty: 4569.221191
	Iteration 8Q: 3 clusters Score -1961818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1961862.500000 Penalty: 4569.221191
	Iteration 9Q: 3 clusters Score -1961862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1961910.250000 Penalty: 4569.221191
	Iteration 10Q: 3 clusters Score -1961910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1961954.250000 Penalty: 4569.221191
	Iteration 11Q: 3 clusters Score -1961954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1961996.750000 Penalty: 4569.221191
	Iteration 12Q: 3 clusters Score -1961997 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1962057.625000 Penalty: 4569.221191
	Iteration 13Q: 3 clusters Score -1962058 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1962138.250000 Penalty: 4569.221191
	Iteration 14Q: 3 clusters Score -1962138 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1962246.625000 Penalty: 4569.221191
	Iteration 15Q: 3 clusters Score -1962247 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1962393.125000 Penalty: 4569.221191
	Iteration 16Q: 3 clusters Score -1962393 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1962602.625000 Penalty: 4569.221191
	Iteration 17Q: 3 clusters Score -1962603 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1962844.750000 Penalty: 4569.221191
	Iteration 18Q: 3 clusters Score -1962845 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1963061.000000 Penalty: 4569.221191
	Iteration 19Q: 3 clusters Score -1963061 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1963283.250000 Penalty: 4569.221191
	Iteration 20F: 3 clusters Score -1963283 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1963519.500000 Penalty: 4569.221191
	Iteration 21Q: 3 clusters Score -1963520 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1963751.625000 Penalty: 4569.221191
	Iteration 22Q: 3 clusters Score -1963752 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1963919.250000 Penalty: 4569.221191
	Iteration 23Q: 3 clusters Score -1963919 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1964070.250000 Penalty: 4569.221191
	Iteration 24Q: 3 clusters Score -1964070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1964169.750000 Penalty: 4569.221191
	Iteration 25Q: 3 clusters Score -1964170 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1964240.250000 Penalty: 4569.221191
	Iteration 26Q: 3 clusters Score -1964240 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1964304.375000 Penalty: 4569.221191
	Iteration 27Q: 3 clusters Score -1964304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1964347.125000 Penalty: 4569.221191
	Iteration 28Q: 3 clusters Score -1964347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1964398.875000 Penalty: 4569.221191
	Iteration 29Q: 3 clusters Score -1964399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1964426.375000 Penalty: 4569.221191
	Iteration 30Q: 3 clusters Score -1964426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1964453.250000 Penalty: 4569.221191
	Iteration 31Q: 3 clusters Score -1964453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1964481.750000 Penalty: 4569.221191
	Iteration 32Q: 3 clusters Score -1964482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1964492.750000 Penalty: 4569.221191
	Iteration 33Q: 3 clusters Score -1964493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1964500.875000 Penalty: 4569.221191
	Iteration 34Q: 3 clusters Score -1964501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1964520.625000 Penalty: 4569.221191
	Iteration 35Q: 3 clusters Score -1964521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1964536.000000 Penalty: 4569.221191
	Iteration 36Q: 3 clusters Score -1964536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1964553.500000 Penalty: 4569.221191
	Iteration 37Q: 3 clusters Score -1964554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1964558.875000 Penalty: 4569.221191
	Iteration 38Q: 3 clusters Score -1964559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1964568.750000 Penalty: 4569.221191
	Iteration 39Q: 3 clusters Score -1964569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1964575.500000 Penalty: 4569.221191
	Iteration 40F: 3 clusters Score -1964576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1964581.000000 Penalty: 4569.221191
	Iteration 41Q: 3 clusters Score -1964581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1964583.375000 Penalty: 4569.221191
	Iteration 42Q: 3 clusters Score -1964583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1964596.500000 Penalty: 4569.221191
	Iteration 43Q: 3 clusters Score -1964596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1964601.250000 Penalty: 4569.221191
	Iteration 44Q: 3 clusters Score -1964601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1964607.750000 Penalty: 4569.221191
	Iteration 45Q: 3 clusters Score -1964608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1964611.375000 Penalty: 4569.221191
	Iteration 46Q: 3 clusters Score -1964611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1964615.500000 Penalty: 4569.221191
	Iteration 47Q: 3 clusters Score -1964616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1964614.875000 Penalty: 4569.221191
	Iteration 48Q: 3 clusters Score -1964615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1964616.875000 Penalty: 4569.221191
	Iteration 49Q: 3 clusters Score -1964617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1964622.125000 Penalty: 4569.221191
	Iteration 50Q: 3 clusters Score -1964622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1964621.625000 Penalty: 4569.221191
	Iteration 51Q: 3 clusters Score -1964622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1964622.250000 Penalty: 4569.221191
	Iteration 52Q: 3 clusters Score -1964622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1964627.375000 Penalty: 4569.221191
	Iteration 53Q: 3 clusters Score -1964627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1964629.875000 Penalty: 4569.221191
	Iteration 54Q: 3 clusters Score -1964630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1964628.125000 Penalty: 4569.221191
	Iteration 55Q: 3 clusters Score -1964628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1964629.125000 Penalty: 4569.221191
	Iteration 56Q: 3 clusters Score -1964629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1964630.000000 Penalty: 4569.221191
	Iteration 57Q: 3 clusters Score -1964630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1964633.750000 Penalty: 4569.221191
	Iteration 58Q: 3 clusters Score -1964634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1964632.375000 Penalty: 4569.221191
	Iteration 59Q: 3 clusters Score -1964632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1964632.500000 Penalty: 4569.221191
	Iteration 60F: 3 clusters Score -1964632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1964633.250000 Penalty: 4569.221191
	Iteration 61Q: 3 clusters Score -1964633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1964632.750000 Penalty: 4569.221191
	Iteration 62Q: 3 clusters Score -1964633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1964633.125000 Penalty: 4569.221191
	Iteration 63Q: 3 clusters Score -1964633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1964635.000000 Penalty: 4569.221191
	Iteration 64Q: 3 clusters Score -1964635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1964635.000000 Penalty: 4569.221191
	Iteration 65F: 3 clusters Score -1964635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Entering Unmasked Estep 
Score: -3889699.000000 Penalty: 2454.958984
	Iteration 0F: 2 clusters Score -3889699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3877069.000000 Penalty: 4909.917969
	Iteration 0F: 3 clusters Score -3877069 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3881687.750000 Penalty: 4909.917969
	Iteration 1F: 3 clusters Score -3881688 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3882218.000000 Penalty: 4909.917969
	Iteration 2F: 3 clusters Score -3882218 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3882765.000000 Penalty: 4909.917969
	Iteration 3F: 3 clusters Score -3882765 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3883300.250000 Penalty: 4909.917969
	Iteration 4F: 3 clusters Score -3883300 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3883891.250000 Penalty: 4909.917969
	Iteration 5F: 3 clusters Score -3883891 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3884554.750000 Penalty: 4909.917969
	Iteration 6F: 3 clusters Score -3884555 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3885391.000000 Penalty: 4909.917969
	Iteration 7F: 3 clusters Score -3885391 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3886292.250000 Penalty: 4909.917969
	Iteration 8Q: 3 clusters Score -3886292 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3887066.250000 Penalty: 4909.917969
	Iteration 9Q: 3 clusters Score -3887066 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3887692.750000 Penalty: 4909.917969
	Iteration 10Q: 3 clusters Score -3887693 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3888019.000000 Penalty: 4909.917969
	Iteration 11Q: 3 clusters Score -3888019 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3888211.250000 Penalty: 4909.917969
	Iteration 12Q: 3 clusters Score -3888211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3888312.000000 Penalty: 4909.917969
	Iteration 13Q: 3 clusters Score -3888312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3888387.500000 Penalty: 4909.917969
	Iteration 14Q: 3 clusters Score -3888388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3888444.250000 Penalty: 4909.917969
	Iteration 15Q: 3 clusters Score -3888444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3888481.500000 Penalty: 4909.917969
	Iteration 16Q: 3 clusters Score -3888482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3888510.750000 Penalty: 4909.917969
	Iteration 17Q: 3 clusters Score -3888511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3888534.500000 Penalty: 4909.917969
	Iteration 18Q: 3 clusters Score -3888534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3888568.000000 Penalty: 4909.917969
	Iteration 19Q: 3 clusters Score -3888568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3888589.750000 Penalty: 4909.917969
	Iteration 20F: 3 clusters Score -3888590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3888607.250000 Penalty: 4909.917969
	Iteration 21Q: 3 clusters Score -3888607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3888630.250000 Penalty: 4909.917969
	Iteration 22Q: 3 clusters Score -3888630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3888641.750000 Penalty: 4909.917969
	Iteration 23Q: 3 clusters Score -3888642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3888667.750000 Penalty: 4909.917969
	Iteration 24Q: 3 clusters Score -3888668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3888683.500000 Penalty: 4909.917969
	Iteration 25Q: 3 clusters Score -3888684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3888691.000000 Penalty: 4909.917969
	Iteration 26Q: 3 clusters Score -3888691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3888700.500000 Penalty: 4909.917969
	Iteration 27Q: 3 clusters Score -3888700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3888714.250000 Penalty: 4909.917969
	Iteration 28Q: 3 clusters Score -3888714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3888706.500000 Penalty: 4909.917969
	Iteration 29Q: 3 clusters Score -3888706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3888715.500000 Penalty: 4909.917969
	Iteration 30Q: 3 clusters Score -3888716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3888725.500000 Penalty: 4909.917969
	Iteration 31Q: 3 clusters Score -3888726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3888734.000000 Penalty: 4909.917969
	Iteration 32Q: 3 clusters Score -3888734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3888729.250000 Penalty: 4909.917969
	Iteration 33Q: 3 clusters Score -3888729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3888725.250000 Penalty: 4909.917969
	Iteration 34Q: 3 clusters Score -3888725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3888735.000000 Penalty: 4909.917969
	Iteration 35Q: 3 clusters Score -3888735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3888728.500000 Penalty: 4909.917969
	Iteration 36Q: 3 clusters Score -3888728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3888744.750000 Penalty: 4909.917969
	Iteration 37Q: 3 clusters Score -3888745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3888750.250000 Penalty: 4909.917969
	Iteration 38Q: 3 clusters Score -3888750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3888754.000000 Penalty: 4909.917969
	Iteration 39Q: 3 clusters Score -3888754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3888763.000000 Penalty: 4909.917969
	Iteration 40F: 3 clusters Score -3888763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3888764.250000 Penalty: 4909.917969
	Iteration 41Q: 3 clusters Score -3888764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3888765.750000 Penalty: 4909.917969
	Iteration 42Q: 3 clusters Score -3888766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3888769.750000 Penalty: 4909.917969
	Iteration 43Q: 3 clusters Score -3888770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3888772.000000 Penalty: 4909.917969
	Iteration 44Q: 3 clusters Score -3888772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3888766.750000 Penalty: 4909.917969
	Iteration 45Q: 3 clusters Score -3888767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3888768.750000 Penalty: 4909.917969
	Iteration 46Q: 3 clusters Score -3888769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3888766.500000 Penalty: 4909.917969
	Iteration 47Q: 3 clusters Score -3888766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3888763.750000 Penalty: 4909.917969
	Iteration 48Q: 3 clusters Score -3888764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3888763.750000 Penalty: 4909.917969
	Iteration 49Q: 3 clusters Score -3888764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3888769.000000 Penalty: 4909.917969
	Iteration 50Q: 3 clusters Score -3888769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3888772.500000 Penalty: 4909.917969
	Iteration 51Q: 3 clusters Score -3888772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3888774.500000 Penalty: 4909.917969
	Iteration 52Q: 3 clusters Score -3888774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3888774.000000 Penalty: 4909.917969
	Iteration 53Q: 3 clusters Score -3888774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3888771.250000 Penalty: 4909.917969
	Iteration 54Q: 3 clusters Score -3888771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3888772.750000 Penalty: 4909.917969
	Iteration 55Q: 3 clusters Score -3888773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3888776.250000 Penalty: 4909.917969
	Iteration 56Q: 3 clusters Score -3888776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3888776.250000 Penalty: 4909.917969
	Iteration 57F: 3 clusters Score -3888776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -793970.375000 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -793970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -789894.437500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -789894.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -790870.562500 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -790870.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -791079.812500 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -791079.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -791238.750000 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -791238.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -791358.812500 Penalty: 4149.488770
	Iteration 4Q: 3 clusters Score -791358.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -791446.687500 Penalty: 4149.488770
	Iteration 5Q: 3 clusters Score -791446.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -791542.812500 Penalty: 4149.488770
	Iteration 6Q: 3 clusters Score -791542.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -791660.812500 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -791660.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -791756.562500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -791756.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -791841.625000 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -791841.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -791899.187500 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -791899.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -791955.125000 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -791955.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -792008.875000 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -792008.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -792040.937500 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -792040.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -792064.000000 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -792064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -792085.187500 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -792085.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -792101.937500 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -792101.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -792115.000000 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -792115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -792130.687500 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -792130.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -792145.000000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -792145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -792159.312500 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -792159.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -792174.687500 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -792174.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -792190.687500 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -792190.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -792205.312500 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -792205.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -792219.312500 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -792219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -792229.687500 Penalty: 4149.488770
	Iteration 25Q: 3 clusters Score -792229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -792237.937500 Penalty: 4149.488770
	Iteration 26Q: 3 clusters Score -792237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -792241.875000 Penalty: 4149.488770
	Iteration 27Q: 3 clusters Score -792241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -792244.937500 Penalty: 4149.488770
	Iteration 28Q: 3 clusters Score -792244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -792248.375000 Penalty: 4149.488770
	Iteration 29Q: 3 clusters Score -792248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -792250.625000 Penalty: 4149.488770
	Iteration 30Q: 3 clusters Score -792250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -792253.937500 Penalty: 4149.488770
	Iteration 31Q: 3 clusters Score -792253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -792254.500000 Penalty: 4149.488770
	Iteration 32Q: 3 clusters Score -792254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -792257.500000 Penalty: 4149.488770
	Iteration 33Q: 3 clusters Score -792257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -792257.875000 Penalty: 4149.488770
	Iteration 34Q: 3 clusters Score -792257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -792256.625000 Penalty: 4149.488770
	Iteration 35Q: 3 clusters Score -792256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -792258.312500 Penalty: 4149.488770
	Iteration 36Q: 3 clusters Score -792258.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -792258.625000 Penalty: 4149.488770
	Iteration 37Q: 3 clusters Score -792258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -792258.625000 Penalty: 4149.488770
	Iteration 38F: 3 clusters Score -792258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Entering Unmasked Estep 
Score: -5500999.000000 Penalty: 2551.618408
	Iteration 0F: 2 clusters Score -5500999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5481831.500000 Penalty: 5103.236816
	Iteration 0F: 3 clusters Score -5481832 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5488846.500000 Penalty: 5103.236816
	Iteration 1F: 3 clusters Score -5488846 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5489326.500000 Penalty: 5103.236816
	Iteration 2Q: 3 clusters Score -5489326 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5489885.500000 Penalty: 5103.236816
	Iteration 3Q: 3 clusters Score -5489886 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5490554.000000 Penalty: 5103.236816
	Iteration 4Q: 3 clusters Score -5490554 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5491329.500000 Penalty: 5103.236816
	Iteration 5F: 3 clusters Score -5491330 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5492402.000000 Penalty: 5103.236816
	Iteration 6F: 3 clusters Score -5492402 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5493564.500000 Penalty: 5103.236816
	Iteration 7F: 3 clusters Score -5493564 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -5494908.500000 Penalty: 5103.236816
	Iteration 8F: 3 clusters Score -5494908 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -5496260.000000 Penalty: 5103.236816
	Iteration 9F: 3 clusters Score -5496260 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5497387.000000 Penalty: 5103.236816
	Iteration 10F: 3 clusters Score -5497387 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -5498077.000000 Penalty: 5103.236816
	Iteration 11Q: 3 clusters Score -5498077 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -5498437.000000 Penalty: 5103.236816
	Iteration 12Q: 3 clusters Score -5498437 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5498646.500000 Penalty: 5103.236816
	Iteration 13Q: 3 clusters Score -5498646 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5498808.000000 Penalty: 5103.236816
	Iteration 14Q: 3 clusters Score -5498808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -5498924.500000 Penalty: 5103.236816
	Iteration 15Q: 3 clusters Score -5498924 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5499010.500000 Penalty: 5103.236816
	Iteration 16Q: 3 clusters Score -5499010 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5499083.500000 Penalty: 5103.236816
	Iteration 17Q: 3 clusters Score -5499084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -5499125.000000 Penalty: 5103.236816
	Iteration 18Q: 3 clusters Score -5499125 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5499147.500000 Penalty: 5103.236816
	Iteration 19Q: 3 clusters Score -5499148 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5499191.000000 Penalty: 5103.236816
	Iteration 20F: 3 clusters Score -5499191 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5499225.000000 Penalty: 5103.236816
	Iteration 21Q: 3 clusters Score -5499225 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5499261.500000 Penalty: 5103.236816
	Iteration 22Q: 3 clusters Score -5499262 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -5499280.000000 Penalty: 5103.236816
	Iteration 23Q: 3 clusters Score -5499280 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5499306.500000 Penalty: 5103.236816
	Iteration 24Q: 3 clusters Score -5499306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5499299.500000 Penalty: 5103.236816
	Iteration 25Q: 3 clusters Score -5499300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5499317.500000 Penalty: 5103.236816
	Iteration 26Q: 3 clusters Score -5499318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5499340.000000 Penalty: 5103.236816
	Iteration 27Q: 3 clusters Score -5499340 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5499352.000000 Penalty: 5103.236816
	Iteration 28Q: 3 clusters Score -5499352 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5499363.500000 Penalty: 5103.236816
	Iteration 29Q: 3 clusters Score -5499364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5499369.500000 Penalty: 5103.236816
	Iteration 30Q: 3 clusters Score -5499370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5499387.500000 Penalty: 5103.236816
	Iteration 31Q: 3 clusters Score -5499388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5499392.000000 Penalty: 5103.236816
	Iteration 32Q: 3 clusters Score -5499392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5499390.500000 Penalty: 5103.236816
	Iteration 33Q: 3 clusters Score -5499390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5499417.000000 Penalty: 5103.236816
	Iteration 34Q: 3 clusters Score -5499417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5499422.000000 Penalty: 5103.236816
	Iteration 35Q: 3 clusters Score -5499422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5499422.500000 Penalty: 5103.236816
	Iteration 36Q: 3 clusters Score -5499422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5499434.500000 Penalty: 5103.236816
	Iteration 37Q: 3 clusters Score -5499434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5499425.000000 Penalty: 5103.236816
	Iteration 38Q: 3 clusters Score -5499425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5499432.500000 Penalty: 5103.236816
	Iteration 39Q: 3 clusters Score -5499432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5499445.000000 Penalty: 5103.236816
	Iteration 40F: 3 clusters Score -5499445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5499442.000000 Penalty: 5103.236816
	Iteration 41Q: 3 clusters Score -5499442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5499441.500000 Penalty: 5103.236816
	Iteration 42Q: 3 clusters Score -5499442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5499437.000000 Penalty: 5103.236816
	Iteration 43Q: 3 clusters Score -5499437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5499443.500000 Penalty: 5103.236816
	Iteration 44Q: 3 clusters Score -5499444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5499451.000000 Penalty: 5103.236816
	Iteration 45Q: 3 clusters Score -5499451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5499458.000000 Penalty: 5103.236816
	Iteration 46Q: 3 clusters Score -5499458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5499463.500000 Penalty: 5103.236816
	Iteration 47Q: 3 clusters Score -5499464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5499457.000000 Penalty: 5103.236816
	Iteration 48Q: 3 clusters Score -5499457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5499463.000000 Penalty: 5103.236816
	Iteration 49Q: 3 clusters Score -5499463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5499470.500000 Penalty: 5103.236816
	Iteration 50Q: 3 clusters Score -5499470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5499473.000000 Penalty: 5103.236816
	Iteration 51Q: 3 clusters Score -5499473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5499484.500000 Penalty: 5103.236816
	Iteration 52Q: 3 clusters Score -5499484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5499490.000000 Penalty: 5103.236816
	Iteration 53Q: 3 clusters Score -5499490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5499491.500000 Penalty: 5103.236816
	Iteration 54Q: 3 clusters Score -5499492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5499490.000000 Penalty: 5103.236816
	Iteration 55Q: 3 clusters Score -5499490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5499499.500000 Penalty: 5103.236816
	Iteration 56Q: 3 clusters Score -5499500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5499493.500000 Penalty: 5103.236816
	Iteration 57Q: 3 clusters Score -5499494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5499500.500000 Penalty: 5103.236816
	Iteration 58Q: 3 clusters Score -5499500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5499504.500000 Penalty: 5103.236816
	Iteration 59Q: 3 clusters Score -5499504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5499508.000000 Penalty: 5103.236816
	Iteration 60F: 3 clusters Score -5499508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5499498.000000 Penalty: 5103.236816
	Iteration 61Q: 3 clusters Score -5499498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5499500.500000 Penalty: 5103.236816
	Iteration 62Q: 3 clusters Score -5499500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5499509.000000 Penalty: 5103.236816
	Iteration 63Q: 3 clusters Score -5499509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5499505.000000 Penalty: 5103.236816
	Iteration 64Q: 3 clusters Score -5499505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5499511.500000 Penalty: 5103.236816
	Iteration 65Q: 3 clusters Score -5499512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5499521.500000 Penalty: 5103.236816
	Iteration 66Q: 3 clusters Score -5499522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5499524.500000 Penalty: 5103.236816
	Iteration 67Q: 3 clusters Score -5499524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5499522.000000 Penalty: 5103.236816
	Iteration 68Q: 3 clusters Score -5499522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5499526.500000 Penalty: 5103.236816
	Iteration 69Q: 3 clusters Score -5499526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5499534.500000 Penalty: 5103.236816
	Iteration 70Q: 3 clusters Score -5499534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5499528.500000 Penalty: 5103.236816
	Iteration 71Q: 3 clusters Score -5499528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5499538.000000 Penalty: 5103.236816
	Iteration 72Q: 3 clusters Score -5499538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5499544.000000 Penalty: 5103.236816
	Iteration 73Q: 3 clusters Score -5499544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5499546.500000 Penalty: 5103.236816
	Iteration 74Q: 3 clusters Score -5499546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5499550.000000 Penalty: 5103.236816
	Iteration 75Q: 3 clusters Score -5499550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5499554.500000 Penalty: 5103.236816
	Iteration 76Q: 3 clusters Score -5499554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5499557.000000 Penalty: 5103.236816
	Iteration 77Q: 3 clusters Score -5499557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5499563.500000 Penalty: 5103.236816
	Iteration 78Q: 3 clusters Score -5499564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5499570.000000 Penalty: 5103.236816
	Iteration 79Q: 3 clusters Score -5499570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5499570.000000 Penalty: 5103.236816
	Iteration 80F: 3 clusters Score -5499570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5499566.500000 Penalty: 5103.236816
	Iteration 81Q: 3 clusters Score -5499566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5499570.000000 Penalty: 5103.236816
	Iteration 82Q: 3 clusters Score -5499570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5499571.500000 Penalty: 5103.236816
	Iteration 83Q: 3 clusters Score -5499572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5499568.000000 Penalty: 5103.236816
	Iteration 84Q: 3 clusters Score -5499568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5499570.500000 Penalty: 5103.236816
	Iteration 85Q: 3 clusters Score -5499570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5499568.000000 Penalty: 5103.236816
	Iteration 86Q: 3 clusters Score -5499568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5499568.500000 Penalty: 5103.236816
	Iteration 87Q: 3 clusters Score -5499568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5499573.500000 Penalty: 5103.236816
	Iteration 88Q: 3 clusters Score -5499574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5499571.000000 Penalty: 5103.236816
	Iteration 89Q: 3 clusters Score -5499571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5499574.000000 Penalty: 5103.236816
	Iteration 90Q: 3 clusters Score -5499574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5499583.000000 Penalty: 5103.236816
	Iteration 91Q: 3 clusters Score -5499583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5499583.000000 Penalty: 5103.236816
	Iteration 92Q: 3 clusters Score -5499583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5499586.500000 Penalty: 5103.236816
	Iteration 93Q: 3 clusters Score -5499586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5499586.000000 Penalty: 5103.236816
	Iteration 94Q: 3 clusters Score -5499586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5499581.500000 Penalty: 5103.236816
	Iteration 95Q: 3 clusters Score -5499582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5499586.500000 Penalty: 5103.236816
	Iteration 96Q: 3 clusters Score -5499586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5499585.500000 Penalty: 5103.236816
	Iteration 97Q: 3 clusters Score -5499586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5499585.500000 Penalty: 5103.236816
	Iteration 98Q: 3 clusters Score -5499586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5499590.500000 Penalty: 5103.236816
	Iteration 99Q: 3 clusters Score -5499590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5499590.500000 Penalty: 5103.236816
	Iteration 100F: 3 clusters Score -5499590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -88007.273438 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -88007.27 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 280 members 
Entering Unmasked Estep 
Score: -86605.164062 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -86605.16 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86989.914062 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -86989.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87144.148438 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -87144.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87200.671875 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -87200.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87243.226562 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -87243.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87282.710938 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -87282.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87314.796875 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -87314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87330.617188 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -87330.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87342.578125 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -87342.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87354.296875 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -87354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87361.117188 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -87361.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87361.117188 Penalty: 3125.189941
	Iteration 11F: 3 clusters Score -87361.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 141 members 
Entering Unmasked Estep 
Score: -46562.800781 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46562.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46668.527344 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46668.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46712.910156 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46712.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46737.046875 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46737.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46748.656250 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46748.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46759.992188 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46759.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46765.828125 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -46765.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46771.441406 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -46771.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46777.089844 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -46777.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46779.300781 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -46779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46779.300781 Penalty: 2822.418457
	Iteration 10F: 3 clusters Score -46779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Entering Unmasked Estep 
Score: -5006776.000000 Penalty: 2531.974365
	Iteration 0F: 2 clusters Score -5006776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4988398.000000 Penalty: 5063.948730
	Iteration 0F: 3 clusters Score -4988398 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4995059.000000 Penalty: 5063.948730
	Iteration 1F: 3 clusters Score -4995059 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4995520.000000 Penalty: 5063.948730
	Iteration 2Q: 3 clusters Score -4995520 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4996104.500000 Penalty: 5063.948730
	Iteration 3Q: 3 clusters Score -4996104 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4996692.500000 Penalty: 5063.948730
	Iteration 4Q: 3 clusters Score -4996692 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4997375.000000 Penalty: 5063.948730
	Iteration 5Q: 3 clusters Score -4997375 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4998223.500000 Penalty: 5063.948730
	Iteration 6F: 3 clusters Score -4998224 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4999250.500000 Penalty: 5063.948730
	Iteration 7F: 3 clusters Score -4999250 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5000480.000000 Penalty: 5063.948730
	Iteration 8F: 3 clusters Score -5000480 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -5001696.500000 Penalty: 5063.948730
	Iteration 9F: 3 clusters Score -5001696 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5002709.000000 Penalty: 5063.948730
	Iteration 10Q: 3 clusters Score -5002709 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5003335.000000 Penalty: 5063.948730
	Iteration 11Q: 3 clusters Score -5003335 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5003675.000000 Penalty: 5063.948730
	Iteration 12Q: 3 clusters Score -5003675 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5003884.500000 Penalty: 5063.948730
	Iteration 13Q: 3 clusters Score -5003884 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5004028.500000 Penalty: 5063.948730
	Iteration 14Q: 3 clusters Score -5004028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5004141.500000 Penalty: 5063.948730
	Iteration 15Q: 3 clusters Score -5004142 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5004226.000000 Penalty: 5063.948730
	Iteration 16Q: 3 clusters Score -5004226 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5004283.500000 Penalty: 5063.948730
	Iteration 17Q: 3 clusters Score -5004284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5004311.500000 Penalty: 5063.948730
	Iteration 18Q: 3 clusters Score -5004312 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5004368.000000 Penalty: 5063.948730
	Iteration 19Q: 3 clusters Score -5004368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5004377.000000 Penalty: 5063.948730
	Iteration 20F: 3 clusters Score -5004377 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5004387.500000 Penalty: 5063.948730
	Iteration 21Q: 3 clusters Score -5004388 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5004411.500000 Penalty: 5063.948730
	Iteration 22Q: 3 clusters Score -5004412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -5004436.500000 Penalty: 5063.948730
	Iteration 23Q: 3 clusters Score -5004436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -5004441.500000 Penalty: 5063.948730
	Iteration 24Q: 3 clusters Score -5004442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5004439.500000 Penalty: 5063.948730
	Iteration 25Q: 3 clusters Score -5004440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5004452.000000 Penalty: 5063.948730
	Iteration 26Q: 3 clusters Score -5004452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -5004461.500000 Penalty: 5063.948730
	Iteration 27Q: 3 clusters Score -5004462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -5004478.000000 Penalty: 5063.948730
	Iteration 28Q: 3 clusters Score -5004478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5004481.000000 Penalty: 5063.948730
	Iteration 29Q: 3 clusters Score -5004481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -5004489.500000 Penalty: 5063.948730
	Iteration 30Q: 3 clusters Score -5004490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5004501.000000 Penalty: 5063.948730
	Iteration 31Q: 3 clusters Score -5004501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5004525.500000 Penalty: 5063.948730
	Iteration 32Q: 3 clusters Score -5004526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5004553.000000 Penalty: 5063.948730
	Iteration 33Q: 3 clusters Score -5004553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5004551.500000 Penalty: 5063.948730
	Iteration 34Q: 3 clusters Score -5004552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5004572.000000 Penalty: 5063.948730
	Iteration 35Q: 3 clusters Score -5004572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5004568.000000 Penalty: 5063.948730
	Iteration 36Q: 3 clusters Score -5004568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -5004586.000000 Penalty: 5063.948730
	Iteration 37Q: 3 clusters Score -5004586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5004591.500000 Penalty: 5063.948730
	Iteration 38Q: 3 clusters Score -5004592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5004584.000000 Penalty: 5063.948730
	Iteration 39Q: 3 clusters Score -5004584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -5004604.500000 Penalty: 5063.948730
	Iteration 40F: 3 clusters Score -5004604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -5004606.000000 Penalty: 5063.948730
	Iteration 41Q: 3 clusters Score -5004606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -5004611.000000 Penalty: 5063.948730
	Iteration 42Q: 3 clusters Score -5004611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5004615.000000 Penalty: 5063.948730
	Iteration 43Q: 3 clusters Score -5004615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5004611.000000 Penalty: 5063.948730
	Iteration 44Q: 3 clusters Score -5004611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5004614.500000 Penalty: 5063.948730
	Iteration 45Q: 3 clusters Score -5004614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5004618.500000 Penalty: 5063.948730
	Iteration 46Q: 3 clusters Score -5004618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5004627.500000 Penalty: 5063.948730
	Iteration 47Q: 3 clusters Score -5004628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5004634.500000 Penalty: 5063.948730
	Iteration 48Q: 3 clusters Score -5004634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5004631.500000 Penalty: 5063.948730
	Iteration 49Q: 3 clusters Score -5004632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -5004632.000000 Penalty: 5063.948730
	Iteration 50Q: 3 clusters Score -5004632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5004629.000000 Penalty: 5063.948730
	Iteration 51Q: 3 clusters Score -5004629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -5004634.500000 Penalty: 5063.948730
	Iteration 52Q: 3 clusters Score -5004634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5004632.500000 Penalty: 5063.948730
	Iteration 53Q: 3 clusters Score -5004632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -5004636.500000 Penalty: 5063.948730
	Iteration 54Q: 3 clusters Score -5004636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5004635.500000 Penalty: 5063.948730
	Iteration 55Q: 3 clusters Score -5004636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5004640.000000 Penalty: 5063.948730
	Iteration 56Q: 3 clusters Score -5004640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5004633.500000 Penalty: 5063.948730
	Iteration 57Q: 3 clusters Score -5004634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5004642.000000 Penalty: 5063.948730
	Iteration 58Q: 3 clusters Score -5004642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5004645.000000 Penalty: 5063.948730
	Iteration 59Q: 3 clusters Score -5004645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5004646.500000 Penalty: 5063.948730
	Iteration 60F: 3 clusters Score -5004646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5004658.500000 Penalty: 5063.948730
	Iteration 61Q: 3 clusters Score -5004658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5004660.000000 Penalty: 5063.948730
	Iteration 62Q: 3 clusters Score -5004660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -5004667.500000 Penalty: 5063.948730
	Iteration 63Q: 3 clusters Score -5004668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -5004673.500000 Penalty: 5063.948730
	Iteration 64Q: 3 clusters Score -5004674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5004678.500000 Penalty: 5063.948730
	Iteration 65Q: 3 clusters Score -5004678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5004687.000000 Penalty: 5063.948730
	Iteration 66Q: 3 clusters Score -5004687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -5004693.000000 Penalty: 5063.948730
	Iteration 67Q: 3 clusters Score -5004693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5004685.000000 Penalty: 5063.948730
	Iteration 68Q: 3 clusters Score -5004685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5004683.000000 Penalty: 5063.948730
	Iteration 69Q: 3 clusters Score -5004683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -5004687.000000 Penalty: 5063.948730
	Iteration 70Q: 3 clusters Score -5004687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -5004688.500000 Penalty: 5063.948730
	Iteration 71Q: 3 clusters Score -5004688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -5004694.500000 Penalty: 5063.948730
	Iteration 72Q: 3 clusters Score -5004694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -5004694.000000 Penalty: 5063.948730
	Iteration 73Q: 3 clusters Score -5004694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5004696.500000 Penalty: 5063.948730
	Iteration 74Q: 3 clusters Score -5004696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -5004690.000000 Penalty: 5063.948730
	Iteration 75Q: 3 clusters Score -5004690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5004690.500000 Penalty: 5063.948730
	Iteration 76Q: 3 clusters Score -5004690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5004693.500000 Penalty: 5063.948730
	Iteration 77Q: 3 clusters Score -5004694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -5004690.000000 Penalty: 5063.948730
	Iteration 78Q: 3 clusters Score -5004690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5004687.500000 Penalty: 5063.948730
	Iteration 79Q: 3 clusters Score -5004688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5004686.000000 Penalty: 5063.948730
	Iteration 80F: 3 clusters Score -5004686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5004681.500000 Penalty: 5063.948730
	Iteration 81Q: 3 clusters Score -5004682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5004683.000000 Penalty: 5063.948730
	Iteration 82Q: 3 clusters Score -5004683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5004685.500000 Penalty: 5063.948730
	Iteration 83Q: 3 clusters Score -5004686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5004685.500000 Penalty: 5063.948730
	Iteration 84Q: 3 clusters Score -5004686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5004688.000000 Penalty: 5063.948730
	Iteration 85Q: 3 clusters Score -5004688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -5004693.000000 Penalty: 5063.948730
	Iteration 86Q: 3 clusters Score -5004693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5004700.000000 Penalty: 5063.948730
	Iteration 87Q: 3 clusters Score -5004700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5004693.000000 Penalty: 5063.948730
	Iteration 88Q: 3 clusters Score -5004693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5004678.500000 Penalty: 5063.948730
	Iteration 89Q: 3 clusters Score -5004678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5004682.500000 Penalty: 5063.948730
	Iteration 90Q: 3 clusters Score -5004682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5004673.000000 Penalty: 5063.948730
	Iteration 91Q: 3 clusters Score -5004673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -5004682.000000 Penalty: 5063.948730
	Iteration 92Q: 3 clusters Score -5004682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5004686.500000 Penalty: 5063.948730
	Iteration 93Q: 3 clusters Score -5004686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5004688.500000 Penalty: 5063.948730
	Iteration 94Q: 3 clusters Score -5004688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5004688.500000 Penalty: 5063.948730
	Iteration 95Q: 3 clusters Score -5004688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5004694.500000 Penalty: 5063.948730
	Iteration 96Q: 3 clusters Score -5004694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5004702.500000 Penalty: 5063.948730
	Iteration 97Q: 3 clusters Score -5004702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5004707.500000 Penalty: 5063.948730
	Iteration 98Q: 3 clusters Score -5004708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5004701.000000 Penalty: 5063.948730
	Iteration 99Q: 3 clusters Score -5004701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5004708.500000 Penalty: 5063.948730
	Iteration 100F: 3 clusters Score -5004708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5004717.000000 Penalty: 5063.948730
	Iteration 101Q: 3 clusters Score -5004717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5004715.000000 Penalty: 5063.948730
	Iteration 102Q: 3 clusters Score -5004715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5004717.000000 Penalty: 5063.948730
	Iteration 103Q: 3 clusters Score -5004717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5004721.500000 Penalty: 5063.948730
	Iteration 104Q: 3 clusters Score -5004722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -5004718.500000 Penalty: 5063.948730
	Iteration 105Q: 3 clusters Score -5004718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5004724.000000 Penalty: 5063.948730
	Iteration 106Q: 3 clusters Score -5004724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -5004729.000000 Penalty: 5063.948730
	Iteration 107Q: 3 clusters Score -5004729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5004723.000000 Penalty: 5063.948730
	Iteration 108Q: 3 clusters Score -5004723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -5004734.500000 Penalty: 5063.948730
	Iteration 109Q: 3 clusters Score -5004734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -5004728.500000 Penalty: 5063.948730
	Iteration 110Q: 3 clusters Score -5004728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5004729.500000 Penalty: 5063.948730
	Iteration 111Q: 3 clusters Score -5004730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -5004728.000000 Penalty: 5063.948730
	Iteration 112Q: 3 clusters Score -5004728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -5004727.500000 Penalty: 5063.948730
	Iteration 113Q: 3 clusters Score -5004728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -5004734.000000 Penalty: 5063.948730
	Iteration 114Q: 3 clusters Score -5004734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5004739.000000 Penalty: 5063.948730
	Iteration 115Q: 3 clusters Score -5004739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5004739.000000 Penalty: 5063.948730
	Iteration 116Q: 3 clusters Score -5004739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5004733.000000 Penalty: 5063.948730
	Iteration 117Q: 3 clusters Score -5004733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5004741.500000 Penalty: 5063.948730
	Iteration 118Q: 3 clusters Score -5004742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -5004741.500000 Penalty: 5063.948730
	Iteration 119Q: 3 clusters Score -5004742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -5004744.500000 Penalty: 5063.948730
	Iteration 120F: 3 clusters Score -5004744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5004748.500000 Penalty: 5063.948730
	Iteration 121Q: 3 clusters Score -5004748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5004751.000000 Penalty: 5063.948730
	Iteration 122Q: 3 clusters Score -5004751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5004753.000000 Penalty: 5063.948730
	Iteration 123Q: 3 clusters Score -5004753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -5004751.000000 Penalty: 5063.948730
	Iteration 124Q: 3 clusters Score -5004751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -5004750.500000 Penalty: 5063.948730
	Iteration 125Q: 3 clusters Score -5004750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5004753.000000 Penalty: 5063.948730
	Iteration 126Q: 3 clusters Score -5004753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5004752.500000 Penalty: 5063.948730
	Iteration 127Q: 3 clusters Score -5004752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -5004747.000000 Penalty: 5063.948730
	Iteration 128Q: 3 clusters Score -5004747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5004751.500000 Penalty: 5063.948730
	Iteration 129Q: 3 clusters Score -5004752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -5004750.000000 Penalty: 5063.948730
	Iteration 130Q: 3 clusters Score -5004750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5004748.500000 Penalty: 5063.948730
	Iteration 131Q: 3 clusters Score -5004748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5004748.000000 Penalty: 5063.948730
	Iteration 132Q: 3 clusters Score -5004748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5004749.000000 Penalty: 5063.948730
	Iteration 133Q: 3 clusters Score -5004749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5004754.000000 Penalty: 5063.948730
	Iteration 134Q: 3 clusters Score -5004754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -5004741.000000 Penalty: 5063.948730
	Iteration 135Q: 3 clusters Score -5004741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5004745.500000 Penalty: 5063.948730
	Iteration 136Q: 3 clusters Score -5004746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5004748.500000 Penalty: 5063.948730
	Iteration 137Q: 3 clusters Score -5004748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5004747.000000 Penalty: 5063.948730
	Iteration 138Q: 3 clusters Score -5004747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -5004744.500000 Penalty: 5063.948730
	Iteration 139Q: 3 clusters Score -5004744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -5004743.500000 Penalty: 5063.948730
	Iteration 140F: 3 clusters Score -5004744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5004746.500000 Penalty: 5063.948730
	Iteration 141Q: 3 clusters Score -5004746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5004746.500000 Penalty: 5063.948730
	Iteration 142F: 3 clusters Score -5004746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Entering Unmasked Estep 
Score: -6784000.500000 Penalty: 2603.682129
	Iteration 0F: 2 clusters Score -6784000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -6761226.500000 Penalty: 5207.364258
	Iteration 0F: 3 clusters Score -6761226 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -6770414.500000 Penalty: 5207.364258
	Iteration 1F: 3 clusters Score -6770414 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -6771046.000000 Penalty: 5207.364258
	Iteration 2Q: 3 clusters Score -6771046 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -6771732.500000 Penalty: 5207.364258
	Iteration 3Q: 3 clusters Score -6771732 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -6772570.500000 Penalty: 5207.364258
	Iteration 4F: 3 clusters Score -6772570 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6773655.500000 Penalty: 5207.364258
	Iteration 5F: 3 clusters Score -6773656 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -6774990.000000 Penalty: 5207.364258
	Iteration 6F: 3 clusters Score -6774990 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6776651.000000 Penalty: 5207.364258
	Iteration 7F: 3 clusters Score -6776651 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -6778290.000000 Penalty: 5207.364258
	Iteration 8F: 3 clusters Score -6778290 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -6779826.000000 Penalty: 5207.364258
	Iteration 9F: 3 clusters Score -6779826 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6780850.000000 Penalty: 5207.364258
	Iteration 10Q: 3 clusters Score -6780850 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6781445.000000 Penalty: 5207.364258
	Iteration 11Q: 3 clusters Score -6781445 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6781756.000000 Penalty: 5207.364258
	Iteration 12Q: 3 clusters Score -6781756 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6781897.500000 Penalty: 5207.364258
	Iteration 13Q: 3 clusters Score -6781898 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6781969.500000 Penalty: 5207.364258
	Iteration 14Q: 3 clusters Score -6781970 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6782028.500000 Penalty: 5207.364258
	Iteration 15Q: 3 clusters Score -6782028 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6782056.000000 Penalty: 5207.364258
	Iteration 16Q: 3 clusters Score -6782056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6782095.000000 Penalty: 5207.364258
	Iteration 17Q: 3 clusters Score -6782095 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6782114.000000 Penalty: 5207.364258
	Iteration 18Q: 3 clusters Score -6782114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6782118.000000 Penalty: 5207.364258
	Iteration 19Q: 3 clusters Score -6782118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6782141.500000 Penalty: 5207.364258
	Iteration 20F: 3 clusters Score -6782142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6782119.500000 Penalty: 5207.364258
	Iteration 21Q: 3 clusters Score -6782120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6782143.500000 Penalty: 5207.364258
	Iteration 22Q: 3 clusters Score -6782144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6782162.000000 Penalty: 5207.364258
	Iteration 23Q: 3 clusters Score -6782162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6782153.000000 Penalty: 5207.364258
	Iteration 24Q: 3 clusters Score -6782153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6782168.000000 Penalty: 5207.364258
	Iteration 25Q: 3 clusters Score -6782168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6782183.500000 Penalty: 5207.364258
	Iteration 26Q: 3 clusters Score -6782184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6782182.000000 Penalty: 5207.364258
	Iteration 27Q: 3 clusters Score -6782182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6782195.000000 Penalty: 5207.364258
	Iteration 28Q: 3 clusters Score -6782195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6782201.000000 Penalty: 5207.364258
	Iteration 29Q: 3 clusters Score -6782201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6782201.000000 Penalty: 5207.364258
	Iteration 30Q: 3 clusters Score -6782201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6782212.000000 Penalty: 5207.364258
	Iteration 31Q: 3 clusters Score -6782212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6782208.500000 Penalty: 5207.364258
	Iteration 32Q: 3 clusters Score -6782208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6782207.000000 Penalty: 5207.364258
	Iteration 33Q: 3 clusters Score -6782207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6782212.500000 Penalty: 5207.364258
	Iteration 34Q: 3 clusters Score -6782212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6782214.000000 Penalty: 5207.364258
	Iteration 35Q: 3 clusters Score -6782214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6782216.000000 Penalty: 5207.364258
	Iteration 36Q: 3 clusters Score -6782216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6782212.000000 Penalty: 5207.364258
	Iteration 37Q: 3 clusters Score -6782212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6782214.500000 Penalty: 5207.364258
	Iteration 38Q: 3 clusters Score -6782214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6782207.000000 Penalty: 5207.364258
	Iteration 39Q: 3 clusters Score -6782207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6782213.000000 Penalty: 5207.364258
	Iteration 40F: 3 clusters Score -6782213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6782218.000000 Penalty: 5207.364258
	Iteration 41Q: 3 clusters Score -6782218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6782217.000000 Penalty: 5207.364258
	Iteration 42Q: 3 clusters Score -6782217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6782217.000000 Penalty: 5207.364258
	Iteration 43F: 3 clusters Score -6782217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Entering Unmasked Estep 
Score: -3986965.750000 Penalty: 2473.584961
	Iteration 0F: 2 clusters Score -3986966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3973086.250000 Penalty: 4947.169922
	Iteration 0F: 3 clusters Score -3973086 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3977995.250000 Penalty: 4947.169922
	Iteration 1F: 3 clusters Score -3977995 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3978401.500000 Penalty: 4947.169922
	Iteration 2F: 3 clusters Score -3978402 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3978740.750000 Penalty: 4947.169922
	Iteration 3Q: 3 clusters Score -3978741 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3979040.250000 Penalty: 4947.169922
	Iteration 4Q: 3 clusters Score -3979040 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3979364.250000 Penalty: 4947.169922
	Iteration 5Q: 3 clusters Score -3979364 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3979740.000000 Penalty: 4947.169922
	Iteration 6Q: 3 clusters Score -3979740 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3980230.000000 Penalty: 4947.169922
	Iteration 7Q: 3 clusters Score -3980230 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3980879.000000 Penalty: 4947.169922
	Iteration 8F: 3 clusters Score -3980879 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3981779.000000 Penalty: 4947.169922
	Iteration 9F: 3 clusters Score -3981779 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3982814.750000 Penalty: 4947.169922
	Iteration 10F: 3 clusters Score -3982815 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3983674.000000 Penalty: 4947.169922
	Iteration 11F: 3 clusters Score -3983674 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3984170.500000 Penalty: 4947.169922
	Iteration 12Q: 3 clusters Score -3984170 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3984444.250000 Penalty: 4947.169922
	Iteration 13Q: 3 clusters Score -3984444 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3984617.250000 Penalty: 4947.169922
	Iteration 14Q: 3 clusters Score -3984617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3984718.750000 Penalty: 4947.169922
	Iteration 15Q: 3 clusters Score -3984719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3984787.750000 Penalty: 4947.169922
	Iteration 16Q: 3 clusters Score -3984788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3984825.250000 Penalty: 4947.169922
	Iteration 17Q: 3 clusters Score -3984825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3984859.000000 Penalty: 4947.169922
	Iteration 18Q: 3 clusters Score -3984859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3984868.000000 Penalty: 4947.169922
	Iteration 19Q: 3 clusters Score -3984868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3984880.000000 Penalty: 4947.169922
	Iteration 20F: 3 clusters Score -3984880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3984888.000000 Penalty: 4947.169922
	Iteration 21Q: 3 clusters Score -3984888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3984894.500000 Penalty: 4947.169922
	Iteration 22Q: 3 clusters Score -3984894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3984902.500000 Penalty: 4947.169922
	Iteration 23Q: 3 clusters Score -3984902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3984911.250000 Penalty: 4947.169922
	Iteration 24Q: 3 clusters Score -3984911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3984914.750000 Penalty: 4947.169922
	Iteration 25Q: 3 clusters Score -3984915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3984914.750000 Penalty: 4947.169922
	Iteration 26F: 3 clusters Score -3984915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Entering Unmasked Estep 
Score: -3812173.250000 Penalty: 2445.579102
	Iteration 0F: 2 clusters Score -3812173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3799653.500000 Penalty: 4891.158203
	Iteration 0F: 3 clusters Score -3799654 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3804047.000000 Penalty: 4891.158203
	Iteration 1F: 3 clusters Score -3804047 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3804368.750000 Penalty: 4891.158203
	Iteration 2F: 3 clusters Score -3804369 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3804608.250000 Penalty: 4891.158203
	Iteration 3Q: 3 clusters Score -3804608 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3804819.000000 Penalty: 4891.158203
	Iteration 4Q: 3 clusters Score -3804819 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3804991.250000 Penalty: 4891.158203
	Iteration 5Q: 3 clusters Score -3804991 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3805146.750000 Penalty: 4891.158203
	Iteration 6Q: 3 clusters Score -3805147 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -3805283.250000 Penalty: 4891.158203
	Iteration 7Q: 3 clusters Score -3805283 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3805411.500000 Penalty: 4891.158203
	Iteration 8Q: 3 clusters Score -3805412 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3805589.250000 Penalty: 4891.158203
	Iteration 9Q: 3 clusters Score -3805589 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3805763.250000 Penalty: 4891.158203
	Iteration 10Q: 3 clusters Score -3805763 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3805999.750000 Penalty: 4891.158203
	Iteration 11Q: 3 clusters Score -3806000 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3806423.500000 Penalty: 4891.158203
	Iteration 12Q: 3 clusters Score -3806424 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3807010.250000 Penalty: 4891.158203
	Iteration 13Q: 3 clusters Score -3807010 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3807894.750000 Penalty: 4891.158203
	Iteration 14F: 3 clusters Score -3807895 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3808653.750000 Penalty: 4891.158203
	Iteration 15F: 3 clusters Score -3808654 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3809130.750000 Penalty: 4891.158203
	Iteration 16Q: 3 clusters Score -3809131 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3809475.250000 Penalty: 4891.158203
	Iteration 17Q: 3 clusters Score -3809475 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3809684.500000 Penalty: 4891.158203
	Iteration 18Q: 3 clusters Score -3809684 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3809863.500000 Penalty: 4891.158203
	Iteration 19Q: 3 clusters Score -3809864 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3809984.000000 Penalty: 4891.158203
	Iteration 20F: 3 clusters Score -3809984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3810062.000000 Penalty: 4891.158203
	Iteration 21Q: 3 clusters Score -3810062 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3810100.250000 Penalty: 4891.158203
	Iteration 22Q: 3 clusters Score -3810100 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3810182.250000 Penalty: 4891.158203
	Iteration 23Q: 3 clusters Score -3810182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3810167.000000 Penalty: 4891.158203
	Iteration 24Q: 3 clusters Score -3810167 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3810170.750000 Penalty: 4891.158203
	Iteration 25Q: 3 clusters Score -3810171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3810181.750000 Penalty: 4891.158203
	Iteration 26Q: 3 clusters Score -3810182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3810212.250000 Penalty: 4891.158203
	Iteration 27Q: 3 clusters Score -3810212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3810240.500000 Penalty: 4891.158203
	Iteration 28Q: 3 clusters Score -3810240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3810234.250000 Penalty: 4891.158203
	Iteration 29Q: 3 clusters Score -3810234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3810230.500000 Penalty: 4891.158203
	Iteration 30Q: 3 clusters Score -3810230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3810211.250000 Penalty: 4891.158203
	Iteration 31Q: 3 clusters Score -3810211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3810230.750000 Penalty: 4891.158203
	Iteration 32Q: 3 clusters Score -3810231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3810219.000000 Penalty: 4891.158203
	Iteration 33Q: 3 clusters Score -3810219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3810224.500000 Penalty: 4891.158203
	Iteration 34Q: 3 clusters Score -3810224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3810229.250000 Penalty: 4891.158203
	Iteration 35Q: 3 clusters Score -3810229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3810227.250000 Penalty: 4891.158203
	Iteration 36Q: 3 clusters Score -3810227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3810219.500000 Penalty: 4891.158203
	Iteration 37Q: 3 clusters Score -3810220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3810215.500000 Penalty: 4891.158203
	Iteration 38Q: 3 clusters Score -3810216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3810211.250000 Penalty: 4891.158203
	Iteration 39Q: 3 clusters Score -3810211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3810223.250000 Penalty: 4891.158203
	Iteration 40F: 3 clusters Score -3810223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3810217.000000 Penalty: 4891.158203
	Iteration 41Q: 3 clusters Score -3810217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3810210.250000 Penalty: 4891.158203
	Iteration 42Q: 3 clusters Score -3810210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3810211.250000 Penalty: 4891.158203
	Iteration 43Q: 3 clusters Score -3810211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3810198.000000 Penalty: 4891.158203
	Iteration 44Q: 3 clusters Score -3810198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3810182.750000 Penalty: 4891.158203
	Iteration 45Q: 3 clusters Score -3810183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3810183.750000 Penalty: 4891.158203
	Iteration 46Q: 3 clusters Score -3810184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3810194.000000 Penalty: 4891.158203
	Iteration 47Q: 3 clusters Score -3810194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3810209.000000 Penalty: 4891.158203
	Iteration 48Q: 3 clusters Score -3810209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3810202.250000 Penalty: 4891.158203
	Iteration 49Q: 3 clusters Score -3810202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3810190.500000 Penalty: 4891.158203
	Iteration 50Q: 3 clusters Score -3810190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3810190.500000 Penalty: 4891.158203
	Iteration 51F: 3 clusters Score -3810190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -85096.648438 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -85096.65 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 268 members 
Entering Unmasked Estep 
Score: -83596.093750 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -83596.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83877.695312 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -83877.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -84061.085938 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -84061.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84198.890625 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -84198.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -84313.437500 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -84313.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -84393.898438 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -84393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84441.726562 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -84441.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84460.687500 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -84460.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84491.164062 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -84491.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84501.085938 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -84501.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84509.351562 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -84509.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84512.406250 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -84512.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84512.765625 Penalty: 3124.278809
	Iteration 12F: 3 clusters Score -84512.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84518.484375 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -84518.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84520.539062 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -84520.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84520.539062 Penalty: 3124.278809
	Iteration 15F: 3 clusters Score -84520.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -194373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -192348.437500 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -192348.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192675.984375 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -192676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -192855.359375 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -192855.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -193064.203125 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -193064.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -193202.031250 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -193202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -193284.640625 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -193284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -193357.078125 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -193357.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -193466.312500 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -193466.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193638.640625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -193638.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -193806.093750 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -193806.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -193967.343750 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -193967.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -194161.234375 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -194161.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -194348.593750 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -194348.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -194587.250000 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -194587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -194775.546875 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -194775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194820.234375 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -194820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -194820.234375 Penalty: 3483.342529
	Iteration 16F: 3 clusters Score -194820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 34772 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 19911 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29401 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 36269 members 
Mstep: Class 22 contains 21464 members 
Mstep: Class 23 contains 19172 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 19629 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18493 members 
Mstep: Class 30 contains 20541 members 
Mstep: Class 31 contains 24351 members 
Mstep: Class 32 contains 15670 members 
Mstep: Class 33 contains 20459 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
Score: -87208528.000000 Penalty: 110135.960938
Splitting cluster 25 changes total score from -87209472.000000 to -87208528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (18916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Entering Unmasked Estep 
Score: -3744841.000000 Penalty: 2442.245117
	Iteration 0F: 2 clusters Score -3744841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3732517.500000 Penalty: 4884.490234
	Iteration 0F: 3 clusters Score -3732518 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3736908.500000 Penalty: 4884.490234
	Iteration 1F: 3 clusters Score -3736908 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3737310.500000 Penalty: 4884.490234
	Iteration 2F: 3 clusters Score -3737310 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3737615.250000 Penalty: 4884.490234
	Iteration 3Q: 3 clusters Score -3737615 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3737877.000000 Penalty: 4884.490234
	Iteration 4Q: 3 clusters Score -3737877 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3738092.000000 Penalty: 4884.490234
	Iteration 5Q: 3 clusters Score -3738092 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3738289.250000 Penalty: 4884.490234
	Iteration 6Q: 3 clusters Score -3738289 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3738500.750000 Penalty: 4884.490234
	Iteration 7Q: 3 clusters Score -3738501 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -3738719.500000 Penalty: 4884.490234
	Iteration 8Q: 3 clusters Score -3738720 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3738969.250000 Penalty: 4884.490234
	Iteration 9Q: 3 clusters Score -3738969 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3739228.750000 Penalty: 4884.490234
	Iteration 10Q: 3 clusters Score -3739229 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3739500.250000 Penalty: 4884.490234
	Iteration 11Q: 3 clusters Score -3739500 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3739812.000000 Penalty: 4884.490234
	Iteration 12Q: 3 clusters Score -3739812 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3740120.750000 Penalty: 4884.490234
	Iteration 13Q: 3 clusters Score -3740121 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3740421.750000 Penalty: 4884.490234
	Iteration 14Q: 3 clusters Score -3740422 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3740730.500000 Penalty: 4884.490234
	Iteration 15Q: 3 clusters Score -3740730 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3740995.500000 Penalty: 4884.490234
	Iteration 16Q: 3 clusters Score -3740996 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3741261.750000 Penalty: 4884.490234
	Iteration 17Q: 3 clusters Score -3741262 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3741432.750000 Penalty: 4884.490234
	Iteration 18Q: 3 clusters Score -3741433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3741570.250000 Penalty: 4884.490234
	Iteration 19Q: 3 clusters Score -3741570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3741745.250000 Penalty: 4884.490234
	Iteration 20F: 3 clusters Score -3741745 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3741937.250000 Penalty: 4884.490234
	Iteration 21Q: 3 clusters Score -3741937 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3742118.500000 Penalty: 4884.490234
	Iteration 22Q: 3 clusters Score -3742118 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3742351.500000 Penalty: 4884.490234
	Iteration 23Q: 3 clusters Score -3742352 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3742591.000000 Penalty: 4884.490234
	Iteration 24Q: 3 clusters Score -3742591 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3742803.250000 Penalty: 4884.490234
	Iteration 25Q: 3 clusters Score -3742803 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3742975.000000 Penalty: 4884.490234
	Iteration 26Q: 3 clusters Score -3742975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3743086.750000 Penalty: 4884.490234
	Iteration 27Q: 3 clusters Score -3743087 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3743133.500000 Penalty: 4884.490234
	Iteration 28Q: 3 clusters Score -3743134 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -3743157.500000 Penalty: 4884.490234
	Iteration 29Q: 3 clusters Score -3743158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3743196.750000 Penalty: 4884.490234
	Iteration 30Q: 3 clusters Score -3743197 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3743165.250000 Penalty: 4884.490234
	Iteration 31Q: 3 clusters Score -3743165 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3743192.000000 Penalty: 4884.490234
	Iteration 32Q: 3 clusters Score -3743192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3743187.750000 Penalty: 4884.490234
	Iteration 33Q: 3 clusters Score -3743188 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3743216.750000 Penalty: 4884.490234
	Iteration 34Q: 3 clusters Score -3743217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3743202.500000 Penalty: 4884.490234
	Iteration 35Q: 3 clusters Score -3743202 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3743231.500000 Penalty: 4884.490234
	Iteration 36Q: 3 clusters Score -3743232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3743229.250000 Penalty: 4884.490234
	Iteration 37Q: 3 clusters Score -3743229 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3743236.250000 Penalty: 4884.490234
	Iteration 38Q: 3 clusters Score -3743236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3743235.250000 Penalty: 4884.490234
	Iteration 39Q: 3 clusters Score -3743235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3743313.500000 Penalty: 4884.490234
	Iteration 40F: 3 clusters Score -3743314 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3743344.750000 Penalty: 4884.490234
	Iteration 41Q: 3 clusters Score -3743345 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3743334.750000 Penalty: 4884.490234
	Iteration 42Q: 3 clusters Score -3743335 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3743349.000000 Penalty: 4884.490234
	Iteration 43Q: 3 clusters Score -3743349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3743348.500000 Penalty: 4884.490234
	Iteration 44Q: 3 clusters Score -3743348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3743336.750000 Penalty: 4884.490234
	Iteration 45Q: 3 clusters Score -3743337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3743334.750000 Penalty: 4884.490234
	Iteration 46Q: 3 clusters Score -3743335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3743323.750000 Penalty: 4884.490234
	Iteration 47Q: 3 clusters Score -3743324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3743325.250000 Penalty: 4884.490234
	Iteration 48Q: 3 clusters Score -3743325 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3743332.250000 Penalty: 4884.490234
	Iteration 49Q: 3 clusters Score -3743332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3743320.500000 Penalty: 4884.490234
	Iteration 50Q: 3 clusters Score -3743320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3743304.000000 Penalty: 4884.490234
	Iteration 51Q: 3 clusters Score -3743304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -3743307.750000 Penalty: 4884.490234
	Iteration 52Q: 3 clusters Score -3743308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3743308.250000 Penalty: 4884.490234
	Iteration 53Q: 3 clusters Score -3743308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3743298.500000 Penalty: 4884.490234
	Iteration 54Q: 3 clusters Score -3743298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3743308.000000 Penalty: 4884.490234
	Iteration 55Q: 3 clusters Score -3743308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3743289.500000 Penalty: 4884.490234
	Iteration 56Q: 3 clusters Score -3743290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3743296.750000 Penalty: 4884.490234
	Iteration 57Q: 3 clusters Score -3743297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3743280.000000 Penalty: 4884.490234
	Iteration 58Q: 3 clusters Score -3743280 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3743283.000000 Penalty: 4884.490234
	Iteration 59Q: 3 clusters Score -3743283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3743268.250000 Penalty: 4884.490234
	Iteration 60F: 3 clusters Score -3743268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3743286.750000 Penalty: 4884.490234
	Iteration 61Q: 3 clusters Score -3743287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3743285.000000 Penalty: 4884.490234
	Iteration 62Q: 3 clusters Score -3743285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3743271.500000 Penalty: 4884.490234
	Iteration 63Q: 3 clusters Score -3743272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3743271.750000 Penalty: 4884.490234
	Iteration 64Q: 3 clusters Score -3743272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3743283.500000 Penalty: 4884.490234
	Iteration 65Q: 3 clusters Score -3743284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3743284.250000 Penalty: 4884.490234
	Iteration 66Q: 3 clusters Score -3743284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -3743280.750000 Penalty: 4884.490234
	Iteration 67Q: 3 clusters Score -3743281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3743276.500000 Penalty: 4884.490234
	Iteration 68Q: 3 clusters Score -3743276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3743271.500000 Penalty: 4884.490234
	Iteration 69Q: 3 clusters Score -3743272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3743262.250000 Penalty: 4884.490234
	Iteration 70Q: 3 clusters Score -3743262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3743257.000000 Penalty: 4884.490234
	Iteration 71Q: 3 clusters Score -3743257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3743248.500000 Penalty: 4884.490234
	Iteration 72Q: 3 clusters Score -3743248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3743255.750000 Penalty: 4884.490234
	Iteration 73Q: 3 clusters Score -3743256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3743244.000000 Penalty: 4884.490234
	Iteration 74Q: 3 clusters Score -3743244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3743242.000000 Penalty: 4884.490234
	Iteration 75Q: 3 clusters Score -3743242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3743233.250000 Penalty: 4884.490234
	Iteration 76Q: 3 clusters Score -3743233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3743232.750000 Penalty: 4884.490234
	Iteration 77Q: 3 clusters Score -3743233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3743227.000000 Penalty: 4884.490234
	Iteration 78Q: 3 clusters Score -3743227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3743215.500000 Penalty: 4884.490234
	Iteration 79Q: 3 clusters Score -3743216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3743220.250000 Penalty: 4884.490234
	Iteration 80F: 3 clusters Score -3743220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3743221.750000 Penalty: 4884.490234
	Iteration 81Q: 3 clusters Score -3743222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3743224.750000 Penalty: 4884.490234
	Iteration 82Q: 3 clusters Score -3743225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3743226.500000 Penalty: 4884.490234
	Iteration 83Q: 3 clusters Score -3743226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3743222.000000 Penalty: 4884.490234
	Iteration 84Q: 3 clusters Score -3743222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3743222.750000 Penalty: 4884.490234
	Iteration 85Q: 3 clusters Score -3743223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3743227.250000 Penalty: 4884.490234
	Iteration 86Q: 3 clusters Score -3743227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3743221.500000 Penalty: 4884.490234
	Iteration 87Q: 3 clusters Score -3743222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3743217.000000 Penalty: 4884.490234
	Iteration 88Q: 3 clusters Score -3743217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3743215.750000 Penalty: 4884.490234
	Iteration 89Q: 3 clusters Score -3743216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3743218.750000 Penalty: 4884.490234
	Iteration 90Q: 3 clusters Score -3743219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3743223.500000 Penalty: 4884.490234
	Iteration 91Q: 3 clusters Score -3743224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3743219.500000 Penalty: 4884.490234
	Iteration 92Q: 3 clusters Score -3743220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3743229.750000 Penalty: 4884.490234
	Iteration 93Q: 3 clusters Score -3743230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3743227.250000 Penalty: 4884.490234
	Iteration 94Q: 3 clusters Score -3743227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3743228.000000 Penalty: 4884.490234
	Iteration 95Q: 3 clusters Score -3743228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3743229.500000 Penalty: 4884.490234
	Iteration 96Q: 3 clusters Score -3743230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3743223.250000 Penalty: 4884.490234
	Iteration 97Q: 3 clusters Score -3743223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3743217.750000 Penalty: 4884.490234
	Iteration 98Q: 3 clusters Score -3743218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3743222.000000 Penalty: 4884.490234
	Iteration 99Q: 3 clusters Score -3743222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3743221.750000 Penalty: 4884.490234
	Iteration 100F: 3 clusters Score -3743222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3743228.250000 Penalty: 4884.490234
	Iteration 101Q: 3 clusters Score -3743228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3743225.500000 Penalty: 4884.490234
	Iteration 102Q: 3 clusters Score -3743226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3743223.750000 Penalty: 4884.490234
	Iteration 103Q: 3 clusters Score -3743224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3743223.750000 Penalty: 4884.490234
	Iteration 104F: 3 clusters Score -3743224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Entering Unmasked Estep 
Score: -3711703.750000 Penalty: 2451.421387
	Iteration 0F: 2 clusters Score -3711704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3698160.750000 Penalty: 4902.842773
	Iteration 0F: 3 clusters Score -3698161 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3702918.000000 Penalty: 4902.842773
	Iteration 1F: 3 clusters Score -3702918 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3703441.750000 Penalty: 4902.842773
	Iteration 2F: 3 clusters Score -3703442 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -3704014.500000 Penalty: 4902.842773
	Iteration 3F: 3 clusters Score -3704014 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3704751.000000 Penalty: 4902.842773
	Iteration 4F: 3 clusters Score -3704751 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3705690.000000 Penalty: 4902.842773
	Iteration 5F: 3 clusters Score -3705690 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3706677.000000 Penalty: 4902.842773
	Iteration 6F: 3 clusters Score -3706677 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3707652.000000 Penalty: 4902.842773
	Iteration 7F: 3 clusters Score -3707652 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3708433.750000 Penalty: 4902.842773
	Iteration 8Q: 3 clusters Score -3708434 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3708925.750000 Penalty: 4902.842773
	Iteration 9Q: 3 clusters Score -3708926 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3709203.000000 Penalty: 4902.842773
	Iteration 10Q: 3 clusters Score -3709203 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3709369.750000 Penalty: 4902.842773
	Iteration 11Q: 3 clusters Score -3709370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3709450.250000 Penalty: 4902.842773
	Iteration 12Q: 3 clusters Score -3709450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3709522.000000 Penalty: 4902.842773
	Iteration 13Q: 3 clusters Score -3709522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3709556.500000 Penalty: 4902.842773
	Iteration 14Q: 3 clusters Score -3709556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3709575.250000 Penalty: 4902.842773
	Iteration 15Q: 3 clusters Score -3709575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3709597.500000 Penalty: 4902.842773
	Iteration 16Q: 3 clusters Score -3709598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3709602.250000 Penalty: 4902.842773
	Iteration 17Q: 3 clusters Score -3709602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3709612.000000 Penalty: 4902.842773
	Iteration 18Q: 3 clusters Score -3709612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3709614.500000 Penalty: 4902.842773
	Iteration 19Q: 3 clusters Score -3709614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3709612.500000 Penalty: 4902.842773
	Iteration 20F: 3 clusters Score -3709612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3709616.250000 Penalty: 4902.842773
	Iteration 21Q: 3 clusters Score -3709616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3709619.000000 Penalty: 4902.842773
	Iteration 22Q: 3 clusters Score -3709619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3709623.000000 Penalty: 4902.842773
	Iteration 23Q: 3 clusters Score -3709623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3709631.000000 Penalty: 4902.842773
	Iteration 24Q: 3 clusters Score -3709631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3709630.500000 Penalty: 4902.842773
	Iteration 25Q: 3 clusters Score -3709630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3709637.000000 Penalty: 4902.842773
	Iteration 26Q: 3 clusters Score -3709637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3709636.500000 Penalty: 4902.842773
	Iteration 27Q: 3 clusters Score -3709636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3709641.500000 Penalty: 4902.842773
	Iteration 28Q: 3 clusters Score -3709642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3709645.250000 Penalty: 4902.842773
	Iteration 29Q: 3 clusters Score -3709645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3709647.500000 Penalty: 4902.842773
	Iteration 30Q: 3 clusters Score -3709648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3709647.500000 Penalty: 4902.842773
	Iteration 31Q: 3 clusters Score -3709648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3709647.500000 Penalty: 4902.842773
	Iteration 32F: 3 clusters Score -3709648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -70703.742188 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -70703.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69411.242188 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -69411.24 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69633.390625 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -69633.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69683.281250 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -69683.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69722.398438 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -69722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69735.218750 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -69735.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69748.242188 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -69748.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69753.398438 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -69753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69767.984375 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -69767.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69772.000000 Penalty: 2990.026123
	Iteration 8Q: 3 clusters Score -69772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69773.085938 Penalty: 2990.026123
	Iteration 9Q: 3 clusters Score -69773.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69777.359375 Penalty: 2990.026123
	Iteration 10Q: 3 clusters Score -69777.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69777.359375 Penalty: 2990.026123
	Iteration 11F: 3 clusters Score -69777.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Entering Unmasked Estep 
Score: -3671450.250000 Penalty: 2436.636719
	Iteration 0F: 2 clusters Score -3671450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3658911.250000 Penalty: 4873.273438
	Iteration 0F: 3 clusters Score -3658911 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3663111.500000 Penalty: 4873.273438
	Iteration 1F: 3 clusters Score -3663112 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3663467.750000 Penalty: 4873.273438
	Iteration 2F: 3 clusters Score -3663468 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3663801.000000 Penalty: 4873.273438
	Iteration 3Q: 3 clusters Score -3663801 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3664140.250000 Penalty: 4873.273438
	Iteration 4F: 3 clusters Score -3664140 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3664422.750000 Penalty: 4873.273438
	Iteration 5Q: 3 clusters Score -3664423 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3664748.750000 Penalty: 4873.273438
	Iteration 6Q: 3 clusters Score -3664749 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3665038.750000 Penalty: 4873.273438
	Iteration 7Q: 3 clusters Score -3665039 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3665351.750000 Penalty: 4873.273438
	Iteration 8Q: 3 clusters Score -3665352 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3665627.750000 Penalty: 4873.273438
	Iteration 9Q: 3 clusters Score -3665628 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3665912.250000 Penalty: 4873.273438
	Iteration 10Q: 3 clusters Score -3665912 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3666113.500000 Penalty: 4873.273438
	Iteration 11Q: 3 clusters Score -3666114 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3666411.500000 Penalty: 4873.273438
	Iteration 12Q: 3 clusters Score -3666412 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3666705.250000 Penalty: 4873.273438
	Iteration 13Q: 3 clusters Score -3666705 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3666964.000000 Penalty: 4873.273438
	Iteration 14Q: 3 clusters Score -3666964 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3667221.000000 Penalty: 4873.273438
	Iteration 15Q: 3 clusters Score -3667221 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3667421.000000 Penalty: 4873.273438
	Iteration 16Q: 3 clusters Score -3667421 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3667584.000000 Penalty: 4873.273438
	Iteration 17Q: 3 clusters Score -3667584 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3667675.000000 Penalty: 4873.273438
	Iteration 18Q: 3 clusters Score -3667675 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3667793.000000 Penalty: 4873.273438
	Iteration 19Q: 3 clusters Score -3667793 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3667873.000000 Penalty: 4873.273438
	Iteration 20F: 3 clusters Score -3667873 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3668078.000000 Penalty: 4873.273438
	Iteration 21Q: 3 clusters Score -3668078 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3668261.500000 Penalty: 4873.273438
	Iteration 22Q: 3 clusters Score -3668262 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3668455.500000 Penalty: 4873.273438
	Iteration 23Q: 3 clusters Score -3668456 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3668579.750000 Penalty: 4873.273438
	Iteration 24Q: 3 clusters Score -3668580 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3668753.750000 Penalty: 4873.273438
	Iteration 25Q: 3 clusters Score -3668754 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3668896.500000 Penalty: 4873.273438
	Iteration 26Q: 3 clusters Score -3668896 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3668980.750000 Penalty: 4873.273438
	Iteration 27Q: 3 clusters Score -3668981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3669088.750000 Penalty: 4873.273438
	Iteration 28Q: 3 clusters Score -3669089 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3669174.000000 Penalty: 4873.273438
	Iteration 29Q: 3 clusters Score -3669174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3669206.000000 Penalty: 4873.273438
	Iteration 30Q: 3 clusters Score -3669206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3669240.000000 Penalty: 4873.273438
	Iteration 31Q: 3 clusters Score -3669240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3669242.000000 Penalty: 4873.273438
	Iteration 32Q: 3 clusters Score -3669242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3669255.250000 Penalty: 4873.273438
	Iteration 33Q: 3 clusters Score -3669255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3669282.500000 Penalty: 4873.273438
	Iteration 34Q: 3 clusters Score -3669282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3669288.500000 Penalty: 4873.273438
	Iteration 35Q: 3 clusters Score -3669288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3669293.000000 Penalty: 4873.273438
	Iteration 36Q: 3 clusters Score -3669293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3669310.500000 Penalty: 4873.273438
	Iteration 37Q: 3 clusters Score -3669310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3669319.500000 Penalty: 4873.273438
	Iteration 38Q: 3 clusters Score -3669320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3669314.500000 Penalty: 4873.273438
	Iteration 39Q: 3 clusters Score -3669314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3669320.000000 Penalty: 4873.273438
	Iteration 40F: 3 clusters Score -3669320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3669331.500000 Penalty: 4873.273438
	Iteration 41Q: 3 clusters Score -3669332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3669326.500000 Penalty: 4873.273438
	Iteration 42Q: 3 clusters Score -3669326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3669333.750000 Penalty: 4873.273438
	Iteration 43Q: 3 clusters Score -3669334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3669334.500000 Penalty: 4873.273438
	Iteration 44Q: 3 clusters Score -3669334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3669329.750000 Penalty: 4873.273438
	Iteration 45Q: 3 clusters Score -3669330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3669342.250000 Penalty: 4873.273438
	Iteration 46Q: 3 clusters Score -3669342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3669331.500000 Penalty: 4873.273438
	Iteration 47Q: 3 clusters Score -3669332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3669325.250000 Penalty: 4873.273438
	Iteration 48Q: 3 clusters Score -3669325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3669323.750000 Penalty: 4873.273438
	Iteration 49Q: 3 clusters Score -3669324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3669333.250000 Penalty: 4873.273438
	Iteration 50Q: 3 clusters Score -3669333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3669333.500000 Penalty: 4873.273438
	Iteration 51Q: 3 clusters Score -3669334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3669325.000000 Penalty: 4873.273438
	Iteration 52Q: 3 clusters Score -3669325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3669317.250000 Penalty: 4873.273438
	Iteration 53Q: 3 clusters Score -3669317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3669322.250000 Penalty: 4873.273438
	Iteration 54Q: 3 clusters Score -3669322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3669331.500000 Penalty: 4873.273438
	Iteration 55Q: 3 clusters Score -3669332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3669335.000000 Penalty: 4873.273438
	Iteration 56Q: 3 clusters Score -3669335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -3669344.250000 Penalty: 4873.273438
	Iteration 57Q: 3 clusters Score -3669344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3669349.250000 Penalty: 4873.273438
	Iteration 58Q: 3 clusters Score -3669349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3669341.500000 Penalty: 4873.273438
	Iteration 59Q: 3 clusters Score -3669342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3669349.250000 Penalty: 4873.273438
	Iteration 60F: 3 clusters Score -3669349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Entering Unmasked Estep 
Score: -4069411.750000 Penalty: 2462.684082
	Iteration 0F: 2 clusters Score -4069412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4057546.250000 Penalty: 4925.368164
	Iteration 0F: 3 clusters Score -4057546 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4062224.000000 Penalty: 4925.368164
	Iteration 1F: 3 clusters Score -4062224 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4062547.750000 Penalty: 4925.368164
	Iteration 2F: 3 clusters Score -4062548 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4062784.500000 Penalty: 4925.368164
	Iteration 3F: 3 clusters Score -4062784 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -4062993.250000 Penalty: 4925.368164
	Iteration 4F: 3 clusters Score -4062993 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -4063194.750000 Penalty: 4925.368164
	Iteration 5F: 3 clusters Score -4063195 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4063530.750000 Penalty: 4925.368164
	Iteration 6F: 3 clusters Score -4063531 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4063994.750000 Penalty: 4925.368164
	Iteration 7F: 3 clusters Score -4063995 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4064745.000000 Penalty: 4925.368164
	Iteration 8F: 3 clusters Score -4064745 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4065994.000000 Penalty: 4925.368164
	Iteration 9F: 3 clusters Score -4065994 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4067509.250000 Penalty: 4925.368164
	Iteration 10F: 3 clusters Score -4067509 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4068321.500000 Penalty: 4925.368164
	Iteration 11F: 3 clusters Score -4068322 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4068732.000000 Penalty: 4925.368164
	Iteration 12Q: 3 clusters Score -4068732 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4068880.250000 Penalty: 4925.368164
	Iteration 13Q: 3 clusters Score -4068880 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4069022.750000 Penalty: 4925.368164
	Iteration 14Q: 3 clusters Score -4069023 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4069063.250000 Penalty: 4925.368164
	Iteration 15Q: 3 clusters Score -4069063 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4069117.500000 Penalty: 4925.368164
	Iteration 16Q: 3 clusters Score -4069118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4069165.000000 Penalty: 4925.368164
	Iteration 17Q: 3 clusters Score -4069165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -4069178.000000 Penalty: 4925.368164
	Iteration 18Q: 3 clusters Score -4069178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4069235.500000 Penalty: 4925.368164
	Iteration 19Q: 3 clusters Score -4069236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4069241.500000 Penalty: 4925.368164
	Iteration 20F: 3 clusters Score -4069242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4069233.750000 Penalty: 4925.368164
	Iteration 21Q: 3 clusters Score -4069234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4069223.750000 Penalty: 4925.368164
	Iteration 22Q: 3 clusters Score -4069224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4069213.250000 Penalty: 4925.368164
	Iteration 23Q: 3 clusters Score -4069213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4069209.500000 Penalty: 4925.368164
	Iteration 24Q: 3 clusters Score -4069210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4069213.750000 Penalty: 4925.368164
	Iteration 25Q: 3 clusters Score -4069214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4069204.000000 Penalty: 4925.368164
	Iteration 26Q: 3 clusters Score -4069204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4069193.750000 Penalty: 4925.368164
	Iteration 27Q: 3 clusters Score -4069194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4069203.250000 Penalty: 4925.368164
	Iteration 28Q: 3 clusters Score -4069203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4069194.500000 Penalty: 4925.368164
	Iteration 29Q: 3 clusters Score -4069194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -4069187.750000 Penalty: 4925.368164
	Iteration 30Q: 3 clusters Score -4069188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4069187.750000 Penalty: 4925.368164
	Iteration 31Q: 3 clusters Score -4069188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4069187.750000 Penalty: 4925.368164
	Iteration 32F: 3 clusters Score -4069188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Entering Unmasked Estep 
Score: -4541258.000000 Penalty: 2504.881348
	Iteration 0F: 2 clusters Score -4541258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4527411.000000 Penalty: 5009.762695
	Iteration 0F: 3 clusters Score -4527411 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4533158.000000 Penalty: 5009.762695
	Iteration 1F: 3 clusters Score -4533158 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4533566.000000 Penalty: 5009.762695
	Iteration 2F: 3 clusters Score -4533566 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -4533911.500000 Penalty: 5009.762695
	Iteration 3Q: 3 clusters Score -4533912 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4534207.500000 Penalty: 5009.762695
	Iteration 4Q: 3 clusters Score -4534208 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4534452.500000 Penalty: 5009.762695
	Iteration 5Q: 3 clusters Score -4534452 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4534678.000000 Penalty: 5009.762695
	Iteration 6Q: 3 clusters Score -4534678 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4534917.500000 Penalty: 5009.762695
	Iteration 7Q: 3 clusters Score -4534918 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4535106.000000 Penalty: 5009.762695
	Iteration 8Q: 3 clusters Score -4535106 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4535348.500000 Penalty: 5009.762695
	Iteration 9Q: 3 clusters Score -4535348 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4535571.500000 Penalty: 5009.762695
	Iteration 10Q: 3 clusters Score -4535572 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4535898.000000 Penalty: 5009.762695
	Iteration 11Q: 3 clusters Score -4535898 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4536260.500000 Penalty: 5009.762695
	Iteration 12Q: 3 clusters Score -4536260 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4536766.000000 Penalty: 5009.762695
	Iteration 13Q: 3 clusters Score -4536766 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4537370.500000 Penalty: 5009.762695
	Iteration 14Q: 3 clusters Score -4537370 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -4537817.500000 Penalty: 5009.762695
	Iteration 15Q: 3 clusters Score -4537818 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4538149.000000 Penalty: 5009.762695
	Iteration 16Q: 3 clusters Score -4538149 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4538284.000000 Penalty: 5009.762695
	Iteration 17Q: 3 clusters Score -4538284 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4538353.500000 Penalty: 5009.762695
	Iteration 18Q: 3 clusters Score -4538354 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4538403.000000 Penalty: 5009.762695
	Iteration 19Q: 3 clusters Score -4538403 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4538444.500000 Penalty: 5009.762695
	Iteration 20F: 3 clusters Score -4538444 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4538480.500000 Penalty: 5009.762695
	Iteration 21Q: 3 clusters Score -4538480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -4538497.500000 Penalty: 5009.762695
	Iteration 22Q: 3 clusters Score -4538498 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4538516.500000 Penalty: 5009.762695
	Iteration 23Q: 3 clusters Score -4538516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4538532.000000 Penalty: 5009.762695
	Iteration 24Q: 3 clusters Score -4538532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4538553.500000 Penalty: 5009.762695
	Iteration 25Q: 3 clusters Score -4538554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4538579.000000 Penalty: 5009.762695
	Iteration 26Q: 3 clusters Score -4538579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4538585.000000 Penalty: 5009.762695
	Iteration 27Q: 3 clusters Score -4538585 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4538617.500000 Penalty: 5009.762695
	Iteration 28Q: 3 clusters Score -4538618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4538640.500000 Penalty: 5009.762695
	Iteration 29Q: 3 clusters Score -4538640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4538635.000000 Penalty: 5009.762695
	Iteration 30Q: 3 clusters Score -4538635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4538646.000000 Penalty: 5009.762695
	Iteration 31Q: 3 clusters Score -4538646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4538659.500000 Penalty: 5009.762695
	Iteration 32Q: 3 clusters Score -4538660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4538680.500000 Penalty: 5009.762695
	Iteration 33Q: 3 clusters Score -4538680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4538682.000000 Penalty: 5009.762695
	Iteration 34Q: 3 clusters Score -4538682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4538709.000000 Penalty: 5009.762695
	Iteration 35Q: 3 clusters Score -4538709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4538718.000000 Penalty: 5009.762695
	Iteration 36Q: 3 clusters Score -4538718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4538721.500000 Penalty: 5009.762695
	Iteration 37Q: 3 clusters Score -4538722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4538725.500000 Penalty: 5009.762695
	Iteration 38Q: 3 clusters Score -4538726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4538727.000000 Penalty: 5009.762695
	Iteration 39Q: 3 clusters Score -4538727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -4538733.000000 Penalty: 5009.762695
	Iteration 40F: 3 clusters Score -4538733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4538734.500000 Penalty: 5009.762695
	Iteration 41Q: 3 clusters Score -4538734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4538738.000000 Penalty: 5009.762695
	Iteration 42Q: 3 clusters Score -4538738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4538736.500000 Penalty: 5009.762695
	Iteration 43Q: 3 clusters Score -4538736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4538749.000000 Penalty: 5009.762695
	Iteration 44Q: 3 clusters Score -4538749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4538763.500000 Penalty: 5009.762695
	Iteration 45Q: 3 clusters Score -4538764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4538775.500000 Penalty: 5009.762695
	Iteration 46Q: 3 clusters Score -4538776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4538764.500000 Penalty: 5009.762695
	Iteration 47Q: 3 clusters Score -4538764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4538765.000000 Penalty: 5009.762695
	Iteration 48Q: 3 clusters Score -4538765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4538761.500000 Penalty: 5009.762695
	Iteration 49Q: 3 clusters Score -4538762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4538768.000000 Penalty: 5009.762695
	Iteration 50Q: 3 clusters Score -4538768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4538770.500000 Penalty: 5009.762695
	Iteration 51Q: 3 clusters Score -4538770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4538775.500000 Penalty: 5009.762695
	Iteration 52Q: 3 clusters Score -4538776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4538808.500000 Penalty: 5009.762695
	Iteration 53Q: 3 clusters Score -4538808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4538828.500000 Penalty: 5009.762695
	Iteration 54Q: 3 clusters Score -4538828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4538831.000000 Penalty: 5009.762695
	Iteration 55Q: 3 clusters Score -4538831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4538831.500000 Penalty: 5009.762695
	Iteration 56Q: 3 clusters Score -4538832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4538833.000000 Penalty: 5009.762695
	Iteration 57Q: 3 clusters Score -4538833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4538840.500000 Penalty: 5009.762695
	Iteration 58Q: 3 clusters Score -4538840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4538847.000000 Penalty: 5009.762695
	Iteration 59Q: 3 clusters Score -4538847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4538849.000000 Penalty: 5009.762695
	Iteration 60F: 3 clusters Score -4538849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -4538857.500000 Penalty: 5009.762695
	Iteration 61Q: 3 clusters Score -4538858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4538865.000000 Penalty: 5009.762695
	Iteration 62Q: 3 clusters Score -4538865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4538877.000000 Penalty: 5009.762695
	Iteration 63Q: 3 clusters Score -4538877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4538877.500000 Penalty: 5009.762695
	Iteration 64Q: 3 clusters Score -4538878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -4538893.000000 Penalty: 5009.762695
	Iteration 65Q: 3 clusters Score -4538893 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4538908.500000 Penalty: 5009.762695
	Iteration 66Q: 3 clusters Score -4538908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4538908.500000 Penalty: 5009.762695
	Iteration 67Q: 3 clusters Score -4538908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4538911.000000 Penalty: 5009.762695
	Iteration 68Q: 3 clusters Score -4538911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4538902.500000 Penalty: 5009.762695
	Iteration 69Q: 3 clusters Score -4538902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4538915.000000 Penalty: 5009.762695
	Iteration 70Q: 3 clusters Score -4538915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4538931.500000 Penalty: 5009.762695
	Iteration 71Q: 3 clusters Score -4538932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4538945.500000 Penalty: 5009.762695
	Iteration 72Q: 3 clusters Score -4538946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4538964.000000 Penalty: 5009.762695
	Iteration 73Q: 3 clusters Score -4538964 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4538975.500000 Penalty: 5009.762695
	Iteration 74Q: 3 clusters Score -4538976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4538988.000000 Penalty: 5009.762695
	Iteration 75Q: 3 clusters Score -4538988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -4538992.000000 Penalty: 5009.762695
	Iteration 76Q: 3 clusters Score -4538992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4539005.500000 Penalty: 5009.762695
	Iteration 77Q: 3 clusters Score -4539006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -4539031.000000 Penalty: 5009.762695
	Iteration 78Q: 3 clusters Score -4539031 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4539062.000000 Penalty: 5009.762695
	Iteration 79Q: 3 clusters Score -4539062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4539080.000000 Penalty: 5009.762695
	Iteration 80F: 3 clusters Score -4539080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4539100.000000 Penalty: 5009.762695
	Iteration 81Q: 3 clusters Score -4539100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4539118.000000 Penalty: 5009.762695
	Iteration 82Q: 3 clusters Score -4539118 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4539156.000000 Penalty: 5009.762695
	Iteration 83Q: 3 clusters Score -4539156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4539180.000000 Penalty: 5009.762695
	Iteration 84Q: 3 clusters Score -4539180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4539209.000000 Penalty: 5009.762695
	Iteration 85Q: 3 clusters Score -4539209 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4539219.500000 Penalty: 5009.762695
	Iteration 86Q: 3 clusters Score -4539220 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4539261.500000 Penalty: 5009.762695
	Iteration 87Q: 3 clusters Score -4539262 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4539296.500000 Penalty: 5009.762695
	Iteration 88Q: 3 clusters Score -4539296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4539327.500000 Penalty: 5009.762695
	Iteration 89Q: 3 clusters Score -4539328 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4539346.000000 Penalty: 5009.762695
	Iteration 90Q: 3 clusters Score -4539346 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4539377.000000 Penalty: 5009.762695
	Iteration 91Q: 3 clusters Score -4539377 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4539383.000000 Penalty: 5009.762695
	Iteration 92Q: 3 clusters Score -4539383 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4539428.000000 Penalty: 5009.762695
	Iteration 93Q: 3 clusters Score -4539428 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4539442.000000 Penalty: 5009.762695
	Iteration 94Q: 3 clusters Score -4539442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4539462.500000 Penalty: 5009.762695
	Iteration 95Q: 3 clusters Score -4539462 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4539444.000000 Penalty: 5009.762695
	Iteration 96Q: 3 clusters Score -4539444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4539466.500000 Penalty: 5009.762695
	Iteration 97Q: 3 clusters Score -4539466 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4539465.000000 Penalty: 5009.762695
	Iteration 98Q: 3 clusters Score -4539465 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4539465.000000 Penalty: 5009.762695
	Iteration 99Q: 3 clusters Score -4539465 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4539442.000000 Penalty: 5009.762695
	Iteration 100F: 3 clusters Score -4539442 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4539450.000000 Penalty: 5009.762695
	Iteration 101Q: 3 clusters Score -4539450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4539439.500000 Penalty: 5009.762695
	Iteration 102Q: 3 clusters Score -4539440 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4539425.000000 Penalty: 5009.762695
	Iteration 103Q: 3 clusters Score -4539425 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4539439.000000 Penalty: 5009.762695
	Iteration 104Q: 3 clusters Score -4539439 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4539413.000000 Penalty: 5009.762695
	Iteration 105Q: 3 clusters Score -4539413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4539439.500000 Penalty: 5009.762695
	Iteration 106Q: 3 clusters Score -4539440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4539443.500000 Penalty: 5009.762695
	Iteration 107Q: 3 clusters Score -4539444 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4539460.000000 Penalty: 5009.762695
	Iteration 108Q: 3 clusters Score -4539460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4539441.000000 Penalty: 5009.762695
	Iteration 109Q: 3 clusters Score -4539441 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4539444.000000 Penalty: 5009.762695
	Iteration 110Q: 3 clusters Score -4539444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4539422.000000 Penalty: 5009.762695
	Iteration 111Q: 3 clusters Score -4539422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4539415.000000 Penalty: 5009.762695
	Iteration 112Q: 3 clusters Score -4539415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4539410.500000 Penalty: 5009.762695
	Iteration 113Q: 3 clusters Score -4539410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4539407.500000 Penalty: 5009.762695
	Iteration 114Q: 3 clusters Score -4539408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4539416.000000 Penalty: 5009.762695
	Iteration 115Q: 3 clusters Score -4539416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4539416.000000 Penalty: 5009.762695
	Iteration 116Q: 3 clusters Score -4539416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4539432.000000 Penalty: 5009.762695
	Iteration 117Q: 3 clusters Score -4539432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4539410.000000 Penalty: 5009.762695
	Iteration 118Q: 3 clusters Score -4539410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4539410.500000 Penalty: 5009.762695
	Iteration 119Q: 3 clusters Score -4539410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4539414.000000 Penalty: 5009.762695
	Iteration 120F: 3 clusters Score -4539414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4539402.000000 Penalty: 5009.762695
	Iteration 121Q: 3 clusters Score -4539402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -4539400.000000 Penalty: 5009.762695
	Iteration 122Q: 3 clusters Score -4539400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4539401.000000 Penalty: 5009.762695
	Iteration 123Q: 3 clusters Score -4539401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4539409.500000 Penalty: 5009.762695
	Iteration 124Q: 3 clusters Score -4539410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 125Q: 3 clusters Score -4539406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4539424.500000 Penalty: 5009.762695
	Iteration 126Q: 3 clusters Score -4539424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -4539416.500000 Penalty: 5009.762695
	Iteration 127Q: 3 clusters Score -4539416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4539404.500000 Penalty: 5009.762695
	Iteration 128Q: 3 clusters Score -4539404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4539402.000000 Penalty: 5009.762695
	Iteration 129Q: 3 clusters Score -4539402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4539398.500000 Penalty: 5009.762695
	Iteration 130Q: 3 clusters Score -4539398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4539401.000000 Penalty: 5009.762695
	Iteration 131Q: 3 clusters Score -4539401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -4539388.000000 Penalty: 5009.762695
	Iteration 132Q: 3 clusters Score -4539388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4539381.000000 Penalty: 5009.762695
	Iteration 133Q: 3 clusters Score -4539381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4539388.000000 Penalty: 5009.762695
	Iteration 134Q: 3 clusters Score -4539388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4539395.000000 Penalty: 5009.762695
	Iteration 135Q: 3 clusters Score -4539395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4539396.000000 Penalty: 5009.762695
	Iteration 136Q: 3 clusters Score -4539396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4539397.500000 Penalty: 5009.762695
	Iteration 137Q: 3 clusters Score -4539398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4539405.500000 Penalty: 5009.762695
	Iteration 138Q: 3 clusters Score -4539406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4539410.500000 Penalty: 5009.762695
	Iteration 139Q: 3 clusters Score -4539410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -4539410.500000 Penalty: 5009.762695
	Iteration 140F: 3 clusters Score -4539410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4539409.500000 Penalty: 5009.762695
	Iteration 141Q: 3 clusters Score -4539410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -4539398.500000 Penalty: 5009.762695
	Iteration 142Q: 3 clusters Score -4539398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4539404.000000 Penalty: 5009.762695
	Iteration 143Q: 3 clusters Score -4539404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4539398.000000 Penalty: 5009.762695
	Iteration 144Q: 3 clusters Score -4539398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4539399.500000 Penalty: 5009.762695
	Iteration 145Q: 3 clusters Score -4539400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4539403.500000 Penalty: 5009.762695
	Iteration 146Q: 3 clusters Score -4539404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4539401.000000 Penalty: 5009.762695
	Iteration 147Q: 3 clusters Score -4539401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4539406.000000 Penalty: 5009.762695
	Iteration 148Q: 3 clusters Score -4539406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 149Q: 3 clusters Score -4539406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4539409.500000 Penalty: 5009.762695
	Iteration 150Q: 3 clusters Score -4539410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4539407.500000 Penalty: 5009.762695
	Iteration 151Q: 3 clusters Score -4539408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4539407.500000 Penalty: 5009.762695
	Iteration 152Q: 3 clusters Score -4539408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4539406.000000 Penalty: 5009.762695
	Iteration 153Q: 3 clusters Score -4539406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 154Q: 3 clusters Score -4539406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4539407.500000 Penalty: 5009.762695
	Iteration 155Q: 3 clusters Score -4539408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4539408.000000 Penalty: 5009.762695
	Iteration 156Q: 3 clusters Score -4539408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4539402.000000 Penalty: 5009.762695
	Iteration 157Q: 3 clusters Score -4539402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4539406.000000 Penalty: 5009.762695
	Iteration 158Q: 3 clusters Score -4539406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4539406.000000 Penalty: 5009.762695
	Iteration 159Q: 3 clusters Score -4539406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 160F: 3 clusters Score -4539406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4539397.500000 Penalty: 5009.762695
	Iteration 161Q: 3 clusters Score -4539398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -4539400.000000 Penalty: 5009.762695
	Iteration 162Q: 3 clusters Score -4539400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4539398.500000 Penalty: 5009.762695
	Iteration 163Q: 3 clusters Score -4539398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 164Q: 3 clusters Score -4539406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4539406.500000 Penalty: 5009.762695
	Iteration 165Q: 3 clusters Score -4539406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4539405.000000 Penalty: 5009.762695
	Iteration 166Q: 3 clusters Score -4539405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4539404.000000 Penalty: 5009.762695
	Iteration 167Q: 3 clusters Score -4539404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4539404.000000 Penalty: 5009.762695
	Iteration 168F: 3 clusters Score -4539404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Entering Unmasked Estep 
Score: -3116264.250000 Penalty: 2395.556641
	Iteration 0F: 2 clusters Score -3116264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3105284.500000 Penalty: 4791.113281
	Iteration 0F: 3 clusters Score -3105284 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3108877.750000 Penalty: 4791.113281
	Iteration 1F: 3 clusters Score -3108878 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3109262.750000 Penalty: 4791.113281
	Iteration 2F: 3 clusters Score -3109263 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3109562.500000 Penalty: 4791.113281
	Iteration 3F: 3 clusters Score -3109562 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3109849.500000 Penalty: 4791.113281
	Iteration 4Q: 3 clusters Score -3109850 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3110088.750000 Penalty: 4791.113281
	Iteration 5Q: 3 clusters Score -3110089 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3110336.250000 Penalty: 4791.113281
	Iteration 6Q: 3 clusters Score -3110336 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3110525.500000 Penalty: 4791.113281
	Iteration 7Q: 3 clusters Score -3110526 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3110725.000000 Penalty: 4791.113281
	Iteration 8Q: 3 clusters Score -3110725 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3110901.750000 Penalty: 4791.113281
	Iteration 9Q: 3 clusters Score -3110902 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3111077.750000 Penalty: 4791.113281
	Iteration 10Q: 3 clusters Score -3111078 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3111291.250000 Penalty: 4791.113281
	Iteration 11Q: 3 clusters Score -3111291 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3111528.750000 Penalty: 4791.113281
	Iteration 12Q: 3 clusters Score -3111529 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3111779.500000 Penalty: 4791.113281
	Iteration 13Q: 3 clusters Score -3111780 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3112053.250000 Penalty: 4791.113281
	Iteration 14Q: 3 clusters Score -3112053 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3112376.750000 Penalty: 4791.113281
	Iteration 15Q: 3 clusters Score -3112377 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3112707.500000 Penalty: 4791.113281
	Iteration 16Q: 3 clusters Score -3112708 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3113035.500000 Penalty: 4791.113281
	Iteration 17Q: 3 clusters Score -3113036 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3113308.250000 Penalty: 4791.113281
	Iteration 18Q: 3 clusters Score -3113308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3113560.500000 Penalty: 4791.113281
	Iteration 19Q: 3 clusters Score -3113560 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3113734.750000 Penalty: 4791.113281
	Iteration 20F: 3 clusters Score -3113735 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3113853.000000 Penalty: 4791.113281
	Iteration 21Q: 3 clusters Score -3113853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3113934.500000 Penalty: 4791.113281
	Iteration 22Q: 3 clusters Score -3113934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3113994.500000 Penalty: 4791.113281
	Iteration 23Q: 3 clusters Score -3113994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3114041.000000 Penalty: 4791.113281
	Iteration 24Q: 3 clusters Score -3114041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3114060.250000 Penalty: 4791.113281
	Iteration 25Q: 3 clusters Score -3114060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3114077.000000 Penalty: 4791.113281
	Iteration 26Q: 3 clusters Score -3114077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3114084.750000 Penalty: 4791.113281
	Iteration 27Q: 3 clusters Score -3114085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3114096.500000 Penalty: 4791.113281
	Iteration 28Q: 3 clusters Score -3114096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3114106.500000 Penalty: 4791.113281
	Iteration 29Q: 3 clusters Score -3114106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3114108.000000 Penalty: 4791.113281
	Iteration 30Q: 3 clusters Score -3114108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3114108.500000 Penalty: 4791.113281
	Iteration 31Q: 3 clusters Score -3114108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3114109.250000 Penalty: 4791.113281
	Iteration 32Q: 3 clusters Score -3114109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3114109.250000 Penalty: 4791.113281
	Iteration 33Q: 3 clusters Score -3114109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3114113.250000 Penalty: 4791.113281
	Iteration 34Q: 3 clusters Score -3114113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3114112.000000 Penalty: 4791.113281
	Iteration 35Q: 3 clusters Score -3114112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3114117.000000 Penalty: 4791.113281
	Iteration 36Q: 3 clusters Score -3114117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3114119.500000 Penalty: 4791.113281
	Iteration 37Q: 3 clusters Score -3114120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3114122.250000 Penalty: 4791.113281
	Iteration 38Q: 3 clusters Score -3114122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3114124.500000 Penalty: 4791.113281
	Iteration 39Q: 3 clusters Score -3114124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3114125.500000 Penalty: 4791.113281
	Iteration 40F: 3 clusters Score -3114126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3114128.000000 Penalty: 4791.113281
	Iteration 41Q: 3 clusters Score -3114128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3114129.250000 Penalty: 4791.113281
	Iteration 42Q: 3 clusters Score -3114129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3114135.750000 Penalty: 4791.113281
	Iteration 43Q: 3 clusters Score -3114136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3114145.500000 Penalty: 4791.113281
	Iteration 44Q: 3 clusters Score -3114146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3114147.000000 Penalty: 4791.113281
	Iteration 45Q: 3 clusters Score -3114147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3114151.750000 Penalty: 4791.113281
	Iteration 46Q: 3 clusters Score -3114152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3114157.250000 Penalty: 4791.113281
	Iteration 47Q: 3 clusters Score -3114157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3114159.250000 Penalty: 4791.113281
	Iteration 48Q: 3 clusters Score -3114159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3114158.000000 Penalty: 4791.113281
	Iteration 49Q: 3 clusters Score -3114158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3114159.000000 Penalty: 4791.113281
	Iteration 50Q: 3 clusters Score -3114159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3114162.250000 Penalty: 4791.113281
	Iteration 51Q: 3 clusters Score -3114162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3114162.250000 Penalty: 4791.113281
	Iteration 52F: 3 clusters Score -3114162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Entering Unmasked Estep 
Score: -4045073.000000 Penalty: 2461.692139
	Iteration 0F: 2 clusters Score -4045073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4033185.500000 Penalty: 4923.384277
	Iteration 0F: 3 clusters Score -4033186 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4037856.000000 Penalty: 4923.384277
	Iteration 1F: 3 clusters Score -4037856 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4038258.250000 Penalty: 4923.384277
	Iteration 2F: 3 clusters Score -4038258 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4038615.250000 Penalty: 4923.384277
	Iteration 3F: 3 clusters Score -4038615 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4038940.000000 Penalty: 4923.384277
	Iteration 4F: 3 clusters Score -4038940 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4039347.000000 Penalty: 4923.384277
	Iteration 5F: 3 clusters Score -4039347 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4039890.000000 Penalty: 4923.384277
	Iteration 6F: 3 clusters Score -4039890 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4040802.500000 Penalty: 4923.384277
	Iteration 7F: 3 clusters Score -4040802 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4042122.750000 Penalty: 4923.384277
	Iteration 8F: 3 clusters Score -4042123 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4043243.250000 Penalty: 4923.384277
	Iteration 9F: 3 clusters Score -4043243 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4043768.000000 Penalty: 4923.384277
	Iteration 10Q: 3 clusters Score -4043768 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4043997.000000 Penalty: 4923.384277
	Iteration 11Q: 3 clusters Score -4043997 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4044171.500000 Penalty: 4923.384277
	Iteration 12Q: 3 clusters Score -4044172 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4044238.250000 Penalty: 4923.384277
	Iteration 13Q: 3 clusters Score -4044238 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4044287.750000 Penalty: 4923.384277
	Iteration 14Q: 3 clusters Score -4044288 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4044354.250000 Penalty: 4923.384277
	Iteration 15Q: 3 clusters Score -4044354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4044436.750000 Penalty: 4923.384277
	Iteration 16Q: 3 clusters Score -4044437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -4044447.000000 Penalty: 4923.384277
	Iteration 17Q: 3 clusters Score -4044447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4044470.250000 Penalty: 4923.384277
	Iteration 18Q: 3 clusters Score -4044470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4044510.500000 Penalty: 4923.384277
	Iteration 19Q: 3 clusters Score -4044510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4044507.750000 Penalty: 4923.384277
	Iteration 20F: 3 clusters Score -4044508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4044514.000000 Penalty: 4923.384277
	Iteration 21Q: 3 clusters Score -4044514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -4044522.250000 Penalty: 4923.384277
	Iteration 22Q: 3 clusters Score -4044522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4044542.750000 Penalty: 4923.384277
	Iteration 23Q: 3 clusters Score -4044543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4044529.000000 Penalty: 4923.384277
	Iteration 24Q: 3 clusters Score -4044529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4044531.750000 Penalty: 4923.384277
	Iteration 25Q: 3 clusters Score -4044532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4044529.250000 Penalty: 4923.384277
	Iteration 26Q: 3 clusters Score -4044529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4044536.750000 Penalty: 4923.384277
	Iteration 27Q: 3 clusters Score -4044537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4044537.000000 Penalty: 4923.384277
	Iteration 28Q: 3 clusters Score -4044537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4044542.250000 Penalty: 4923.384277
	Iteration 29Q: 3 clusters Score -4044542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4044544.750000 Penalty: 4923.384277
	Iteration 30Q: 3 clusters Score -4044545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -4044539.500000 Penalty: 4923.384277
	Iteration 31Q: 3 clusters Score -4044540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -4044543.500000 Penalty: 4923.384277
	Iteration 32Q: 3 clusters Score -4044544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4044540.500000 Penalty: 4923.384277
	Iteration 33Q: 3 clusters Score -4044540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4044540.500000 Penalty: 4923.384277
	Iteration 34F: 3 clusters Score -4044540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -85380.796875 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -85380.8 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 267 members 
Entering Unmasked Estep 
Score: -83944.781250 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -83944.78 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84127.898438 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -84127.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84163.406250 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -84163.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84191.343750 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -84191.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84203.421875 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -84203.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84209.156250 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -84209.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84215.445312 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -84215.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84219.007812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -84219.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84219.773438 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -84219.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84219.773438 Penalty: 3089.341309
	Iteration 9F: 3 clusters Score -84219.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 7 contains 34772 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 22753 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 19911 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29401 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 36269 members 
Mstep: Class 22 contains 21464 members 
Mstep: Class 23 contains 19172 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18916 members 
Mstep: Class 27 contains 19629 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18493 members 
Mstep: Class 30 contains 20541 members 
Mstep: Class 31 contains 24351 members 
Mstep: Class 32 contains 15670 members 
Mstep: Class 33 contains 20459 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209592.000000 Penalty: 106896.671875
Iteration 359Q: 34 clusters Score -8.720959e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22075 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24032 members 
Mstep: Class 5 contains 5179 members 
Mstep: Class 7 contains 34745 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21769 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18335 members 
Mstep: Class 13 contains 22742 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 19976 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 29408 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 36265 members 
Mstep: Class 22 contains 21467 members 
Mstep: Class 23 contains 19183 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18899 members 
Mstep: Class 27 contains 19618 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18458 members 
Mstep: Class 30 contains 20503 members 
Mstep: Class 31 contains 24351 members 
Mstep: Class 32 contains 15768 members 
Mstep: Class 33 contains 20411 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209712.000000 Penalty: 106896.671875
Iteration 360F: 34 clusters Score -8.720971e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22053 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24051 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34726 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21777 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18330 members 
Mstep: Class 13 contains 22740 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 20037 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 29410 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27164 members 
Mstep: Class 21 contains 36264 members 
Mstep: Class 22 contains 21449 members 
Mstep: Class 23 contains 19150 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18874 members 
Mstep: Class 27 contains 19609 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18445 members 
Mstep: Class 30 contains 20467 members 
Mstep: Class 31 contains 24350 members 
Mstep: Class 32 contains 15879 members 
Mstep: Class 33 contains 20384 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209824.000000 Penalty: 106896.671875
Iteration 361Q: 34 clusters Score -8.720982e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22042 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24069 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34706 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21791 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 22739 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 20064 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27160 members 
Mstep: Class 21 contains 36257 members 
Mstep: Class 22 contains 21436 members 
Mstep: Class 23 contains 19131 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18853 members 
Mstep: Class 27 contains 19614 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18406 members 
Mstep: Class 30 contains 20443 members 
Mstep: Class 31 contains 24329 members 
Mstep: Class 32 contains 15974 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209848.000000 Penalty: 106896.671875
Iteration 362Q: 34 clusters Score -8.720985e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 22028 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24084 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34683 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 22727 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 20061 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27161 members 
Mstep: Class 21 contains 36251 members 
Mstep: Class 22 contains 21411 members 
Mstep: Class 23 contains 19143 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18831 members 
Mstep: Class 27 contains 19620 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18348 members 
Mstep: Class 30 contains 20431 members 
Mstep: Class 31 contains 24344 members 
Mstep: Class 32 contains 16049 members 
Mstep: Class 33 contains 20421 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209904.000000 Penalty: 106896.671875
Iteration 363Q: 34 clusters Score -8.72099e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22011 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 24094 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34669 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21841 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18291 members 
Mstep: Class 13 contains 22717 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 20055 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 36249 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 19177 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18804 members 
Mstep: Class 27 contains 19623 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18320 members 
Mstep: Class 30 contains 20399 members 
Mstep: Class 31 contains 24343 members 
Mstep: Class 32 contains 16113 members 
Mstep: Class 33 contains 20446 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209720.000000 Penalty: 106896.671875
Iteration 364Q: 34 clusters Score -8.720972e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21990 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 24097 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34643 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21868 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18292 members 
Mstep: Class 13 contains 22708 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 20051 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27170 members 
Mstep: Class 21 contains 36238 members 
Mstep: Class 22 contains 21395 members 
Mstep: Class 23 contains 19190 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18798 members 
Mstep: Class 27 contains 19623 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18305 members 
Mstep: Class 30 contains 20373 members 
Mstep: Class 31 contains 24333 members 
Mstep: Class 32 contains 16163 members 
Mstep: Class 33 contains 20473 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209880.000000 Penalty: 106896.671875
Iteration 365Q: 34 clusters Score -8.720988e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21961 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24089 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34602 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21882 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18292 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 29458 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27172 members 
Mstep: Class 21 contains 36218 members 
Mstep: Class 22 contains 21399 members 
Mstep: Class 23 contains 19227 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18801 members 
Mstep: Class 27 contains 19641 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18296 members 
Mstep: Class 30 contains 20346 members 
Mstep: Class 31 contains 24344 members 
Mstep: Class 32 contains 16189 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209968.000000 Penalty: 106896.671875
Iteration 366Q: 34 clusters Score -8.720997e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21955 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24084 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 7 contains 34558 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21890 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18281 members 
Mstep: Class 13 contains 22699 members 
Mstep: Class 14 contains 10038 members 
Mstep: Class 15 contains 20013 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29471 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27177 members 
Mstep: Class 21 contains 36226 members 
Mstep: Class 22 contains 21423 members 
Mstep: Class 23 contains 19232 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18802 members 
Mstep: Class 27 contains 19649 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18290 members 
Mstep: Class 30 contains 20320 members 
Mstep: Class 31 contains 24326 members 
Mstep: Class 32 contains 16235 members 
Mstep: Class 33 contains 20518 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210080.000000 Penalty: 106896.671875
Iteration 367Q: 34 clusters Score -8.721008e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21951 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 24072 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 7 contains 34521 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21898 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18278 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29472 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27185 members 
Mstep: Class 21 contains 36227 members 
Mstep: Class 22 contains 21441 members 
Mstep: Class 23 contains 19222 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18799 members 
Mstep: Class 27 contains 19666 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18287 members 
Mstep: Class 30 contains 20314 members 
Mstep: Class 31 contains 24322 members 
Mstep: Class 32 contains 16292 members 
Mstep: Class 33 contains 20513 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210112.000000 Penalty: 106896.671875
Iteration 368Q: 34 clusters Score -8.721011e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 7 contains 34499 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21900 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22698 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 19972 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29476 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 36225 members 
Mstep: Class 22 contains 21450 members 
Mstep: Class 23 contains 19200 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18792 members 
Mstep: Class 27 contains 19682 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18299 members 
Mstep: Class 30 contains 20303 members 
Mstep: Class 31 contains 24322 members 
Mstep: Class 32 contains 16346 members 
Mstep: Class 33 contains 20512 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209928.000000 Penalty: 106896.671875
Iteration 369Q: 34 clusters Score -8.720993e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 21935 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 24080 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34482 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21897 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18266 members 
Mstep: Class 13 contains 22688 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 19972 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29479 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 36215 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 19208 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18775 members 
Mstep: Class 27 contains 19708 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18307 members 
Mstep: Class 30 contains 20287 members 
Mstep: Class 31 contains 24312 members 
Mstep: Class 32 contains 16393 members 
Mstep: Class 33 contains 20510 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209968.000000 Penalty: 106896.671875
Iteration 370Q: 34 clusters Score -8.720997e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 24068 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34462 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21898 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 22684 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 19961 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29490 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27195 members 
Mstep: Class 21 contains 36211 members 
Mstep: Class 22 contains 21458 members 
Mstep: Class 23 contains 19210 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18766 members 
Mstep: Class 27 contains 19725 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18319 members 
Mstep: Class 30 contains 20269 members 
Mstep: Class 31 contains 24322 members 
Mstep: Class 32 contains 16427 members 
Mstep: Class 33 contains 20513 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209976.000000 Penalty: 106896.671875
Iteration 371Q: 34 clusters Score -8.720998e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21912 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 24052 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34452 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21902 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18252 members 
Mstep: Class 13 contains 22680 members 
Mstep: Class 14 contains 10046 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 29500 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27191 members 
Mstep: Class 21 contains 36213 members 
Mstep: Class 22 contains 21456 members 
Mstep: Class 23 contains 19191 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18739 members 
Mstep: Class 27 contains 19735 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18351 members 
Mstep: Class 30 contains 20249 members 
Mstep: Class 31 contains 24318 members 
Mstep: Class 32 contains 16478 members 
Mstep: Class 33 contains 20525 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209736.000000 Penalty: 106896.671875
Iteration 372Q: 34 clusters Score -8.720974e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21878 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 24054 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34433 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21916 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 22675 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29512 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27188 members 
Mstep: Class 21 contains 36210 members 
Mstep: Class 22 contains 21452 members 
Mstep: Class 23 contains 19158 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18732 members 
Mstep: Class 27 contains 19755 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18388 members 
Mstep: Class 30 contains 20234 members 
Mstep: Class 31 contains 24296 members 
Mstep: Class 32 contains 16532 members 
Mstep: Class 33 contains 20546 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209952.000000 Penalty: 106896.671875
Iteration 373Q: 34 clusters Score -8.720995e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21863 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 24076 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34412 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21920 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18244 members 
Mstep: Class 13 contains 22676 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29511 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27184 members 
Mstep: Class 21 contains 36216 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 19133 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18709 members 
Mstep: Class 27 contains 19769 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18399 members 
Mstep: Class 30 contains 20218 members 
Mstep: Class 31 contains 24268 members 
Mstep: Class 32 contains 16612 members 
Mstep: Class 33 contains 20554 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210192.000000 Penalty: 106896.671875
Iteration 374Q: 34 clusters Score -8.721019e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21844 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 24081 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34380 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21931 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18244 members 
Mstep: Class 13 contains 22672 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 19924 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27183 members 
Mstep: Class 21 contains 36209 members 
Mstep: Class 22 contains 21449 members 
Mstep: Class 23 contains 19115 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18700 members 
Mstep: Class 27 contains 19787 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18374 members 
Mstep: Class 30 contains 20210 members 
Mstep: Class 31 contains 24278 members 
Mstep: Class 32 contains 16690 members 
Mstep: Class 33 contains 20552 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210296.000000 Penalty: 106896.671875
Iteration 375Q: 34 clusters Score -8.72103e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21828 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 24072 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34356 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21938 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 22670 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 19921 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29533 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27186 members 
Mstep: Class 21 contains 36217 members 
Mstep: Class 22 contains 21441 members 
Mstep: Class 23 contains 19112 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18695 members 
Mstep: Class 27 contains 19795 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18323 members 
Mstep: Class 30 contains 20204 members 
Mstep: Class 31 contains 24280 members 
Mstep: Class 32 contains 16765 members 
Mstep: Class 33 contains 20562 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210464.000000 Penalty: 106896.671875
Iteration 376Q: 34 clusters Score -8.721046e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 24056 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34353 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21927 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 22661 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 19917 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29550 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 36214 members 
Mstep: Class 22 contains 21435 members 
Mstep: Class 23 contains 19124 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18669 members 
Mstep: Class 27 contains 19802 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18301 members 
Mstep: Class 30 contains 20217 members 
Mstep: Class 31 contains 24276 members 
Mstep: Class 32 contains 16806 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210648.000000 Penalty: 106896.671875
Iteration 377Q: 34 clusters Score -8.721065e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21804 members 
Mstep: Class 3 contains 7731 members 
Mstep: Class 4 contains 24038 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34343 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21926 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22652 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 19905 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29567 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27195 members 
Mstep: Class 21 contains 36220 members 
Mstep: Class 22 contains 21421 members 
Mstep: Class 23 contains 19145 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18643 members 
Mstep: Class 27 contains 19811 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18308 members 
Mstep: Class 30 contains 20207 members 
Mstep: Class 31 contains 24263 members 
Mstep: Class 32 contains 16857 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210576.000000 Penalty: 106896.671875
Iteration 378Q: 34 clusters Score -8.721058e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21786 members 
Mstep: Class 3 contains 7731 members 
Mstep: Class 4 contains 24035 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34340 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21914 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18276 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 19905 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29579 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27198 members 
Mstep: Class 21 contains 36239 members 
Mstep: Class 22 contains 21424 members 
Mstep: Class 23 contains 19147 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18619 members 
Mstep: Class 27 contains 19804 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18332 members 
Mstep: Class 30 contains 20181 members 
Mstep: Class 31 contains 24254 members 
Mstep: Class 32 contains 16902 members 
Mstep: Class 33 contains 20576 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210808.000000 Penalty: 106896.671875
Iteration 379Q: 34 clusters Score -8.721081e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34332 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21927 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18277 members 
Mstep: Class 13 contains 22632 members 
Mstep: Class 14 contains 10031 members 
Mstep: Class 15 contains 19897 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29592 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27200 members 
Mstep: Class 21 contains 36246 members 
Mstep: Class 22 contains 21425 members 
Mstep: Class 23 contains 19138 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18587 members 
Mstep: Class 27 contains 19806 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18348 members 
Mstep: Class 30 contains 20153 members 
Mstep: Class 31 contains 24239 members 
Mstep: Class 32 contains 16951 members 
Mstep: Class 33 contains 20588 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210912.000000 Penalty: 106896.671875
Iteration 380F: 34 clusters Score -8.721091e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21784 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24025 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34313 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21935 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18280 members 
Mstep: Class 13 contains 22625 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 19885 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29601 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27201 members 
Mstep: Class 21 contains 36250 members 
Mstep: Class 22 contains 21431 members 
Mstep: Class 23 contains 19106 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18562 members 
Mstep: Class 27 contains 19810 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18360 members 
Mstep: Class 30 contains 20127 members 
Mstep: Class 31 contains 24229 members 
Mstep: Class 32 contains 17006 members 
Mstep: Class 33 contains 20611 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211032.000000 Penalty: 106896.671875
Iteration 381Q: 34 clusters Score -8.721103e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21778 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24029 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34297 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21942 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18276 members 
Mstep: Class 13 contains 22622 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29610 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27197 members 
Mstep: Class 21 contains 36251 members 
Mstep: Class 22 contains 21438 members 
Mstep: Class 23 contains 19062 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18543 members 
Mstep: Class 27 contains 19811 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18376 members 
Mstep: Class 30 contains 20135 members 
Mstep: Class 31 contains 24217 members 
Mstep: Class 32 contains 17046 members 
Mstep: Class 33 contains 20630 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210760.000000 Penalty: 106896.671875
Iteration 382Q: 34 clusters Score -8.721076e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21781 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21947 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 22613 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29620 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27200 members 
Mstep: Class 21 contains 36251 members 
Mstep: Class 22 contains 21439 members 
Mstep: Class 23 contains 19042 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18525 members 
Mstep: Class 27 contains 19821 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18363 members 
Mstep: Class 30 contains 20157 members 
Mstep: Class 31 contains 24202 members 
Mstep: Class 32 contains 17110 members 
Mstep: Class 33 contains 20645 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210984.000000 Penalty: 106896.671875
Iteration 383Q: 34 clusters Score -8.721098e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21783 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 7 contains 34261 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21966 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 19848 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29622 members 
Mstep: Class 18 contains 544 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27204 members 
Mstep: Class 21 contains 36250 members 
Mstep: Class 22 contains 21434 members 
Mstep: Class 23 contains 19036 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18502 members 
Mstep: Class 27 contains 19825 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18345 members 
Mstep: Class 30 contains 20188 members 
Mstep: Class 31 contains 24180 members 
Mstep: Class 32 contains 17176 members 
Mstep: Class 33 contains 20641 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210920.000000 Penalty: 106896.671875
Iteration 384Q: 34 clusters Score -8.721092e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21786 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 24002 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 7 contains 34238 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21977 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18269 members 
Mstep: Class 13 contains 22608 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29618 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 36249 members 
Mstep: Class 22 contains 21443 members 
Mstep: Class 23 contains 19078 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18475 members 
Mstep: Class 27 contains 19837 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18350 members 
Mstep: Class 30 contains 20197 members 
Mstep: Class 31 contains 24166 members 
Mstep: Class 32 contains 17216 members 
Mstep: Class 33 contains 20603 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210952.000000 Penalty: 106896.671875
Iteration 385Q: 34 clusters Score -8.721095e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21782 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 7 contains 34216 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 29619 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27211 members 
Mstep: Class 21 contains 36241 members 
Mstep: Class 22 contains 21447 members 
Mstep: Class 23 contains 19145 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18457 members 
Mstep: Class 27 contains 19853 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18352 members 
Mstep: Class 30 contains 20172 members 
Mstep: Class 31 contains 24149 members 
Mstep: Class 32 contains 17257 members 
Mstep: Class 33 contains 20571 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211032.000000 Penalty: 106896.671875
Iteration 386Q: 34 clusters Score -8.721103e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21785 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 7 contains 34200 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 21992 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 29620 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27211 members 
Mstep: Class 21 contains 36237 members 
Mstep: Class 22 contains 21455 members 
Mstep: Class 23 contains 19175 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18443 members 
Mstep: Class 27 contains 19864 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18419 members 
Mstep: Class 30 contains 20117 members 
Mstep: Class 31 contains 24125 members 
Mstep: Class 32 contains 17284 members 
Mstep: Class 33 contains 20557 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211152.000000 Penalty: 106896.671875
Iteration 387Q: 34 clusters Score -8.721115e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 24000 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34180 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 17 contains 29617 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 36240 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 19100 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18427 members 
Mstep: Class 27 contains 19874 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18494 members 
Mstep: Class 30 contains 20060 members 
Mstep: Class 31 contains 24122 members 
Mstep: Class 32 contains 17345 members 
Mstep: Class 33 contains 20573 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211456.000000 Penalty: 106896.671875
Iteration 388Q: 34 clusters Score -8.721146e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21809 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 24002 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34153 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22014 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18260 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 10014 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27208 members 
Mstep: Class 21 contains 36236 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 19023 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18404 members 
Mstep: Class 27 contains 19882 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18546 members 
Mstep: Class 30 contains 20026 members 
Mstep: Class 31 contains 24104 members 
Mstep: Class 32 contains 17438 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211184.000000 Penalty: 106896.671875
Iteration 389Q: 34 clusters Score -8.721118e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21808 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34140 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22020 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 22592 members 
Mstep: Class 14 contains 10016 members 
Mstep: Class 15 contains 19810 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29631 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27210 members 
Mstep: Class 21 contains 36230 members 
Mstep: Class 22 contains 21451 members 
Mstep: Class 23 contains 18935 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18397 members 
Mstep: Class 27 contains 19883 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 20016 members 
Mstep: Class 31 contains 24091 members 
Mstep: Class 32 contains 17537 members 
Mstep: Class 33 contains 20582 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211256.000000 Penalty: 106896.671875
Iteration 390Q: 34 clusters Score -8.721126e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21817 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34129 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22020 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 22592 members 
Mstep: Class 14 contains 10020 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 17 contains 29632 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27208 members 
Mstep: Class 21 contains 36223 members 
Mstep: Class 22 contains 21459 members 
Mstep: Class 23 contains 18853 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18361 members 
Mstep: Class 27 contains 19885 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18563 members 
Mstep: Class 30 contains 20058 members 
Mstep: Class 31 contains 24081 members 
Mstep: Class 32 contains 17640 members 
Mstep: Class 33 contains 20578 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211320.000000 Penalty: 106896.671875
Iteration 391Q: 34 clusters Score -8.721132e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21816 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 23988 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 34112 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22025 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 22598 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 4298 members 
Mstep: Class 17 contains 29631 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27211 members 
Mstep: Class 21 contains 36215 members 
Mstep: Class 22 contains 21477 members 
Mstep: Class 23 contains 18834 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18279 members 
Mstep: Class 27 contains 19886 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18556 members 
Mstep: Class 30 contains 20095 members 
Mstep: Class 31 contains 24073 members 
Mstep: Class 32 contains 17748 members 
Mstep: Class 33 contains 20559 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211288.000000 Penalty: 106896.671875
Iteration 392Q: 34 clusters Score -8.721129e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21819 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 23986 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34105 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18277 members 
Mstep: Class 13 contains 22600 members 
Mstep: Class 14 contains 10007 members 
Mstep: Class 15 contains 19789 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29636 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27208 members 
Mstep: Class 21 contains 36216 members 
Mstep: Class 22 contains 21486 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18179 members 
Mstep: Class 27 contains 19877 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18568 members 
Mstep: Class 30 contains 20110 members 
Mstep: Class 31 contains 24070 members 
Mstep: Class 32 contains 17865 members 
Mstep: Class 33 contains 20540 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211264.000000 Penalty: 106896.671875
Iteration 393Q: 34 clusters Score -8.721126e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21817 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34087 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22032 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 22607 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 19801 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29644 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27206 members 
Mstep: Class 21 contains 36211 members 
Mstep: Class 22 contains 21499 members 
Mstep: Class 23 contains 18826 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18112 members 
Mstep: Class 27 contains 19875 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18538 members 
Mstep: Class 30 contains 20105 members 
Mstep: Class 31 contains 24046 members 
Mstep: Class 32 contains 18007 members 
Mstep: Class 33 contains 20511 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211320.000000 Penalty: 106896.671875
Iteration 394Q: 34 clusters Score -8.721132e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21823 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23991 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 34071 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22029 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18281 members 
Mstep: Class 13 contains 22610 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 19802 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 29657 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 36210 members 
Mstep: Class 22 contains 21495 members 
Mstep: Class 23 contains 18836 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18124 members 
Mstep: Class 27 contains 19869 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18443 members 
Mstep: Class 30 contains 20087 members 
Mstep: Class 31 contains 24054 members 
Mstep: Class 32 contains 18130 members 
Mstep: Class 33 contains 20512 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211416.000000 Penalty: 106896.671875
Iteration 395Q: 34 clusters Score -8.721142e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23980 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34066 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22030 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 29661 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 36208 members 
Mstep: Class 22 contains 21493 members 
Mstep: Class 23 contains 18852 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18204 members 
Mstep: Class 27 contains 19883 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18328 members 
Mstep: Class 30 contains 20092 members 
Mstep: Class 31 contains 24049 members 
Mstep: Class 32 contains 18196 members 
Mstep: Class 33 contains 20496 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211544.000000 Penalty: 106896.671875
Iteration 396Q: 34 clusters Score -8.721154e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21842 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 34057 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 22607 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 19810 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29664 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27205 members 
Mstep: Class 21 contains 36204 members 
Mstep: Class 22 contains 21495 members 
Mstep: Class 23 contains 18929 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18308 members 
Mstep: Class 27 contains 19901 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18210 members 
Mstep: Class 30 contains 20074 members 
Mstep: Class 31 contains 24021 members 
Mstep: Class 32 contains 18192 members 
Mstep: Class 33 contains 20484 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211464.000000 Penalty: 106896.671875
Iteration 397Q: 34 clusters Score -8.721146e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23962 members 
Mstep: Class 5 contains 5170 members 
Mstep: Class 7 contains 34043 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22054 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18276 members 
Mstep: Class 13 contains 22603 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29662 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27202 members 
Mstep: Class 21 contains 36200 members 
Mstep: Class 22 contains 21486 members 
Mstep: Class 23 contains 19012 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18405 members 
Mstep: Class 27 contains 19909 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18154 members 
Mstep: Class 30 contains 20054 members 
Mstep: Class 31 contains 24020 members 
Mstep: Class 32 contains 18139 members 
Mstep: Class 33 contains 20470 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211632.000000 Penalty: 106896.671875
Iteration 398Q: 34 clusters Score -8.721163e+07 nChanged 637
Entering ConstructFrom: 
Score: -87211632.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -459992.375000 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -459992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -456939.000000 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -456939 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -457685.156250 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -457685.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -458035.937500 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -458035.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -458385.406250 Penalty: 3906.812744
	Iteration 3F: 3 clusters Score -458385.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -458782.218750 Penalty: 3906.812744
	Iteration 4F: 3 clusters Score -458782.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -459128.406250 Penalty: 3906.812744
	Iteration 5F: 3 clusters Score -459128.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -459330.156250 Penalty: 3906.812744
	Iteration 6F: 3 clusters Score -459330.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -459459.593750 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -459459.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -459576.875000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -459576.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -459677.125000 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -459677.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -459723.562500 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -459723.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -459751.718750 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -459751.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -459765.406250 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -459765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -459770.656250 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -459770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -459774.468750 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -459774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459776.031250 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -459776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -459776.250000 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -459776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -459776.593750 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -459776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -459777.218750 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -459777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -459777.218750 Penalty: 3906.812744
	Iteration 19F: 3 clusters Score -459777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Entering Unmasked Estep 
Score: -4077637.000000 Penalty: 2477.880127
	Iteration 0F: 2 clusters Score -4077637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4063772.750000 Penalty: 4955.760254
	Iteration 0F: 3 clusters Score -4063773 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4069023.000000 Penalty: 4955.760254
	Iteration 1F: 3 clusters Score -4069023 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4069411.500000 Penalty: 4955.760254
	Iteration 2F: 3 clusters Score -4069412 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4069749.250000 Penalty: 4955.760254
	Iteration 3Q: 3 clusters Score -4069749 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4070021.750000 Penalty: 4955.760254
	Iteration 4Q: 3 clusters Score -4070022 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4070343.500000 Penalty: 4955.760254
	Iteration 5Q: 3 clusters Score -4070344 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4070753.250000 Penalty: 4955.760254
	Iteration 6Q: 3 clusters Score -4070753 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4071308.250000 Penalty: 4955.760254
	Iteration 7Q: 3 clusters Score -4071308 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4071993.500000 Penalty: 4955.760254
	Iteration 8F: 3 clusters Score -4071994 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4072898.250000 Penalty: 4955.760254
	Iteration 9F: 3 clusters Score -4072898 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4073939.750000 Penalty: 4955.760254
	Iteration 10F: 3 clusters Score -4073940 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4074958.000000 Penalty: 4955.760254
	Iteration 11F: 3 clusters Score -4074958 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4075671.500000 Penalty: 4955.760254
	Iteration 12Q: 3 clusters Score -4075672 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4076054.500000 Penalty: 4955.760254
	Iteration 13Q: 3 clusters Score -4076054 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4076240.250000 Penalty: 4955.760254
	Iteration 14Q: 3 clusters Score -4076240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4076278.750000 Penalty: 4955.760254
	Iteration 15Q: 3 clusters Score -4076279 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4076299.250000 Penalty: 4955.760254
	Iteration 16Q: 3 clusters Score -4076299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4076271.500000 Penalty: 4955.760254
	Iteration 17Q: 3 clusters Score -4076272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4076231.500000 Penalty: 4955.760254
	Iteration 18Q: 3 clusters Score -4076232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4076190.000000 Penalty: 4955.760254
	Iteration 19Q: 3 clusters Score -4076190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4076140.750000 Penalty: 4955.760254
	Iteration 20F: 3 clusters Score -4076141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4076140.000000 Penalty: 4955.760254
	Iteration 21Q: 3 clusters Score -4076140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4076099.000000 Penalty: 4955.760254
	Iteration 22Q: 3 clusters Score -4076099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4076089.250000 Penalty: 4955.760254
	Iteration 23Q: 3 clusters Score -4076089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4076077.750000 Penalty: 4955.760254
	Iteration 24Q: 3 clusters Score -4076078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4076074.250000 Penalty: 4955.760254
	Iteration 25Q: 3 clusters Score -4076074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4076064.500000 Penalty: 4955.760254
	Iteration 26Q: 3 clusters Score -4076064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4076061.750000 Penalty: 4955.760254
	Iteration 27Q: 3 clusters Score -4076062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4076053.750000 Penalty: 4955.760254
	Iteration 28Q: 3 clusters Score -4076054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4076055.250000 Penalty: 4955.760254
	Iteration 29Q: 3 clusters Score -4076055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4076044.250000 Penalty: 4955.760254
	Iteration 30Q: 3 clusters Score -4076044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4076030.500000 Penalty: 4955.760254
	Iteration 31Q: 3 clusters Score -4076030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4076028.750000 Penalty: 4955.760254
	Iteration 32Q: 3 clusters Score -4076029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4076022.250000 Penalty: 4955.760254
	Iteration 33Q: 3 clusters Score -4076022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4076017.250000 Penalty: 4955.760254
	Iteration 34Q: 3 clusters Score -4076017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4076018.750000 Penalty: 4955.760254
	Iteration 35Q: 3 clusters Score -4076019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4076017.000000 Penalty: 4955.760254
	Iteration 36Q: 3 clusters Score -4076017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4076016.000000 Penalty: 4955.760254
	Iteration 37Q: 3 clusters Score -4076016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4076018.750000 Penalty: 4955.760254
	Iteration 38Q: 3 clusters Score -4076019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4076015.000000 Penalty: 4955.760254
	Iteration 39Q: 3 clusters Score -4076015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4076016.000000 Penalty: 4955.760254
	Iteration 40F: 3 clusters Score -4076016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4076016.750000 Penalty: 4955.760254
	Iteration 41Q: 3 clusters Score -4076017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4076012.750000 Penalty: 4955.760254
	Iteration 42Q: 3 clusters Score -4076013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4076010.000000 Penalty: 4955.760254
	Iteration 43Q: 3 clusters Score -4076010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4076008.250000 Penalty: 4955.760254
	Iteration 44Q: 3 clusters Score -4076008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4076005.000000 Penalty: 4955.760254
	Iteration 45Q: 3 clusters Score -4076005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4076007.750000 Penalty: 4955.760254
	Iteration 46Q: 3 clusters Score -4076008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4076009.750000 Penalty: 4955.760254
	Iteration 47Q: 3 clusters Score -4076010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4076011.000000 Penalty: 4955.760254
	Iteration 48Q: 3 clusters Score -4076011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4076005.750000 Penalty: 4955.760254
	Iteration 49Q: 3 clusters Score -4076006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4076009.500000 Penalty: 4955.760254
	Iteration 50Q: 3 clusters Score -4076010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4076009.250000 Penalty: 4955.760254
	Iteration 51Q: 3 clusters Score -4076009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4076008.250000 Penalty: 4955.760254
	Iteration 52Q: 3 clusters Score -4076008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4076006.750000 Penalty: 4955.760254
	Iteration 53Q: 3 clusters Score -4076007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4076004.000000 Penalty: 4955.760254
	Iteration 54Q: 3 clusters Score -4076004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4076004.250000 Penalty: 4955.760254
	Iteration 55Q: 3 clusters Score -4076004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4076005.000000 Penalty: 4955.760254
	Iteration 56Q: 3 clusters Score -4076005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4076005.000000 Penalty: 4955.760254
	Iteration 57F: 3 clusters Score -4076005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Entering Unmasked Estep 
Score: -1401490.500000 Penalty: 2220.438721
	Iteration 0F: 2 clusters Score -1401490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1395308.625000 Penalty: 4440.877441
	Iteration 0F: 3 clusters Score -1395309 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1397105.375000 Penalty: 4440.877441
	Iteration 1F: 3 clusters Score -1397105 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1397451.625000 Penalty: 4440.877441
	Iteration 2F: 3 clusters Score -1397452 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1397752.500000 Penalty: 4440.877441
	Iteration 3F: 3 clusters Score -1397752 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1398024.125000 Penalty: 4440.877441
	Iteration 4Q: 3 clusters Score -1398024 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1398272.000000 Penalty: 4440.877441
	Iteration 5Q: 3 clusters Score -1398272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1398428.625000 Penalty: 4440.877441
	Iteration 6Q: 3 clusters Score -1398429 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1398533.500000 Penalty: 4440.877441
	Iteration 7Q: 3 clusters Score -1398534 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1398614.375000 Penalty: 4440.877441
	Iteration 8Q: 3 clusters Score -1398614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1398676.250000 Penalty: 4440.877441
	Iteration 9Q: 3 clusters Score -1398676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1398720.375000 Penalty: 4440.877441
	Iteration 10Q: 3 clusters Score -1398720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1398758.000000 Penalty: 4440.877441
	Iteration 11Q: 3 clusters Score -1398758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1398793.625000 Penalty: 4440.877441
	Iteration 12Q: 3 clusters Score -1398794 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1398828.625000 Penalty: 4440.877441
	Iteration 13Q: 3 clusters Score -1398829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1398859.625000 Penalty: 4440.877441
	Iteration 14Q: 3 clusters Score -1398860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1398887.875000 Penalty: 4440.877441
	Iteration 15Q: 3 clusters Score -1398888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1398922.750000 Penalty: 4440.877441
	Iteration 16Q: 3 clusters Score -1398923 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1398968.500000 Penalty: 4440.877441
	Iteration 17Q: 3 clusters Score -1398968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1399002.000000 Penalty: 4440.877441
	Iteration 18Q: 3 clusters Score -1399002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1399036.125000 Penalty: 4440.877441
	Iteration 19Q: 3 clusters Score -1399036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1399077.625000 Penalty: 4440.877441
	Iteration 20F: 3 clusters Score -1399078 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1399121.500000 Penalty: 4440.877441
	Iteration 21Q: 3 clusters Score -1399122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1399165.625000 Penalty: 4440.877441
	Iteration 22Q: 3 clusters Score -1399166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1399221.125000 Penalty: 4440.877441
	Iteration 23Q: 3 clusters Score -1399221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1399286.625000 Penalty: 4440.877441
	Iteration 24Q: 3 clusters Score -1399287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1399343.125000 Penalty: 4440.877441
	Iteration 25Q: 3 clusters Score -1399343 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1399386.625000 Penalty: 4440.877441
	Iteration 26Q: 3 clusters Score -1399387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1399431.500000 Penalty: 4440.877441
	Iteration 27Q: 3 clusters Score -1399432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1399480.125000 Penalty: 4440.877441
	Iteration 28Q: 3 clusters Score -1399480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1399535.625000 Penalty: 4440.877441
	Iteration 29Q: 3 clusters Score -1399536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1399591.000000 Penalty: 4440.877441
	Iteration 30Q: 3 clusters Score -1399591 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1399638.375000 Penalty: 4440.877441
	Iteration 31Q: 3 clusters Score -1399638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1399683.125000 Penalty: 4440.877441
	Iteration 32Q: 3 clusters Score -1399683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1399717.375000 Penalty: 4440.877441
	Iteration 33Q: 3 clusters Score -1399717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1399764.250000 Penalty: 4440.877441
	Iteration 34Q: 3 clusters Score -1399764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1399802.625000 Penalty: 4440.877441
	Iteration 35Q: 3 clusters Score -1399803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1399842.750000 Penalty: 4440.877441
	Iteration 36Q: 3 clusters Score -1399843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1399877.625000 Penalty: 4440.877441
	Iteration 37Q: 3 clusters Score -1399878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1399917.250000 Penalty: 4440.877441
	Iteration 38Q: 3 clusters Score -1399917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1399947.250000 Penalty: 4440.877441
	Iteration 39Q: 3 clusters Score -1399947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1399985.375000 Penalty: 4440.877441
	Iteration 40F: 3 clusters Score -1399985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1400020.375000 Penalty: 4440.877441
	Iteration 41Q: 3 clusters Score -1400020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1400043.375000 Penalty: 4440.877441
	Iteration 42Q: 3 clusters Score -1400043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1400065.625000 Penalty: 4440.877441
	Iteration 43Q: 3 clusters Score -1400066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1400092.750000 Penalty: 4440.877441
	Iteration 44Q: 3 clusters Score -1400093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1400120.375000 Penalty: 4440.877441
	Iteration 45Q: 3 clusters Score -1400120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1400149.875000 Penalty: 4440.877441
	Iteration 46Q: 3 clusters Score -1400150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1400180.125000 Penalty: 4440.877441
	Iteration 47Q: 3 clusters Score -1400180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1400208.125000 Penalty: 4440.877441
	Iteration 48Q: 3 clusters Score -1400208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1400245.375000 Penalty: 4440.877441
	Iteration 49Q: 3 clusters Score -1400245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1400287.000000 Penalty: 4440.877441
	Iteration 50Q: 3 clusters Score -1400287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1400330.625000 Penalty: 4440.877441
	Iteration 51Q: 3 clusters Score -1400331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1400370.125000 Penalty: 4440.877441
	Iteration 52Q: 3 clusters Score -1400370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1400396.000000 Penalty: 4440.877441
	Iteration 53Q: 3 clusters Score -1400396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1400413.250000 Penalty: 4440.877441
	Iteration 54Q: 3 clusters Score -1400413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1400432.875000 Penalty: 4440.877441
	Iteration 55Q: 3 clusters Score -1400433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1400446.625000 Penalty: 4440.877441
	Iteration 56Q: 3 clusters Score -1400447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1400455.500000 Penalty: 4440.877441
	Iteration 57Q: 3 clusters Score -1400456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1400456.750000 Penalty: 4440.877441
	Iteration 58Q: 3 clusters Score -1400457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1400460.375000 Penalty: 4440.877441
	Iteration 59Q: 3 clusters Score -1400460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1400466.625000 Penalty: 4440.877441
	Iteration 60F: 3 clusters Score -1400467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1400468.250000 Penalty: 4440.877441
	Iteration 61Q: 3 clusters Score -1400468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1400467.375000 Penalty: 4440.877441
	Iteration 62Q: 3 clusters Score -1400467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1400471.625000 Penalty: 4440.877441
	Iteration 63Q: 3 clusters Score -1400472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1400472.875000 Penalty: 4440.877441
	Iteration 64Q: 3 clusters Score -1400473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1400471.000000 Penalty: 4440.877441
	Iteration 65Q: 3 clusters Score -1400471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1400476.500000 Penalty: 4440.877441
	Iteration 66Q: 3 clusters Score -1400476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1400474.875000 Penalty: 4440.877441
	Iteration 67Q: 3 clusters Score -1400475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1400474.875000 Penalty: 4440.877441
	Iteration 68F: 3 clusters Score -1400475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Entering Unmasked Estep 
Score: -4457436.000000 Penalty: 2500.815186
	Iteration 0F: 2 clusters Score -4457436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -4442181.500000 Penalty: 5001.630371
	Iteration 0F: 3 clusters Score -4442182 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4447891.000000 Penalty: 5001.630371
	Iteration 1F: 3 clusters Score -4447891 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4448367.500000 Penalty: 5001.630371
	Iteration 2F: 3 clusters Score -4448368 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4448799.000000 Penalty: 5001.630371
	Iteration 3Q: 3 clusters Score -4448799 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4449222.000000 Penalty: 5001.630371
	Iteration 4Q: 3 clusters Score -4449222 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4449640.000000 Penalty: 5001.630371
	Iteration 5Q: 3 clusters Score -4449640 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4450097.500000 Penalty: 5001.630371
	Iteration 6Q: 3 clusters Score -4450098 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4450582.500000 Penalty: 5001.630371
	Iteration 7Q: 3 clusters Score -4450582 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4451058.000000 Penalty: 5001.630371
	Iteration 8Q: 3 clusters Score -4451058 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4451624.000000 Penalty: 5001.630371
	Iteration 9Q: 3 clusters Score -4451624 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4452256.500000 Penalty: 5001.630371
	Iteration 10Q: 3 clusters Score -4452256 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4452818.000000 Penalty: 5001.630371
	Iteration 11Q: 3 clusters Score -4452818 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4453268.500000 Penalty: 5001.630371
	Iteration 12Q: 3 clusters Score -4453268 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4453631.000000 Penalty: 5001.630371
	Iteration 13Q: 3 clusters Score -4453631 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4453872.500000 Penalty: 5001.630371
	Iteration 14Q: 3 clusters Score -4453872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4453984.000000 Penalty: 5001.630371
	Iteration 15Q: 3 clusters Score -4453984 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4454035.000000 Penalty: 5001.630371
	Iteration 16Q: 3 clusters Score -4454035 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4454112.000000 Penalty: 5001.630371
	Iteration 17Q: 3 clusters Score -4454112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4454157.500000 Penalty: 5001.630371
	Iteration 18Q: 3 clusters Score -4454158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4454180.000000 Penalty: 5001.630371
	Iteration 19Q: 3 clusters Score -4454180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4454207.500000 Penalty: 5001.630371
	Iteration 20F: 3 clusters Score -4454208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4454216.000000 Penalty: 5001.630371
	Iteration 21Q: 3 clusters Score -4454216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -4454248.000000 Penalty: 5001.630371
	Iteration 22Q: 3 clusters Score -4454248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4454278.500000 Penalty: 5001.630371
	Iteration 23Q: 3 clusters Score -4454278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4454306.500000 Penalty: 5001.630371
	Iteration 24Q: 3 clusters Score -4454306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4454316.000000 Penalty: 5001.630371
	Iteration 25Q: 3 clusters Score -4454316 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4454335.000000 Penalty: 5001.630371
	Iteration 26Q: 3 clusters Score -4454335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4454348.500000 Penalty: 5001.630371
	Iteration 27Q: 3 clusters Score -4454348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4454352.500000 Penalty: 5001.630371
	Iteration 28Q: 3 clusters Score -4454352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4454365.500000 Penalty: 5001.630371
	Iteration 29Q: 3 clusters Score -4454366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4454373.500000 Penalty: 5001.630371
	Iteration 30Q: 3 clusters Score -4454374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4454387.500000 Penalty: 5001.630371
	Iteration 31Q: 3 clusters Score -4454388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4454402.000000 Penalty: 5001.630371
	Iteration 32Q: 3 clusters Score -4454402 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4454409.000000 Penalty: 5001.630371
	Iteration 33Q: 3 clusters Score -4454409 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4454431.500000 Penalty: 5001.630371
	Iteration 34Q: 3 clusters Score -4454432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4454444.000000 Penalty: 5001.630371
	Iteration 35Q: 3 clusters Score -4454444 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4454462.500000 Penalty: 5001.630371
	Iteration 36Q: 3 clusters Score -4454462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4454482.500000 Penalty: 5001.630371
	Iteration 37Q: 3 clusters Score -4454482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4454483.500000 Penalty: 5001.630371
	Iteration 38Q: 3 clusters Score -4454484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -4454507.500000 Penalty: 5001.630371
	Iteration 39Q: 3 clusters Score -4454508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4454544.000000 Penalty: 5001.630371
	Iteration 40F: 3 clusters Score -4454544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4454559.500000 Penalty: 5001.630371
	Iteration 41Q: 3 clusters Score -4454560 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4454587.500000 Penalty: 5001.630371
	Iteration 42Q: 3 clusters Score -4454588 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4454627.000000 Penalty: 5001.630371
	Iteration 43Q: 3 clusters Score -4454627 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4454681.000000 Penalty: 5001.630371
	Iteration 44Q: 3 clusters Score -4454681 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4454744.000000 Penalty: 5001.630371
	Iteration 45Q: 3 clusters Score -4454744 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4454808.000000 Penalty: 5001.630371
	Iteration 46Q: 3 clusters Score -4454808 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4454854.500000 Penalty: 5001.630371
	Iteration 47Q: 3 clusters Score -4454854 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4454919.500000 Penalty: 5001.630371
	Iteration 48Q: 3 clusters Score -4454920 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -4454977.000000 Penalty: 5001.630371
	Iteration 49Q: 3 clusters Score -4454977 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4455083.500000 Penalty: 5001.630371
	Iteration 50Q: 3 clusters Score -4455084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4455164.500000 Penalty: 5001.630371
	Iteration 51Q: 3 clusters Score -4455164 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4455292.000000 Penalty: 5001.630371
	Iteration 52Q: 3 clusters Score -4455292 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4455410.000000 Penalty: 5001.630371
	Iteration 53Q: 3 clusters Score -4455410 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4455537.500000 Penalty: 5001.630371
	Iteration 54Q: 3 clusters Score -4455538 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4455679.500000 Penalty: 5001.630371
	Iteration 55Q: 3 clusters Score -4455680 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4455790.500000 Penalty: 5001.630371
	Iteration 56Q: 3 clusters Score -4455790 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4455881.000000 Penalty: 5001.630371
	Iteration 57Q: 3 clusters Score -4455881 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4455951.500000 Penalty: 5001.630371
	Iteration 58Q: 3 clusters Score -4455952 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4455996.500000 Penalty: 5001.630371
	Iteration 59Q: 3 clusters Score -4455996 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4456048.000000 Penalty: 5001.630371
	Iteration 60F: 3 clusters Score -4456048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4456058.500000 Penalty: 5001.630371
	Iteration 61Q: 3 clusters Score -4456058 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4456070.000000 Penalty: 5001.630371
	Iteration 62Q: 3 clusters Score -4456070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4456074.000000 Penalty: 5001.630371
	Iteration 63Q: 3 clusters Score -4456074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4456096.500000 Penalty: 5001.630371
	Iteration 64Q: 3 clusters Score -4456096 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4456109.000000 Penalty: 5001.630371
	Iteration 65Q: 3 clusters Score -4456109 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4456115.500000 Penalty: 5001.630371
	Iteration 66Q: 3 clusters Score -4456116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4456128.000000 Penalty: 5001.630371
	Iteration 67Q: 3 clusters Score -4456128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4456139.500000 Penalty: 5001.630371
	Iteration 68Q: 3 clusters Score -4456140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4456144.000000 Penalty: 5001.630371
	Iteration 69Q: 3 clusters Score -4456144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4456146.000000 Penalty: 5001.630371
	Iteration 70Q: 3 clusters Score -4456146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4456146.500000 Penalty: 5001.630371
	Iteration 71Q: 3 clusters Score -4456146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4456157.500000 Penalty: 5001.630371
	Iteration 72Q: 3 clusters Score -4456158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4456148.000000 Penalty: 5001.630371
	Iteration 73Q: 3 clusters Score -4456148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4456150.500000 Penalty: 5001.630371
	Iteration 74Q: 3 clusters Score -4456150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4456146.500000 Penalty: 5001.630371
	Iteration 75Q: 3 clusters Score -4456146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4456164.000000 Penalty: 5001.630371
	Iteration 76Q: 3 clusters Score -4456164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4456168.000000 Penalty: 5001.630371
	Iteration 77Q: 3 clusters Score -4456168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4456151.500000 Penalty: 5001.630371
	Iteration 78Q: 3 clusters Score -4456152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4456152.500000 Penalty: 5001.630371
	Iteration 79Q: 3 clusters Score -4456152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4456158.000000 Penalty: 5001.630371
	Iteration 80F: 3 clusters Score -4456158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -4456148.500000 Penalty: 5001.630371
	Iteration 81Q: 3 clusters Score -4456148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -4456148.000000 Penalty: 5001.630371
	Iteration 82Q: 3 clusters Score -4456148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4456145.000000 Penalty: 5001.630371
	Iteration 83Q: 3 clusters Score -4456145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4456146.000000 Penalty: 5001.630371
	Iteration 84Q: 3 clusters Score -4456146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4456149.500000 Penalty: 5001.630371
	Iteration 85Q: 3 clusters Score -4456150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4456145.000000 Penalty: 5001.630371
	Iteration 86Q: 3 clusters Score -4456145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4456132.000000 Penalty: 5001.630371
	Iteration 87Q: 3 clusters Score -4456132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4456127.000000 Penalty: 5001.630371
	Iteration 88Q: 3 clusters Score -4456127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4456130.000000 Penalty: 5001.630371
	Iteration 89Q: 3 clusters Score -4456130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4456122.000000 Penalty: 5001.630371
	Iteration 90Q: 3 clusters Score -4456122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4456125.000000 Penalty: 5001.630371
	Iteration 91Q: 3 clusters Score -4456125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4456127.500000 Penalty: 5001.630371
	Iteration 92Q: 3 clusters Score -4456128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4456102.500000 Penalty: 5001.630371
	Iteration 93Q: 3 clusters Score -4456102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4456100.000000 Penalty: 5001.630371
	Iteration 94Q: 3 clusters Score -4456100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4456092.000000 Penalty: 5001.630371
	Iteration 95Q: 3 clusters Score -4456092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4456087.000000 Penalty: 5001.630371
	Iteration 96Q: 3 clusters Score -4456087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4456088.000000 Penalty: 5001.630371
	Iteration 97Q: 3 clusters Score -4456088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4456079.000000 Penalty: 5001.630371
	Iteration 98Q: 3 clusters Score -4456079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4456078.500000 Penalty: 5001.630371
	Iteration 99Q: 3 clusters Score -4456078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4456071.000000 Penalty: 5001.630371
	Iteration 100F: 3 clusters Score -4456071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4456073.500000 Penalty: 5001.630371
	Iteration 101Q: 3 clusters Score -4456074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4456062.500000 Penalty: 5001.630371
	Iteration 102Q: 3 clusters Score -4456062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4456055.500000 Penalty: 5001.630371
	Iteration 103Q: 3 clusters Score -4456056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4456073.000000 Penalty: 5001.630371
	Iteration 104Q: 3 clusters Score -4456073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4456061.000000 Penalty: 5001.630371
	Iteration 105Q: 3 clusters Score -4456061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4456065.000000 Penalty: 5001.630371
	Iteration 106Q: 3 clusters Score -4456065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4456066.500000 Penalty: 5001.630371
	Iteration 107Q: 3 clusters Score -4456066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4456065.000000 Penalty: 5001.630371
	Iteration 108Q: 3 clusters Score -4456065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4456065.000000 Penalty: 5001.630371
	Iteration 109F: 3 clusters Score -4456065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -898353.125000 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -898353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -893729.375000 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -893729.4 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -894896.750000 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -894896.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -895163.562500 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -895163.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -895339.875000 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -895339.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -895469.000000 Penalty: 4241.015137
	Iteration 4Q: 3 clusters Score -895469 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -895639.437500 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -895639.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -895799.437500 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -895799.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -895943.312500 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -895943.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -896073.437500 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -896073.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -896207.437500 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -896207.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -896338.375000 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -896338.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -896478.187500 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -896478.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -896652.062500 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -896652.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -896828.812500 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -896828.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -896954.500000 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -896954.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -897080.125000 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -897080.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -897191.937500 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -897191.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -897309.125000 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -897309.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -897413.625000 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -897413.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -897497.250000 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -897497.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -897600.375000 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -897600.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -897704.812500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -897704.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -897806.125000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -897806.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -897890.000000 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -897890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -897957.312500 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -897957.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -898005.875000 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -898005.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -898035.000000 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -898035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -898066.250000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -898066.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -898088.500000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -898088.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -898095.062500 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -898095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -898100.187500 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -898100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -898103.312500 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -898103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -898106.250000 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -898106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -898108.125000 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -898108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -898108.250000 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -898108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -898108.687500 Penalty: 4241.015137
	Iteration 35Q: 3 clusters Score -898108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -898109.625000 Penalty: 4241.015137
	Iteration 36Q: 3 clusters Score -898109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -898109.250000 Penalty: 4241.015137
	Iteration 37Q: 3 clusters Score -898109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -898109.250000 Penalty: 4241.015137
	Iteration 38F: 3 clusters Score -898109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Entering Unmasked Estep 
Score: -6080140.500000 Penalty: 2587.879395
	Iteration 0F: 2 clusters Score -6080140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -6057336.000000 Penalty: 5175.758789
	Iteration 0F: 3 clusters Score -6057336 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -6065944.000000 Penalty: 5175.758789
	Iteration 1F: 3 clusters Score -6065944 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -6066425.000000 Penalty: 5175.758789
	Iteration 2Q: 3 clusters Score -6066425 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -6066872.500000 Penalty: 5175.758789
	Iteration 3Q: 3 clusters Score -6066872 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -6067428.000000 Penalty: 5175.758789
	Iteration 4Q: 3 clusters Score -6067428 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6068178.000000 Penalty: 5175.758789
	Iteration 5Q: 3 clusters Score -6068178 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -6069284.000000 Penalty: 5175.758789
	Iteration 6F: 3 clusters Score -6069284 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6071029.500000 Penalty: 5175.758789
	Iteration 7F: 3 clusters Score -6071030 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -6073190.000000 Penalty: 5175.758789
	Iteration 8F: 3 clusters Score -6073190 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6075163.500000 Penalty: 5175.758789
	Iteration 9F: 3 clusters Score -6075164 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6076689.000000 Penalty: 5175.758789
	Iteration 10Q: 3 clusters Score -6076689 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6077477.500000 Penalty: 5175.758789
	Iteration 11Q: 3 clusters Score -6077478 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6077834.000000 Penalty: 5175.758789
	Iteration 12Q: 3 clusters Score -6077834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6078001.500000 Penalty: 5175.758789
	Iteration 13Q: 3 clusters Score -6078002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6078095.000000 Penalty: 5175.758789
	Iteration 14Q: 3 clusters Score -6078095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6078154.500000 Penalty: 5175.758789
	Iteration 15Q: 3 clusters Score -6078154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6078169.000000 Penalty: 5175.758789
	Iteration 16Q: 3 clusters Score -6078169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6078202.000000 Penalty: 5175.758789
	Iteration 17Q: 3 clusters Score -6078202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6078221.500000 Penalty: 5175.758789
	Iteration 18Q: 3 clusters Score -6078222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6078228.000000 Penalty: 5175.758789
	Iteration 19Q: 3 clusters Score -6078228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6078235.500000 Penalty: 5175.758789
	Iteration 20F: 3 clusters Score -6078236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6078257.000000 Penalty: 5175.758789
	Iteration 21Q: 3 clusters Score -6078257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6078266.500000 Penalty: 5175.758789
	Iteration 22Q: 3 clusters Score -6078266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6078282.000000 Penalty: 5175.758789
	Iteration 23Q: 3 clusters Score -6078282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6078294.500000 Penalty: 5175.758789
	Iteration 24Q: 3 clusters Score -6078294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6078303.000000 Penalty: 5175.758789
	Iteration 25Q: 3 clusters Score -6078303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6078314.500000 Penalty: 5175.758789
	Iteration 26Q: 3 clusters Score -6078314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6078320.500000 Penalty: 5175.758789
	Iteration 27Q: 3 clusters Score -6078320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6078329.500000 Penalty: 5175.758789
	Iteration 28Q: 3 clusters Score -6078330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6078329.500000 Penalty: 5175.758789
	Iteration 29F: 3 clusters Score -6078330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25760.337891 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25760.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26206.107422 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26206.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26378.578125 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26378.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26426.205078 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26426.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26463.619141 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26463.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26479.455078 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26479.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26479.455078 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -26479.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Entering Unmasked Estep 
Score: -4100035.750000 Penalty: 2480.377197
	Iteration 0F: 2 clusters Score -4100036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4085934.750000 Penalty: 4960.754395
	Iteration 0F: 3 clusters Score -4085935 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4091111.500000 Penalty: 4960.754395
	Iteration 1F: 3 clusters Score -4091112 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4091475.000000 Penalty: 4960.754395
	Iteration 2Q: 3 clusters Score -4091475 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -4091744.000000 Penalty: 4960.754395
	Iteration 3Q: 3 clusters Score -4091744 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -4091957.750000 Penalty: 4960.754395
	Iteration 4Q: 3 clusters Score -4091958 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4092152.750000 Penalty: 4960.754395
	Iteration 5Q: 3 clusters Score -4092153 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4092371.750000 Penalty: 4960.754395
	Iteration 6Q: 3 clusters Score -4092372 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -4092634.000000 Penalty: 4960.754395
	Iteration 7Q: 3 clusters Score -4092634 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -4092923.500000 Penalty: 4960.754395
	Iteration 8Q: 3 clusters Score -4092924 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4093301.500000 Penalty: 4960.754395
	Iteration 9Q: 3 clusters Score -4093302 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4093858.000000 Penalty: 4960.754395
	Iteration 10Q: 3 clusters Score -4093858 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4094555.250000 Penalty: 4960.754395
	Iteration 11Q: 3 clusters Score -4094555 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4095450.250000 Penalty: 4960.754395
	Iteration 12F: 3 clusters Score -4095450 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4096340.750000 Penalty: 4960.754395
	Iteration 13Q: 3 clusters Score -4096341 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4097041.250000 Penalty: 4960.754395
	Iteration 14Q: 3 clusters Score -4097041 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4097447.750000 Penalty: 4960.754395
	Iteration 15Q: 3 clusters Score -4097448 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4097655.750000 Penalty: 4960.754395
	Iteration 16Q: 3 clusters Score -4097656 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4097789.250000 Penalty: 4960.754395
	Iteration 17Q: 3 clusters Score -4097789 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4097851.250000 Penalty: 4960.754395
	Iteration 18Q: 3 clusters Score -4097851 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4097894.750000 Penalty: 4960.754395
	Iteration 19Q: 3 clusters Score -4097895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4097938.750000 Penalty: 4960.754395
	Iteration 20F: 3 clusters Score -4097939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4097987.750000 Penalty: 4960.754395
	Iteration 21Q: 3 clusters Score -4097988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4098007.250000 Penalty: 4960.754395
	Iteration 22Q: 3 clusters Score -4098007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4098028.250000 Penalty: 4960.754395
	Iteration 23Q: 3 clusters Score -4098028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4098039.250000 Penalty: 4960.754395
	Iteration 24Q: 3 clusters Score -4098039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4098053.750000 Penalty: 4960.754395
	Iteration 25Q: 3 clusters Score -4098054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4098062.000000 Penalty: 4960.754395
	Iteration 26Q: 3 clusters Score -4098062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4098069.500000 Penalty: 4960.754395
	Iteration 27Q: 3 clusters Score -4098070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4098072.750000 Penalty: 4960.754395
	Iteration 28Q: 3 clusters Score -4098073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4098086.750000 Penalty: 4960.754395
	Iteration 29Q: 3 clusters Score -4098087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4098086.250000 Penalty: 4960.754395
	Iteration 30Q: 3 clusters Score -4098086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4098095.250000 Penalty: 4960.754395
	Iteration 31Q: 3 clusters Score -4098095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4098099.500000 Penalty: 4960.754395
	Iteration 32Q: 3 clusters Score -4098100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4098096.250000 Penalty: 4960.754395
	Iteration 33Q: 3 clusters Score -4098096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4098102.000000 Penalty: 4960.754395
	Iteration 34Q: 3 clusters Score -4098102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4098101.500000 Penalty: 4960.754395
	Iteration 35Q: 3 clusters Score -4098102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4098099.500000 Penalty: 4960.754395
	Iteration 36Q: 3 clusters Score -4098100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4098099.500000 Penalty: 4960.754395
	Iteration 37F: 3 clusters Score -4098100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -220954.093750 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220954.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -221647.734375 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221647.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -222172.921875 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -222172.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -222595.609375 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222595.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -222785.265625 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222785.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -222877.046875 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -222918.671875 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -222933.281250 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -222937.656250 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -222942.937500 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -222947.437500 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -222950.125000 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -222957.500000 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -222964.281250 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -222968.343750 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -222968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -222969.296875 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -222969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -222969.296875 Penalty: 3556.379395
	Iteration 16F: 3 clusters Score -222969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -83266.375000 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -83266.38 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 274 members 
Entering Unmasked Estep 
Score: -81794.156250 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -81794.16 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82154.101562 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -82154.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82443.757812 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -82443.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82657.132812 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -82657.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -82853.250000 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -82853.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82962.562500 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -82962.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82996.382812 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -82996.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83017.484375 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -83017.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -83024.992188 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -83024.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -83024.992188 Penalty: 3109.471680
	Iteration 9F: 3 clusters Score -83024.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Entering Unmasked Estep 
Score: -3252845.250000 Penalty: 2433.655029
	Iteration 0F: 2 clusters Score -3252845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3239904.250000 Penalty: 4867.310059
	Iteration 0F: 3 clusters Score -3239904 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3244164.750000 Penalty: 4867.310059
	Iteration 1F: 3 clusters Score -3244165 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3244614.000000 Penalty: 4867.310059
	Iteration 2F: 3 clusters Score -3244614 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3244947.750000 Penalty: 4867.310059
	Iteration 3Q: 3 clusters Score -3244948 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3245193.750000 Penalty: 4867.310059
	Iteration 4Q: 3 clusters Score -3245194 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3245391.750000 Penalty: 4867.310059
	Iteration 5Q: 3 clusters Score -3245392 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3245554.500000 Penalty: 4867.310059
	Iteration 6Q: 3 clusters Score -3245554 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3245705.000000 Penalty: 4867.310059
	Iteration 7Q: 3 clusters Score -3245705 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3245816.500000 Penalty: 4867.310059
	Iteration 8Q: 3 clusters Score -3245816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3245983.250000 Penalty: 4867.310059
	Iteration 9Q: 3 clusters Score -3245983 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3246139.750000 Penalty: 4867.310059
	Iteration 10Q: 3 clusters Score -3246140 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3246307.750000 Penalty: 4867.310059
	Iteration 11Q: 3 clusters Score -3246308 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3246493.000000 Penalty: 4867.310059
	Iteration 12Q: 3 clusters Score -3246493 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3246714.750000 Penalty: 4867.310059
	Iteration 13Q: 3 clusters Score -3246715 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -3246975.000000 Penalty: 4867.310059
	Iteration 14Q: 3 clusters Score -3246975 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3247255.750000 Penalty: 4867.310059
	Iteration 15Q: 3 clusters Score -3247256 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3247549.000000 Penalty: 4867.310059
	Iteration 16Q: 3 clusters Score -3247549 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3247877.000000 Penalty: 4867.310059
	Iteration 17Q: 3 clusters Score -3247877 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3248187.750000 Penalty: 4867.310059
	Iteration 18Q: 3 clusters Score -3248188 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3248405.500000 Penalty: 4867.310059
	Iteration 19Q: 3 clusters Score -3248406 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -3248532.750000 Penalty: 4867.310059
	Iteration 20F: 3 clusters Score -3248533 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3248625.500000 Penalty: 4867.310059
	Iteration 21Q: 3 clusters Score -3248626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3248693.500000 Penalty: 4867.310059
	Iteration 22Q: 3 clusters Score -3248694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3248732.750000 Penalty: 4867.310059
	Iteration 23Q: 3 clusters Score -3248733 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3248796.250000 Penalty: 4867.310059
	Iteration 24Q: 3 clusters Score -3248796 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3248831.250000 Penalty: 4867.310059
	Iteration 25Q: 3 clusters Score -3248831 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3248860.750000 Penalty: 4867.310059
	Iteration 26Q: 3 clusters Score -3248861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3248895.750000 Penalty: 4867.310059
	Iteration 27Q: 3 clusters Score -3248896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3248948.250000 Penalty: 4867.310059
	Iteration 28Q: 3 clusters Score -3248948 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3248980.500000 Penalty: 4867.310059
	Iteration 29Q: 3 clusters Score -3248980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3249045.750000 Penalty: 4867.310059
	Iteration 30Q: 3 clusters Score -3249046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3249088.000000 Penalty: 4867.310059
	Iteration 31Q: 3 clusters Score -3249088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3249132.250000 Penalty: 4867.310059
	Iteration 32Q: 3 clusters Score -3249132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3249175.000000 Penalty: 4867.310059
	Iteration 33Q: 3 clusters Score -3249175 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3249208.500000 Penalty: 4867.310059
	Iteration 34Q: 3 clusters Score -3249208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3249228.000000 Penalty: 4867.310059
	Iteration 35Q: 3 clusters Score -3249228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3249260.000000 Penalty: 4867.310059
	Iteration 36Q: 3 clusters Score -3249260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3249273.250000 Penalty: 4867.310059
	Iteration 37Q: 3 clusters Score -3249273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3249298.250000 Penalty: 4867.310059
	Iteration 38Q: 3 clusters Score -3249298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3249313.000000 Penalty: 4867.310059
	Iteration 39Q: 3 clusters Score -3249313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3249327.750000 Penalty: 4867.310059
	Iteration 40F: 3 clusters Score -3249328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3249338.250000 Penalty: 4867.310059
	Iteration 41Q: 3 clusters Score -3249338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3249348.250000 Penalty: 4867.310059
	Iteration 42Q: 3 clusters Score -3249348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3249348.000000 Penalty: 4867.310059
	Iteration 43Q: 3 clusters Score -3249348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3249347.250000 Penalty: 4867.310059
	Iteration 44Q: 3 clusters Score -3249347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3249361.000000 Penalty: 4867.310059
	Iteration 45Q: 3 clusters Score -3249361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3249377.750000 Penalty: 4867.310059
	Iteration 46Q: 3 clusters Score -3249378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3249382.000000 Penalty: 4867.310059
	Iteration 47Q: 3 clusters Score -3249382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -3249385.750000 Penalty: 4867.310059
	Iteration 48Q: 3 clusters Score -3249386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3249397.000000 Penalty: 4867.310059
	Iteration 49Q: 3 clusters Score -3249397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3249410.750000 Penalty: 4867.310059
	Iteration 50Q: 3 clusters Score -3249411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3249419.500000 Penalty: 4867.310059
	Iteration 51Q: 3 clusters Score -3249420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3249414.250000 Penalty: 4867.310059
	Iteration 52Q: 3 clusters Score -3249414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3249419.000000 Penalty: 4867.310059
	Iteration 53Q: 3 clusters Score -3249419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3249436.500000 Penalty: 4867.310059
	Iteration 54Q: 3 clusters Score -3249436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3249449.750000 Penalty: 4867.310059
	Iteration 55Q: 3 clusters Score -3249450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3249458.250000 Penalty: 4867.310059
	Iteration 56Q: 3 clusters Score -3249458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3249464.000000 Penalty: 4867.310059
	Iteration 57Q: 3 clusters Score -3249464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3249474.000000 Penalty: 4867.310059
	Iteration 58Q: 3 clusters Score -3249474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3249494.000000 Penalty: 4867.310059
	Iteration 59Q: 3 clusters Score -3249494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3249490.750000 Penalty: 4867.310059
	Iteration 60F: 3 clusters Score -3249491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3249497.000000 Penalty: 4867.310059
	Iteration 61Q: 3 clusters Score -3249497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3249502.000000 Penalty: 4867.310059
	Iteration 62Q: 3 clusters Score -3249502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3249507.750000 Penalty: 4867.310059
	Iteration 63Q: 3 clusters Score -3249508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3249510.750000 Penalty: 4867.310059
	Iteration 64Q: 3 clusters Score -3249511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3249517.250000 Penalty: 4867.310059
	Iteration 65Q: 3 clusters Score -3249517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3249522.500000 Penalty: 4867.310059
	Iteration 66Q: 3 clusters Score -3249522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3249530.250000 Penalty: 4867.310059
	Iteration 67Q: 3 clusters Score -3249530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3249522.250000 Penalty: 4867.310059
	Iteration 68Q: 3 clusters Score -3249522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3249529.500000 Penalty: 4867.310059
	Iteration 69Q: 3 clusters Score -3249530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3249532.750000 Penalty: 4867.310059
	Iteration 70Q: 3 clusters Score -3249533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3249541.000000 Penalty: 4867.310059
	Iteration 71Q: 3 clusters Score -3249541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3249547.000000 Penalty: 4867.310059
	Iteration 72Q: 3 clusters Score -3249547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3249563.000000 Penalty: 4867.310059
	Iteration 73Q: 3 clusters Score -3249563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3249567.000000 Penalty: 4867.310059
	Iteration 74Q: 3 clusters Score -3249567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3249594.000000 Penalty: 4867.310059
	Iteration 75Q: 3 clusters Score -3249594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3249602.500000 Penalty: 4867.310059
	Iteration 76Q: 3 clusters Score -3249602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -3249620.000000 Penalty: 4867.310059
	Iteration 77Q: 3 clusters Score -3249620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3249638.250000 Penalty: 4867.310059
	Iteration 78Q: 3 clusters Score -3249638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3249648.000000 Penalty: 4867.310059
	Iteration 79Q: 3 clusters Score -3249648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3249651.750000 Penalty: 4867.310059
	Iteration 80F: 3 clusters Score -3249652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3249662.750000 Penalty: 4867.310059
	Iteration 81Q: 3 clusters Score -3249663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3249666.500000 Penalty: 4867.310059
	Iteration 82Q: 3 clusters Score -3249666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3249680.000000 Penalty: 4867.310059
	Iteration 83Q: 3 clusters Score -3249680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3249698.750000 Penalty: 4867.310059
	Iteration 84Q: 3 clusters Score -3249699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3249709.250000 Penalty: 4867.310059
	Iteration 85Q: 3 clusters Score -3249709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3249740.000000 Penalty: 4867.310059
	Iteration 86Q: 3 clusters Score -3249740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3249757.500000 Penalty: 4867.310059
	Iteration 87Q: 3 clusters Score -3249758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3249776.250000 Penalty: 4867.310059
	Iteration 88Q: 3 clusters Score -3249776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3249794.750000 Penalty: 4867.310059
	Iteration 89Q: 3 clusters Score -3249795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3249819.750000 Penalty: 4867.310059
	Iteration 90Q: 3 clusters Score -3249820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3249851.000000 Penalty: 4867.310059
	Iteration 91Q: 3 clusters Score -3249851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3249902.000000 Penalty: 4867.310059
	Iteration 92Q: 3 clusters Score -3249902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3249939.250000 Penalty: 4867.310059
	Iteration 93Q: 3 clusters Score -3249939 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3249975.750000 Penalty: 4867.310059
	Iteration 94Q: 3 clusters Score -3249976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3250019.750000 Penalty: 4867.310059
	Iteration 95Q: 3 clusters Score -3250020 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3250066.250000 Penalty: 4867.310059
	Iteration 96Q: 3 clusters Score -3250066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3250103.500000 Penalty: 4867.310059
	Iteration 97Q: 3 clusters Score -3250104 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3250142.750000 Penalty: 4867.310059
	Iteration 98Q: 3 clusters Score -3250143 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3250189.000000 Penalty: 4867.310059
	Iteration 99Q: 3 clusters Score -3250189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3250247.000000 Penalty: 4867.310059
	Iteration 100F: 3 clusters Score -3250247 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3250277.250000 Penalty: 4867.310059
	Iteration 101Q: 3 clusters Score -3250277 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3250320.250000 Penalty: 4867.310059
	Iteration 102Q: 3 clusters Score -3250320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3250348.750000 Penalty: 4867.310059
	Iteration 103Q: 3 clusters Score -3250349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3250369.500000 Penalty: 4867.310059
	Iteration 104Q: 3 clusters Score -3250370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3250388.250000 Penalty: 4867.310059
	Iteration 105Q: 3 clusters Score -3250388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3250420.500000 Penalty: 4867.310059
	Iteration 106Q: 3 clusters Score -3250420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3250448.500000 Penalty: 4867.310059
	Iteration 107Q: 3 clusters Score -3250448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3250458.250000 Penalty: 4867.310059
	Iteration 108Q: 3 clusters Score -3250458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3250480.500000 Penalty: 4867.310059
	Iteration 109Q: 3 clusters Score -3250480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3250504.750000 Penalty: 4867.310059
	Iteration 110Q: 3 clusters Score -3250505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3250530.500000 Penalty: 4867.310059
	Iteration 111Q: 3 clusters Score -3250530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3250565.250000 Penalty: 4867.310059
	Iteration 112Q: 3 clusters Score -3250565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3250611.750000 Penalty: 4867.310059
	Iteration 113Q: 3 clusters Score -3250612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3250635.000000 Penalty: 4867.310059
	Iteration 114Q: 3 clusters Score -3250635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3250662.250000 Penalty: 4867.310059
	Iteration 115Q: 3 clusters Score -3250662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3250674.750000 Penalty: 4867.310059
	Iteration 116Q: 3 clusters Score -3250675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3250690.750000 Penalty: 4867.310059
	Iteration 117Q: 3 clusters Score -3250691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3250725.750000 Penalty: 4867.310059
	Iteration 118Q: 3 clusters Score -3250726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3250749.750000 Penalty: 4867.310059
	Iteration 119Q: 3 clusters Score -3250750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3250781.250000 Penalty: 4867.310059
	Iteration 120F: 3 clusters Score -3250781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3250797.750000 Penalty: 4867.310059
	Iteration 121Q: 3 clusters Score -3250798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3250827.500000 Penalty: 4867.310059
	Iteration 122Q: 3 clusters Score -3250828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3250837.750000 Penalty: 4867.310059
	Iteration 123Q: 3 clusters Score -3250838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3250855.000000 Penalty: 4867.310059
	Iteration 124Q: 3 clusters Score -3250855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3250895.500000 Penalty: 4867.310059
	Iteration 125Q: 3 clusters Score -3250896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3250918.500000 Penalty: 4867.310059
	Iteration 126Q: 3 clusters Score -3250918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3250949.750000 Penalty: 4867.310059
	Iteration 127Q: 3 clusters Score -3250950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3250977.750000 Penalty: 4867.310059
	Iteration 128Q: 3 clusters Score -3250978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3251004.000000 Penalty: 4867.310059
	Iteration 129Q: 3 clusters Score -3251004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3251021.750000 Penalty: 4867.310059
	Iteration 130Q: 3 clusters Score -3251022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3251043.500000 Penalty: 4867.310059
	Iteration 131Q: 3 clusters Score -3251044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3251067.000000 Penalty: 4867.310059
	Iteration 132Q: 3 clusters Score -3251067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3251099.000000 Penalty: 4867.310059
	Iteration 133Q: 3 clusters Score -3251099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3251125.250000 Penalty: 4867.310059
	Iteration 134Q: 3 clusters Score -3251125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3251149.000000 Penalty: 4867.310059
	Iteration 135Q: 3 clusters Score -3251149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3251168.250000 Penalty: 4867.310059
	Iteration 136Q: 3 clusters Score -3251168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3251223.250000 Penalty: 4867.310059
	Iteration 137Q: 3 clusters Score -3251223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3251269.500000 Penalty: 4867.310059
	Iteration 138Q: 3 clusters Score -3251270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3251332.750000 Penalty: 4867.310059
	Iteration 139Q: 3 clusters Score -3251333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3251372.750000 Penalty: 4867.310059
	Iteration 140F: 3 clusters Score -3251373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3251411.250000 Penalty: 4867.310059
	Iteration 141Q: 3 clusters Score -3251411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3251467.500000 Penalty: 4867.310059
	Iteration 142Q: 3 clusters Score -3251468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3251535.500000 Penalty: 4867.310059
	Iteration 143Q: 3 clusters Score -3251536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3251574.250000 Penalty: 4867.310059
	Iteration 144Q: 3 clusters Score -3251574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3251616.750000 Penalty: 4867.310059
	Iteration 145Q: 3 clusters Score -3251617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3251656.750000 Penalty: 4867.310059
	Iteration 146Q: 3 clusters Score -3251657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3251703.750000 Penalty: 4867.310059
	Iteration 147Q: 3 clusters Score -3251704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3251746.000000 Penalty: 4867.310059
	Iteration 148Q: 3 clusters Score -3251746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3251783.500000 Penalty: 4867.310059
	Iteration 149Q: 3 clusters Score -3251784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3251813.000000 Penalty: 4867.310059
	Iteration 150Q: 3 clusters Score -3251813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3251837.250000 Penalty: 4867.310059
	Iteration 151Q: 3 clusters Score -3251837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3251866.750000 Penalty: 4867.310059
	Iteration 152Q: 3 clusters Score -3251867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3251903.750000 Penalty: 4867.310059
	Iteration 153Q: 3 clusters Score -3251904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3251940.250000 Penalty: 4867.310059
	Iteration 154Q: 3 clusters Score -3251940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3251963.250000 Penalty: 4867.310059
	Iteration 155Q: 3 clusters Score -3251963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3251996.500000 Penalty: 4867.310059
	Iteration 156Q: 3 clusters Score -3251996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3252027.750000 Penalty: 4867.310059
	Iteration 157Q: 3 clusters Score -3252028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3252038.500000 Penalty: 4867.310059
	Iteration 158Q: 3 clusters Score -3252038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3252043.250000 Penalty: 4867.310059
	Iteration 159Q: 3 clusters Score -3252043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3252049.250000 Penalty: 4867.310059
	Iteration 160F: 3 clusters Score -3252049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3252056.250000 Penalty: 4867.310059
	Iteration 161Q: 3 clusters Score -3252056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3252062.000000 Penalty: 4867.310059
	Iteration 162Q: 3 clusters Score -3252062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3252074.750000 Penalty: 4867.310059
	Iteration 163Q: 3 clusters Score -3252075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3252077.250000 Penalty: 4867.310059
	Iteration 164Q: 3 clusters Score -3252077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3252084.000000 Penalty: 4867.310059
	Iteration 165Q: 3 clusters Score -3252084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3252091.750000 Penalty: 4867.310059
	Iteration 166Q: 3 clusters Score -3252092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3252091.750000 Penalty: 4867.310059
	Iteration 167F: 3 clusters Score -3252092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Entering Unmasked Estep 
Score: -4263767.000000 Penalty: 2486.385742
	Iteration 0F: 2 clusters Score -4263767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4249543.000000 Penalty: 4972.771484
	Iteration 0F: 3 clusters Score -4249543 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4254832.500000 Penalty: 4972.771484
	Iteration 1F: 3 clusters Score -4254832 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4255188.000000 Penalty: 4972.771484
	Iteration 2Q: 3 clusters Score -4255188 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4255481.500000 Penalty: 4972.771484
	Iteration 3Q: 3 clusters Score -4255482 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4255775.000000 Penalty: 4972.771484
	Iteration 4Q: 3 clusters Score -4255775 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4256130.000000 Penalty: 4972.771484
	Iteration 5Q: 3 clusters Score -4256130 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4256648.500000 Penalty: 4972.771484
	Iteration 6Q: 3 clusters Score -4256648 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4257419.000000 Penalty: 4972.771484
	Iteration 7F: 3 clusters Score -4257419 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4258441.000000 Penalty: 4972.771484
	Iteration 8F: 3 clusters Score -4258441 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4259543.000000 Penalty: 4972.771484
	Iteration 9F: 3 clusters Score -4259543 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4260462.500000 Penalty: 4972.771484
	Iteration 10F: 3 clusters Score -4260462 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4261039.500000 Penalty: 4972.771484
	Iteration 11Q: 3 clusters Score -4261040 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4261337.000000 Penalty: 4972.771484
	Iteration 12Q: 3 clusters Score -4261337 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4261462.500000 Penalty: 4972.771484
	Iteration 13Q: 3 clusters Score -4261462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4261525.000000 Penalty: 4972.771484
	Iteration 14Q: 3 clusters Score -4261525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4261583.000000 Penalty: 4972.771484
	Iteration 15Q: 3 clusters Score -4261583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4261619.500000 Penalty: 4972.771484
	Iteration 16Q: 3 clusters Score -4261620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4261639.000000 Penalty: 4972.771484
	Iteration 17Q: 3 clusters Score -4261639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4261657.500000 Penalty: 4972.771484
	Iteration 18Q: 3 clusters Score -4261658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4261665.000000 Penalty: 4972.771484
	Iteration 19Q: 3 clusters Score -4261665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4261670.500000 Penalty: 4972.771484
	Iteration 20F: 3 clusters Score -4261670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4261671.500000 Penalty: 4972.771484
	Iteration 21Q: 3 clusters Score -4261672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4261676.500000 Penalty: 4972.771484
	Iteration 22Q: 3 clusters Score -4261676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4261675.500000 Penalty: 4972.771484
	Iteration 23Q: 3 clusters Score -4261676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4261675.500000 Penalty: 4972.771484
	Iteration 24F: 3 clusters Score -4261676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -1938620.875000 Penalty: 2280.994629
	Iteration 0F: 2 clusters Score -1938621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1931003.250000 Penalty: 4561.989258
	Iteration 0F: 3 clusters Score -1931003 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1933169.000000 Penalty: 4561.989258
	Iteration 1F: 3 clusters Score -1933169 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1933435.500000 Penalty: 4561.989258
	Iteration 2F: 3 clusters Score -1933436 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1933594.875000 Penalty: 4561.989258
	Iteration 3Q: 3 clusters Score -1933595 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1933719.250000 Penalty: 4561.989258
	Iteration 4Q: 3 clusters Score -1933719 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1933831.500000 Penalty: 4561.989258
	Iteration 5Q: 3 clusters Score -1933832 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1933952.000000 Penalty: 4561.989258
	Iteration 6Q: 3 clusters Score -1933952 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1934051.250000 Penalty: 4561.989258
	Iteration 7Q: 3 clusters Score -1934051 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1934174.000000 Penalty: 4561.989258
	Iteration 8Q: 3 clusters Score -1934174 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1934324.750000 Penalty: 4561.989258
	Iteration 9Q: 3 clusters Score -1934325 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1934526.125000 Penalty: 4561.989258
	Iteration 10Q: 3 clusters Score -1934526 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1934768.125000 Penalty: 4561.989258
	Iteration 11Q: 3 clusters Score -1934768 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1935043.375000 Penalty: 4561.989258
	Iteration 12Q: 3 clusters Score -1935043 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1935346.375000 Penalty: 4561.989258
	Iteration 13Q: 3 clusters Score -1935346 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1935653.000000 Penalty: 4561.989258
	Iteration 14Q: 3 clusters Score -1935653 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1935919.250000 Penalty: 4561.989258
	Iteration 15Q: 3 clusters Score -1935919 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1936170.625000 Penalty: 4561.989258
	Iteration 16Q: 3 clusters Score -1936171 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1936377.500000 Penalty: 4561.989258
	Iteration 17Q: 3 clusters Score -1936378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1936532.500000 Penalty: 4561.989258
	Iteration 18Q: 3 clusters Score -1936532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1936638.750000 Penalty: 4561.989258
	Iteration 19Q: 3 clusters Score -1936639 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1936706.250000 Penalty: 4561.989258
	Iteration 20F: 3 clusters Score -1936706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1936753.250000 Penalty: 4561.989258
	Iteration 21Q: 3 clusters Score -1936753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1936785.750000 Penalty: 4561.989258
	Iteration 22Q: 3 clusters Score -1936786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1936810.000000 Penalty: 4561.989258
	Iteration 23Q: 3 clusters Score -1936810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1936828.375000 Penalty: 4561.989258
	Iteration 24Q: 3 clusters Score -1936828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1936846.875000 Penalty: 4561.989258
	Iteration 25Q: 3 clusters Score -1936847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1936853.375000 Penalty: 4561.989258
	Iteration 26Q: 3 clusters Score -1936853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1936861.750000 Penalty: 4561.989258
	Iteration 27Q: 3 clusters Score -1936862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1936870.125000 Penalty: 4561.989258
	Iteration 28Q: 3 clusters Score -1936870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1936876.125000 Penalty: 4561.989258
	Iteration 29Q: 3 clusters Score -1936876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1936879.500000 Penalty: 4561.989258
	Iteration 30Q: 3 clusters Score -1936880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1936879.750000 Penalty: 4561.989258
	Iteration 31Q: 3 clusters Score -1936880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1936884.875000 Penalty: 4561.989258
	Iteration 32Q: 3 clusters Score -1936885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1936881.250000 Penalty: 4561.989258
	Iteration 33Q: 3 clusters Score -1936881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1936880.625000 Penalty: 4561.989258
	Iteration 34Q: 3 clusters Score -1936881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1936880.000000 Penalty: 4561.989258
	Iteration 35Q: 3 clusters Score -1936880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1936880.000000 Penalty: 4561.989258
	Iteration 36F: 3 clusters Score -1936880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Entering Unmasked Estep 
Score: -3871888.750000 Penalty: 2453.772705
	Iteration 0F: 2 clusters Score -3871889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3859299.750000 Penalty: 4907.545410
	Iteration 0F: 3 clusters Score -3859300 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3863905.500000 Penalty: 4907.545410
	Iteration 1F: 3 clusters Score -3863906 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3864264.750000 Penalty: 4907.545410
	Iteration 2F: 3 clusters Score -3864265 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -3864534.750000 Penalty: 4907.545410
	Iteration 3Q: 3 clusters Score -3864535 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3864752.250000 Penalty: 4907.545410
	Iteration 4Q: 3 clusters Score -3864752 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3864972.000000 Penalty: 4907.545410
	Iteration 5Q: 3 clusters Score -3864972 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3865243.000000 Penalty: 4907.545410
	Iteration 6Q: 3 clusters Score -3865243 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3865546.500000 Penalty: 4907.545410
	Iteration 7Q: 3 clusters Score -3865546 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3865893.500000 Penalty: 4907.545410
	Iteration 8Q: 3 clusters Score -3865894 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3866401.000000 Penalty: 4907.545410
	Iteration 9Q: 3 clusters Score -3866401 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3867005.250000 Penalty: 4907.545410
	Iteration 10Q: 3 clusters Score -3867005 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3867629.500000 Penalty: 4907.545410
	Iteration 11Q: 3 clusters Score -3867630 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3868265.250000 Penalty: 4907.545410
	Iteration 12Q: 3 clusters Score -3868265 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3868774.000000 Penalty: 4907.545410
	Iteration 13Q: 3 clusters Score -3868774 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3869160.500000 Penalty: 4907.545410
	Iteration 14Q: 3 clusters Score -3869160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3869433.500000 Penalty: 4907.545410
	Iteration 15Q: 3 clusters Score -3869434 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3869680.750000 Penalty: 4907.545410
	Iteration 16Q: 3 clusters Score -3869681 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3869854.000000 Penalty: 4907.545410
	Iteration 17Q: 3 clusters Score -3869854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3869976.500000 Penalty: 4907.545410
	Iteration 18Q: 3 clusters Score -3869976 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3870090.500000 Penalty: 4907.545410
	Iteration 19Q: 3 clusters Score -3870090 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3870199.750000 Penalty: 4907.545410
	Iteration 20F: 3 clusters Score -3870200 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3870288.750000 Penalty: 4907.545410
	Iteration 21Q: 3 clusters Score -3870289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3870359.750000 Penalty: 4907.545410
	Iteration 22Q: 3 clusters Score -3870360 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3870417.000000 Penalty: 4907.545410
	Iteration 23Q: 3 clusters Score -3870417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3870460.500000 Penalty: 4907.545410
	Iteration 24Q: 3 clusters Score -3870460 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3870500.750000 Penalty: 4907.545410
	Iteration 25Q: 3 clusters Score -3870501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3870531.000000 Penalty: 4907.545410
	Iteration 26Q: 3 clusters Score -3870531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3870549.750000 Penalty: 4907.545410
	Iteration 27Q: 3 clusters Score -3870550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3870565.750000 Penalty: 4907.545410
	Iteration 28Q: 3 clusters Score -3870566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3870570.500000 Penalty: 4907.545410
	Iteration 29Q: 3 clusters Score -3870570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3870585.250000 Penalty: 4907.545410
	Iteration 30Q: 3 clusters Score -3870585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3870590.750000 Penalty: 4907.545410
	Iteration 31Q: 3 clusters Score -3870591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3870583.000000 Penalty: 4907.545410
	Iteration 32Q: 3 clusters Score -3870583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3870588.500000 Penalty: 4907.545410
	Iteration 33Q: 3 clusters Score -3870588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3870594.250000 Penalty: 4907.545410
	Iteration 34Q: 3 clusters Score -3870594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3870594.000000 Penalty: 4907.545410
	Iteration 35Q: 3 clusters Score -3870594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3870597.250000 Penalty: 4907.545410
	Iteration 36Q: 3 clusters Score -3870597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3870602.000000 Penalty: 4907.545410
	Iteration 37Q: 3 clusters Score -3870602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3870605.250000 Penalty: 4907.545410
	Iteration 38Q: 3 clusters Score -3870605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3870606.500000 Penalty: 4907.545410
	Iteration 39Q: 3 clusters Score -3870606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3870622.000000 Penalty: 4907.545410
	Iteration 40F: 3 clusters Score -3870622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -3870624.000000 Penalty: 4907.545410
	Iteration 41Q: 3 clusters Score -3870624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3870621.250000 Penalty: 4907.545410
	Iteration 42Q: 3 clusters Score -3870621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3870627.500000 Penalty: 4907.545410
	Iteration 43Q: 3 clusters Score -3870628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3870630.750000 Penalty: 4907.545410
	Iteration 44Q: 3 clusters Score -3870631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3870632.000000 Penalty: 4907.545410
	Iteration 45Q: 3 clusters Score -3870632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3870633.250000 Penalty: 4907.545410
	Iteration 46Q: 3 clusters Score -3870633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3870636.750000 Penalty: 4907.545410
	Iteration 47Q: 3 clusters Score -3870637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3870640.500000 Penalty: 4907.545410
	Iteration 48Q: 3 clusters Score -3870640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3870646.250000 Penalty: 4907.545410
	Iteration 49Q: 3 clusters Score -3870646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3870652.000000 Penalty: 4907.545410
	Iteration 50Q: 3 clusters Score -3870652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3870648.000000 Penalty: 4907.545410
	Iteration 51Q: 3 clusters Score -3870648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3870646.250000 Penalty: 4907.545410
	Iteration 52Q: 3 clusters Score -3870646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3870649.000000 Penalty: 4907.545410
	Iteration 53Q: 3 clusters Score -3870649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3870646.250000 Penalty: 4907.545410
	Iteration 54Q: 3 clusters Score -3870646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3870649.000000 Penalty: 4907.545410
	Iteration 55Q: 3 clusters Score -3870649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3870649.000000 Penalty: 4907.545410
	Iteration 56Q: 3 clusters Score -3870649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3870648.750000 Penalty: 4907.545410
	Iteration 57Q: 3 clusters Score -3870649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3870649.250000 Penalty: 4907.545410
	Iteration 58Q: 3 clusters Score -3870649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3870654.000000 Penalty: 4907.545410
	Iteration 59Q: 3 clusters Score -3870654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3870656.500000 Penalty: 4907.545410
	Iteration 60F: 3 clusters Score -3870656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -3870656.500000 Penalty: 4907.545410
	Iteration 61Q: 3 clusters Score -3870656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3870651.500000 Penalty: 4907.545410
	Iteration 62Q: 3 clusters Score -3870652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3870653.000000 Penalty: 4907.545410
	Iteration 63Q: 3 clusters Score -3870653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3870651.250000 Penalty: 4907.545410
	Iteration 64Q: 3 clusters Score -3870651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3870656.250000 Penalty: 4907.545410
	Iteration 65Q: 3 clusters Score -3870656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3870657.500000 Penalty: 4907.545410
	Iteration 66Q: 3 clusters Score -3870658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3870662.500000 Penalty: 4907.545410
	Iteration 67Q: 3 clusters Score -3870662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3870658.250000 Penalty: 4907.545410
	Iteration 68Q: 3 clusters Score -3870658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3870666.750000 Penalty: 4907.545410
	Iteration 69Q: 3 clusters Score -3870667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3870670.750000 Penalty: 4907.545410
	Iteration 70Q: 3 clusters Score -3870671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -3870679.500000 Penalty: 4907.545410
	Iteration 71Q: 3 clusters Score -3870680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3870681.000000 Penalty: 4907.545410
	Iteration 72Q: 3 clusters Score -3870681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3870676.750000 Penalty: 4907.545410
	Iteration 73Q: 3 clusters Score -3870677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3870676.250000 Penalty: 4907.545410
	Iteration 74Q: 3 clusters Score -3870676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3870672.250000 Penalty: 4907.545410
	Iteration 75Q: 3 clusters Score -3870672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3870676.000000 Penalty: 4907.545410
	Iteration 76Q: 3 clusters Score -3870676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3870681.250000 Penalty: 4907.545410
	Iteration 77Q: 3 clusters Score -3870681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3870678.500000 Penalty: 4907.545410
	Iteration 78Q: 3 clusters Score -3870678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3870684.500000 Penalty: 4907.545410
	Iteration 79Q: 3 clusters Score -3870684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3870684.000000 Penalty: 4907.545410
	Iteration 80F: 3 clusters Score -3870684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3870679.250000 Penalty: 4907.545410
	Iteration 81Q: 3 clusters Score -3870679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -3870688.500000 Penalty: 4907.545410
	Iteration 82Q: 3 clusters Score -3870688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3870690.250000 Penalty: 4907.545410
	Iteration 83Q: 3 clusters Score -3870690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3870695.250000 Penalty: 4907.545410
	Iteration 84Q: 3 clusters Score -3870695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3870699.750000 Penalty: 4907.545410
	Iteration 85Q: 3 clusters Score -3870700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3870694.000000 Penalty: 4907.545410
	Iteration 86Q: 3 clusters Score -3870694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3870689.750000 Penalty: 4907.545410
	Iteration 87Q: 3 clusters Score -3870690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3870697.500000 Penalty: 4907.545410
	Iteration 88Q: 3 clusters Score -3870698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3870704.250000 Penalty: 4907.545410
	Iteration 89Q: 3 clusters Score -3870704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3870705.500000 Penalty: 4907.545410
	Iteration 90Q: 3 clusters Score -3870706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3870706.500000 Penalty: 4907.545410
	Iteration 91Q: 3 clusters Score -3870706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3870706.250000 Penalty: 4907.545410
	Iteration 92Q: 3 clusters Score -3870706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3870703.750000 Penalty: 4907.545410
	Iteration 93Q: 3 clusters Score -3870704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3870703.250000 Penalty: 4907.545410
	Iteration 94Q: 3 clusters Score -3870703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3870703.000000 Penalty: 4907.545410
	Iteration 95Q: 3 clusters Score -3870703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3870707.750000 Penalty: 4907.545410
	Iteration 96Q: 3 clusters Score -3870708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3870704.750000 Penalty: 4907.545410
	Iteration 97Q: 3 clusters Score -3870705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3870705.500000 Penalty: 4907.545410
	Iteration 98Q: 3 clusters Score -3870706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3870711.250000 Penalty: 4907.545410
	Iteration 99Q: 3 clusters Score -3870711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3870712.000000 Penalty: 4907.545410
	Iteration 100F: 3 clusters Score -3870712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3870712.000000 Penalty: 4907.545410
	Iteration 101Q: 3 clusters Score -3870712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3870712.000000 Penalty: 4907.545410
	Iteration 102F: 3 clusters Score -3870712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -794685.812500 Penalty: 2074.975342
	Iteration 0F: 2 clusters Score -794685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -790643.375000 Penalty: 4149.950684
	Iteration 0F: 3 clusters Score -790643.4 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -791555.750000 Penalty: 4149.950684
	Iteration 1F: 3 clusters Score -791555.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -791750.125000 Penalty: 4149.950684
	Iteration 2F: 3 clusters Score -791750.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -791845.937500 Penalty: 4149.950684
	Iteration 3Q: 3 clusters Score -791845.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -791929.312500 Penalty: 4149.950684
	Iteration 4Q: 3 clusters Score -791929.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -791986.750000 Penalty: 4149.950684
	Iteration 5Q: 3 clusters Score -791986.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -792021.625000 Penalty: 4149.950684
	Iteration 6Q: 3 clusters Score -792021.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -792058.125000 Penalty: 4149.950684
	Iteration 7Q: 3 clusters Score -792058.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -792095.187500 Penalty: 4149.950684
	Iteration 8Q: 3 clusters Score -792095.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -792131.562500 Penalty: 4149.950684
	Iteration 9Q: 3 clusters Score -792131.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -792155.562500 Penalty: 4149.950684
	Iteration 10Q: 3 clusters Score -792155.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -792188.687500 Penalty: 4149.950684
	Iteration 11Q: 3 clusters Score -792188.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -792230.562500 Penalty: 4149.950684
	Iteration 12Q: 3 clusters Score -792230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -792266.250000 Penalty: 4149.950684
	Iteration 13Q: 3 clusters Score -792266.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -792294.000000 Penalty: 4149.950684
	Iteration 14Q: 3 clusters Score -792294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -792317.437500 Penalty: 4149.950684
	Iteration 15Q: 3 clusters Score -792317.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -792335.000000 Penalty: 4149.950684
	Iteration 16Q: 3 clusters Score -792335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -792364.437500 Penalty: 4149.950684
	Iteration 17Q: 3 clusters Score -792364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -792396.625000 Penalty: 4149.950684
	Iteration 18Q: 3 clusters Score -792396.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -792437.375000 Penalty: 4149.950684
	Iteration 19Q: 3 clusters Score -792437.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -792466.750000 Penalty: 4149.950684
	Iteration 20F: 3 clusters Score -792466.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -792491.375000 Penalty: 4149.950684
	Iteration 21Q: 3 clusters Score -792491.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -792521.875000 Penalty: 4149.950684
	Iteration 22Q: 3 clusters Score -792521.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -792553.875000 Penalty: 4149.950684
	Iteration 23Q: 3 clusters Score -792553.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -792576.312500 Penalty: 4149.950684
	Iteration 24Q: 3 clusters Score -792576.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -792597.500000 Penalty: 4149.950684
	Iteration 25Q: 3 clusters Score -792597.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -792608.562500 Penalty: 4149.950684
	Iteration 26Q: 3 clusters Score -792608.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -792620.562500 Penalty: 4149.950684
	Iteration 27Q: 3 clusters Score -792620.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -792628.437500 Penalty: 4149.950684
	Iteration 28Q: 3 clusters Score -792628.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -792636.312500 Penalty: 4149.950684
	Iteration 29Q: 3 clusters Score -792636.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -792642.125000 Penalty: 4149.950684
	Iteration 30Q: 3 clusters Score -792642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -792645.562500 Penalty: 4149.950684
	Iteration 31Q: 3 clusters Score -792645.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -792649.562500 Penalty: 4149.950684
	Iteration 32Q: 3 clusters Score -792649.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -792651.562500 Penalty: 4149.950684
	Iteration 33Q: 3 clusters Score -792651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -792654.937500 Penalty: 4149.950684
	Iteration 34Q: 3 clusters Score -792654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -792657.000000 Penalty: 4149.950684
	Iteration 35Q: 3 clusters Score -792657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -792665.062500 Penalty: 4149.950684
	Iteration 36Q: 3 clusters Score -792665.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -792672.312500 Penalty: 4149.950684
	Iteration 37Q: 3 clusters Score -792672.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -792685.937500 Penalty: 4149.950684
	Iteration 38Q: 3 clusters Score -792685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -792693.312500 Penalty: 4149.950684
	Iteration 39Q: 3 clusters Score -792693.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -792700.250000 Penalty: 4149.950684
	Iteration 40F: 3 clusters Score -792700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -792711.812500 Penalty: 4149.950684
	Iteration 41Q: 3 clusters Score -792711.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -792724.000000 Penalty: 4149.950684
	Iteration 42Q: 3 clusters Score -792724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -792732.312500 Penalty: 4149.950684
	Iteration 43Q: 3 clusters Score -792732.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -792738.125000 Penalty: 4149.950684
	Iteration 44Q: 3 clusters Score -792738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -792742.125000 Penalty: 4149.950684
	Iteration 45Q: 3 clusters Score -792742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -792743.500000 Penalty: 4149.950684
	Iteration 46Q: 3 clusters Score -792743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -792744.375000 Penalty: 4149.950684
	Iteration 47Q: 3 clusters Score -792744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -792744.937500 Penalty: 4149.950684
	Iteration 48Q: 3 clusters Score -792744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -792746.250000 Penalty: 4149.950684
	Iteration 49Q: 3 clusters Score -792746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -792747.937500 Penalty: 4149.950684
	Iteration 50Q: 3 clusters Score -792747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -792751.500000 Penalty: 4149.950684
	Iteration 51Q: 3 clusters Score -792751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -792756.562500 Penalty: 4149.950684
	Iteration 52Q: 3 clusters Score -792756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -792762.937500 Penalty: 4149.950684
	Iteration 53Q: 3 clusters Score -792762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -792764.625000 Penalty: 4149.950684
	Iteration 54Q: 3 clusters Score -792764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -792765.562500 Penalty: 4149.950684
	Iteration 55Q: 3 clusters Score -792765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -792768.312500 Penalty: 4149.950684
	Iteration 56Q: 3 clusters Score -792768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -792769.187500 Penalty: 4149.950684
	Iteration 57Q: 3 clusters Score -792769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -792768.687500 Penalty: 4149.950684
	Iteration 58Q: 3 clusters Score -792768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -792770.187500 Penalty: 4149.950684
	Iteration 59Q: 3 clusters Score -792770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -792770.187500 Penalty: 4149.950684
	Iteration 60F: 3 clusters Score -792770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Entering Unmasked Estep 
Score: -5549523.000000 Penalty: 2553.810303
	Iteration 0F: 2 clusters Score -5549523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5530164.000000 Penalty: 5107.620605
	Iteration 0F: 3 clusters Score -5530164 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5537252.500000 Penalty: 5107.620605
	Iteration 1F: 3 clusters Score -5537252 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5537720.000000 Penalty: 5107.620605
	Iteration 2Q: 3 clusters Score -5537720 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5538208.500000 Penalty: 5107.620605
	Iteration 3Q: 3 clusters Score -5538208 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5538777.500000 Penalty: 5107.620605
	Iteration 4Q: 3 clusters Score -5538778 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5539523.000000 Penalty: 5107.620605
	Iteration 5Q: 3 clusters Score -5539523 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5540451.000000 Penalty: 5107.620605
	Iteration 6F: 3 clusters Score -5540451 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -5541678.000000 Penalty: 5107.620605
	Iteration 7F: 3 clusters Score -5541678 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -5543048.500000 Penalty: 5107.620605
	Iteration 8F: 3 clusters Score -5543048 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -5544317.500000 Penalty: 5107.620605
	Iteration 9F: 3 clusters Score -5544318 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5545390.500000 Penalty: 5107.620605
	Iteration 10F: 3 clusters Score -5545390 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -5546099.500000 Penalty: 5107.620605
	Iteration 11Q: 3 clusters Score -5546100 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5546538.500000 Penalty: 5107.620605
	Iteration 12Q: 3 clusters Score -5546538 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5546830.500000 Penalty: 5107.620605
	Iteration 13Q: 3 clusters Score -5546830 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5547016.000000 Penalty: 5107.620605
	Iteration 14Q: 3 clusters Score -5547016 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5547227.000000 Penalty: 5107.620605
	Iteration 15Q: 3 clusters Score -5547227 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5547349.500000 Penalty: 5107.620605
	Iteration 16Q: 3 clusters Score -5547350 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5547481.500000 Penalty: 5107.620605
	Iteration 17Q: 3 clusters Score -5547482 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5547603.500000 Penalty: 5107.620605
	Iteration 18Q: 3 clusters Score -5547604 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -5547654.000000 Penalty: 5107.620605
	Iteration 19Q: 3 clusters Score -5547654 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5547718.500000 Penalty: 5107.620605
	Iteration 20F: 3 clusters Score -5547718 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -5547756.500000 Penalty: 5107.620605
	Iteration 21Q: 3 clusters Score -5547756 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5547812.500000 Penalty: 5107.620605
	Iteration 22Q: 3 clusters Score -5547812 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5547811.000000 Penalty: 5107.620605
	Iteration 23Q: 3 clusters Score -5547811 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5547826.000000 Penalty: 5107.620605
	Iteration 24Q: 3 clusters Score -5547826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5547834.500000 Penalty: 5107.620605
	Iteration 25Q: 3 clusters Score -5547834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5547849.500000 Penalty: 5107.620605
	Iteration 26Q: 3 clusters Score -5547850 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5547860.500000 Penalty: 5107.620605
	Iteration 27Q: 3 clusters Score -5547860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -5547863.000000 Penalty: 5107.620605
	Iteration 28Q: 3 clusters Score -5547863 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5547884.000000 Penalty: 5107.620605
	Iteration 29Q: 3 clusters Score -5547884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5547905.000000 Penalty: 5107.620605
	Iteration 30Q: 3 clusters Score -5547905 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5547902.000000 Penalty: 5107.620605
	Iteration 31Q: 3 clusters Score -5547902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -5547921.500000 Penalty: 5107.620605
	Iteration 32Q: 3 clusters Score -5547922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -5547915.000000 Penalty: 5107.620605
	Iteration 33Q: 3 clusters Score -5547915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5547930.500000 Penalty: 5107.620605
	Iteration 34Q: 3 clusters Score -5547930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5547945.500000 Penalty: 5107.620605
	Iteration 35Q: 3 clusters Score -5547946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5547954.500000 Penalty: 5107.620605
	Iteration 36Q: 3 clusters Score -5547954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -5547962.000000 Penalty: 5107.620605
	Iteration 37Q: 3 clusters Score -5547962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5547967.000000 Penalty: 5107.620605
	Iteration 38Q: 3 clusters Score -5547967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5547964.000000 Penalty: 5107.620605
	Iteration 39Q: 3 clusters Score -5547964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -5547987.500000 Penalty: 5107.620605
	Iteration 40F: 3 clusters Score -5547988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5548002.000000 Penalty: 5107.620605
	Iteration 41Q: 3 clusters Score -5548002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -5548004.000000 Penalty: 5107.620605
	Iteration 42Q: 3 clusters Score -5548004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5548009.000000 Penalty: 5107.620605
	Iteration 43Q: 3 clusters Score -5548009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5548017.500000 Penalty: 5107.620605
	Iteration 44Q: 3 clusters Score -5548018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5548023.500000 Penalty: 5107.620605
	Iteration 45Q: 3 clusters Score -5548024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5548036.000000 Penalty: 5107.620605
	Iteration 46Q: 3 clusters Score -5548036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -5548040.500000 Penalty: 5107.620605
	Iteration 47Q: 3 clusters Score -5548040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5548041.500000 Penalty: 5107.620605
	Iteration 48Q: 3 clusters Score -5548042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5548035.000000 Penalty: 5107.620605
	Iteration 49Q: 3 clusters Score -5548035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5548036.000000 Penalty: 5107.620605
	Iteration 50Q: 3 clusters Score -5548036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -5548029.000000 Penalty: 5107.620605
	Iteration 51Q: 3 clusters Score -5548029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -5548048.000000 Penalty: 5107.620605
	Iteration 52Q: 3 clusters Score -5548048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5548043.500000 Penalty: 5107.620605
	Iteration 53Q: 3 clusters Score -5548044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5548056.500000 Penalty: 5107.620605
	Iteration 54Q: 3 clusters Score -5548056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5548064.500000 Penalty: 5107.620605
	Iteration 55Q: 3 clusters Score -5548064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5548066.500000 Penalty: 5107.620605
	Iteration 56Q: 3 clusters Score -5548066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5548069.000000 Penalty: 5107.620605
	Iteration 57Q: 3 clusters Score -5548069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -5548063.500000 Penalty: 5107.620605
	Iteration 58Q: 3 clusters Score -5548064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5548064.500000 Penalty: 5107.620605
	Iteration 59Q: 3 clusters Score -5548064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5548064.000000 Penalty: 5107.620605
	Iteration 60F: 3 clusters Score -5548064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -5548064.500000 Penalty: 5107.620605
	Iteration 61Q: 3 clusters Score -5548064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -5548062.000000 Penalty: 5107.620605
	Iteration 62Q: 3 clusters Score -5548062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5548054.500000 Penalty: 5107.620605
	Iteration 63Q: 3 clusters Score -5548054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5548063.500000 Penalty: 5107.620605
	Iteration 64Q: 3 clusters Score -5548064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5548064.500000 Penalty: 5107.620605
	Iteration 65Q: 3 clusters Score -5548064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -5548068.000000 Penalty: 5107.620605
	Iteration 66Q: 3 clusters Score -5548068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5548070.500000 Penalty: 5107.620605
	Iteration 67Q: 3 clusters Score -5548070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5548071.500000 Penalty: 5107.620605
	Iteration 68Q: 3 clusters Score -5548072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -5548073.500000 Penalty: 5107.620605
	Iteration 69Q: 3 clusters Score -5548074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5548073.500000 Penalty: 5107.620605
	Iteration 70Q: 3 clusters Score -5548074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5548076.000000 Penalty: 5107.620605
	Iteration 71Q: 3 clusters Score -5548076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5548078.000000 Penalty: 5107.620605
	Iteration 72Q: 3 clusters Score -5548078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5548076.500000 Penalty: 5107.620605
	Iteration 73Q: 3 clusters Score -5548076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5548072.000000 Penalty: 5107.620605
	Iteration 74Q: 3 clusters Score -5548072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5548072.000000 Penalty: 5107.620605
	Iteration 75F: 3 clusters Score -5548072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -88016.390625 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -88016.39 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 278 members 
Entering Unmasked Estep 
Score: -86554.359375 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -86554.36 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86813.085938 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -86813.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86916.320312 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -86916.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86964.640625 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -86964.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86998.109375 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -86998.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87057.960938 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -87057.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87103.117188 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -87103.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87128.906250 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -87128.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87179.445312 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -87179.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87213.632812 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -87213.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87227.789062 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -87227.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87231.921875 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -87231.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87235.656250 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -87235.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87238.882812 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -87238.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87241.218750 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -87241.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87245.304688 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -87245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87247.132812 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -87247.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87247.585938 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -87247.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87248.804688 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -87248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87262.195312 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -87262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87301.687500 Penalty: 3125.189941
	Iteration 20F: 3 clusters Score -87301.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87321.625000 Penalty: 3125.189941
	Iteration 21Q: 3 clusters Score -87321.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87333.085938 Penalty: 3125.189941
	Iteration 22Q: 3 clusters Score -87333.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87337.382812 Penalty: 3125.189941
	Iteration 23Q: 3 clusters Score -87337.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87339.289062 Penalty: 3125.189941
	Iteration 24Q: 3 clusters Score -87339.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87339.289062 Penalty: 3125.189941
	Iteration 25F: 3 clusters Score -87339.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 152 members 
Entering Unmasked Estep 
Score: -46563.355469 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46563.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46638.324219 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46638.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46679.421875 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46679.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46694.640625 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46694.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46697.468750 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46697.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46700.492188 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46700.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46700.492188 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -46700.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Entering Unmasked Estep 
Score: -5014723.000000 Penalty: 2532.366699
	Iteration 0F: 2 clusters Score -5014723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4996268.000000 Penalty: 5064.733398
	Iteration 0F: 3 clusters Score -4996268 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5002869.000000 Penalty: 5064.733398
	Iteration 1F: 3 clusters Score -5002869 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -5003268.000000 Penalty: 5064.733398
	Iteration 2Q: 3 clusters Score -5003268 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5003710.500000 Penalty: 5064.733398
	Iteration 3Q: 3 clusters Score -5003710 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -5004298.500000 Penalty: 5064.733398
	Iteration 4Q: 3 clusters Score -5004298 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -5005047.000000 Penalty: 5064.733398
	Iteration 5F: 3 clusters Score -5005047 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5006131.500000 Penalty: 5064.733398
	Iteration 6F: 3 clusters Score -5006132 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5007674.000000 Penalty: 5064.733398
	Iteration 7F: 3 clusters Score -5007674 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -5009444.500000 Penalty: 5064.733398
	Iteration 8F: 3 clusters Score -5009444 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5010912.000000 Penalty: 5064.733398
	Iteration 9F: 3 clusters Score -5010912 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5011783.000000 Penalty: 5064.733398
	Iteration 10Q: 3 clusters Score -5011783 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5012146.000000 Penalty: 5064.733398
	Iteration 11Q: 3 clusters Score -5012146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5012316.500000 Penalty: 5064.733398
	Iteration 12Q: 3 clusters Score -5012316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5012400.000000 Penalty: 5064.733398
	Iteration 13Q: 3 clusters Score -5012400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -5012424.000000 Penalty: 5064.733398
	Iteration 14Q: 3 clusters Score -5012424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5012442.000000 Penalty: 5064.733398
	Iteration 15Q: 3 clusters Score -5012442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5012451.500000 Penalty: 5064.733398
	Iteration 16Q: 3 clusters Score -5012452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5012462.000000 Penalty: 5064.733398
	Iteration 17Q: 3 clusters Score -5012462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5012466.000000 Penalty: 5064.733398
	Iteration 18Q: 3 clusters Score -5012466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5012466.500000 Penalty: 5064.733398
	Iteration 19Q: 3 clusters Score -5012466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5012466.500000 Penalty: 5064.733398
	Iteration 20F: 3 clusters Score -5012466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Entering Unmasked Estep 
Score: -6769190.500000 Penalty: 2603.162109
	Iteration 0F: 2 clusters Score -6769190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6746364.500000 Penalty: 5206.324219
	Iteration 0F: 3 clusters Score -6746364 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -6755424.500000 Penalty: 5206.324219
	Iteration 1F: 3 clusters Score -6755424 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -6755832.000000 Penalty: 5206.324219
	Iteration 2Q: 3 clusters Score -6755832 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -6756168.000000 Penalty: 5206.324219
	Iteration 3Q: 3 clusters Score -6756168 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -6756459.000000 Penalty: 5206.324219
	Iteration 4Q: 3 clusters Score -6756459 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -6756753.000000 Penalty: 5206.324219
	Iteration 5Q: 3 clusters Score -6756753 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -6756981.000000 Penalty: 5206.324219
	Iteration 6Q: 3 clusters Score -6756981 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6757258.500000 Penalty: 5206.324219
	Iteration 7Q: 3 clusters Score -6757258 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -6757645.000000 Penalty: 5206.324219
	Iteration 8Q: 3 clusters Score -6757645 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6758201.000000 Penalty: 5206.324219
	Iteration 9Q: 3 clusters Score -6758201 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6758928.000000 Penalty: 5206.324219
	Iteration 10Q: 3 clusters Score -6758928 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -6759893.500000 Penalty: 5206.324219
	Iteration 11Q: 3 clusters Score -6759894 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6761056.500000 Penalty: 5206.324219
	Iteration 12Q: 3 clusters Score -6761056 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6762055.000000 Penalty: 5206.324219
	Iteration 13Q: 3 clusters Score -6762055 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -6762882.500000 Penalty: 5206.324219
	Iteration 14Q: 3 clusters Score -6762882 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6763424.500000 Penalty: 5206.324219
	Iteration 15Q: 3 clusters Score -6763424 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -6763758.500000 Penalty: 5206.324219
	Iteration 16Q: 3 clusters Score -6763758 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -6763914.500000 Penalty: 5206.324219
	Iteration 17Q: 3 clusters Score -6763914 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -6763968.000000 Penalty: 5206.324219
	Iteration 18Q: 3 clusters Score -6763968 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -6764007.000000 Penalty: 5206.324219
	Iteration 19Q: 3 clusters Score -6764007 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -6764040.500000 Penalty: 5206.324219
	Iteration 20F: 3 clusters Score -6764040 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6764079.500000 Penalty: 5206.324219
	Iteration 21Q: 3 clusters Score -6764080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -6764104.500000 Penalty: 5206.324219
	Iteration 22Q: 3 clusters Score -6764104 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6764116.500000 Penalty: 5206.324219
	Iteration 23Q: 3 clusters Score -6764116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -6764137.500000 Penalty: 5206.324219
	Iteration 24Q: 3 clusters Score -6764138 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6764182.500000 Penalty: 5206.324219
	Iteration 25Q: 3 clusters Score -6764182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6764192.500000 Penalty: 5206.324219
	Iteration 26Q: 3 clusters Score -6764192 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -6764242.000000 Penalty: 5206.324219
	Iteration 27Q: 3 clusters Score -6764242 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -6764253.000000 Penalty: 5206.324219
	Iteration 28Q: 3 clusters Score -6764253 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6764262.000000 Penalty: 5206.324219
	Iteration 29Q: 3 clusters Score -6764262 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -6764266.000000 Penalty: 5206.324219
	Iteration 30Q: 3 clusters Score -6764266 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6764325.000000 Penalty: 5206.324219
	Iteration 31Q: 3 clusters Score -6764325 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6764418.500000 Penalty: 5206.324219
	Iteration 32Q: 3 clusters Score -6764418 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -6764495.000000 Penalty: 5206.324219
	Iteration 33Q: 3 clusters Score -6764495 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -6764632.000000 Penalty: 5206.324219
	Iteration 34Q: 3 clusters Score -6764632 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6764715.500000 Penalty: 5206.324219
	Iteration 35Q: 3 clusters Score -6764716 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -6764885.500000 Penalty: 5206.324219
	Iteration 36Q: 3 clusters Score -6764886 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6765000.500000 Penalty: 5206.324219
	Iteration 37Q: 3 clusters Score -6765000 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -6765130.000000 Penalty: 5206.324219
	Iteration 38Q: 3 clusters Score -6765130 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -6765228.500000 Penalty: 5206.324219
	Iteration 39Q: 3 clusters Score -6765228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -6765382.500000 Penalty: 5206.324219
	Iteration 40F: 3 clusters Score -6765382 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -6765550.000000 Penalty: 5206.324219
	Iteration 41Q: 3 clusters Score -6765550 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -6765685.500000 Penalty: 5206.324219
	Iteration 42Q: 3 clusters Score -6765686 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -6765823.000000 Penalty: 5206.324219
	Iteration 43Q: 3 clusters Score -6765823 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -6765923.000000 Penalty: 5206.324219
	Iteration 44Q: 3 clusters Score -6765923 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -6766037.500000 Penalty: 5206.324219
	Iteration 45Q: 3 clusters Score -6766038 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6766117.500000 Penalty: 5206.324219
	Iteration 46Q: 3 clusters Score -6766118 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6766178.000000 Penalty: 5206.324219
	Iteration 47Q: 3 clusters Score -6766178 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6766241.000000 Penalty: 5206.324219
	Iteration 48Q: 3 clusters Score -6766241 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -6766290.000000 Penalty: 5206.324219
	Iteration 49Q: 3 clusters Score -6766290 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -6766293.500000 Penalty: 5206.324219
	Iteration 50Q: 3 clusters Score -6766294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -6766309.000000 Penalty: 5206.324219
	Iteration 51Q: 3 clusters Score -6766309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6766325.500000 Penalty: 5206.324219
	Iteration 52Q: 3 clusters Score -6766326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -6766334.500000 Penalty: 5206.324219
	Iteration 53Q: 3 clusters Score -6766334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6766353.500000 Penalty: 5206.324219
	Iteration 54Q: 3 clusters Score -6766354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -6766345.500000 Penalty: 5206.324219
	Iteration 55Q: 3 clusters Score -6766346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -6766325.000000 Penalty: 5206.324219
	Iteration 56Q: 3 clusters Score -6766325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -6766335.500000 Penalty: 5206.324219
	Iteration 57Q: 3 clusters Score -6766336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -6766337.000000 Penalty: 5206.324219
	Iteration 58Q: 3 clusters Score -6766337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -6766344.000000 Penalty: 5206.324219
	Iteration 59Q: 3 clusters Score -6766344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -6766333.000000 Penalty: 5206.324219
	Iteration 60F: 3 clusters Score -6766333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -6766346.000000 Penalty: 5206.324219
	Iteration 61Q: 3 clusters Score -6766346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6766360.500000 Penalty: 5206.324219
	Iteration 62Q: 3 clusters Score -6766360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6766352.500000 Penalty: 5206.324219
	Iteration 63Q: 3 clusters Score -6766352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -6766348.500000 Penalty: 5206.324219
	Iteration 64Q: 3 clusters Score -6766348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -6766357.000000 Penalty: 5206.324219
	Iteration 65Q: 3 clusters Score -6766357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6766362.500000 Penalty: 5206.324219
	Iteration 66Q: 3 clusters Score -6766362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -6766369.000000 Penalty: 5206.324219
	Iteration 67Q: 3 clusters Score -6766369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6766366.000000 Penalty: 5206.324219
	Iteration 68Q: 3 clusters Score -6766366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6766367.500000 Penalty: 5206.324219
	Iteration 69Q: 3 clusters Score -6766368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6766369.500000 Penalty: 5206.324219
	Iteration 70Q: 3 clusters Score -6766370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -6766368.500000 Penalty: 5206.324219
	Iteration 71Q: 3 clusters Score -6766368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -6766370.500000 Penalty: 5206.324219
	Iteration 72Q: 3 clusters Score -6766370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6766370.500000 Penalty: 5206.324219
	Iteration 73Q: 3 clusters Score -6766370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6766373.000000 Penalty: 5206.324219
	Iteration 74Q: 3 clusters Score -6766373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6766373.000000 Penalty: 5206.324219
	Iteration 75F: 3 clusters Score -6766373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Entering Unmasked Estep 
Score: -3988891.500000 Penalty: 2473.885010
	Iteration 0F: 2 clusters Score -3988892 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 10678 members 
Entering Unmasked Estep 
Score: -3974922.000000 Penalty: 4947.770020
	Iteration 0F: 3 clusters Score -3974922 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3980014.750000 Penalty: 4947.770020
	Iteration 1F: 3 clusters Score -3980015 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3980379.750000 Penalty: 4947.770020
	Iteration 2Q: 3 clusters Score -3980380 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3980661.750000 Penalty: 4947.770020
	Iteration 3Q: 3 clusters Score -3980662 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3980977.000000 Penalty: 4947.770020
	Iteration 4Q: 3 clusters Score -3980977 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3981269.250000 Penalty: 4947.770020
	Iteration 5Q: 3 clusters Score -3981269 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3981684.750000 Penalty: 4947.770020
	Iteration 6Q: 3 clusters Score -3981685 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -3982248.250000 Penalty: 4947.770020
	Iteration 7Q: 3 clusters Score -3982248 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3982946.500000 Penalty: 4947.770020
	Iteration 8Q: 3 clusters Score -3982946 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3983845.250000 Penalty: 4947.770020
	Iteration 9F: 3 clusters Score -3983845 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3984744.000000 Penalty: 4947.770020
	Iteration 10F: 3 clusters Score -3984744 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3985429.250000 Penalty: 4947.770020
	Iteration 11Q: 3 clusters Score -3985429 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3985924.250000 Penalty: 4947.770020
	Iteration 12Q: 3 clusters Score -3985924 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3986238.000000 Penalty: 4947.770020
	Iteration 13Q: 3 clusters Score -3986238 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3986421.500000 Penalty: 4947.770020
	Iteration 14Q: 3 clusters Score -3986422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3986544.750000 Penalty: 4947.770020
	Iteration 15Q: 3 clusters Score -3986545 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3986638.500000 Penalty: 4947.770020
	Iteration 16Q: 3 clusters Score -3986638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3986688.250000 Penalty: 4947.770020
	Iteration 17Q: 3 clusters Score -3986688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3986730.250000 Penalty: 4947.770020
	Iteration 18Q: 3 clusters Score -3986730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3986746.250000 Penalty: 4947.770020
	Iteration 19Q: 3 clusters Score -3986746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3986755.000000 Penalty: 4947.770020
	Iteration 20F: 3 clusters Score -3986755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3986781.250000 Penalty: 4947.770020
	Iteration 21Q: 3 clusters Score -3986781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3986794.000000 Penalty: 4947.770020
	Iteration 22Q: 3 clusters Score -3986794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3986807.500000 Penalty: 4947.770020
	Iteration 23Q: 3 clusters Score -3986808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3986820.000000 Penalty: 4947.770020
	Iteration 24Q: 3 clusters Score -3986820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3986826.250000 Penalty: 4947.770020
	Iteration 25Q: 3 clusters Score -3986826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3986835.000000 Penalty: 4947.770020
	Iteration 26Q: 3 clusters Score -3986835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3986838.250000 Penalty: 4947.770020
	Iteration 27Q: 3 clusters Score -3986838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3986845.500000 Penalty: 4947.770020
	Iteration 28Q: 3 clusters Score -3986846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3986843.750000 Penalty: 4947.770020
	Iteration 29Q: 3 clusters Score -3986844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3986844.250000 Penalty: 4947.770020
	Iteration 30Q: 3 clusters Score -3986844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3986847.750000 Penalty: 4947.770020
	Iteration 31Q: 3 clusters Score -3986848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3986845.000000 Penalty: 4947.770020
	Iteration 32Q: 3 clusters Score -3986845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3986845.000000 Penalty: 4947.770020
	Iteration 33F: 3 clusters Score -3986845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Entering Unmasked Estep 
Score: -3795510.500000 Penalty: 2444.620117
	Iteration 0F: 2 clusters Score -3795510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3782927.250000 Penalty: 4889.240234
	Iteration 0F: 3 clusters Score -3782927 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3787327.000000 Penalty: 4889.240234
	Iteration 1F: 3 clusters Score -3787327 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -3787716.750000 Penalty: 4889.240234
	Iteration 2F: 3 clusters Score -3787717 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3788076.000000 Penalty: 4889.240234
	Iteration 3F: 3 clusters Score -3788076 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3788362.000000 Penalty: 4889.240234
	Iteration 4Q: 3 clusters Score -3788362 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3788682.250000 Penalty: 4889.240234
	Iteration 5Q: 3 clusters Score -3788682 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3789074.250000 Penalty: 4889.240234
	Iteration 6Q: 3 clusters Score -3789074 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3789510.750000 Penalty: 4889.240234
	Iteration 7F: 3 clusters Score -3789511 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3790252.250000 Penalty: 4889.240234
	Iteration 8F: 3 clusters Score -3790252 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3791098.000000 Penalty: 4889.240234
	Iteration 9F: 3 clusters Score -3791098 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3791999.750000 Penalty: 4889.240234
	Iteration 10F: 3 clusters Score -3792000 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3792525.000000 Penalty: 4889.240234
	Iteration 11Q: 3 clusters Score -3792525 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3792968.750000 Penalty: 4889.240234
	Iteration 12Q: 3 clusters Score -3792969 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3793149.000000 Penalty: 4889.240234
	Iteration 13Q: 3 clusters Score -3793149 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3793282.000000 Penalty: 4889.240234
	Iteration 14Q: 3 clusters Score -3793282 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3793323.000000 Penalty: 4889.240234
	Iteration 15Q: 3 clusters Score -3793323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3793362.750000 Penalty: 4889.240234
	Iteration 16Q: 3 clusters Score -3793363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3793383.000000 Penalty: 4889.240234
	Iteration 17Q: 3 clusters Score -3793383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3793416.750000 Penalty: 4889.240234
	Iteration 18Q: 3 clusters Score -3793417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3793433.000000 Penalty: 4889.240234
	Iteration 19Q: 3 clusters Score -3793433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3793456.500000 Penalty: 4889.240234
	Iteration 20F: 3 clusters Score -3793456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3793497.250000 Penalty: 4889.240234
	Iteration 21Q: 3 clusters Score -3793497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3793501.500000 Penalty: 4889.240234
	Iteration 22Q: 3 clusters Score -3793502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3793504.000000 Penalty: 4889.240234
	Iteration 23Q: 3 clusters Score -3793504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3793496.250000 Penalty: 4889.240234
	Iteration 24Q: 3 clusters Score -3793496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3793509.750000 Penalty: 4889.240234
	Iteration 25Q: 3 clusters Score -3793510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3793513.250000 Penalty: 4889.240234
	Iteration 26Q: 3 clusters Score -3793513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3793514.000000 Penalty: 4889.240234
	Iteration 27Q: 3 clusters Score -3793514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3793512.000000 Penalty: 4889.240234
	Iteration 28Q: 3 clusters Score -3793512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3793520.500000 Penalty: 4889.240234
	Iteration 29Q: 3 clusters Score -3793520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3793517.750000 Penalty: 4889.240234
	Iteration 30Q: 3 clusters Score -3793518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3793520.750000 Penalty: 4889.240234
	Iteration 31Q: 3 clusters Score -3793521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3793525.000000 Penalty: 4889.240234
	Iteration 32Q: 3 clusters Score -3793525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3793509.750000 Penalty: 4889.240234
	Iteration 33Q: 3 clusters Score -3793510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3793523.750000 Penalty: 4889.240234
	Iteration 34Q: 3 clusters Score -3793524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3793542.250000 Penalty: 4889.240234
	Iteration 35Q: 3 clusters Score -3793542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3793535.000000 Penalty: 4889.240234
	Iteration 36Q: 3 clusters Score -3793535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3793534.000000 Penalty: 4889.240234
	Iteration 37Q: 3 clusters Score -3793534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3793535.000000 Penalty: 4889.240234
	Iteration 38Q: 3 clusters Score -3793535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3793540.750000 Penalty: 4889.240234
	Iteration 39Q: 3 clusters Score -3793541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3793540.750000 Penalty: 4889.240234
	Iteration 40F: 3 clusters Score -3793541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84931.273438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84931.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83475.609375 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83475.61 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83767.953125 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83767.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83923.554688 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83923.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83996.234375 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83996.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84052.281250 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -84052.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84086.218750 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -84086.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84120.445312 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -84120.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84150.421875 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -84150.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84172.117188 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -84172.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84208.304688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -84208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84224.031250 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -84224.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84250.523438 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -84250.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84285.023438 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -84285.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84292.179688 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -84292.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84297.320312 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -84297.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84306.562500 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -84306.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84306.750000 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -84306.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84322.156250 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -84322.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84322.156250 Penalty: 3123.366211
	Iteration 18F: 3 clusters Score -84322.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -194373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192334.906250 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -192334.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -192774.265625 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -192774.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -192993.890625 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -192993.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -193090.218750 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -193090.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -193159.437500 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -193159.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -193220.468750 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -193220.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -193260.421875 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -193260.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -193287.859375 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -193287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -193311.015625 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -193311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -193328.921875 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -193328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193340.859375 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -193340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193345.312500 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -193345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193349.578125 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -193349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -193359.921875 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -193359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -193367.875000 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -193367.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193386.968750 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -193387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -193409.140625 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -193409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193430.937500 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -193430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -193441.281250 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -193441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -193456.953125 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -193457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193470.828125 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -193470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193486.093750 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -193486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193493.484375 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -193493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193503.671875 Penalty: 3483.342529
	Iteration 23Q: 3 clusters Score -193503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193512.000000 Penalty: 3483.342529
	Iteration 24Q: 3 clusters Score -193512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193513.687500 Penalty: 3483.342529
	Iteration 25Q: 3 clusters Score -193513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193513.921875 Penalty: 3483.342529
	Iteration 26Q: 3 clusters Score -193513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -193513.921875 Penalty: 3483.342529
	Iteration 27F: 3 clusters Score -193513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Entering Unmasked Estep 
Score: -3654484.500000 Penalty: 2436.234131
	Iteration 0F: 2 clusters Score -3654484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3642063.750000 Penalty: 4872.468262
	Iteration 0F: 3 clusters Score -3642064 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3646419.750000 Penalty: 4872.468262
	Iteration 1F: 3 clusters Score -3646420 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3646799.250000 Penalty: 4872.468262
	Iteration 2F: 3 clusters Score -3646799 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3647120.250000 Penalty: 4872.468262
	Iteration 3Q: 3 clusters Score -3647120 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3647373.750000 Penalty: 4872.468262
	Iteration 4Q: 3 clusters Score -3647374 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3647587.500000 Penalty: 4872.468262
	Iteration 5Q: 3 clusters Score -3647588 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -3647751.000000 Penalty: 4872.468262
	Iteration 6Q: 3 clusters Score -3647751 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3647919.750000 Penalty: 4872.468262
	Iteration 7Q: 3 clusters Score -3647920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3648060.250000 Penalty: 4872.468262
	Iteration 8Q: 3 clusters Score -3648060 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3648183.750000 Penalty: 4872.468262
	Iteration 9Q: 3 clusters Score -3648184 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3648331.000000 Penalty: 4872.468262
	Iteration 10Q: 3 clusters Score -3648331 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3648514.500000 Penalty: 4872.468262
	Iteration 11Q: 3 clusters Score -3648514 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3648745.000000 Penalty: 4872.468262
	Iteration 12Q: 3 clusters Score -3648745 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3649068.000000 Penalty: 4872.468262
	Iteration 13Q: 3 clusters Score -3649068 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3649537.750000 Penalty: 4872.468262
	Iteration 14Q: 3 clusters Score -3649538 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3650181.250000 Penalty: 4872.468262
	Iteration 15Q: 3 clusters Score -3650181 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3650902.250000 Penalty: 4872.468262
	Iteration 16Q: 3 clusters Score -3650902 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3651437.250000 Penalty: 4872.468262
	Iteration 17Q: 3 clusters Score -3651437 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3651765.250000 Penalty: 4872.468262
	Iteration 18Q: 3 clusters Score -3651765 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3651947.500000 Penalty: 4872.468262
	Iteration 19Q: 3 clusters Score -3651948 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3652118.500000 Penalty: 4872.468262
	Iteration 20F: 3 clusters Score -3652118 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3652259.000000 Penalty: 4872.468262
	Iteration 21Q: 3 clusters Score -3652259 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3652351.000000 Penalty: 4872.468262
	Iteration 22Q: 3 clusters Score -3652351 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3652437.000000 Penalty: 4872.468262
	Iteration 23Q: 3 clusters Score -3652437 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3652570.250000 Penalty: 4872.468262
	Iteration 24Q: 3 clusters Score -3652570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3652627.500000 Penalty: 4872.468262
	Iteration 25Q: 3 clusters Score -3652628 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3652690.750000 Penalty: 4872.468262
	Iteration 26Q: 3 clusters Score -3652691 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3652764.500000 Penalty: 4872.468262
	Iteration 27Q: 3 clusters Score -3652764 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3652763.000000 Penalty: 4872.468262
	Iteration 28Q: 3 clusters Score -3652763 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3652759.250000 Penalty: 4872.468262
	Iteration 29Q: 3 clusters Score -3652759 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3652754.250000 Penalty: 4872.468262
	Iteration 30Q: 3 clusters Score -3652754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3652766.250000 Penalty: 4872.468262
	Iteration 31Q: 3 clusters Score -3652766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3652759.750000 Penalty: 4872.468262
	Iteration 32Q: 3 clusters Score -3652760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3652751.500000 Penalty: 4872.468262
	Iteration 33Q: 3 clusters Score -3652752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3652731.500000 Penalty: 4872.468262
	Iteration 34Q: 3 clusters Score -3652732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3652736.750000 Penalty: 4872.468262
	Iteration 35Q: 3 clusters Score -3652737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3652727.750000 Penalty: 4872.468262
	Iteration 36Q: 3 clusters Score -3652728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3652720.500000 Penalty: 4872.468262
	Iteration 37Q: 3 clusters Score -3652720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3652716.250000 Penalty: 4872.468262
	Iteration 38Q: 3 clusters Score -3652716 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3652717.250000 Penalty: 4872.468262
	Iteration 39Q: 3 clusters Score -3652717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3652715.000000 Penalty: 4872.468262
	Iteration 40F: 3 clusters Score -3652715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3652712.500000 Penalty: 4872.468262
	Iteration 41Q: 3 clusters Score -3652712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3652709.500000 Penalty: 4872.468262
	Iteration 42Q: 3 clusters Score -3652710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3652720.250000 Penalty: 4872.468262
	Iteration 43Q: 3 clusters Score -3652720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3652715.250000 Penalty: 4872.468262
	Iteration 44Q: 3 clusters Score -3652715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3652712.750000 Penalty: 4872.468262
	Iteration 45Q: 3 clusters Score -3652713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3652710.250000 Penalty: 4872.468262
	Iteration 46Q: 3 clusters Score -3652710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3652709.500000 Penalty: 4872.468262
	Iteration 47Q: 3 clusters Score -3652710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3652700.250000 Penalty: 4872.468262
	Iteration 48Q: 3 clusters Score -3652700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3652692.000000 Penalty: 4872.468262
	Iteration 49Q: 3 clusters Score -3652692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3652682.500000 Penalty: 4872.468262
	Iteration 50Q: 3 clusters Score -3652682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3652681.500000 Penalty: 4872.468262
	Iteration 51Q: 3 clusters Score -3652682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3652678.500000 Penalty: 4872.468262
	Iteration 52Q: 3 clusters Score -3652678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3652681.000000 Penalty: 4872.468262
	Iteration 53Q: 3 clusters Score -3652681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3652679.750000 Penalty: 4872.468262
	Iteration 54Q: 3 clusters Score -3652680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3652668.750000 Penalty: 4872.468262
	Iteration 55Q: 3 clusters Score -3652669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3652673.500000 Penalty: 4872.468262
	Iteration 56Q: 3 clusters Score -3652674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3652667.250000 Penalty: 4872.468262
	Iteration 57Q: 3 clusters Score -3652667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3652669.500000 Penalty: 4872.468262
	Iteration 58Q: 3 clusters Score -3652670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3652671.250000 Penalty: 4872.468262
	Iteration 59Q: 3 clusters Score -3652671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3652676.500000 Penalty: 4872.468262
	Iteration 60F: 3 clusters Score -3652676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3652667.000000 Penalty: 4872.468262
	Iteration 61Q: 3 clusters Score -3652667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3652668.000000 Penalty: 4872.468262
	Iteration 62Q: 3 clusters Score -3652668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3652658.000000 Penalty: 4872.468262
	Iteration 63Q: 3 clusters Score -3652658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3652658.250000 Penalty: 4872.468262
	Iteration 64Q: 3 clusters Score -3652658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3652659.500000 Penalty: 4872.468262
	Iteration 65Q: 3 clusters Score -3652660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3652651.250000 Penalty: 4872.468262
	Iteration 66Q: 3 clusters Score -3652651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3652650.000000 Penalty: 4872.468262
	Iteration 67Q: 3 clusters Score -3652650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3652649.500000 Penalty: 4872.468262
	Iteration 68Q: 3 clusters Score -3652650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3652639.250000 Penalty: 4872.468262
	Iteration 69Q: 3 clusters Score -3652639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3652626.000000 Penalty: 4872.468262
	Iteration 70Q: 3 clusters Score -3652626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3652618.250000 Penalty: 4872.468262
	Iteration 71Q: 3 clusters Score -3652618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3652611.750000 Penalty: 4872.468262
	Iteration 72Q: 3 clusters Score -3652612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3652605.750000 Penalty: 4872.468262
	Iteration 73Q: 3 clusters Score -3652606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3652608.750000 Penalty: 4872.468262
	Iteration 74Q: 3 clusters Score -3652609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3652614.750000 Penalty: 4872.468262
	Iteration 75Q: 3 clusters Score -3652615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3652616.500000 Penalty: 4872.468262
	Iteration 76Q: 3 clusters Score -3652616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3652616.750000 Penalty: 4872.468262
	Iteration 77Q: 3 clusters Score -3652617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3652611.750000 Penalty: 4872.468262
	Iteration 78Q: 3 clusters Score -3652612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3652613.750000 Penalty: 4872.468262
	Iteration 79Q: 3 clusters Score -3652614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3652624.250000 Penalty: 4872.468262
	Iteration 80F: 3 clusters Score -3652624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3652620.250000 Penalty: 4872.468262
	Iteration 81Q: 3 clusters Score -3652620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3652617.000000 Penalty: 4872.468262
	Iteration 82Q: 3 clusters Score -3652617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3652607.750000 Penalty: 4872.468262
	Iteration 83Q: 3 clusters Score -3652608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3652612.000000 Penalty: 4872.468262
	Iteration 84Q: 3 clusters Score -3652612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3652616.250000 Penalty: 4872.468262
	Iteration 85Q: 3 clusters Score -3652616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3652608.500000 Penalty: 4872.468262
	Iteration 86Q: 3 clusters Score -3652608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3652602.750000 Penalty: 4872.468262
	Iteration 87Q: 3 clusters Score -3652603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3652601.250000 Penalty: 4872.468262
	Iteration 88Q: 3 clusters Score -3652601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3652598.500000 Penalty: 4872.468262
	Iteration 89Q: 3 clusters Score -3652598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3652599.750000 Penalty: 4872.468262
	Iteration 90Q: 3 clusters Score -3652600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3652604.250000 Penalty: 4872.468262
	Iteration 91Q: 3 clusters Score -3652604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3652604.750000 Penalty: 4872.468262
	Iteration 92Q: 3 clusters Score -3652605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3652599.750000 Penalty: 4872.468262
	Iteration 93Q: 3 clusters Score -3652600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3652604.000000 Penalty: 4872.468262
	Iteration 94Q: 3 clusters Score -3652604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3652604.000000 Penalty: 4872.468262
	Iteration 95F: 3 clusters Score -3652604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Entering Unmasked Estep 
Score: -3768442.750000 Penalty: 2455.120605
	Iteration 0F: 2 clusters Score -3768443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3754744.000000 Penalty: 4910.241211
	Iteration 0F: 3 clusters Score -3754744 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3759478.250000 Penalty: 4910.241211
	Iteration 1F: 3 clusters Score -3759478 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3759871.000000 Penalty: 4910.241211
	Iteration 2F: 3 clusters Score -3759871 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3760233.000000 Penalty: 4910.241211
	Iteration 3Q: 3 clusters Score -3760233 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3760599.500000 Penalty: 4910.241211
	Iteration 4Q: 3 clusters Score -3760600 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3760981.000000 Penalty: 4910.241211
	Iteration 5Q: 3 clusters Score -3760981 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3761426.500000 Penalty: 4910.241211
	Iteration 6Q: 3 clusters Score -3761426 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3761994.000000 Penalty: 4910.241211
	Iteration 7Q: 3 clusters Score -3761994 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3762677.000000 Penalty: 4910.241211
	Iteration 8F: 3 clusters Score -3762677 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3763461.000000 Penalty: 4910.241211
	Iteration 9F: 3 clusters Score -3763461 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3764280.500000 Penalty: 4910.241211
	Iteration 10F: 3 clusters Score -3764280 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3764987.750000 Penalty: 4910.241211
	Iteration 11Q: 3 clusters Score -3764988 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3765474.500000 Penalty: 4910.241211
	Iteration 12Q: 3 clusters Score -3765474 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3765814.750000 Penalty: 4910.241211
	Iteration 13Q: 3 clusters Score -3765815 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3766042.500000 Penalty: 4910.241211
	Iteration 14Q: 3 clusters Score -3766042 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3766175.250000 Penalty: 4910.241211
	Iteration 15Q: 3 clusters Score -3766175 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3766237.500000 Penalty: 4910.241211
	Iteration 16Q: 3 clusters Score -3766238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3766282.250000 Penalty: 4910.241211
	Iteration 17Q: 3 clusters Score -3766282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3766303.000000 Penalty: 4910.241211
	Iteration 18Q: 3 clusters Score -3766303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3766325.250000 Penalty: 4910.241211
	Iteration 19Q: 3 clusters Score -3766325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3766336.000000 Penalty: 4910.241211
	Iteration 20F: 3 clusters Score -3766336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3766340.750000 Penalty: 4910.241211
	Iteration 21Q: 3 clusters Score -3766341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3766350.000000 Penalty: 4910.241211
	Iteration 22Q: 3 clusters Score -3766350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3766362.500000 Penalty: 4910.241211
	Iteration 23Q: 3 clusters Score -3766362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3766365.250000 Penalty: 4910.241211
	Iteration 24Q: 3 clusters Score -3766365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3766373.250000 Penalty: 4910.241211
	Iteration 25Q: 3 clusters Score -3766373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3766377.750000 Penalty: 4910.241211
	Iteration 26Q: 3 clusters Score -3766378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3766378.750000 Penalty: 4910.241211
	Iteration 27Q: 3 clusters Score -3766379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3766376.000000 Penalty: 4910.241211
	Iteration 28Q: 3 clusters Score -3766376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3766376.000000 Penalty: 4910.241211
	Iteration 29Q: 3 clusters Score -3766376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3766379.250000 Penalty: 4910.241211
	Iteration 30Q: 3 clusters Score -3766379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3766384.750000 Penalty: 4910.241211
	Iteration 31Q: 3 clusters Score -3766385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3766384.750000 Penalty: 4910.241211
	Iteration 32F: 3 clusters Score -3766385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -70703.742188 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -70703.74 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 200 members 
Entering Unmasked Estep 
Score: -69484.359375 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -69484.36 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -69819.648438 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -69819.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -69980.820312 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -69980.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -70137.218750 Penalty: 2990.026123
	Iteration 3F: 3 clusters Score -70137.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -70217.914062 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -70217.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -70277.468750 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -70277.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -70314.781250 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -70314.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -70335.453125 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -70335.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -70335.453125 Penalty: 2990.026123
	Iteration 8F: 3 clusters Score -70335.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Entering Unmasked Estep 
Score: -3604983.500000 Penalty: 2432.075439
	Iteration 0F: 2 clusters Score -3604984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3592535.750000 Penalty: 4864.150879
	Iteration 0F: 3 clusters Score -3592536 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3596621.500000 Penalty: 4864.150879
	Iteration 1F: 3 clusters Score -3596622 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3596991.500000 Penalty: 4864.150879
	Iteration 2F: 3 clusters Score -3596992 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3597281.250000 Penalty: 4864.150879
	Iteration 3Q: 3 clusters Score -3597281 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3597523.250000 Penalty: 4864.150879
	Iteration 4Q: 3 clusters Score -3597523 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3597735.750000 Penalty: 4864.150879
	Iteration 5Q: 3 clusters Score -3597736 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3597935.000000 Penalty: 4864.150879
	Iteration 6Q: 3 clusters Score -3597935 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3598141.000000 Penalty: 4864.150879
	Iteration 7Q: 3 clusters Score -3598141 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -3598323.500000 Penalty: 4864.150879
	Iteration 8Q: 3 clusters Score -3598324 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3598515.500000 Penalty: 4864.150879
	Iteration 9Q: 3 clusters Score -3598516 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -3598661.250000 Penalty: 4864.150879
	Iteration 10Q: 3 clusters Score -3598661 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3598814.250000 Penalty: 4864.150879
	Iteration 11Q: 3 clusters Score -3598814 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3598943.250000 Penalty: 4864.150879
	Iteration 12Q: 3 clusters Score -3598943 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3599115.500000 Penalty: 4864.150879
	Iteration 13Q: 3 clusters Score -3599116 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3599256.500000 Penalty: 4864.150879
	Iteration 14Q: 3 clusters Score -3599256 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3599435.750000 Penalty: 4864.150879
	Iteration 15Q: 3 clusters Score -3599436 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3599555.250000 Penalty: 4864.150879
	Iteration 16Q: 3 clusters Score -3599555 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3599678.250000 Penalty: 4864.150879
	Iteration 17Q: 3 clusters Score -3599678 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3599803.750000 Penalty: 4864.150879
	Iteration 18Q: 3 clusters Score -3599804 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3599882.750000 Penalty: 4864.150879
	Iteration 19Q: 3 clusters Score -3599883 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3600014.000000 Penalty: 4864.150879
	Iteration 20F: 3 clusters Score -3600014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3600104.750000 Penalty: 4864.150879
	Iteration 21Q: 3 clusters Score -3600105 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3600240.000000 Penalty: 4864.150879
	Iteration 22Q: 3 clusters Score -3600240 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3600514.000000 Penalty: 4864.150879
	Iteration 23Q: 3 clusters Score -3600514 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3600768.500000 Penalty: 4864.150879
	Iteration 24Q: 3 clusters Score -3600768 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3601056.000000 Penalty: 4864.150879
	Iteration 25Q: 3 clusters Score -3601056 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3601372.750000 Penalty: 4864.150879
	Iteration 26Q: 3 clusters Score -3601373 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3601655.250000 Penalty: 4864.150879
	Iteration 27Q: 3 clusters Score -3601655 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3601930.250000 Penalty: 4864.150879
	Iteration 28Q: 3 clusters Score -3601930 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3602141.250000 Penalty: 4864.150879
	Iteration 29Q: 3 clusters Score -3602141 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3602324.250000 Penalty: 4864.150879
	Iteration 30Q: 3 clusters Score -3602324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3602418.250000 Penalty: 4864.150879
	Iteration 31Q: 3 clusters Score -3602418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3602478.750000 Penalty: 4864.150879
	Iteration 32Q: 3 clusters Score -3602479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3602517.500000 Penalty: 4864.150879
	Iteration 33Q: 3 clusters Score -3602518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3602542.500000 Penalty: 4864.150879
	Iteration 34Q: 3 clusters Score -3602542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3602565.750000 Penalty: 4864.150879
	Iteration 35Q: 3 clusters Score -3602566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3602579.000000 Penalty: 4864.150879
	Iteration 36Q: 3 clusters Score -3602579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3602576.750000 Penalty: 4864.150879
	Iteration 37Q: 3 clusters Score -3602577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3602581.000000 Penalty: 4864.150879
	Iteration 38Q: 3 clusters Score -3602581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3602582.750000 Penalty: 4864.150879
	Iteration 39Q: 3 clusters Score -3602583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3602585.500000 Penalty: 4864.150879
	Iteration 40F: 3 clusters Score -3602586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3602584.750000 Penalty: 4864.150879
	Iteration 41Q: 3 clusters Score -3602585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3602589.500000 Penalty: 4864.150879
	Iteration 42Q: 3 clusters Score -3602590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3602590.250000 Penalty: 4864.150879
	Iteration 43Q: 3 clusters Score -3602590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3602592.500000 Penalty: 4864.150879
	Iteration 44Q: 3 clusters Score -3602592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3602592.500000 Penalty: 4864.150879
	Iteration 45F: 3 clusters Score -3602592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Entering Unmasked Estep 
Score: -3963951.500000 Penalty: 2456.164062
	Iteration 0F: 2 clusters Score -3963952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3951676.500000 Penalty: 4912.328125
	Iteration 0F: 3 clusters Score -3951676 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3956307.750000 Penalty: 4912.328125
	Iteration 1F: 3 clusters Score -3956308 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3956708.250000 Penalty: 4912.328125
	Iteration 2F: 3 clusters Score -3956708 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3957010.250000 Penalty: 4912.328125
	Iteration 3Q: 3 clusters Score -3957010 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3957269.250000 Penalty: 4912.328125
	Iteration 4Q: 3 clusters Score -3957269 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3957546.000000 Penalty: 4912.328125
	Iteration 5Q: 3 clusters Score -3957546 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3957776.250000 Penalty: 4912.328125
	Iteration 6Q: 3 clusters Score -3957776 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3958020.250000 Penalty: 4912.328125
	Iteration 7Q: 3 clusters Score -3958020 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3958307.000000 Penalty: 4912.328125
	Iteration 8Q: 3 clusters Score -3958307 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3958600.500000 Penalty: 4912.328125
	Iteration 9Q: 3 clusters Score -3958600 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3958902.250000 Penalty: 4912.328125
	Iteration 10Q: 3 clusters Score -3958902 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3959161.000000 Penalty: 4912.328125
	Iteration 11Q: 3 clusters Score -3959161 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3959330.000000 Penalty: 4912.328125
	Iteration 12Q: 3 clusters Score -3959330 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3959479.250000 Penalty: 4912.328125
	Iteration 13Q: 3 clusters Score -3959479 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3959542.250000 Penalty: 4912.328125
	Iteration 14Q: 3 clusters Score -3959542 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3959636.000000 Penalty: 4912.328125
	Iteration 15Q: 3 clusters Score -3959636 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3959724.000000 Penalty: 4912.328125
	Iteration 16Q: 3 clusters Score -3959724 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3959862.750000 Penalty: 4912.328125
	Iteration 17Q: 3 clusters Score -3959863 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3959973.500000 Penalty: 4912.328125
	Iteration 18Q: 3 clusters Score -3959974 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3960076.000000 Penalty: 4912.328125
	Iteration 19Q: 3 clusters Score -3960076 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3960114.750000 Penalty: 4912.328125
	Iteration 20F: 3 clusters Score -3960115 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3960203.000000 Penalty: 4912.328125
	Iteration 21Q: 3 clusters Score -3960203 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3960279.750000 Penalty: 4912.328125
	Iteration 22Q: 3 clusters Score -3960280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3960331.500000 Penalty: 4912.328125
	Iteration 23Q: 3 clusters Score -3960332 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3960375.000000 Penalty: 4912.328125
	Iteration 24Q: 3 clusters Score -3960375 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3960387.000000 Penalty: 4912.328125
	Iteration 25Q: 3 clusters Score -3960387 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3960389.250000 Penalty: 4912.328125
	Iteration 26Q: 3 clusters Score -3960389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3960353.250000 Penalty: 4912.328125
	Iteration 27Q: 3 clusters Score -3960353 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3960355.500000 Penalty: 4912.328125
	Iteration 28Q: 3 clusters Score -3960356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3960377.750000 Penalty: 4912.328125
	Iteration 29Q: 3 clusters Score -3960378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3960397.750000 Penalty: 4912.328125
	Iteration 30Q: 3 clusters Score -3960398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3960364.250000 Penalty: 4912.328125
	Iteration 31Q: 3 clusters Score -3960364 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3960345.750000 Penalty: 4912.328125
	Iteration 32Q: 3 clusters Score -3960346 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3960373.500000 Penalty: 4912.328125
	Iteration 33Q: 3 clusters Score -3960374 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3960357.000000 Penalty: 4912.328125
	Iteration 34Q: 3 clusters Score -3960357 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3960445.250000 Penalty: 4912.328125
	Iteration 35Q: 3 clusters Score -3960445 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3960499.000000 Penalty: 4912.328125
	Iteration 36Q: 3 clusters Score -3960499 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3960592.500000 Penalty: 4912.328125
	Iteration 37Q: 3 clusters Score -3960592 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3960645.500000 Penalty: 4912.328125
	Iteration 38Q: 3 clusters Score -3960646 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3960823.500000 Penalty: 4912.328125
	Iteration 39Q: 3 clusters Score -3960824 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -3961079.000000 Penalty: 4912.328125
	Iteration 40F: 3 clusters Score -3961079 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3961390.750000 Penalty: 4912.328125
	Iteration 41Q: 3 clusters Score -3961391 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3961766.750000 Penalty: 4912.328125
	Iteration 42Q: 3 clusters Score -3961767 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3962121.500000 Penalty: 4912.328125
	Iteration 43Q: 3 clusters Score -3962122 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3962399.500000 Penalty: 4912.328125
	Iteration 44Q: 3 clusters Score -3962400 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3962568.500000 Penalty: 4912.328125
	Iteration 45Q: 3 clusters Score -3962568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3962673.750000 Penalty: 4912.328125
	Iteration 46Q: 3 clusters Score -3962674 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3962743.750000 Penalty: 4912.328125
	Iteration 47Q: 3 clusters Score -3962744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3962832.750000 Penalty: 4912.328125
	Iteration 48Q: 3 clusters Score -3962833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3962832.750000 Penalty: 4912.328125
	Iteration 49Q: 3 clusters Score -3962833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3962861.750000 Penalty: 4912.328125
	Iteration 50Q: 3 clusters Score -3962862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3962832.750000 Penalty: 4912.328125
	Iteration 51Q: 3 clusters Score -3962833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3962848.500000 Penalty: 4912.328125
	Iteration 52Q: 3 clusters Score -3962848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3962855.250000 Penalty: 4912.328125
	Iteration 53Q: 3 clusters Score -3962855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3962865.250000 Penalty: 4912.328125
	Iteration 54Q: 3 clusters Score -3962865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3962864.750000 Penalty: 4912.328125
	Iteration 55Q: 3 clusters Score -3962865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3962871.000000 Penalty: 4912.328125
	Iteration 56Q: 3 clusters Score -3962871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -3962861.250000 Penalty: 4912.328125
	Iteration 57Q: 3 clusters Score -3962861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3962858.750000 Penalty: 4912.328125
	Iteration 58Q: 3 clusters Score -3962859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3962859.750000 Penalty: 4912.328125
	Iteration 59Q: 3 clusters Score -3962860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3962877.250000 Penalty: 4912.328125
	Iteration 60F: 3 clusters Score -3962877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3962877.250000 Penalty: 4912.328125
	Iteration 61Q: 3 clusters Score -3962877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3962866.750000 Penalty: 4912.328125
	Iteration 62Q: 3 clusters Score -3962867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3962869.750000 Penalty: 4912.328125
	Iteration 63Q: 3 clusters Score -3962870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3962875.750000 Penalty: 4912.328125
	Iteration 64Q: 3 clusters Score -3962876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3962886.500000 Penalty: 4912.328125
	Iteration 65Q: 3 clusters Score -3962886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3962886.500000 Penalty: 4912.328125
	Iteration 66F: 3 clusters Score -3962886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Entering Unmasked Estep 
Score: -4472719.000000 Penalty: 2501.301270
	Iteration 0F: 2 clusters Score -4472719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4458872.000000 Penalty: 5002.602539
	Iteration 0F: 3 clusters Score -4458872 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4464656.000000 Penalty: 5002.602539
	Iteration 1F: 3 clusters Score -4464656 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4465052.000000 Penalty: 5002.602539
	Iteration 2F: 3 clusters Score -4465052 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4465386.500000 Penalty: 5002.602539
	Iteration 3Q: 3 clusters Score -4465386 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4465630.000000 Penalty: 5002.602539
	Iteration 4Q: 3 clusters Score -4465630 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4465870.000000 Penalty: 5002.602539
	Iteration 5Q: 3 clusters Score -4465870 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4466041.000000 Penalty: 5002.602539
	Iteration 6Q: 3 clusters Score -4466041 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4466235.000000 Penalty: 5002.602539
	Iteration 7Q: 3 clusters Score -4466235 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -4466440.000000 Penalty: 5002.602539
	Iteration 8Q: 3 clusters Score -4466440 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4466624.500000 Penalty: 5002.602539
	Iteration 9Q: 3 clusters Score -4466624 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4466868.500000 Penalty: 5002.602539
	Iteration 10Q: 3 clusters Score -4466868 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4467158.000000 Penalty: 5002.602539
	Iteration 11Q: 3 clusters Score -4467158 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4467503.500000 Penalty: 5002.602539
	Iteration 12Q: 3 clusters Score -4467504 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4467953.000000 Penalty: 5002.602539
	Iteration 13Q: 3 clusters Score -4467953 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4468402.000000 Penalty: 5002.602539
	Iteration 14Q: 3 clusters Score -4468402 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4468882.000000 Penalty: 5002.602539
	Iteration 15Q: 3 clusters Score -4468882 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4469336.000000 Penalty: 5002.602539
	Iteration 16Q: 3 clusters Score -4469336 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4469573.000000 Penalty: 5002.602539
	Iteration 17Q: 3 clusters Score -4469573 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4469685.000000 Penalty: 5002.602539
	Iteration 18Q: 3 clusters Score -4469685 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4469764.000000 Penalty: 5002.602539
	Iteration 19Q: 3 clusters Score -4469764 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4469803.000000 Penalty: 5002.602539
	Iteration 20F: 3 clusters Score -4469803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4469866.000000 Penalty: 5002.602539
	Iteration 21Q: 3 clusters Score -4469866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4469870.000000 Penalty: 5002.602539
	Iteration 22Q: 3 clusters Score -4469870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4469899.500000 Penalty: 5002.602539
	Iteration 23Q: 3 clusters Score -4469900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4469923.000000 Penalty: 5002.602539
	Iteration 24Q: 3 clusters Score -4469923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4469963.000000 Penalty: 5002.602539
	Iteration 25Q: 3 clusters Score -4469963 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4469988.000000 Penalty: 5002.602539
	Iteration 26Q: 3 clusters Score -4469988 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4470001.000000 Penalty: 5002.602539
	Iteration 27Q: 3 clusters Score -4470001 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4470025.000000 Penalty: 5002.602539
	Iteration 28Q: 3 clusters Score -4470025 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4470059.000000 Penalty: 5002.602539
	Iteration 29Q: 3 clusters Score -4470059 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4470088.000000 Penalty: 5002.602539
	Iteration 30Q: 3 clusters Score -4470088 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4470142.000000 Penalty: 5002.602539
	Iteration 31Q: 3 clusters Score -4470142 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4470161.000000 Penalty: 5002.602539
	Iteration 32Q: 3 clusters Score -4470161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4470187.500000 Penalty: 5002.602539
	Iteration 33Q: 3 clusters Score -4470188 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4470199.000000 Penalty: 5002.602539
	Iteration 34Q: 3 clusters Score -4470199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4470214.000000 Penalty: 5002.602539
	Iteration 35Q: 3 clusters Score -4470214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -4470238.000000 Penalty: 5002.602539
	Iteration 36Q: 3 clusters Score -4470238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4470259.500000 Penalty: 5002.602539
	Iteration 37Q: 3 clusters Score -4470260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4470284.500000 Penalty: 5002.602539
	Iteration 38Q: 3 clusters Score -4470284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4470314.500000 Penalty: 5002.602539
	Iteration 39Q: 3 clusters Score -4470314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4470316.500000 Penalty: 5002.602539
	Iteration 40F: 3 clusters Score -4470316 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4470339.500000 Penalty: 5002.602539
	Iteration 41Q: 3 clusters Score -4470340 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -4470380.500000 Penalty: 5002.602539
	Iteration 42Q: 3 clusters Score -4470380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4470410.500000 Penalty: 5002.602539
	Iteration 43Q: 3 clusters Score -4470410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4470428.000000 Penalty: 5002.602539
	Iteration 44Q: 3 clusters Score -4470428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4470463.000000 Penalty: 5002.602539
	Iteration 45Q: 3 clusters Score -4470463 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4470477.500000 Penalty: 5002.602539
	Iteration 46Q: 3 clusters Score -4470478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4470534.000000 Penalty: 5002.602539
	Iteration 47Q: 3 clusters Score -4470534 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -4470568.000000 Penalty: 5002.602539
	Iteration 48Q: 3 clusters Score -4470568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -4470601.500000 Penalty: 5002.602539
	Iteration 49Q: 3 clusters Score -4470602 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4470606.500000 Penalty: 5002.602539
	Iteration 50Q: 3 clusters Score -4470606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4470654.000000 Penalty: 5002.602539
	Iteration 51Q: 3 clusters Score -4470654 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4470692.500000 Penalty: 5002.602539
	Iteration 52Q: 3 clusters Score -4470692 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4470712.000000 Penalty: 5002.602539
	Iteration 53Q: 3 clusters Score -4470712 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4470760.500000 Penalty: 5002.602539
	Iteration 54Q: 3 clusters Score -4470760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4470794.500000 Penalty: 5002.602539
	Iteration 55Q: 3 clusters Score -4470794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4470849.000000 Penalty: 5002.602539
	Iteration 56Q: 3 clusters Score -4470849 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4470875.500000 Penalty: 5002.602539
	Iteration 57Q: 3 clusters Score -4470876 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4470878.000000 Penalty: 5002.602539
	Iteration 58Q: 3 clusters Score -4470878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4470889.000000 Penalty: 5002.602539
	Iteration 59Q: 3 clusters Score -4470889 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4470887.000000 Penalty: 5002.602539
	Iteration 60F: 3 clusters Score -4470887 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4470882.000000 Penalty: 5002.602539
	Iteration 61Q: 3 clusters Score -4470882 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4470927.000000 Penalty: 5002.602539
	Iteration 62Q: 3 clusters Score -4470927 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4470961.000000 Penalty: 5002.602539
	Iteration 63Q: 3 clusters Score -4470961 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4470954.000000 Penalty: 5002.602539
	Iteration 64Q: 3 clusters Score -4470954 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4470956.000000 Penalty: 5002.602539
	Iteration 65Q: 3 clusters Score -4470956 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4470956.500000 Penalty: 5002.602539
	Iteration 66Q: 3 clusters Score -4470956 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4470961.500000 Penalty: 5002.602539
	Iteration 67Q: 3 clusters Score -4470962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4470940.500000 Penalty: 5002.602539
	Iteration 68Q: 3 clusters Score -4470940 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4470933.000000 Penalty: 5002.602539
	Iteration 69Q: 3 clusters Score -4470933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4470936.000000 Penalty: 5002.602539
	Iteration 70Q: 3 clusters Score -4470936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4470918.500000 Penalty: 5002.602539
	Iteration 71Q: 3 clusters Score -4470918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4470898.500000 Penalty: 5002.602539
	Iteration 72Q: 3 clusters Score -4470898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4470881.000000 Penalty: 5002.602539
	Iteration 73Q: 3 clusters Score -4470881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4470867.000000 Penalty: 5002.602539
	Iteration 74Q: 3 clusters Score -4470867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4470872.500000 Penalty: 5002.602539
	Iteration 75Q: 3 clusters Score -4470872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4470878.500000 Penalty: 5002.602539
	Iteration 76Q: 3 clusters Score -4470878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4470878.000000 Penalty: 5002.602539
	Iteration 77Q: 3 clusters Score -4470878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4470869.500000 Penalty: 5002.602539
	Iteration 78Q: 3 clusters Score -4470870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4470874.500000 Penalty: 5002.602539
	Iteration 79Q: 3 clusters Score -4470874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4470879.000000 Penalty: 5002.602539
	Iteration 80F: 3 clusters Score -4470879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4470871.000000 Penalty: 5002.602539
	Iteration 81Q: 3 clusters Score -4470871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4470874.500000 Penalty: 5002.602539
	Iteration 82Q: 3 clusters Score -4470874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4470873.500000 Penalty: 5002.602539
	Iteration 83Q: 3 clusters Score -4470874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4470885.000000 Penalty: 5002.602539
	Iteration 84Q: 3 clusters Score -4470885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4470877.000000 Penalty: 5002.602539
	Iteration 85Q: 3 clusters Score -4470877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4470877.500000 Penalty: 5002.602539
	Iteration 86Q: 3 clusters Score -4470878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4470872.000000 Penalty: 5002.602539
	Iteration 87Q: 3 clusters Score -4470872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4470880.500000 Penalty: 5002.602539
	Iteration 88Q: 3 clusters Score -4470880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4470874.000000 Penalty: 5002.602539
	Iteration 89Q: 3 clusters Score -4470874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4470882.500000 Penalty: 5002.602539
	Iteration 90Q: 3 clusters Score -4470882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4470882.000000 Penalty: 5002.602539
	Iteration 91Q: 3 clusters Score -4470882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4470897.500000 Penalty: 5002.602539
	Iteration 92Q: 3 clusters Score -4470898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4470895.000000 Penalty: 5002.602539
	Iteration 93Q: 3 clusters Score -4470895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4470901.500000 Penalty: 5002.602539
	Iteration 94Q: 3 clusters Score -4470902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4470897.000000 Penalty: 5002.602539
	Iteration 95Q: 3 clusters Score -4470897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4470885.000000 Penalty: 5002.602539
	Iteration 96Q: 3 clusters Score -4470885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4470891.000000 Penalty: 5002.602539
	Iteration 97Q: 3 clusters Score -4470891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4470891.500000 Penalty: 5002.602539
	Iteration 98Q: 3 clusters Score -4470892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4470895.000000 Penalty: 5002.602539
	Iteration 99Q: 3 clusters Score -4470895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4470896.500000 Penalty: 5002.602539
	Iteration 100F: 3 clusters Score -4470896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4470897.000000 Penalty: 5002.602539
	Iteration 101Q: 3 clusters Score -4470897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4470903.000000 Penalty: 5002.602539
	Iteration 102Q: 3 clusters Score -4470903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4470902.000000 Penalty: 5002.602539
	Iteration 103Q: 3 clusters Score -4470902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4470896.000000 Penalty: 5002.602539
	Iteration 104Q: 3 clusters Score -4470896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4470896.000000 Penalty: 5002.602539
	Iteration 105Q: 3 clusters Score -4470896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4470892.500000 Penalty: 5002.602539
	Iteration 106Q: 3 clusters Score -4470892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4470891.500000 Penalty: 5002.602539
	Iteration 107Q: 3 clusters Score -4470892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4470891.000000 Penalty: 5002.602539
	Iteration 108Q: 3 clusters Score -4470891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4470888.000000 Penalty: 5002.602539
	Iteration 109Q: 3 clusters Score -4470888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4470889.000000 Penalty: 5002.602539
	Iteration 110Q: 3 clusters Score -4470889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4470890.000000 Penalty: 5002.602539
	Iteration 111Q: 3 clusters Score -4470890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4470893.000000 Penalty: 5002.602539
	Iteration 112Q: 3 clusters Score -4470893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4470889.500000 Penalty: 5002.602539
	Iteration 113Q: 3 clusters Score -4470890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4470883.500000 Penalty: 5002.602539
	Iteration 114Q: 3 clusters Score -4470884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4470884.000000 Penalty: 5002.602539
	Iteration 115Q: 3 clusters Score -4470884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4470880.500000 Penalty: 5002.602539
	Iteration 116Q: 3 clusters Score -4470880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4470881.000000 Penalty: 5002.602539
	Iteration 117Q: 3 clusters Score -4470881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4470885.000000 Penalty: 5002.602539
	Iteration 118Q: 3 clusters Score -4470885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4470887.000000 Penalty: 5002.602539
	Iteration 119Q: 3 clusters Score -4470887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4470883.000000 Penalty: 5002.602539
	Iteration 120F: 3 clusters Score -4470883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4470886.000000 Penalty: 5002.602539
	Iteration 121Q: 3 clusters Score -4470886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4470886.000000 Penalty: 5002.602539
	Iteration 122F: 3 clusters Score -4470886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Entering Unmasked Estep 
Score: -3591354.250000 Penalty: 2430.966797
	Iteration 0F: 2 clusters Score -3591354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3579234.250000 Penalty: 4861.933594
	Iteration 0F: 3 clusters Score -3579234 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3583318.750000 Penalty: 4861.933594
	Iteration 1F: 3 clusters Score -3583319 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3583795.000000 Penalty: 4861.933594
	Iteration 2F: 3 clusters Score -3583795 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3584155.500000 Penalty: 4861.933594
	Iteration 3F: 3 clusters Score -3584156 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3584484.250000 Penalty: 4861.933594
	Iteration 4Q: 3 clusters Score -3584484 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3584784.000000 Penalty: 4861.933594
	Iteration 5Q: 3 clusters Score -3584784 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3585075.250000 Penalty: 4861.933594
	Iteration 6Q: 3 clusters Score -3585075 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3585366.750000 Penalty: 4861.933594
	Iteration 7Q: 3 clusters Score -3585367 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3585654.000000 Penalty: 4861.933594
	Iteration 8Q: 3 clusters Score -3585654 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3585963.250000 Penalty: 4861.933594
	Iteration 9Q: 3 clusters Score -3585963 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3586415.750000 Penalty: 4861.933594
	Iteration 10Q: 3 clusters Score -3586416 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3586887.000000 Penalty: 4861.933594
	Iteration 11Q: 3 clusters Score -3586887 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3587384.750000 Penalty: 4861.933594
	Iteration 12Q: 3 clusters Score -3587385 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3587831.750000 Penalty: 4861.933594
	Iteration 13Q: 3 clusters Score -3587832 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3588214.000000 Penalty: 4861.933594
	Iteration 14Q: 3 clusters Score -3588214 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3588526.000000 Penalty: 4861.933594
	Iteration 15Q: 3 clusters Score -3588526 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3588755.500000 Penalty: 4861.933594
	Iteration 16Q: 3 clusters Score -3588756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3588926.250000 Penalty: 4861.933594
	Iteration 17Q: 3 clusters Score -3588926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3589016.500000 Penalty: 4861.933594
	Iteration 18Q: 3 clusters Score -3589016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3589051.500000 Penalty: 4861.933594
	Iteration 19Q: 3 clusters Score -3589052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3589095.500000 Penalty: 4861.933594
	Iteration 20F: 3 clusters Score -3589096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3589121.250000 Penalty: 4861.933594
	Iteration 21Q: 3 clusters Score -3589121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3589140.750000 Penalty: 4861.933594
	Iteration 22Q: 3 clusters Score -3589141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3589145.500000 Penalty: 4861.933594
	Iteration 23Q: 3 clusters Score -3589146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3589154.250000 Penalty: 4861.933594
	Iteration 24Q: 3 clusters Score -3589154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3589164.500000 Penalty: 4861.933594
	Iteration 25Q: 3 clusters Score -3589164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3589163.000000 Penalty: 4861.933594
	Iteration 26Q: 3 clusters Score -3589163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3589175.000000 Penalty: 4861.933594
	Iteration 27Q: 3 clusters Score -3589175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3589178.500000 Penalty: 4861.933594
	Iteration 28Q: 3 clusters Score -3589178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3589178.750000 Penalty: 4861.933594
	Iteration 29Q: 3 clusters Score -3589179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3589182.250000 Penalty: 4861.933594
	Iteration 30Q: 3 clusters Score -3589182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3589182.250000 Penalty: 4861.933594
	Iteration 31F: 3 clusters Score -3589182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Entering Unmasked Estep 
Score: -4042454.500000 Penalty: 2461.680176
	Iteration 0F: 2 clusters Score -4042454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4030625.750000 Penalty: 4923.360352
	Iteration 0F: 3 clusters Score -4030626 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4035289.000000 Penalty: 4923.360352
	Iteration 1F: 3 clusters Score -4035289 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4035791.250000 Penalty: 4923.360352
	Iteration 2F: 3 clusters Score -4035791 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4036264.250000 Penalty: 4923.360352
	Iteration 3F: 3 clusters Score -4036264 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -4036659.000000 Penalty: 4923.360352
	Iteration 4F: 3 clusters Score -4036659 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4036979.750000 Penalty: 4923.360352
	Iteration 5F: 3 clusters Score -4036980 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4037373.750000 Penalty: 4923.360352
	Iteration 6F: 3 clusters Score -4037374 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -4037773.250000 Penalty: 4923.360352
	Iteration 7Q: 3 clusters Score -4037773 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4038225.250000 Penalty: 4923.360352
	Iteration 8Q: 3 clusters Score -4038225 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4038863.250000 Penalty: 4923.360352
	Iteration 9Q: 3 clusters Score -4038863 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4039493.000000 Penalty: 4923.360352
	Iteration 10Q: 3 clusters Score -4039493 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4039899.250000 Penalty: 4923.360352
	Iteration 11Q: 3 clusters Score -4039899 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4040176.250000 Penalty: 4923.360352
	Iteration 12Q: 3 clusters Score -4040176 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4040527.500000 Penalty: 4923.360352
	Iteration 13Q: 3 clusters Score -4040528 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4040889.000000 Penalty: 4923.360352
	Iteration 14Q: 3 clusters Score -4040889 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4041113.250000 Penalty: 4923.360352
	Iteration 15Q: 3 clusters Score -4041113 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4041193.500000 Penalty: 4923.360352
	Iteration 16Q: 3 clusters Score -4041194 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4041405.000000 Penalty: 4923.360352
	Iteration 17Q: 3 clusters Score -4041405 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4041550.000000 Penalty: 4923.360352
	Iteration 18Q: 3 clusters Score -4041550 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4041641.000000 Penalty: 4923.360352
	Iteration 19Q: 3 clusters Score -4041641 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4041713.250000 Penalty: 4923.360352
	Iteration 20F: 3 clusters Score -4041713 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4041768.000000 Penalty: 4923.360352
	Iteration 21Q: 3 clusters Score -4041768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4041820.000000 Penalty: 4923.360352
	Iteration 22Q: 3 clusters Score -4041820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4041827.750000 Penalty: 4923.360352
	Iteration 23Q: 3 clusters Score -4041828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4041814.750000 Penalty: 4923.360352
	Iteration 24Q: 3 clusters Score -4041815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -4041831.750000 Penalty: 4923.360352
	Iteration 25Q: 3 clusters Score -4041832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4041841.750000 Penalty: 4923.360352
	Iteration 26Q: 3 clusters Score -4041842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4041857.000000 Penalty: 4923.360352
	Iteration 27Q: 3 clusters Score -4041857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4041870.250000 Penalty: 4923.360352
	Iteration 28Q: 3 clusters Score -4041870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4041870.500000 Penalty: 4923.360352
	Iteration 29Q: 3 clusters Score -4041870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4041879.250000 Penalty: 4923.360352
	Iteration 30Q: 3 clusters Score -4041879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4041878.500000 Penalty: 4923.360352
	Iteration 31Q: 3 clusters Score -4041878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4041884.250000 Penalty: 4923.360352
	Iteration 32Q: 3 clusters Score -4041884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4041879.500000 Penalty: 4923.360352
	Iteration 33Q: 3 clusters Score -4041880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4041877.250000 Penalty: 4923.360352
	Iteration 34Q: 3 clusters Score -4041877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4041885.250000 Penalty: 4923.360352
	Iteration 35Q: 3 clusters Score -4041885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4041886.250000 Penalty: 4923.360352
	Iteration 36Q: 3 clusters Score -4041886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4041880.750000 Penalty: 4923.360352
	Iteration 37Q: 3 clusters Score -4041881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4041879.250000 Penalty: 4923.360352
	Iteration 38Q: 3 clusters Score -4041879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4041879.000000 Penalty: 4923.360352
	Iteration 39Q: 3 clusters Score -4041879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4041879.000000 Penalty: 4923.360352
	Iteration 40F: 3 clusters Score -4041879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -85560.687500 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -85560.69 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: -84077.570312 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -84077.57 nChanged 105
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: -84240.070312 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -84240.07 nChanged 26
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: -84282.250000 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -84282.25 nChanged 9
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: -84295.484375 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -84295.48 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: -84297.781250 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -84297.78 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: -84298.710938 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -84298.71 nChanged 0
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: -84298.710938 Penalty: 3090.318848
	Iteration 6F: 3 clusters Score -84298.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21839 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23955 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 34030 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22060 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22601 members 
Mstep: Class 14 contains 9873 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29662 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27205 members 
Mstep: Class 21 contains 36193 members 
Mstep: Class 22 contains 21490 members 
Mstep: Class 23 contains 19098 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18463 members 
Mstep: Class 27 contains 19924 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18156 members 
Mstep: Class 30 contains 20008 members 
Mstep: Class 31 contains 24002 members 
Mstep: Class 32 contains 18075 members 
Mstep: Class 33 contains 20458 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211512.000000 Penalty: 106896.671875
Iteration 399Q: 34 clusters Score -8.721151e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23954 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 34026 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22061 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 22602 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29669 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27205 members 
Mstep: Class 21 contains 36184 members 
Mstep: Class 22 contains 21478 members 
Mstep: Class 23 contains 19189 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18505 members 
Mstep: Class 27 contains 19929 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18235 members 
Mstep: Class 30 contains 19909 members 
Mstep: Class 31 contains 23990 members 
Mstep: Class 32 contains 18012 members 
Mstep: Class 33 contains 20443 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211400.000000 Penalty: 106896.671875
Iteration 400F: 34 clusters Score -8.72114e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21834 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23942 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 34010 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22065 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 9878 members 
Mstep: Class 15 contains 19841 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29677 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27208 members 
Mstep: Class 21 contains 36183 members 
Mstep: Class 22 contains 21481 members 
Mstep: Class 23 contains 19149 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18520 members 
Mstep: Class 27 contains 19930 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18375 members 
Mstep: Class 30 contains 19780 members 
Mstep: Class 31 contains 23983 members 
Mstep: Class 32 contains 17964 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211528.000000 Penalty: 106896.671875
Iteration 401Q: 34 clusters Score -8.721153e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21832 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 23929 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33979 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22068 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29680 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27206 members 
Mstep: Class 21 contains 36190 members 
Mstep: Class 22 contains 21484 members 
Mstep: Class 23 contains 18970 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18531 members 
Mstep: Class 27 contains 19928 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18522 members 
Mstep: Class 30 contains 19741 members 
Mstep: Class 31 contains 23988 members 
Mstep: Class 32 contains 17976 members 
Mstep: Class 33 contains 20583 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211280.000000 Penalty: 106896.671875
Iteration 402Q: 34 clusters Score -8.721128e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21840 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23938 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33970 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22064 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18255 members 
Mstep: Class 13 contains 22592 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29682 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27207 members 
Mstep: Class 21 contains 36183 members 
Mstep: Class 22 contains 21488 members 
Mstep: Class 23 contains 18757 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18539 members 
Mstep: Class 27 contains 19936 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 19826 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 18035 members 
Mstep: Class 33 contains 20645 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211048.000000 Penalty: 106896.671875
Iteration 403Q: 34 clusters Score -8.721105e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21851 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 23958 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33960 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22071 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18255 members 
Mstep: Class 13 contains 22588 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 19732 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29679 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27203 members 
Mstep: Class 21 contains 36179 members 
Mstep: Class 22 contains 21494 members 
Mstep: Class 23 contains 18607 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18571 members 
Mstep: Class 27 contains 19950 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18443 members 
Mstep: Class 30 contains 20031 members 
Mstep: Class 31 contains 23963 members 
Mstep: Class 32 contains 18110 members 
Mstep: Class 33 contains 20644 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211216.000000 Penalty: 106896.671875
Iteration 404Q: 34 clusters Score -8.721122e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21873 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 23975 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 7 contains 33943 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22071 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 22588 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29662 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27206 members 
Mstep: Class 21 contains 36176 members 
Mstep: Class 22 contains 21498 members 
Mstep: Class 23 contains 18625 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18616 members 
Mstep: Class 27 contains 19954 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18295 members 
Mstep: Class 30 contains 20239 members 
Mstep: Class 31 contains 23970 members 
Mstep: Class 32 contains 18130 members 
Mstep: Class 33 contains 20528 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211208.000000 Penalty: 106896.671875
Iteration 405Q: 34 clusters Score -8.721121e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23983 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33934 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22088 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 22587 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 19651 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29654 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27209 members 
Mstep: Class 21 contains 36168 members 
Mstep: Class 22 contains 21503 members 
Mstep: Class 23 contains 18787 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18672 members 
Mstep: Class 27 contains 19973 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18156 members 
Mstep: Class 30 contains 20369 members 
Mstep: Class 31 contains 23964 members 
Mstep: Class 32 contains 18097 members 
Mstep: Class 33 contains 20347 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211056.000000 Penalty: 106896.671875
Iteration 406Q: 34 clusters Score -8.721106e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23992 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33916 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22101 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 22591 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29648 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27208 members 
Mstep: Class 21 contains 36159 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 19090 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18702 members 
Mstep: Class 27 contains 19998 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18080 members 
Mstep: Class 30 contains 20329 members 
Mstep: Class 31 contains 23937 members 
Mstep: Class 32 contains 18014 members 
Mstep: Class 33 contains 20164 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211352.000000 Penalty: 106896.671875
Iteration 407Q: 34 clusters Score -8.721135e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21888 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23999 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33899 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22112 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 22584 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 19739 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29650 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27210 members 
Mstep: Class 21 contains 36156 members 
Mstep: Class 22 contains 21506 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18709 members 
Mstep: Class 27 contains 20009 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18213 members 
Mstep: Class 30 contains 20054 members 
Mstep: Class 31 contains 23923 members 
Mstep: Class 32 contains 17889 members 
Mstep: Class 33 contains 20067 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211528.000000 Penalty: 106896.671875
Iteration 408Q: 34 clusters Score -8.721153e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21875 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 23998 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22134 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 22582 members 
Mstep: Class 14 contains 9951 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29653 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27211 members 
Mstep: Class 21 contains 36146 members 
Mstep: Class 22 contains 21513 members 
Mstep: Class 23 contains 19419 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18671 members 
Mstep: Class 27 contains 20024 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 19710 members 
Mstep: Class 31 contains 23887 members 
Mstep: Class 32 contains 17831 members 
Mstep: Class 33 contains 20110 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211816.000000 Penalty: 106896.671875
Iteration 409Q: 34 clusters Score -8.721182e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21859 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24020 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18253 members 
Mstep: Class 13 contains 22575 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29655 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27218 members 
Mstep: Class 21 contains 36132 members 
Mstep: Class 22 contains 21523 members 
Mstep: Class 23 contains 19069 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18615 members 
Mstep: Class 27 contains 20029 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18897 members 
Mstep: Class 30 contains 19454 members 
Mstep: Class 31 contains 23874 members 
Mstep: Class 32 contains 17880 members 
Mstep: Class 33 contains 20339 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87212080.000000 Penalty: 106896.671875
Iteration 410Q: 34 clusters Score -8.721208e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21857 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24035 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 7 contains 33844 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22156 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 22571 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29664 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27224 members 
Mstep: Class 21 contains 36123 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 18598 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18604 members 
Mstep: Class 27 contains 20041 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19037 members 
Mstep: Class 30 contains 19525 members 
Mstep: Class 31 contains 23864 members 
Mstep: Class 32 contains 18012 members 
Mstep: Class 33 contains 20558 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211848.000000 Penalty: 106896.671875
Iteration 411Q: 34 clusters Score -8.721185e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21862 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24070 members 
Mstep: Class 5 contains 5161 members 
Mstep: Class 7 contains 33830 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22170 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 22561 members 
Mstep: Class 14 contains 9965 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29656 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27224 members 
Mstep: Class 21 contains 36121 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 18196 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18636 members 
Mstep: Class 27 contains 20049 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18852 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 23851 members 
Mstep: Class 32 contains 18247 members 
Mstep: Class 33 contains 20691 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211840.000000 Penalty: 106896.671875
Iteration 412Q: 34 clusters Score -8.721184e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21860 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24103 members 
Mstep: Class 5 contains 5161 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22153 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18263 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 9970 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29655 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27225 members 
Mstep: Class 21 contains 36116 members 
Mstep: Class 22 contains 21489 members 
Mstep: Class 23 contains 18102 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18772 members 
Mstep: Class 27 contains 20058 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18343 members 
Mstep: Class 30 contains 20331 members 
Mstep: Class 31 contains 23849 members 
Mstep: Class 32 contains 18435 members 
Mstep: Class 33 contains 20691 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210936.000000 Penalty: 106896.671875
Iteration 413Q: 34 clusters Score -8.721094e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21871 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 7 contains 33797 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22165 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 22541 members 
Mstep: Class 14 contains 9992 members 
Mstep: Class 15 contains 19245 members 
Mstep: Class 16 contains 4304 members 
Mstep: Class 17 contains 29646 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27232 members 
Mstep: Class 21 contains 36111 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 18564 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18957 members 
Mstep: Class 27 contains 20058 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17645 members 
Mstep: Class 30 contains 20808 members 
Mstep: Class 31 contains 23842 members 
Mstep: Class 32 contains 18429 members 
Mstep: Class 33 contains 20397 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210592.000000 Penalty: 106896.671875
Iteration 414Q: 34 clusters Score -8.721059e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21882 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24104 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22172 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 22532 members 
Mstep: Class 14 contains 10045 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27238 members 
Mstep: Class 21 contains 36113 members 
Mstep: Class 22 contains 21518 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19113 members 
Mstep: Class 27 contains 20036 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17347 members 
Mstep: Class 30 contains 20902 members 
Mstep: Class 31 contains 23830 members 
Mstep: Class 32 contains 18020 members 
Mstep: Class 33 contains 19982 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210752.000000 Penalty: 106896.671875
Iteration 415Q: 34 clusters Score -8.721075e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21896 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24105 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33753 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22171 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 19405 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 29613 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27244 members 
Mstep: Class 21 contains 36106 members 
Mstep: Class 22 contains 21506 members 
Mstep: Class 23 contains 20191 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19093 members 
Mstep: Class 27 contains 20023 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17740 members 
Mstep: Class 30 contains 20224 members 
Mstep: Class 31 contains 23787 members 
Mstep: Class 32 contains 17624 members 
Mstep: Class 33 contains 19795 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210496.000000 Penalty: 106896.671875
Iteration 416Q: 34 clusters Score -8.72105e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21885 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24109 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 7 contains 33744 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22206 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18277 members 
Mstep: Class 13 contains 22525 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 29618 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27244 members 
Mstep: Class 21 contains 36098 members 
Mstep: Class 22 contains 21513 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18994 members 
Mstep: Class 27 contains 19998 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 19174 members 
Mstep: Class 31 contains 23759 members 
Mstep: Class 32 contains 17143 members 
Mstep: Class 33 contains 19947 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210864.000000 Penalty: 106896.671875
Iteration 417Q: 34 clusters Score -8.721086e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21902 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24126 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 7 contains 33743 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22208 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 22515 members 
Mstep: Class 14 contains 10139 members 
Mstep: Class 15 contains 19711 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29621 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27247 members 
Mstep: Class 21 contains 36088 members 
Mstep: Class 22 contains 21501 members 
Mstep: Class 23 contains 19821 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18940 members 
Mstep: Class 27 contains 19988 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19327 members 
Mstep: Class 30 contains 18603 members 
Mstep: Class 31 contains 23746 members 
Mstep: Class 32 contains 17236 members 
Mstep: Class 33 contains 20447 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211008.000000 Penalty: 106896.671875
Iteration 418Q: 34 clusters Score -8.721101e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24142 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33742 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 22506 members 
Mstep: Class 14 contains 10145 members 
Mstep: Class 15 contains 19554 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 29619 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27250 members 
Mstep: Class 21 contains 36083 members 
Mstep: Class 22 contains 21465 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18895 members 
Mstep: Class 27 contains 19994 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19931 members 
Mstep: Class 30 contains 18753 members 
Mstep: Class 31 contains 23775 members 
Mstep: Class 32 contains 17510 members 
Mstep: Class 33 contains 20953 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211160.000000 Penalty: 106896.671875
Iteration 419Q: 34 clusters Score -8.721116e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21902 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33736 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22234 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 10148 members 
Mstep: Class 15 contains 19260 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 29601 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27256 members 
Mstep: Class 21 contains 36078 members 
Mstep: Class 22 contains 21470 members 
Mstep: Class 23 contains 17318 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18842 members 
Mstep: Class 27 contains 19998 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19730 members 
Mstep: Class 30 contains 19677 members 
Mstep: Class 31 contains 23812 members 
Mstep: Class 32 contains 17904 members 
Mstep: Class 33 contains 21295 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210272.000000 Penalty: 106896.671875
Iteration 420F: 34 clusters Score -8.721027e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24169 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33723 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22228 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18278 members 
Mstep: Class 13 contains 22491 members 
Mstep: Class 14 contains 10147 members 
Mstep: Class 15 contains 18874 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29588 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27259 members 
Mstep: Class 21 contains 36069 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 16838 members 
Mstep: Class 24 contains 543 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18793 members 
Mstep: Class 27 contains 20003 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19011 members 
Mstep: Class 30 contains 20764 members 
Mstep: Class 31 contains 23861 members 
Mstep: Class 32 contains 18314 members 
Mstep: Class 33 contains 21353 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209328.000000 Penalty: 106896.671875
Iteration 421Q: 34 clusters Score -8.720933e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21936 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24183 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33711 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22216 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 22485 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29573 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27262 members 
Mstep: Class 21 contains 36054 members 
Mstep: Class 22 contains 21557 members 
Mstep: Class 23 contains 17271 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18913 members 
Mstep: Class 27 contains 20001 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18140 members 
Mstep: Class 30 contains 21700 members 
Mstep: Class 31 contains 23878 members 
Mstep: Class 32 contains 18522 members 
Mstep: Class 33 contains 20760 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209088.000000 Penalty: 106896.671875
Iteration 422Q: 34 clusters Score -8.720909e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21934 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24199 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33705 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22195 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 18627 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 29557 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27266 members 
Mstep: Class 21 contains 36034 members 
Mstep: Class 22 contains 21565 members 
Mstep: Class 23 contains 18258 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19092 members 
Mstep: Class 27 contains 19977 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17315 members 
Mstep: Class 30 contains 22273 members 
Mstep: Class 31 contains 23924 members 
Mstep: Class 32 contains 18356 members 
Mstep: Class 33 contains 19986 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209008.000000 Penalty: 106896.671875
Iteration 423Q: 34 clusters Score -8.720901e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21909 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24192 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33714 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22186 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18285 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 18949 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29546 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27272 members 
Mstep: Class 21 contains 36007 members 
Mstep: Class 22 contains 21582 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19173 members 
Mstep: Class 27 contains 19946 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 16911 members 
Mstep: Class 30 contains 21955 members 
Mstep: Class 31 contains 23941 members 
Mstep: Class 32 contains 17983 members 
Mstep: Class 33 contains 19551 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209536.000000 Penalty: 106896.671875
Iteration 424Q: 34 clusters Score -8.720954e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21884 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24152 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33716 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22170 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 19321 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29550 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27274 members 
Mstep: Class 21 contains 35989 members 
Mstep: Class 22 contains 21595 members 
Mstep: Class 23 contains 20380 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19108 members 
Mstep: Class 27 contains 19938 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17173 members 
Mstep: Class 30 contains 20893 members 
Mstep: Class 31 contains 23850 members 
Mstep: Class 32 contains 17628 members 
Mstep: Class 33 contains 19571 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210104.000000 Penalty: 106896.671875
Iteration 425Q: 34 clusters Score -8.72101e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 24115 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33709 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18283 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 10259 members 
Mstep: Class 15 contains 19621 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 29548 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27282 members 
Mstep: Class 21 contains 35974 members 
Mstep: Class 22 contains 21555 members 
Mstep: Class 23 contains 20863 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19012 members 
Mstep: Class 27 contains 19939 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17818 members 
Mstep: Class 30 contains 19736 members 
Mstep: Class 31 contains 23786 members 
Mstep: Class 32 contains 17266 members 
Mstep: Class 33 contains 19908 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209984.000000 Penalty: 106896.671875
Iteration 426Q: 34 clusters Score -8.720998e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21869 members 
Mstep: Class 3 contains 7735 members 
Mstep: Class 4 contains 24134 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33692 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22179 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18284 members 
Mstep: Class 13 contains 22453 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29576 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27290 members 
Mstep: Class 21 contains 35961 members 
Mstep: Class 22 contains 21527 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18964 members 
Mstep: Class 27 contains 19942 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18528 members 
Mstep: Class 30 contains 19085 members 
Mstep: Class 31 contains 23750 members 
Mstep: Class 32 contains 16891 members 
Mstep: Class 33 contains 20537 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210280.000000 Penalty: 106896.671875
Iteration 427Q: 34 clusters Score -8.721028e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 24169 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33684 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22183 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 22443 members 
Mstep: Class 14 contains 10254 members 
Mstep: Class 15 contains 19633 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 29583 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27304 members 
Mstep: Class 21 contains 35951 members 
Mstep: Class 22 contains 21496 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18894 members 
Mstep: Class 27 contains 19957 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19279 members 
Mstep: Class 30 contains 19005 members 
Mstep: Class 31 contains 23743 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 21043 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87211080.000000 Penalty: 106896.671875
Iteration 428Q: 34 clusters Score -8.721108e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7731 members 
Mstep: Class 4 contains 24205 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33671 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22185 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 22432 members 
Mstep: Class 14 contains 10253 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29572 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27316 members 
Mstep: Class 21 contains 35945 members 
Mstep: Class 22 contains 21495 members 
Mstep: Class 23 contains 18273 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18814 members 
Mstep: Class 27 contains 19990 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19643 members 
Mstep: Class 30 contains 19514 members 
Mstep: Class 31 contains 23731 members 
Mstep: Class 32 contains 17216 members 
Mstep: Class 33 contains 21394 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210904.000000 Penalty: 106896.671875
Iteration 429Q: 34 clusters Score -8.72109e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21921 members 
Mstep: Class 3 contains 7728 members 
Mstep: Class 4 contains 24216 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33659 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22167 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 22412 members 
Mstep: Class 14 contains 10241 members 
Mstep: Class 15 contains 18970 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29565 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27326 members 
Mstep: Class 21 contains 35931 members 
Mstep: Class 22 contains 21505 members 
Mstep: Class 23 contains 17516 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18765 members 
Mstep: Class 27 contains 20029 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19321 members 
Mstep: Class 30 contains 20457 members 
Mstep: Class 31 contains 23732 members 
Mstep: Class 32 contains 17611 members 
Mstep: Class 33 contains 21583 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210104.000000 Penalty: 106896.671875
Iteration 430Q: 34 clusters Score -8.72101e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 24234 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33640 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22177 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 22400 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 15 contains 18629 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29530 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27331 members 
Mstep: Class 21 contains 35922 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 17591 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18689 members 
Mstep: Class 27 contains 20051 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18713 members 
Mstep: Class 30 contains 21361 members 
Mstep: Class 31 contains 23785 members 
Mstep: Class 32 contains 17875 members 
Mstep: Class 33 contains 21301 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209448.000000 Penalty: 106896.671875
Iteration 431Q: 34 clusters Score -8.720945e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21960 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 24274 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33628 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22173 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18252 members 
Mstep: Class 13 contains 22379 members 
Mstep: Class 14 contains 10210 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29516 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27335 members 
Mstep: Class 21 contains 35910 members 
Mstep: Class 22 contains 21560 members 
Mstep: Class 23 contains 18216 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18593 members 
Mstep: Class 27 contains 20053 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18077 members 
Mstep: Class 30 contains 22019 members 
Mstep: Class 31 contains 23839 members 
Mstep: Class 32 contains 17957 members 
Mstep: Class 33 contains 20688 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209496.000000 Penalty: 106896.671875
Iteration 432Q: 34 clusters Score -8.72095e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21957 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 24268 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33616 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22166 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 22361 members 
Mstep: Class 14 contains 10201 members 
Mstep: Class 15 contains 18670 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27343 members 
Mstep: Class 21 contains 35901 members 
Mstep: Class 22 contains 21561 members 
Mstep: Class 23 contains 19088 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18550 members 
Mstep: Class 27 contains 20033 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17760 members 
Mstep: Class 30 contains 22099 members 
Mstep: Class 31 contains 23870 members 
Mstep: Class 32 contains 17779 members 
Mstep: Class 33 contains 20194 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209688.000000 Penalty: 106896.671875
Iteration 433Q: 34 clusters Score -8.720969e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21948 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 24244 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 33609 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 22355 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 18943 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27347 members 
Mstep: Class 21 contains 35886 members 
Mstep: Class 22 contains 21575 members 
Mstep: Class 23 contains 20124 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18468 members 
Mstep: Class 27 contains 20009 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 17877 members 
Mstep: Class 30 contains 21456 members 
Mstep: Class 31 contains 23839 members 
Mstep: Class 32 contains 17408 members 
Mstep: Class 33 contains 20001 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209880.000000 Penalty: 106896.671875
Iteration 434Q: 34 clusters Score -8.720988e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21940 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24192 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 33611 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22148 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 10144 members 
Mstep: Class 15 contains 19211 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29492 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27344 members 
Mstep: Class 21 contains 35878 members 
Mstep: Class 22 contains 21566 members 
Mstep: Class 23 contains 20804 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18464 members 
Mstep: Class 27 contains 19998 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18319 members 
Mstep: Class 30 contains 20441 members 
Mstep: Class 31 contains 23807 members 
Mstep: Class 32 contains 17180 members 
Mstep: Class 33 contains 20026 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210120.000000 Penalty: 106896.671875
Iteration 435Q: 34 clusters Score -8.721012e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21923 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24163 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 33592 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22160 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18285 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 10131 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29506 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27333 members 
Mstep: Class 21 contains 35867 members 
Mstep: Class 22 contains 21528 members 
Mstep: Class 23 contains 20557 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18448 members 
Mstep: Class 27 contains 19995 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 18944 members 
Mstep: Class 30 contains 19607 members 
Mstep: Class 31 contains 23760 members 
Mstep: Class 32 contains 17222 members 
Mstep: Class 33 contains 20357 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210272.000000 Penalty: 106896.671875
Iteration 436Q: 34 clusters Score -8.721027e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21912 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24157 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 7 contains 33565 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22157 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18296 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 19550 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29511 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27330 members 
Mstep: Class 21 contains 35867 members 
Mstep: Class 22 contains 21510 members 
Mstep: Class 23 contains 19505 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18426 members 
Mstep: Class 27 contains 19982 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19612 members 
Mstep: Class 30 contains 19278 members 
Mstep: Class 31 contains 23742 members 
Mstep: Class 32 contains 17419 members 
Mstep: Class 33 contains 20904 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210112.000000 Penalty: 106896.671875
Iteration 437Q: 34 clusters Score -8.721011e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 24149 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 33540 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22153 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 19436 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 29510 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27329 members 
Mstep: Class 21 contains 35860 members 
Mstep: Class 22 contains 21507 members 
Mstep: Class 23 contains 18384 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18413 members 
Mstep: Class 27 contains 20010 members 
Mstep: Class 28 contains 415 members 
Mstep: Class 29 contains 19857 members 
Mstep: Class 30 contains 19628 members 
Mstep: Class 31 contains 23757 members 
Mstep: Class 32 contains 17784 members 
Mstep: Class 33 contains 21209 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210392.000000 Penalty: 106896.671875
Iteration 438Q: 34 clusters Score -8.721039e+07 nChanged 2822
Entering ConstructFrom: 
Score: -87210392.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -459268.343750 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -459268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -456238.687500 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -456238.7 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -457024.093750 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -457024.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -457379.843750 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -457379.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -457670.718750 Penalty: 3906.059082
	Iteration 3F: 3 clusters Score -457670.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -457969.468750 Penalty: 3906.059082
	Iteration 4F: 3 clusters Score -457969.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -458298.906250 Penalty: 3906.059082
	Iteration 5F: 3 clusters Score -458298.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -458511.375000 Penalty: 3906.059082
	Iteration 6F: 3 clusters Score -458511.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -458632.531250 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -458632.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -458696.000000 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -458696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -458751.000000 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -458751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -458793.937500 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -458793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -458836.187500 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -458836.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -458884.875000 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -458884.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -458962.000000 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -458962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -459026.312500 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -459026.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -459050.843750 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -459050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -459056.500000 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -459056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -459058.750000 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -459058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -459061.593750 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -459061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -459061.718750 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -459061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -459063.281250 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -459063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Entering Unmasked Estep 
Score: -4092357.250000 Penalty: 2478.787109
	Iteration 0F: 2 clusters Score -4092357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4078541.250000 Penalty: 4957.574219
	Iteration 0F: 3 clusters Score -4078541 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4083860.750000 Penalty: 4957.574219
	Iteration 1F: 3 clusters Score -4083861 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4084327.000000 Penalty: 4957.574219
	Iteration 2F: 3 clusters Score -4084327 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4084657.500000 Penalty: 4957.574219
	Iteration 3Q: 3 clusters Score -4084658 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4085028.750000 Penalty: 4957.574219
	Iteration 4Q: 3 clusters Score -4085029 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4085348.000000 Penalty: 4957.574219
	Iteration 5Q: 3 clusters Score -4085348 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4085675.500000 Penalty: 4957.574219
	Iteration 6Q: 3 clusters Score -4085676 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4086029.000000 Penalty: 4957.574219
	Iteration 7Q: 3 clusters Score -4086029 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4086416.750000 Penalty: 4957.574219
	Iteration 8Q: 3 clusters Score -4086417 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4086895.000000 Penalty: 4957.574219
	Iteration 9Q: 3 clusters Score -4086895 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4087378.250000 Penalty: 4957.574219
	Iteration 10Q: 3 clusters Score -4087378 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4087961.250000 Penalty: 4957.574219
	Iteration 11Q: 3 clusters Score -4087961 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4088558.250000 Penalty: 4957.574219
	Iteration 12Q: 3 clusters Score -4088558 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4089071.750000 Penalty: 4957.574219
	Iteration 13Q: 3 clusters Score -4089072 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4089427.250000 Penalty: 4957.574219
	Iteration 14Q: 3 clusters Score -4089427 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4089683.750000 Penalty: 4957.574219
	Iteration 15Q: 3 clusters Score -4089684 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4089859.250000 Penalty: 4957.574219
	Iteration 16Q: 3 clusters Score -4089859 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -4090009.500000 Penalty: 4957.574219
	Iteration 17Q: 3 clusters Score -4090010 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4090125.000000 Penalty: 4957.574219
	Iteration 18Q: 3 clusters Score -4090125 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4090202.000000 Penalty: 4957.574219
	Iteration 19Q: 3 clusters Score -4090202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -4090263.250000 Penalty: 4957.574219
	Iteration 20F: 3 clusters Score -4090263 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4090309.750000 Penalty: 4957.574219
	Iteration 21Q: 3 clusters Score -4090310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4090373.000000 Penalty: 4957.574219
	Iteration 22Q: 3 clusters Score -4090373 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4090419.500000 Penalty: 4957.574219
	Iteration 23Q: 3 clusters Score -4090420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4090455.500000 Penalty: 4957.574219
	Iteration 24Q: 3 clusters Score -4090456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4090500.500000 Penalty: 4957.574219
	Iteration 25Q: 3 clusters Score -4090500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4090542.000000 Penalty: 4957.574219
	Iteration 26Q: 3 clusters Score -4090542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4090563.250000 Penalty: 4957.574219
	Iteration 27Q: 3 clusters Score -4090563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4090588.000000 Penalty: 4957.574219
	Iteration 28Q: 3 clusters Score -4090588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4090619.750000 Penalty: 4957.574219
	Iteration 29Q: 3 clusters Score -4090620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4090657.000000 Penalty: 4957.574219
	Iteration 30Q: 3 clusters Score -4090657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4090696.500000 Penalty: 4957.574219
	Iteration 31Q: 3 clusters Score -4090696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4090727.750000 Penalty: 4957.574219
	Iteration 32Q: 3 clusters Score -4090728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4090762.000000 Penalty: 4957.574219
	Iteration 33Q: 3 clusters Score -4090762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4090792.250000 Penalty: 4957.574219
	Iteration 34Q: 3 clusters Score -4090792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4090813.500000 Penalty: 4957.574219
	Iteration 35Q: 3 clusters Score -4090814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4090848.250000 Penalty: 4957.574219
	Iteration 36Q: 3 clusters Score -4090848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4090847.750000 Penalty: 4957.574219
	Iteration 37Q: 3 clusters Score -4090848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4090869.000000 Penalty: 4957.574219
	Iteration 38Q: 3 clusters Score -4090869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4090886.750000 Penalty: 4957.574219
	Iteration 39Q: 3 clusters Score -4090887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4090912.500000 Penalty: 4957.574219
	Iteration 40F: 3 clusters Score -4090912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4090946.500000 Penalty: 4957.574219
	Iteration 41Q: 3 clusters Score -4090946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4090963.500000 Penalty: 4957.574219
	Iteration 42Q: 3 clusters Score -4090964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4090983.500000 Penalty: 4957.574219
	Iteration 43Q: 3 clusters Score -4090984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4091013.750000 Penalty: 4957.574219
	Iteration 44Q: 3 clusters Score -4091014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4091051.000000 Penalty: 4957.574219
	Iteration 45Q: 3 clusters Score -4091051 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4091077.000000 Penalty: 4957.574219
	Iteration 46Q: 3 clusters Score -4091077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4091107.750000 Penalty: 4957.574219
	Iteration 47Q: 3 clusters Score -4091108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4091126.500000 Penalty: 4957.574219
	Iteration 48Q: 3 clusters Score -4091126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4091150.750000 Penalty: 4957.574219
	Iteration 49Q: 3 clusters Score -4091151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4091165.500000 Penalty: 4957.574219
	Iteration 50Q: 3 clusters Score -4091166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4091198.250000 Penalty: 4957.574219
	Iteration 51Q: 3 clusters Score -4091198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4091229.500000 Penalty: 4957.574219
	Iteration 52Q: 3 clusters Score -4091230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4091238.500000 Penalty: 4957.574219
	Iteration 53Q: 3 clusters Score -4091238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4091252.000000 Penalty: 4957.574219
	Iteration 54Q: 3 clusters Score -4091252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4091254.000000 Penalty: 4957.574219
	Iteration 55Q: 3 clusters Score -4091254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4091271.250000 Penalty: 4957.574219
	Iteration 56Q: 3 clusters Score -4091271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4091281.250000 Penalty: 4957.574219
	Iteration 57Q: 3 clusters Score -4091281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4091296.250000 Penalty: 4957.574219
	Iteration 58Q: 3 clusters Score -4091296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4091297.750000 Penalty: 4957.574219
	Iteration 59Q: 3 clusters Score -4091298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4091277.750000 Penalty: 4957.574219
	Iteration 60F: 3 clusters Score -4091278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4091274.750000 Penalty: 4957.574219
	Iteration 61Q: 3 clusters Score -4091275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4091275.000000 Penalty: 4957.574219
	Iteration 62Q: 3 clusters Score -4091275 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4091263.000000 Penalty: 4957.574219
	Iteration 63Q: 3 clusters Score -4091263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4091229.750000 Penalty: 4957.574219
	Iteration 64Q: 3 clusters Score -4091230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4091199.500000 Penalty: 4957.574219
	Iteration 65Q: 3 clusters Score -4091200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4091182.750000 Penalty: 4957.574219
	Iteration 66Q: 3 clusters Score -4091183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4091168.500000 Penalty: 4957.574219
	Iteration 67Q: 3 clusters Score -4091168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4091149.000000 Penalty: 4957.574219
	Iteration 68Q: 3 clusters Score -4091149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4091125.000000 Penalty: 4957.574219
	Iteration 69Q: 3 clusters Score -4091125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4091090.000000 Penalty: 4957.574219
	Iteration 70Q: 3 clusters Score -4091090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4091047.250000 Penalty: 4957.574219
	Iteration 71Q: 3 clusters Score -4091047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4091016.000000 Penalty: 4957.574219
	Iteration 72Q: 3 clusters Score -4091016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4091001.000000 Penalty: 4957.574219
	Iteration 73Q: 3 clusters Score -4091001 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4090973.500000 Penalty: 4957.574219
	Iteration 74Q: 3 clusters Score -4090974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4090951.500000 Penalty: 4957.574219
	Iteration 75Q: 3 clusters Score -4090952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4090914.500000 Penalty: 4957.574219
	Iteration 76Q: 3 clusters Score -4090914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4090914.750000 Penalty: 4957.574219
	Iteration 77Q: 3 clusters Score -4090915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4090911.500000 Penalty: 4957.574219
	Iteration 78Q: 3 clusters Score -4090912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4090890.750000 Penalty: 4957.574219
	Iteration 79Q: 3 clusters Score -4090891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4090881.750000 Penalty: 4957.574219
	Iteration 80F: 3 clusters Score -4090882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4090880.000000 Penalty: 4957.574219
	Iteration 81Q: 3 clusters Score -4090880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4090878.000000 Penalty: 4957.574219
	Iteration 82Q: 3 clusters Score -4090878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4090855.000000 Penalty: 4957.574219
	Iteration 83Q: 3 clusters Score -4090855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4090845.250000 Penalty: 4957.574219
	Iteration 84Q: 3 clusters Score -4090845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4090840.250000 Penalty: 4957.574219
	Iteration 85Q: 3 clusters Score -4090840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4090832.750000 Penalty: 4957.574219
	Iteration 86Q: 3 clusters Score -4090833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4090825.500000 Penalty: 4957.574219
	Iteration 87Q: 3 clusters Score -4090826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4090817.000000 Penalty: 4957.574219
	Iteration 88Q: 3 clusters Score -4090817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4090820.250000 Penalty: 4957.574219
	Iteration 89Q: 3 clusters Score -4090820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4090808.000000 Penalty: 4957.574219
	Iteration 90Q: 3 clusters Score -4090808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4090793.250000 Penalty: 4957.574219
	Iteration 91Q: 3 clusters Score -4090793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4090801.750000 Penalty: 4957.574219
	Iteration 92Q: 3 clusters Score -4090802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4090802.000000 Penalty: 4957.574219
	Iteration 93Q: 3 clusters Score -4090802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4090802.000000 Penalty: 4957.574219
	Iteration 94Q: 3 clusters Score -4090802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4090800.750000 Penalty: 4957.574219
	Iteration 95Q: 3 clusters Score -4090801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4090804.000000 Penalty: 4957.574219
	Iteration 96Q: 3 clusters Score -4090804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4090792.500000 Penalty: 4957.574219
	Iteration 97Q: 3 clusters Score -4090792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4090792.500000 Penalty: 4957.574219
	Iteration 98Q: 3 clusters Score -4090792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4090791.500000 Penalty: 4957.574219
	Iteration 99Q: 3 clusters Score -4090792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4090794.750000 Penalty: 4957.574219
	Iteration 100F: 3 clusters Score -4090795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4090791.000000 Penalty: 4957.574219
	Iteration 101Q: 3 clusters Score -4090791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4090788.000000 Penalty: 4957.574219
	Iteration 102Q: 3 clusters Score -4090788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4090787.750000 Penalty: 4957.574219
	Iteration 103Q: 3 clusters Score -4090788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4090786.750000 Penalty: 4957.574219
	Iteration 104Q: 3 clusters Score -4090787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4090787.500000 Penalty: 4957.574219
	Iteration 105Q: 3 clusters Score -4090788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4090782.000000 Penalty: 4957.574219
	Iteration 106Q: 3 clusters Score -4090782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4090787.750000 Penalty: 4957.574219
	Iteration 107Q: 3 clusters Score -4090788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4090788.750000 Penalty: 4957.574219
	Iteration 108Q: 3 clusters Score -4090789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4090784.750000 Penalty: 4957.574219
	Iteration 109Q: 3 clusters Score -4090785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4090779.250000 Penalty: 4957.574219
	Iteration 110Q: 3 clusters Score -4090779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4090775.750000 Penalty: 4957.574219
	Iteration 111Q: 3 clusters Score -4090776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4090772.250000 Penalty: 4957.574219
	Iteration 112Q: 3 clusters Score -4090772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4090772.250000 Penalty: 4957.574219
	Iteration 113Q: 3 clusters Score -4090772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4090776.750000 Penalty: 4957.574219
	Iteration 114Q: 3 clusters Score -4090777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4090769.250000 Penalty: 4957.574219
	Iteration 115Q: 3 clusters Score -4090769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4090767.750000 Penalty: 4957.574219
	Iteration 116Q: 3 clusters Score -4090768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4090771.750000 Penalty: 4957.574219
	Iteration 117Q: 3 clusters Score -4090772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4090776.500000 Penalty: 4957.574219
	Iteration 118Q: 3 clusters Score -4090776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4090776.250000 Penalty: 4957.574219
	Iteration 119Q: 3 clusters Score -4090776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4090777.000000 Penalty: 4957.574219
	Iteration 120F: 3 clusters Score -4090777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4090775.500000 Penalty: 4957.574219
	Iteration 121Q: 3 clusters Score -4090776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4090771.000000 Penalty: 4957.574219
	Iteration 122Q: 3 clusters Score -4090771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4090771.000000 Penalty: 4957.574219
	Iteration 123F: 3 clusters Score -4090771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -1399120.750000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -1399121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1392946.250000 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -1392946 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1395073.375000 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -1395073 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1395729.250000 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -1395729 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1396362.000000 Penalty: 4440.042969
	Iteration 3F: 3 clusters Score -1396362 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1396949.625000 Penalty: 4440.042969
	Iteration 4F: 3 clusters Score -1396950 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1397454.625000 Penalty: 4440.042969
	Iteration 5F: 3 clusters Score -1397455 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1397793.000000 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -1397793 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1398041.000000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -1398041 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1398218.250000 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -1398218 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1398320.625000 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -1398321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1398386.375000 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -1398386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1398432.250000 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -1398432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1398458.000000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -1398458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1398468.250000 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -1398468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1398477.375000 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -1398477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1398483.125000 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -1398483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1398489.750000 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -1398490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1398493.125000 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -1398493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1398495.000000 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -1398495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1398495.625000 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -1398496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1398502.500000 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -1398502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1398503.000000 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -1398503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1398503.000000 Penalty: 4440.042969
	Iteration 22F: 3 clusters Score -1398503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Entering Unmasked Estep 
Score: -4492962.500000 Penalty: 2502.825928
	Iteration 0F: 2 clusters Score -4492962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4477634.000000 Penalty: 5005.651855
	Iteration 0F: 3 clusters Score -4477634 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4483599.500000 Penalty: 5005.651855
	Iteration 1F: 3 clusters Score -4483600 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -4484037.500000 Penalty: 5005.651855
	Iteration 2F: 3 clusters Score -4484038 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4484450.500000 Penalty: 5005.651855
	Iteration 3Q: 3 clusters Score -4484450 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4484877.500000 Penalty: 5005.651855
	Iteration 4Q: 3 clusters Score -4484878 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4485338.500000 Penalty: 5005.651855
	Iteration 5Q: 3 clusters Score -4485338 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4485829.500000 Penalty: 5005.651855
	Iteration 6Q: 3 clusters Score -4485830 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4486351.500000 Penalty: 5005.651855
	Iteration 7Q: 3 clusters Score -4486352 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4486833.000000 Penalty: 5005.651855
	Iteration 8Q: 3 clusters Score -4486833 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4487357.000000 Penalty: 5005.651855
	Iteration 9Q: 3 clusters Score -4487357 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4487991.000000 Penalty: 5005.651855
	Iteration 10Q: 3 clusters Score -4487991 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -4488632.500000 Penalty: 5005.651855
	Iteration 11Q: 3 clusters Score -4488632 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4489127.000000 Penalty: 5005.651855
	Iteration 12Q: 3 clusters Score -4489127 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4489439.000000 Penalty: 5005.651855
	Iteration 13Q: 3 clusters Score -4489439 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4489624.000000 Penalty: 5005.651855
	Iteration 14Q: 3 clusters Score -4489624 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4489769.500000 Penalty: 5005.651855
	Iteration 15Q: 3 clusters Score -4489770 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4489838.500000 Penalty: 5005.651855
	Iteration 16Q: 3 clusters Score -4489838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4489884.000000 Penalty: 5005.651855
	Iteration 17Q: 3 clusters Score -4489884 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4489916.000000 Penalty: 5005.651855
	Iteration 18Q: 3 clusters Score -4489916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4489956.000000 Penalty: 5005.651855
	Iteration 19Q: 3 clusters Score -4489956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4489988.500000 Penalty: 5005.651855
	Iteration 20F: 3 clusters Score -4489988 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4490028.000000 Penalty: 5005.651855
	Iteration 21Q: 3 clusters Score -4490028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4490049.500000 Penalty: 5005.651855
	Iteration 22Q: 3 clusters Score -4490050 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4490097.500000 Penalty: 5005.651855
	Iteration 23Q: 3 clusters Score -4490098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4490109.000000 Penalty: 5005.651855
	Iteration 24Q: 3 clusters Score -4490109 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4490146.500000 Penalty: 5005.651855
	Iteration 25Q: 3 clusters Score -4490146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4490175.000000 Penalty: 5005.651855
	Iteration 26Q: 3 clusters Score -4490175 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4490202.000000 Penalty: 5005.651855
	Iteration 27Q: 3 clusters Score -4490202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4490207.500000 Penalty: 5005.651855
	Iteration 28Q: 3 clusters Score -4490208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4490219.500000 Penalty: 5005.651855
	Iteration 29Q: 3 clusters Score -4490220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4490249.500000 Penalty: 5005.651855
	Iteration 30Q: 3 clusters Score -4490250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4490259.000000 Penalty: 5005.651855
	Iteration 31Q: 3 clusters Score -4490259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4490278.500000 Penalty: 5005.651855
	Iteration 32Q: 3 clusters Score -4490278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4490296.000000 Penalty: 5005.651855
	Iteration 33Q: 3 clusters Score -4490296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4490316.000000 Penalty: 5005.651855
	Iteration 34Q: 3 clusters Score -4490316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4490327.000000 Penalty: 5005.651855
	Iteration 35Q: 3 clusters Score -4490327 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4490349.000000 Penalty: 5005.651855
	Iteration 36Q: 3 clusters Score -4490349 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4490377.000000 Penalty: 5005.651855
	Iteration 37Q: 3 clusters Score -4490377 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4490392.000000 Penalty: 5005.651855
	Iteration 38Q: 3 clusters Score -4490392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4490409.500000 Penalty: 5005.651855
	Iteration 39Q: 3 clusters Score -4490410 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4490433.000000 Penalty: 5005.651855
	Iteration 40F: 3 clusters Score -4490433 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4490454.500000 Penalty: 5005.651855
	Iteration 41Q: 3 clusters Score -4490454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4490478.500000 Penalty: 5005.651855
	Iteration 42Q: 3 clusters Score -4490478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4490516.000000 Penalty: 5005.651855
	Iteration 43Q: 3 clusters Score -4490516 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4490519.000000 Penalty: 5005.651855
	Iteration 44Q: 3 clusters Score -4490519 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4490569.500000 Penalty: 5005.651855
	Iteration 45Q: 3 clusters Score -4490570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4490587.000000 Penalty: 5005.651855
	Iteration 46Q: 3 clusters Score -4490587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4490620.500000 Penalty: 5005.651855
	Iteration 47Q: 3 clusters Score -4490620 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4490658.000000 Penalty: 5005.651855
	Iteration 48Q: 3 clusters Score -4490658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4490664.500000 Penalty: 5005.651855
	Iteration 49Q: 3 clusters Score -4490664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4490671.500000 Penalty: 5005.651855
	Iteration 50Q: 3 clusters Score -4490672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4490702.000000 Penalty: 5005.651855
	Iteration 51Q: 3 clusters Score -4490702 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4490726.500000 Penalty: 5005.651855
	Iteration 52Q: 3 clusters Score -4490726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4490714.000000 Penalty: 5005.651855
	Iteration 53Q: 3 clusters Score -4490714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4490734.500000 Penalty: 5005.651855
	Iteration 54Q: 3 clusters Score -4490734 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4490746.000000 Penalty: 5005.651855
	Iteration 55Q: 3 clusters Score -4490746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4490790.000000 Penalty: 5005.651855
	Iteration 56Q: 3 clusters Score -4490790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4490815.000000 Penalty: 5005.651855
	Iteration 57Q: 3 clusters Score -4490815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4490823.500000 Penalty: 5005.651855
	Iteration 58Q: 3 clusters Score -4490824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4490845.500000 Penalty: 5005.651855
	Iteration 59Q: 3 clusters Score -4490846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4490853.000000 Penalty: 5005.651855
	Iteration 60F: 3 clusters Score -4490853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4490862.000000 Penalty: 5005.651855
	Iteration 61Q: 3 clusters Score -4490862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4490870.500000 Penalty: 5005.651855
	Iteration 62Q: 3 clusters Score -4490870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4490894.000000 Penalty: 5005.651855
	Iteration 63Q: 3 clusters Score -4490894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4490901.000000 Penalty: 5005.651855
	Iteration 64Q: 3 clusters Score -4490901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4490905.500000 Penalty: 5005.651855
	Iteration 65Q: 3 clusters Score -4490906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4490930.000000 Penalty: 5005.651855
	Iteration 66Q: 3 clusters Score -4490930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4490926.000000 Penalty: 5005.651855
	Iteration 67Q: 3 clusters Score -4490926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4490932.500000 Penalty: 5005.651855
	Iteration 68Q: 3 clusters Score -4490932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4490943.000000 Penalty: 5005.651855
	Iteration 69Q: 3 clusters Score -4490943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4490955.500000 Penalty: 5005.651855
	Iteration 70Q: 3 clusters Score -4490956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4490960.000000 Penalty: 5005.651855
	Iteration 71Q: 3 clusters Score -4490960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4490965.000000 Penalty: 5005.651855
	Iteration 72Q: 3 clusters Score -4490965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4490976.000000 Penalty: 5005.651855
	Iteration 73Q: 3 clusters Score -4490976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4490973.000000 Penalty: 5005.651855
	Iteration 74Q: 3 clusters Score -4490973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4490978.000000 Penalty: 5005.651855
	Iteration 75Q: 3 clusters Score -4490978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4490986.500000 Penalty: 5005.651855
	Iteration 76Q: 3 clusters Score -4490986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4490995.000000 Penalty: 5005.651855
	Iteration 77Q: 3 clusters Score -4490995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4490998.500000 Penalty: 5005.651855
	Iteration 78Q: 3 clusters Score -4490998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4490995.000000 Penalty: 5005.651855
	Iteration 79Q: 3 clusters Score -4490995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4491002.000000 Penalty: 5005.651855
	Iteration 80F: 3 clusters Score -4491002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4491007.500000 Penalty: 5005.651855
	Iteration 81Q: 3 clusters Score -4491008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4491010.000000 Penalty: 5005.651855
	Iteration 82Q: 3 clusters Score -4491010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4491016.500000 Penalty: 5005.651855
	Iteration 83Q: 3 clusters Score -4491016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4491017.000000 Penalty: 5005.651855
	Iteration 84Q: 3 clusters Score -4491017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4491020.000000 Penalty: 5005.651855
	Iteration 85Q: 3 clusters Score -4491020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4491020.000000 Penalty: 5005.651855
	Iteration 86Q: 3 clusters Score -4491020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4491027.500000 Penalty: 5005.651855
	Iteration 87Q: 3 clusters Score -4491028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4491030.000000 Penalty: 5005.651855
	Iteration 88Q: 3 clusters Score -4491030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4491027.000000 Penalty: 5005.651855
	Iteration 89Q: 3 clusters Score -4491027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4491028.000000 Penalty: 5005.651855
	Iteration 90Q: 3 clusters Score -4491028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4491037.000000 Penalty: 5005.651855
	Iteration 91Q: 3 clusters Score -4491037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4491041.000000 Penalty: 5005.651855
	Iteration 92Q: 3 clusters Score -4491041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4491041.000000 Penalty: 5005.651855
	Iteration 93Q: 3 clusters Score -4491041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4491039.500000 Penalty: 5005.651855
	Iteration 94Q: 3 clusters Score -4491040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4491048.500000 Penalty: 5005.651855
	Iteration 95Q: 3 clusters Score -4491048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4491044.500000 Penalty: 5005.651855
	Iteration 96Q: 3 clusters Score -4491044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4491048.500000 Penalty: 5005.651855
	Iteration 97Q: 3 clusters Score -4491048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4491044.000000 Penalty: 5005.651855
	Iteration 98Q: 3 clusters Score -4491044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4491043.000000 Penalty: 5005.651855
	Iteration 99Q: 3 clusters Score -4491043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4491048.500000 Penalty: 5005.651855
	Iteration 100F: 3 clusters Score -4491048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4491048.000000 Penalty: 5005.651855
	Iteration 101Q: 3 clusters Score -4491048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4491048.000000 Penalty: 5005.651855
	Iteration 102Q: 3 clusters Score -4491048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4491054.500000 Penalty: 5005.651855
	Iteration 103Q: 3 clusters Score -4491054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4491049.500000 Penalty: 5005.651855
	Iteration 104Q: 3 clusters Score -4491050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4491049.500000 Penalty: 5005.651855
	Iteration 105F: 3 clusters Score -4491050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -899058.812500 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -899058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -894444.562500 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -894444.6 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -895579.812500 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -895579.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -895806.625000 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -895806.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -895950.437500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -895950.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -896060.437500 Penalty: 4241.399414
	Iteration 4Q: 3 clusters Score -896060.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -896149.062500 Penalty: 4241.399414
	Iteration 5Q: 3 clusters Score -896149.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -896243.875000 Penalty: 4241.399414
	Iteration 6Q: 3 clusters Score -896243.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -896352.250000 Penalty: 4241.399414
	Iteration 7Q: 3 clusters Score -896352.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -896449.875000 Penalty: 4241.399414
	Iteration 8Q: 3 clusters Score -896449.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -896558.125000 Penalty: 4241.399414
	Iteration 9Q: 3 clusters Score -896558.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -896664.750000 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -896664.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -896775.500000 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -896775.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -896884.312500 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -896884.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -896987.562500 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -896987.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -897090.625000 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -897090.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -897172.250000 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -897172.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -897259.937500 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -897259.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -897352.062500 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -897352.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -897457.375000 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -897457.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -897573.687500 Penalty: 4241.399414
	Iteration 19Q: 3 clusters Score -897573.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -897674.437500 Penalty: 4241.399414
	Iteration 20F: 3 clusters Score -897674.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -897810.562500 Penalty: 4241.399414
	Iteration 21Q: 3 clusters Score -897810.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -897963.437500 Penalty: 4241.399414
	Iteration 22Q: 3 clusters Score -897963.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -898103.875000 Penalty: 4241.399414
	Iteration 23Q: 3 clusters Score -898103.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -898224.250000 Penalty: 4241.399414
	Iteration 24Q: 3 clusters Score -898224.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -898316.312500 Penalty: 4241.399414
	Iteration 25Q: 3 clusters Score -898316.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -898404.062500 Penalty: 4241.399414
	Iteration 26Q: 3 clusters Score -898404.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -898491.687500 Penalty: 4241.399414
	Iteration 27Q: 3 clusters Score -898491.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -898578.750000 Penalty: 4241.399414
	Iteration 28Q: 3 clusters Score -898578.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -898641.000000 Penalty: 4241.399414
	Iteration 29Q: 3 clusters Score -898641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -898678.187500 Penalty: 4241.399414
	Iteration 30Q: 3 clusters Score -898678.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -898703.187500 Penalty: 4241.399414
	Iteration 31Q: 3 clusters Score -898703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -898726.375000 Penalty: 4241.399414
	Iteration 32Q: 3 clusters Score -898726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -898744.687500 Penalty: 4241.399414
	Iteration 33Q: 3 clusters Score -898744.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -898763.250000 Penalty: 4241.399414
	Iteration 34Q: 3 clusters Score -898763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -898770.375000 Penalty: 4241.399414
	Iteration 35Q: 3 clusters Score -898770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -898782.812500 Penalty: 4241.399414
	Iteration 36Q: 3 clusters Score -898782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -898795.062500 Penalty: 4241.399414
	Iteration 37Q: 3 clusters Score -898795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -898802.937500 Penalty: 4241.399414
	Iteration 38Q: 3 clusters Score -898802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -898807.562500 Penalty: 4241.399414
	Iteration 39Q: 3 clusters Score -898807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -898815.750000 Penalty: 4241.399414
	Iteration 40F: 3 clusters Score -898815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -898819.375000 Penalty: 4241.399414
	Iteration 41Q: 3 clusters Score -898819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -898819.937500 Penalty: 4241.399414
	Iteration 42Q: 3 clusters Score -898819.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -898819.937500 Penalty: 4241.399414
	Iteration 43F: 3 clusters Score -898819.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Entering Unmasked Estep 
Score: -5988111.000000 Penalty: 2584.083008
	Iteration 0F: 2 clusters Score -5988111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5965636.000000 Penalty: 5168.166016
	Iteration 0F: 3 clusters Score -5965636 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5974042.000000 Penalty: 5168.166016
	Iteration 1F: 3 clusters Score -5974042 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5974645.500000 Penalty: 5168.166016
	Iteration 2Q: 3 clusters Score -5974646 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5975156.500000 Penalty: 5168.166016
	Iteration 3Q: 3 clusters Score -5975156 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5975707.000000 Penalty: 5168.166016
	Iteration 4Q: 3 clusters Score -5975707 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5976258.000000 Penalty: 5168.166016
	Iteration 5Q: 3 clusters Score -5976258 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5976978.000000 Penalty: 5168.166016
	Iteration 6Q: 3 clusters Score -5976978 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -5977990.000000 Penalty: 5168.166016
	Iteration 7F: 3 clusters Score -5977990 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5979305.500000 Penalty: 5168.166016
	Iteration 8F: 3 clusters Score -5979306 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5980879.500000 Penalty: 5168.166016
	Iteration 9F: 3 clusters Score -5980880 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5982384.500000 Penalty: 5168.166016
	Iteration 10F: 3 clusters Score -5982384 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5983581.500000 Penalty: 5168.166016
	Iteration 11Q: 3 clusters Score -5983582 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5984534.000000 Penalty: 5168.166016
	Iteration 12Q: 3 clusters Score -5984534 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5985182.500000 Penalty: 5168.166016
	Iteration 13Q: 3 clusters Score -5985182 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5985623.000000 Penalty: 5168.166016
	Iteration 14Q: 3 clusters Score -5985623 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5985909.500000 Penalty: 5168.166016
	Iteration 15Q: 3 clusters Score -5985910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5986127.500000 Penalty: 5168.166016
	Iteration 16Q: 3 clusters Score -5986128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5986267.500000 Penalty: 5168.166016
	Iteration 17Q: 3 clusters Score -5986268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5986369.500000 Penalty: 5168.166016
	Iteration 18Q: 3 clusters Score -5986370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5986449.000000 Penalty: 5168.166016
	Iteration 19Q: 3 clusters Score -5986449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5986506.000000 Penalty: 5168.166016
	Iteration 20F: 3 clusters Score -5986506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5986522.500000 Penalty: 5168.166016
	Iteration 21Q: 3 clusters Score -5986522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5986524.000000 Penalty: 5168.166016
	Iteration 22Q: 3 clusters Score -5986524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5986530.000000 Penalty: 5168.166016
	Iteration 23Q: 3 clusters Score -5986530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5986539.000000 Penalty: 5168.166016
	Iteration 24Q: 3 clusters Score -5986539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5986550.000000 Penalty: 5168.166016
	Iteration 25Q: 3 clusters Score -5986550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5986563.500000 Penalty: 5168.166016
	Iteration 26Q: 3 clusters Score -5986564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5986564.000000 Penalty: 5168.166016
	Iteration 27Q: 3 clusters Score -5986564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5986572.500000 Penalty: 5168.166016
	Iteration 28Q: 3 clusters Score -5986572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5986571.000000 Penalty: 5168.166016
	Iteration 29Q: 3 clusters Score -5986571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5986571.500000 Penalty: 5168.166016
	Iteration 30Q: 3 clusters Score -5986572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5986574.000000 Penalty: 5168.166016
	Iteration 31Q: 3 clusters Score -5986574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5986576.000000 Penalty: 5168.166016
	Iteration 32Q: 3 clusters Score -5986576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5986579.500000 Penalty: 5168.166016
	Iteration 33Q: 3 clusters Score -5986580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5986581.500000 Penalty: 5168.166016
	Iteration 34Q: 3 clusters Score -5986582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5986582.000000 Penalty: 5168.166016
	Iteration 35Q: 3 clusters Score -5986582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5986585.000000 Penalty: 5168.166016
	Iteration 36Q: 3 clusters Score -5986585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5986585.500000 Penalty: 5168.166016
	Iteration 37Q: 3 clusters Score -5986586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5986582.500000 Penalty: 5168.166016
	Iteration 38Q: 3 clusters Score -5986582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5986582.500000 Penalty: 5168.166016
	Iteration 39F: 3 clusters Score -5986582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25666.400391 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25666.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26075.326172 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26075.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26177.667969 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26177.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26228.320312 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26228.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26267.386719 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26267.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26278.261719 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26278.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26280.490234 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26280.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26281.722656 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26281.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26281.722656 Penalty: 2730.644531
	Iteration 8F: 3 clusters Score -26281.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Entering Unmasked Estep 
Score: -4114945.000000 Penalty: 2481.331055
	Iteration 0F: 2 clusters Score -4114945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4100961.500000 Penalty: 4962.662109
	Iteration 0F: 3 clusters Score -4100962 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4106148.750000 Penalty: 4962.662109
	Iteration 1F: 3 clusters Score -4106149 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4106538.000000 Penalty: 4962.662109
	Iteration 2F: 3 clusters Score -4106538 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4106870.000000 Penalty: 4962.662109
	Iteration 3Q: 3 clusters Score -4106870 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4107211.000000 Penalty: 4962.662109
	Iteration 4Q: 3 clusters Score -4107211 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4107541.250000 Penalty: 4962.662109
	Iteration 5Q: 3 clusters Score -4107541 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4107879.750000 Penalty: 4962.662109
	Iteration 6Q: 3 clusters Score -4107880 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4108277.250000 Penalty: 4962.662109
	Iteration 7Q: 3 clusters Score -4108277 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4108782.000000 Penalty: 4962.662109
	Iteration 8Q: 3 clusters Score -4108782 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4109419.500000 Penalty: 4962.662109
	Iteration 9Q: 3 clusters Score -4109420 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4110118.250000 Penalty: 4962.662109
	Iteration 10Q: 3 clusters Score -4110118 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4110802.000000 Penalty: 4962.662109
	Iteration 11Q: 3 clusters Score -4110802 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4111390.750000 Penalty: 4962.662109
	Iteration 12Q: 3 clusters Score -4111391 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -4111801.750000 Penalty: 4962.662109
	Iteration 13Q: 3 clusters Score -4111802 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4112159.750000 Penalty: 4962.662109
	Iteration 14Q: 3 clusters Score -4112160 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4112395.500000 Penalty: 4962.662109
	Iteration 15Q: 3 clusters Score -4112396 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4112502.500000 Penalty: 4962.662109
	Iteration 16Q: 3 clusters Score -4112502 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4112629.000000 Penalty: 4962.662109
	Iteration 17Q: 3 clusters Score -4112629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4112688.750000 Penalty: 4962.662109
	Iteration 18Q: 3 clusters Score -4112689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4112731.000000 Penalty: 4962.662109
	Iteration 19Q: 3 clusters Score -4112731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4112775.000000 Penalty: 4962.662109
	Iteration 20F: 3 clusters Score -4112775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4112829.250000 Penalty: 4962.662109
	Iteration 21Q: 3 clusters Score -4112829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4112861.750000 Penalty: 4962.662109
	Iteration 22Q: 3 clusters Score -4112862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4112877.750000 Penalty: 4962.662109
	Iteration 23Q: 3 clusters Score -4112878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4112889.500000 Penalty: 4962.662109
	Iteration 24Q: 3 clusters Score -4112890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4112903.750000 Penalty: 4962.662109
	Iteration 25Q: 3 clusters Score -4112904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4112906.500000 Penalty: 4962.662109
	Iteration 26Q: 3 clusters Score -4112906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4112917.250000 Penalty: 4962.662109
	Iteration 27Q: 3 clusters Score -4112917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4112930.000000 Penalty: 4962.662109
	Iteration 28Q: 3 clusters Score -4112930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4112926.250000 Penalty: 4962.662109
	Iteration 29Q: 3 clusters Score -4112926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4112937.250000 Penalty: 4962.662109
	Iteration 30Q: 3 clusters Score -4112937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4112938.750000 Penalty: 4962.662109
	Iteration 31Q: 3 clusters Score -4112939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4112939.750000 Penalty: 4962.662109
	Iteration 32Q: 3 clusters Score -4112940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4112945.750000 Penalty: 4962.662109
	Iteration 33Q: 3 clusters Score -4112946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4112944.500000 Penalty: 4962.662109
	Iteration 34Q: 3 clusters Score -4112944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -4112950.250000 Penalty: 4962.662109
	Iteration 35Q: 3 clusters Score -4112950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4112948.500000 Penalty: 4962.662109
	Iteration 36Q: 3 clusters Score -4112948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4112950.000000 Penalty: 4962.662109
	Iteration 37Q: 3 clusters Score -4112950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4112950.000000 Penalty: 4962.662109
	Iteration 38F: 3 clusters Score -4112950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 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 648 members 
Entering Unmasked Estep 
Score: -220917.640625 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220917.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -221313.375000 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221313.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221482.703125 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -221482.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -221570.187500 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -221570.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -221682.984375 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -221683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221787.203125 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -221787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221871.468750 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -221871.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -221984.703125 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -221984.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -222144.171875 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222144.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222379.265625 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222379.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -222688.187500 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222688.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222881.765625 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222881.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222970.375000 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222970.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -222998.375000 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222998.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223015.937500 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -223015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223024.203125 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -223024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223029.375000 Penalty: 3556.379395
	Iteration 16Q: 3 clusters Score -223029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223040.968750 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -223041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223051.625000 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -223051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -223062.062500 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -223062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -223083.203125 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -223083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223111.593750 Penalty: 3556.379395
	Iteration 21Q: 3 clusters Score -223111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -223112.468750 Penalty: 3556.379395
	Iteration 22Q: 3 clusters Score -223112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -223112.671875 Penalty: 3556.379395
	Iteration 23Q: 3 clusters Score -223112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -223114.218750 Penalty: 3556.379395
	Iteration 24Q: 3 clusters Score -223114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223115.828125 Penalty: 3556.379395
	Iteration 25Q: 3 clusters Score -223115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223115.828125 Penalty: 3556.379395
	Iteration 26F: 3 clusters Score -223115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22145 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29504 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 35851 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19548 members 
Mstep: Class 30 contains 20394 members 
Mstep: Class 31 contains 23786 members 
Mstep: Class 32 contains 18153 members 
Mstep: Class 33 contains 21387 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
Score: -87208008.000000 Penalty: 110135.960938
Splitting cluster 10 changes total score from -87210392.000000 to -87208008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -83266.375000 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -83266.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81797.148438 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -81797.15 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82133.109375 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -82133.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82367.367188 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -82367.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82556.859375 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -82556.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82688.078125 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -82688.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82770.812500 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -82770.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82819.640625 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -82819.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -82839.789062 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -82839.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82855.257812 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -82855.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82862.984375 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -82862.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82870.828125 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -82870.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82880.265625 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -82880.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82882.468750 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -82882.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82882.468750 Penalty: 3109.471680
	Iteration 13F: 3 clusters Score -82882.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Entering Unmasked Estep 
Score: -3259388.750000 Penalty: 2434.183838
	Iteration 0F: 2 clusters Score -3259389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3246396.250000 Penalty: 4868.367676
	Iteration 0F: 3 clusters Score -3246396 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3250800.000000 Penalty: 4868.367676
	Iteration 1F: 3 clusters Score -3250800 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3251293.500000 Penalty: 4868.367676
	Iteration 2F: 3 clusters Score -3251294 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3251649.500000 Penalty: 4868.367676
	Iteration 3F: 3 clusters Score -3251650 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3251937.500000 Penalty: 4868.367676
	Iteration 4Q: 3 clusters Score -3251938 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3252207.250000 Penalty: 4868.367676
	Iteration 5Q: 3 clusters Score -3252207 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3252445.500000 Penalty: 4868.367676
	Iteration 6Q: 3 clusters Score -3252446 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3252665.750000 Penalty: 4868.367676
	Iteration 7Q: 3 clusters Score -3252666 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3252848.000000 Penalty: 4868.367676
	Iteration 8Q: 3 clusters Score -3252848 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3253082.750000 Penalty: 4868.367676
	Iteration 9Q: 3 clusters Score -3253083 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3253343.500000 Penalty: 4868.367676
	Iteration 10Q: 3 clusters Score -3253344 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3253630.500000 Penalty: 4868.367676
	Iteration 11Q: 3 clusters Score -3253630 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3253946.000000 Penalty: 4868.367676
	Iteration 12Q: 3 clusters Score -3253946 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3254248.500000 Penalty: 4868.367676
	Iteration 13Q: 3 clusters Score -3254248 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3254497.500000 Penalty: 4868.367676
	Iteration 14Q: 3 clusters Score -3254498 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -3254688.750000 Penalty: 4868.367676
	Iteration 15Q: 3 clusters Score -3254689 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3254825.250000 Penalty: 4868.367676
	Iteration 16Q: 3 clusters Score -3254825 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3254891.500000 Penalty: 4868.367676
	Iteration 17Q: 3 clusters Score -3254892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3254938.750000 Penalty: 4868.367676
	Iteration 18Q: 3 clusters Score -3254939 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3254967.500000 Penalty: 4868.367676
	Iteration 19Q: 3 clusters Score -3254968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3254997.250000 Penalty: 4868.367676
	Iteration 20F: 3 clusters Score -3254997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3255013.000000 Penalty: 4868.367676
	Iteration 21Q: 3 clusters Score -3255013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3255027.750000 Penalty: 4868.367676
	Iteration 22Q: 3 clusters Score -3255028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3255044.750000 Penalty: 4868.367676
	Iteration 23Q: 3 clusters Score -3255045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3255056.500000 Penalty: 4868.367676
	Iteration 24Q: 3 clusters Score -3255056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3255070.000000 Penalty: 4868.367676
	Iteration 25Q: 3 clusters Score -3255070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3255083.500000 Penalty: 4868.367676
	Iteration 26Q: 3 clusters Score -3255084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3255091.750000 Penalty: 4868.367676
	Iteration 27Q: 3 clusters Score -3255092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3255117.250000 Penalty: 4868.367676
	Iteration 28Q: 3 clusters Score -3255117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3255135.500000 Penalty: 4868.367676
	Iteration 29Q: 3 clusters Score -3255136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3255141.500000 Penalty: 4868.367676
	Iteration 30Q: 3 clusters Score -3255142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3255169.750000 Penalty: 4868.367676
	Iteration 31Q: 3 clusters Score -3255170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3255187.250000 Penalty: 4868.367676
	Iteration 32Q: 3 clusters Score -3255187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3255198.750000 Penalty: 4868.367676
	Iteration 33Q: 3 clusters Score -3255199 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3255229.000000 Penalty: 4868.367676
	Iteration 34Q: 3 clusters Score -3255229 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3255250.500000 Penalty: 4868.367676
	Iteration 35Q: 3 clusters Score -3255250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3255285.750000 Penalty: 4868.367676
	Iteration 36Q: 3 clusters Score -3255286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3255301.750000 Penalty: 4868.367676
	Iteration 37Q: 3 clusters Score -3255302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3255318.500000 Penalty: 4868.367676
	Iteration 38Q: 3 clusters Score -3255318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3255348.000000 Penalty: 4868.367676
	Iteration 39Q: 3 clusters Score -3255348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3255356.500000 Penalty: 4868.367676
	Iteration 40F: 3 clusters Score -3255356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3255373.500000 Penalty: 4868.367676
	Iteration 41Q: 3 clusters Score -3255374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3255379.500000 Penalty: 4868.367676
	Iteration 42Q: 3 clusters Score -3255380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3255399.750000 Penalty: 4868.367676
	Iteration 43Q: 3 clusters Score -3255400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3255420.750000 Penalty: 4868.367676
	Iteration 44Q: 3 clusters Score -3255421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3255432.750000 Penalty: 4868.367676
	Iteration 45Q: 3 clusters Score -3255433 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3255446.750000 Penalty: 4868.367676
	Iteration 46Q: 3 clusters Score -3255447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3255467.000000 Penalty: 4868.367676
	Iteration 47Q: 3 clusters Score -3255467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3255484.250000 Penalty: 4868.367676
	Iteration 48Q: 3 clusters Score -3255484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3255491.750000 Penalty: 4868.367676
	Iteration 49Q: 3 clusters Score -3255492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3255510.750000 Penalty: 4868.367676
	Iteration 50Q: 3 clusters Score -3255511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3255521.750000 Penalty: 4868.367676
	Iteration 51Q: 3 clusters Score -3255522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3255533.250000 Penalty: 4868.367676
	Iteration 52Q: 3 clusters Score -3255533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3255545.000000 Penalty: 4868.367676
	Iteration 53Q: 3 clusters Score -3255545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3255572.000000 Penalty: 4868.367676
	Iteration 54Q: 3 clusters Score -3255572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3255585.000000 Penalty: 4868.367676
	Iteration 55Q: 3 clusters Score -3255585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3255595.500000 Penalty: 4868.367676
	Iteration 56Q: 3 clusters Score -3255596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3255617.250000 Penalty: 4868.367676
	Iteration 57Q: 3 clusters Score -3255617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3255634.000000 Penalty: 4868.367676
	Iteration 58Q: 3 clusters Score -3255634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3255653.250000 Penalty: 4868.367676
	Iteration 59Q: 3 clusters Score -3255653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3255687.000000 Penalty: 4868.367676
	Iteration 60F: 3 clusters Score -3255687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3255715.000000 Penalty: 4868.367676
	Iteration 61Q: 3 clusters Score -3255715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3255741.250000 Penalty: 4868.367676
	Iteration 62Q: 3 clusters Score -3255741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3255767.500000 Penalty: 4868.367676
	Iteration 63Q: 3 clusters Score -3255768 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3255800.750000 Penalty: 4868.367676
	Iteration 64Q: 3 clusters Score -3255801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3255841.750000 Penalty: 4868.367676
	Iteration 65Q: 3 clusters Score -3255842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3255880.000000 Penalty: 4868.367676
	Iteration 66Q: 3 clusters Score -3255880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3255921.750000 Penalty: 4868.367676
	Iteration 67Q: 3 clusters Score -3255922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3255951.500000 Penalty: 4868.367676
	Iteration 68Q: 3 clusters Score -3255952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3255971.250000 Penalty: 4868.367676
	Iteration 69Q: 3 clusters Score -3255971 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3255998.250000 Penalty: 4868.367676
	Iteration 70Q: 3 clusters Score -3255998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3256019.750000 Penalty: 4868.367676
	Iteration 71Q: 3 clusters Score -3256020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3256043.250000 Penalty: 4868.367676
	Iteration 72Q: 3 clusters Score -3256043 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3256080.000000 Penalty: 4868.367676
	Iteration 73Q: 3 clusters Score -3256080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3256109.500000 Penalty: 4868.367676
	Iteration 74Q: 3 clusters Score -3256110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3256154.750000 Penalty: 4868.367676
	Iteration 75Q: 3 clusters Score -3256155 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3256187.500000 Penalty: 4868.367676
	Iteration 76Q: 3 clusters Score -3256188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3256220.750000 Penalty: 4868.367676
	Iteration 77Q: 3 clusters Score -3256221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3256254.250000 Penalty: 4868.367676
	Iteration 78Q: 3 clusters Score -3256254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3256284.750000 Penalty: 4868.367676
	Iteration 79Q: 3 clusters Score -3256285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3256327.500000 Penalty: 4868.367676
	Iteration 80F: 3 clusters Score -3256328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3256377.500000 Penalty: 4868.367676
	Iteration 81Q: 3 clusters Score -3256378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3256417.250000 Penalty: 4868.367676
	Iteration 82Q: 3 clusters Score -3256417 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3256454.250000 Penalty: 4868.367676
	Iteration 83Q: 3 clusters Score -3256454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3256482.500000 Penalty: 4868.367676
	Iteration 84Q: 3 clusters Score -3256482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3256534.500000 Penalty: 4868.367676
	Iteration 85Q: 3 clusters Score -3256534 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3256562.250000 Penalty: 4868.367676
	Iteration 86Q: 3 clusters Score -3256562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3256582.750000 Penalty: 4868.367676
	Iteration 87Q: 3 clusters Score -3256583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3256615.500000 Penalty: 4868.367676
	Iteration 88Q: 3 clusters Score -3256616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3256659.000000 Penalty: 4868.367676
	Iteration 89Q: 3 clusters Score -3256659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3256704.250000 Penalty: 4868.367676
	Iteration 90Q: 3 clusters Score -3256704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3256741.250000 Penalty: 4868.367676
	Iteration 91Q: 3 clusters Score -3256741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3256786.500000 Penalty: 4868.367676
	Iteration 92Q: 3 clusters Score -3256786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3256833.250000 Penalty: 4868.367676
	Iteration 93Q: 3 clusters Score -3256833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3256871.000000 Penalty: 4868.367676
	Iteration 94Q: 3 clusters Score -3256871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3256908.250000 Penalty: 4868.367676
	Iteration 95Q: 3 clusters Score -3256908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3256951.250000 Penalty: 4868.367676
	Iteration 96Q: 3 clusters Score -3256951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3256984.000000 Penalty: 4868.367676
	Iteration 97Q: 3 clusters Score -3256984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3257019.750000 Penalty: 4868.367676
	Iteration 98Q: 3 clusters Score -3257020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3257063.250000 Penalty: 4868.367676
	Iteration 99Q: 3 clusters Score -3257063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3257090.500000 Penalty: 4868.367676
	Iteration 100F: 3 clusters Score -3257090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3257117.000000 Penalty: 4868.367676
	Iteration 101Q: 3 clusters Score -3257117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3257138.500000 Penalty: 4868.367676
	Iteration 102Q: 3 clusters Score -3257138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3257157.750000 Penalty: 4868.367676
	Iteration 103Q: 3 clusters Score -3257158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3257170.750000 Penalty: 4868.367676
	Iteration 104Q: 3 clusters Score -3257171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3257180.500000 Penalty: 4868.367676
	Iteration 105Q: 3 clusters Score -3257180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3257192.250000 Penalty: 4868.367676
	Iteration 106Q: 3 clusters Score -3257192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3257203.750000 Penalty: 4868.367676
	Iteration 107Q: 3 clusters Score -3257204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3257223.500000 Penalty: 4868.367676
	Iteration 108Q: 3 clusters Score -3257224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3257238.250000 Penalty: 4868.367676
	Iteration 109Q: 3 clusters Score -3257238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3257242.750000 Penalty: 4868.367676
	Iteration 110Q: 3 clusters Score -3257243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3257251.750000 Penalty: 4868.367676
	Iteration 111Q: 3 clusters Score -3257252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3257255.500000 Penalty: 4868.367676
	Iteration 112Q: 3 clusters Score -3257256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3257268.250000 Penalty: 4868.367676
	Iteration 113Q: 3 clusters Score -3257268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3257266.500000 Penalty: 4868.367676
	Iteration 114Q: 3 clusters Score -3257266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3257270.500000 Penalty: 4868.367676
	Iteration 115Q: 3 clusters Score -3257270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3257271.000000 Penalty: 4868.367676
	Iteration 116Q: 3 clusters Score -3257271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3257271.000000 Penalty: 4868.367676
	Iteration 117F: 3 clusters Score -3257271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Entering Unmasked Estep 
Score: -4210402.500000 Penalty: 2483.294189
	Iteration 0F: 2 clusters Score -4210402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4196177.500000 Penalty: 4966.588379
	Iteration 0F: 3 clusters Score -4196178 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4201550.000000 Penalty: 4966.588379
	Iteration 1F: 3 clusters Score -4201550 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4201917.000000 Penalty: 4966.588379
	Iteration 2F: 3 clusters Score -4201917 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4202190.500000 Penalty: 4966.588379
	Iteration 3Q: 3 clusters Score -4202190 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4202407.000000 Penalty: 4966.588379
	Iteration 4Q: 3 clusters Score -4202407 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4202608.000000 Penalty: 4966.588379
	Iteration 5Q: 3 clusters Score -4202608 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4202775.000000 Penalty: 4966.588379
	Iteration 6Q: 3 clusters Score -4202775 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4203000.500000 Penalty: 4966.588379
	Iteration 7Q: 3 clusters Score -4203000 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4203257.000000 Penalty: 4966.588379
	Iteration 8Q: 3 clusters Score -4203257 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4203599.500000 Penalty: 4966.588379
	Iteration 9Q: 3 clusters Score -4203600 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4203971.000000 Penalty: 4966.588379
	Iteration 10Q: 3 clusters Score -4203971 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4204425.000000 Penalty: 4966.588379
	Iteration 11Q: 3 clusters Score -4204425 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4204947.500000 Penalty: 4966.588379
	Iteration 12Q: 3 clusters Score -4204948 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4205599.500000 Penalty: 4966.588379
	Iteration 13Q: 3 clusters Score -4205600 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4206201.500000 Penalty: 4966.588379
	Iteration 14Q: 3 clusters Score -4206202 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4206766.000000 Penalty: 4966.588379
	Iteration 15Q: 3 clusters Score -4206766 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4207200.500000 Penalty: 4966.588379
	Iteration 16Q: 3 clusters Score -4207200 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4207510.000000 Penalty: 4966.588379
	Iteration 17Q: 3 clusters Score -4207510 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4207738.500000 Penalty: 4966.588379
	Iteration 18Q: 3 clusters Score -4207738 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4207883.500000 Penalty: 4966.588379
	Iteration 19Q: 3 clusters Score -4207884 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4207980.000000 Penalty: 4966.588379
	Iteration 20F: 3 clusters Score -4207980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4208045.500000 Penalty: 4966.588379
	Iteration 21Q: 3 clusters Score -4208046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4208108.500000 Penalty: 4966.588379
	Iteration 22Q: 3 clusters Score -4208108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4208166.500000 Penalty: 4966.588379
	Iteration 23Q: 3 clusters Score -4208166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4208212.000000 Penalty: 4966.588379
	Iteration 24Q: 3 clusters Score -4208212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4208257.000000 Penalty: 4966.588379
	Iteration 25Q: 3 clusters Score -4208257 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4208304.500000 Penalty: 4966.588379
	Iteration 26Q: 3 clusters Score -4208304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4208334.000000 Penalty: 4966.588379
	Iteration 27Q: 3 clusters Score -4208334 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4208361.000000 Penalty: 4966.588379
	Iteration 28Q: 3 clusters Score -4208361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4208376.000000 Penalty: 4966.588379
	Iteration 29Q: 3 clusters Score -4208376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4208391.500000 Penalty: 4966.588379
	Iteration 30Q: 3 clusters Score -4208392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4208404.000000 Penalty: 4966.588379
	Iteration 31Q: 3 clusters Score -4208404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4208422.000000 Penalty: 4966.588379
	Iteration 32Q: 3 clusters Score -4208422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4208446.500000 Penalty: 4966.588379
	Iteration 33Q: 3 clusters Score -4208446 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4208456.500000 Penalty: 4966.588379
	Iteration 34Q: 3 clusters Score -4208456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4208458.000000 Penalty: 4966.588379
	Iteration 35Q: 3 clusters Score -4208458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4208465.500000 Penalty: 4966.588379
	Iteration 36Q: 3 clusters Score -4208466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4208469.000000 Penalty: 4966.588379
	Iteration 37Q: 3 clusters Score -4208469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4208475.000000 Penalty: 4966.588379
	Iteration 38Q: 3 clusters Score -4208475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4208479.000000 Penalty: 4966.588379
	Iteration 39Q: 3 clusters Score -4208479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4208477.500000 Penalty: 4966.588379
	Iteration 40F: 3 clusters Score -4208478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4208480.000000 Penalty: 4966.588379
	Iteration 41Q: 3 clusters Score -4208480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4208486.500000 Penalty: 4966.588379
	Iteration 42Q: 3 clusters Score -4208486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4208489.500000 Penalty: 4966.588379
	Iteration 43Q: 3 clusters Score -4208490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4208494.000000 Penalty: 4966.588379
	Iteration 44Q: 3 clusters Score -4208494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4208498.500000 Penalty: 4966.588379
	Iteration 45Q: 3 clusters Score -4208498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4208487.500000 Penalty: 4966.588379
	Iteration 46Q: 3 clusters Score -4208488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4208507.500000 Penalty: 4966.588379
	Iteration 47Q: 3 clusters Score -4208508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4208509.000000 Penalty: 4966.588379
	Iteration 48Q: 3 clusters Score -4208509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4208509.000000 Penalty: 4966.588379
	Iteration 49Q: 3 clusters Score -4208509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4208516.000000 Penalty: 4966.588379
	Iteration 50Q: 3 clusters Score -4208516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4208507.000000 Penalty: 4966.588379
	Iteration 51Q: 3 clusters Score -4208507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4208514.000000 Penalty: 4966.588379
	Iteration 52Q: 3 clusters Score -4208514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4208519.500000 Penalty: 4966.588379
	Iteration 53Q: 3 clusters Score -4208520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4208517.000000 Penalty: 4966.588379
	Iteration 54Q: 3 clusters Score -4208517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4208516.500000 Penalty: 4966.588379
	Iteration 55Q: 3 clusters Score -4208516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4208521.500000 Penalty: 4966.588379
	Iteration 56Q: 3 clusters Score -4208522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4208522.000000 Penalty: 4966.588379
	Iteration 57Q: 3 clusters Score -4208522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4208526.500000 Penalty: 4966.588379
	Iteration 58Q: 3 clusters Score -4208526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4208520.500000 Penalty: 4966.588379
	Iteration 59Q: 3 clusters Score -4208520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4208512.000000 Penalty: 4966.588379
	Iteration 60F: 3 clusters Score -4208512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4208516.500000 Penalty: 4966.588379
	Iteration 61Q: 3 clusters Score -4208516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4208515.000000 Penalty: 4966.588379
	Iteration 62Q: 3 clusters Score -4208515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4208508.500000 Penalty: 4966.588379
	Iteration 63Q: 3 clusters Score -4208508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4208508.000000 Penalty: 4966.588379
	Iteration 64Q: 3 clusters Score -4208508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4208514.000000 Penalty: 4966.588379
	Iteration 65Q: 3 clusters Score -4208514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4208517.000000 Penalty: 4966.588379
	Iteration 66Q: 3 clusters Score -4208517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4208522.500000 Penalty: 4966.588379
	Iteration 67Q: 3 clusters Score -4208522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4208524.000000 Penalty: 4966.588379
	Iteration 68Q: 3 clusters Score -4208524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4208516.500000 Penalty: 4966.588379
	Iteration 69Q: 3 clusters Score -4208516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4208517.500000 Penalty: 4966.588379
	Iteration 70Q: 3 clusters Score -4208518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4208521.500000 Penalty: 4966.588379
	Iteration 71Q: 3 clusters Score -4208522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -4208518.000000 Penalty: 4966.588379
	Iteration 72Q: 3 clusters Score -4208518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4208524.000000 Penalty: 4966.588379
	Iteration 73Q: 3 clusters Score -4208524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4208523.000000 Penalty: 4966.588379
	Iteration 74Q: 3 clusters Score -4208523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4208521.000000 Penalty: 4966.588379
	Iteration 75Q: 3 clusters Score -4208521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4208527.500000 Penalty: 4966.588379
	Iteration 76Q: 3 clusters Score -4208528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4208531.000000 Penalty: 4966.588379
	Iteration 77Q: 3 clusters Score -4208531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4208524.500000 Penalty: 4966.588379
	Iteration 78Q: 3 clusters Score -4208524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4208528.000000 Penalty: 4966.588379
	Iteration 79Q: 3 clusters Score -4208528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4208528.500000 Penalty: 4966.588379
	Iteration 80F: 3 clusters Score -4208528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4208533.500000 Penalty: 4966.588379
	Iteration 81Q: 3 clusters Score -4208534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4208528.000000 Penalty: 4966.588379
	Iteration 82Q: 3 clusters Score -4208528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4208524.000000 Penalty: 4966.588379
	Iteration 83Q: 3 clusters Score -4208524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4208523.500000 Penalty: 4966.588379
	Iteration 84Q: 3 clusters Score -4208524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4208525.500000 Penalty: 4966.588379
	Iteration 85Q: 3 clusters Score -4208526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4208525.500000 Penalty: 4966.588379
	Iteration 86Q: 3 clusters Score -4208526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4208526.500000 Penalty: 4966.588379
	Iteration 87Q: 3 clusters Score -4208526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4208523.000000 Penalty: 4966.588379
	Iteration 88Q: 3 clusters Score -4208523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4208522.000000 Penalty: 4966.588379
	Iteration 89Q: 3 clusters Score -4208522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4208525.000000 Penalty: 4966.588379
	Iteration 90Q: 3 clusters Score -4208525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4208521.500000 Penalty: 4966.588379
	Iteration 91Q: 3 clusters Score -4208522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4208525.500000 Penalty: 4966.588379
	Iteration 92Q: 3 clusters Score -4208526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4208526.000000 Penalty: 4966.588379
	Iteration 93Q: 3 clusters Score -4208526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4208527.000000 Penalty: 4966.588379
	Iteration 94Q: 3 clusters Score -4208527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4208527.000000 Penalty: 4966.588379
	Iteration 95F: 3 clusters Score -4208527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Entering Unmasked Estep 
Score: -1982892.125000 Penalty: 2286.558350
	Iteration 0F: 2 clusters Score -1982892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1975200.250000 Penalty: 4573.116699
	Iteration 0F: 3 clusters Score -1975200 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1977399.625000 Penalty: 4573.116699
	Iteration 1F: 3 clusters Score -1977400 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1977688.250000 Penalty: 4573.116699
	Iteration 2F: 3 clusters Score -1977688 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1977866.750000 Penalty: 4573.116699
	Iteration 3Q: 3 clusters Score -1977867 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1978007.000000 Penalty: 4573.116699
	Iteration 4Q: 3 clusters Score -1978007 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1978135.125000 Penalty: 4573.116699
	Iteration 5Q: 3 clusters Score -1978135 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1978267.625000 Penalty: 4573.116699
	Iteration 6Q: 3 clusters Score -1978268 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1978394.625000 Penalty: 4573.116699
	Iteration 7Q: 3 clusters Score -1978395 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1978515.500000 Penalty: 4573.116699
	Iteration 8Q: 3 clusters Score -1978516 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1978643.875000 Penalty: 4573.116699
	Iteration 9Q: 3 clusters Score -1978644 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1978804.000000 Penalty: 4573.116699
	Iteration 10Q: 3 clusters Score -1978804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1978949.500000 Penalty: 4573.116699
	Iteration 11Q: 3 clusters Score -1978950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1979130.375000 Penalty: 4573.116699
	Iteration 12Q: 3 clusters Score -1979130 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1979340.625000 Penalty: 4573.116699
	Iteration 13Q: 3 clusters Score -1979341 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1979535.000000 Penalty: 4573.116699
	Iteration 14Q: 3 clusters Score -1979535 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1979708.250000 Penalty: 4573.116699
	Iteration 15Q: 3 clusters Score -1979708 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1979862.500000 Penalty: 4573.116699
	Iteration 16Q: 3 clusters Score -1979862 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1979976.375000 Penalty: 4573.116699
	Iteration 17Q: 3 clusters Score -1979976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1980115.875000 Penalty: 4573.116699
	Iteration 18Q: 3 clusters Score -1980116 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1980231.000000 Penalty: 4573.116699
	Iteration 19Q: 3 clusters Score -1980231 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1980317.000000 Penalty: 4573.116699
	Iteration 20F: 3 clusters Score -1980317 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1980431.500000 Penalty: 4573.116699
	Iteration 21Q: 3 clusters Score -1980432 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1980535.625000 Penalty: 4573.116699
	Iteration 22Q: 3 clusters Score -1980536 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1980639.625000 Penalty: 4573.116699
	Iteration 23Q: 3 clusters Score -1980640 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1980742.500000 Penalty: 4573.116699
	Iteration 24Q: 3 clusters Score -1980742 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1980811.250000 Penalty: 4573.116699
	Iteration 25Q: 3 clusters Score -1980811 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1980869.000000 Penalty: 4573.116699
	Iteration 26Q: 3 clusters Score -1980869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1980890.375000 Penalty: 4573.116699
	Iteration 27Q: 3 clusters Score -1980890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1980911.375000 Penalty: 4573.116699
	Iteration 28Q: 3 clusters Score -1980911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1980918.375000 Penalty: 4573.116699
	Iteration 29Q: 3 clusters Score -1980918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1980926.500000 Penalty: 4573.116699
	Iteration 30Q: 3 clusters Score -1980926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1980929.375000 Penalty: 4573.116699
	Iteration 31Q: 3 clusters Score -1980929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1980932.000000 Penalty: 4573.116699
	Iteration 32Q: 3 clusters Score -1980932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1980937.000000 Penalty: 4573.116699
	Iteration 33Q: 3 clusters Score -1980937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1980945.625000 Penalty: 4573.116699
	Iteration 34Q: 3 clusters Score -1980946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1980949.625000 Penalty: 4573.116699
	Iteration 35Q: 3 clusters Score -1980950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1980953.750000 Penalty: 4573.116699
	Iteration 36Q: 3 clusters Score -1980954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1980957.875000 Penalty: 4573.116699
	Iteration 37Q: 3 clusters Score -1980958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1980958.750000 Penalty: 4573.116699
	Iteration 38Q: 3 clusters Score -1980959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1980961.625000 Penalty: 4573.116699
	Iteration 39Q: 3 clusters Score -1980962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1980970.875000 Penalty: 4573.116699
	Iteration 40F: 3 clusters Score -1980971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1980971.000000 Penalty: 4573.116699
	Iteration 41Q: 3 clusters Score -1980971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1980975.125000 Penalty: 4573.116699
	Iteration 42Q: 3 clusters Score -1980975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1980978.000000 Penalty: 4573.116699
	Iteration 43Q: 3 clusters Score -1980978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1980979.000000 Penalty: 4573.116699
	Iteration 44Q: 3 clusters Score -1980979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1980980.375000 Penalty: 4573.116699
	Iteration 45Q: 3 clusters Score -1980980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1980988.625000 Penalty: 4573.116699
	Iteration 46Q: 3 clusters Score -1980989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1980986.125000 Penalty: 4573.116699
	Iteration 47Q: 3 clusters Score -1980986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1980989.750000 Penalty: 4573.116699
	Iteration 48Q: 3 clusters Score -1980990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1980991.625000 Penalty: 4573.116699
	Iteration 49Q: 3 clusters Score -1980992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1980991.125000 Penalty: 4573.116699
	Iteration 50Q: 3 clusters Score -1980991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1980992.125000 Penalty: 4573.116699
	Iteration 51Q: 3 clusters Score -1980992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1980992.500000 Penalty: 4573.116699
	Iteration 52Q: 3 clusters Score -1980992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1980996.000000 Penalty: 4573.116699
	Iteration 53Q: 3 clusters Score -1980996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1980995.625000 Penalty: 4573.116699
	Iteration 54Q: 3 clusters Score -1980996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1981001.750000 Penalty: 4573.116699
	Iteration 55Q: 3 clusters Score -1981002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1980997.750000 Penalty: 4573.116699
	Iteration 56Q: 3 clusters Score -1980998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1980998.625000 Penalty: 4573.116699
	Iteration 57Q: 3 clusters Score -1980999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1981000.750000 Penalty: 4573.116699
	Iteration 58Q: 3 clusters Score -1981001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1981000.250000 Penalty: 4573.116699
	Iteration 59Q: 3 clusters Score -1981000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1981004.125000 Penalty: 4573.116699
	Iteration 60F: 3 clusters Score -1981004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1981002.500000 Penalty: 4573.116699
	Iteration 61Q: 3 clusters Score -1981002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1981000.875000 Penalty: 4573.116699
	Iteration 62Q: 3 clusters Score -1981001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1981004.125000 Penalty: 4573.116699
	Iteration 63Q: 3 clusters Score -1981004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1981003.875000 Penalty: 4573.116699
	Iteration 64Q: 3 clusters Score -1981004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1981003.875000 Penalty: 4573.116699
	Iteration 65F: 3 clusters Score -1981004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Entering Unmasked Estep 
Score: -3751298.250000 Penalty: 2446.121826
	Iteration 0F: 2 clusters Score -3751298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3738375.250000 Penalty: 4892.243652
	Iteration 0F: 3 clusters Score -3738375 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3742884.000000 Penalty: 4892.243652
	Iteration 1F: 3 clusters Score -3742884 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3743151.250000 Penalty: 4892.243652
	Iteration 2Q: 3 clusters Score -3743151 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3743356.750000 Penalty: 4892.243652
	Iteration 3Q: 3 clusters Score -3743357 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3743515.750000 Penalty: 4892.243652
	Iteration 4Q: 3 clusters Score -3743516 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3743663.250000 Penalty: 4892.243652
	Iteration 5Q: 3 clusters Score -3743663 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3743783.500000 Penalty: 4892.243652
	Iteration 6Q: 3 clusters Score -3743784 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3743925.250000 Penalty: 4892.243652
	Iteration 7Q: 3 clusters Score -3743925 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3744110.000000 Penalty: 4892.243652
	Iteration 8Q: 3 clusters Score -3744110 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3744323.750000 Penalty: 4892.243652
	Iteration 9Q: 3 clusters Score -3744324 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3744664.750000 Penalty: 4892.243652
	Iteration 10Q: 3 clusters Score -3744665 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3745059.250000 Penalty: 4892.243652
	Iteration 11Q: 3 clusters Score -3745059 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3745522.250000 Penalty: 4892.243652
	Iteration 12Q: 3 clusters Score -3745522 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3746085.000000 Penalty: 4892.243652
	Iteration 13Q: 3 clusters Score -3746085 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3746692.500000 Penalty: 4892.243652
	Iteration 14Q: 3 clusters Score -3746692 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3747273.250000 Penalty: 4892.243652
	Iteration 15Q: 3 clusters Score -3747273 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3747797.250000 Penalty: 4892.243652
	Iteration 16Q: 3 clusters Score -3747797 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3748241.000000 Penalty: 4892.243652
	Iteration 17Q: 3 clusters Score -3748241 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3748552.750000 Penalty: 4892.243652
	Iteration 18Q: 3 clusters Score -3748553 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3748770.500000 Penalty: 4892.243652
	Iteration 19Q: 3 clusters Score -3748770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3748929.250000 Penalty: 4892.243652
	Iteration 20F: 3 clusters Score -3748929 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3749073.000000 Penalty: 4892.243652
	Iteration 21Q: 3 clusters Score -3749073 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3749166.000000 Penalty: 4892.243652
	Iteration 22Q: 3 clusters Score -3749166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3749241.000000 Penalty: 4892.243652
	Iteration 23Q: 3 clusters Score -3749241 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3749316.000000 Penalty: 4892.243652
	Iteration 24Q: 3 clusters Score -3749316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3749355.250000 Penalty: 4892.243652
	Iteration 25Q: 3 clusters Score -3749355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3749394.750000 Penalty: 4892.243652
	Iteration 26Q: 3 clusters Score -3749395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3749416.250000 Penalty: 4892.243652
	Iteration 27Q: 3 clusters Score -3749416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3749449.000000 Penalty: 4892.243652
	Iteration 28Q: 3 clusters Score -3749449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3749467.750000 Penalty: 4892.243652
	Iteration 29Q: 3 clusters Score -3749468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3749483.750000 Penalty: 4892.243652
	Iteration 30Q: 3 clusters Score -3749484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3749502.750000 Penalty: 4892.243652
	Iteration 31Q: 3 clusters Score -3749503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3749523.250000 Penalty: 4892.243652
	Iteration 32Q: 3 clusters Score -3749523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3749532.750000 Penalty: 4892.243652
	Iteration 33Q: 3 clusters Score -3749533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3749538.750000 Penalty: 4892.243652
	Iteration 34Q: 3 clusters Score -3749539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3749547.000000 Penalty: 4892.243652
	Iteration 35Q: 3 clusters Score -3749547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3749562.000000 Penalty: 4892.243652
	Iteration 36Q: 3 clusters Score -3749562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3749555.000000 Penalty: 4892.243652
	Iteration 37Q: 3 clusters Score -3749555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3749564.750000 Penalty: 4892.243652
	Iteration 38Q: 3 clusters Score -3749565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3749574.500000 Penalty: 4892.243652
	Iteration 39Q: 3 clusters Score -3749574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3749571.750000 Penalty: 4892.243652
	Iteration 40F: 3 clusters Score -3749572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3749583.250000 Penalty: 4892.243652
	Iteration 41Q: 3 clusters Score -3749583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3749586.250000 Penalty: 4892.243652
	Iteration 42Q: 3 clusters Score -3749586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3749592.500000 Penalty: 4892.243652
	Iteration 43Q: 3 clusters Score -3749592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3749603.250000 Penalty: 4892.243652
	Iteration 44Q: 3 clusters Score -3749603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3749607.250000 Penalty: 4892.243652
	Iteration 45Q: 3 clusters Score -3749607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3749612.000000 Penalty: 4892.243652
	Iteration 46Q: 3 clusters Score -3749612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3749615.750000 Penalty: 4892.243652
	Iteration 47Q: 3 clusters Score -3749616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3749621.750000 Penalty: 4892.243652
	Iteration 48Q: 3 clusters Score -3749622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3749623.500000 Penalty: 4892.243652
	Iteration 49Q: 3 clusters Score -3749624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3749635.000000 Penalty: 4892.243652
	Iteration 50Q: 3 clusters Score -3749635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3749627.000000 Penalty: 4892.243652
	Iteration 51Q: 3 clusters Score -3749627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3749639.250000 Penalty: 4892.243652
	Iteration 52Q: 3 clusters Score -3749639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3749642.250000 Penalty: 4892.243652
	Iteration 53Q: 3 clusters Score -3749642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3749635.750000 Penalty: 4892.243652
	Iteration 54Q: 3 clusters Score -3749636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3749634.750000 Penalty: 4892.243652
	Iteration 55Q: 3 clusters Score -3749635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3749636.750000 Penalty: 4892.243652
	Iteration 56Q: 3 clusters Score -3749637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3749642.750000 Penalty: 4892.243652
	Iteration 57Q: 3 clusters Score -3749643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3749649.500000 Penalty: 4892.243652
	Iteration 58Q: 3 clusters Score -3749650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3749655.250000 Penalty: 4892.243652
	Iteration 59Q: 3 clusters Score -3749655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3749656.750000 Penalty: 4892.243652
	Iteration 60F: 3 clusters Score -3749657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3749665.500000 Penalty: 4892.243652
	Iteration 61Q: 3 clusters Score -3749666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3749669.750000 Penalty: 4892.243652
	Iteration 62Q: 3 clusters Score -3749670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3749679.250000 Penalty: 4892.243652
	Iteration 63Q: 3 clusters Score -3749679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3749679.750000 Penalty: 4892.243652
	Iteration 64Q: 3 clusters Score -3749680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3749684.250000 Penalty: 4892.243652
	Iteration 65Q: 3 clusters Score -3749684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3749686.750000 Penalty: 4892.243652
	Iteration 66Q: 3 clusters Score -3749687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3749687.000000 Penalty: 4892.243652
	Iteration 67Q: 3 clusters Score -3749687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3749686.250000 Penalty: 4892.243652
	Iteration 68Q: 3 clusters Score -3749686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3749687.000000 Penalty: 4892.243652
	Iteration 69Q: 3 clusters Score -3749687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3749688.250000 Penalty: 4892.243652
	Iteration 70Q: 3 clusters Score -3749688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3749687.500000 Penalty: 4892.243652
	Iteration 71Q: 3 clusters Score -3749688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3749688.750000 Penalty: 4892.243652
	Iteration 72Q: 3 clusters Score -3749689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3749686.250000 Penalty: 4892.243652
	Iteration 73Q: 3 clusters Score -3749686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3749690.250000 Penalty: 4892.243652
	Iteration 74Q: 3 clusters Score -3749690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3749689.750000 Penalty: 4892.243652
	Iteration 75Q: 3 clusters Score -3749690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3749693.250000 Penalty: 4892.243652
	Iteration 76Q: 3 clusters Score -3749693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3749692.000000 Penalty: 4892.243652
	Iteration 77Q: 3 clusters Score -3749692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3749692.000000 Penalty: 4892.243652
	Iteration 78Q: 3 clusters Score -3749692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3749693.250000 Penalty: 4892.243652
	Iteration 79Q: 3 clusters Score -3749693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3749693.250000 Penalty: 4892.243652
	Iteration 80F: 3 clusters Score -3749693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3749697.750000 Penalty: 4892.243652
	Iteration 81Q: 3 clusters Score -3749698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3749694.000000 Penalty: 4892.243652
	Iteration 82Q: 3 clusters Score -3749694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3749698.250000 Penalty: 4892.243652
	Iteration 83Q: 3 clusters Score -3749698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3749698.500000 Penalty: 4892.243652
	Iteration 84Q: 3 clusters Score -3749698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3749699.250000 Penalty: 4892.243652
	Iteration 85Q: 3 clusters Score -3749699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3749695.250000 Penalty: 4892.243652
	Iteration 86Q: 3 clusters Score -3749695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3749694.000000 Penalty: 4892.243652
	Iteration 87Q: 3 clusters Score -3749694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3749696.500000 Penalty: 4892.243652
	Iteration 88Q: 3 clusters Score -3749696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3749702.250000 Penalty: 4892.243652
	Iteration 89Q: 3 clusters Score -3749702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3749702.500000 Penalty: 4892.243652
	Iteration 90Q: 3 clusters Score -3749702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3749706.750000 Penalty: 4892.243652
	Iteration 91Q: 3 clusters Score -3749707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3749703.750000 Penalty: 4892.243652
	Iteration 92Q: 3 clusters Score -3749704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3749703.750000 Penalty: 4892.243652
	Iteration 93F: 3 clusters Score -3749704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -795705.250000 Penalty: 2075.320801
	Iteration 0F: 2 clusters Score -795705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -791585.750000 Penalty: 4150.641602
	Iteration 0F: 3 clusters Score -791585.8 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -792473.000000 Penalty: 4150.641602
	Iteration 1F: 3 clusters Score -792473 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -792698.625000 Penalty: 4150.641602
	Iteration 2F: 3 clusters Score -792698.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -792874.375000 Penalty: 4150.641602
	Iteration 3F: 3 clusters Score -792874.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -793043.875000 Penalty: 4150.641602
	Iteration 4Q: 3 clusters Score -793043.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -793213.062500 Penalty: 4150.641602
	Iteration 5Q: 3 clusters Score -793213.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -793390.062500 Penalty: 4150.641602
	Iteration 6F: 3 clusters Score -793390.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -793534.187500 Penalty: 4150.641602
	Iteration 7Q: 3 clusters Score -793534.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -793645.125000 Penalty: 4150.641602
	Iteration 8Q: 3 clusters Score -793645.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -793733.562500 Penalty: 4150.641602
	Iteration 9Q: 3 clusters Score -793733.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -793795.875000 Penalty: 4150.641602
	Iteration 10Q: 3 clusters Score -793795.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -793845.562500 Penalty: 4150.641602
	Iteration 11Q: 3 clusters Score -793845.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -793879.812500 Penalty: 4150.641602
	Iteration 12Q: 3 clusters Score -793879.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -793902.062500 Penalty: 4150.641602
	Iteration 13Q: 3 clusters Score -793902.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -793920.750000 Penalty: 4150.641602
	Iteration 14Q: 3 clusters Score -793920.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -793931.750000 Penalty: 4150.641602
	Iteration 15Q: 3 clusters Score -793931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -793939.562500 Penalty: 4150.641602
	Iteration 16Q: 3 clusters Score -793939.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -793948.187500 Penalty: 4150.641602
	Iteration 17Q: 3 clusters Score -793948.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -793958.750000 Penalty: 4150.641602
	Iteration 18Q: 3 clusters Score -793958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -793966.000000 Penalty: 4150.641602
	Iteration 19Q: 3 clusters Score -793966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -793971.625000 Penalty: 4150.641602
	Iteration 20F: 3 clusters Score -793971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -793973.625000 Penalty: 4150.641602
	Iteration 21Q: 3 clusters Score -793973.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -793980.500000 Penalty: 4150.641602
	Iteration 22Q: 3 clusters Score -793980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -793985.437500 Penalty: 4150.641602
	Iteration 23Q: 3 clusters Score -793985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -793984.500000 Penalty: 4150.641602
	Iteration 24Q: 3 clusters Score -793984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -793985.750000 Penalty: 4150.641602
	Iteration 25Q: 3 clusters Score -793985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -793985.937500 Penalty: 4150.641602
	Iteration 26Q: 3 clusters Score -793985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -793988.250000 Penalty: 4150.641602
	Iteration 27Q: 3 clusters Score -793988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -793988.750000 Penalty: 4150.641602
	Iteration 28Q: 3 clusters Score -793988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -793991.437500 Penalty: 4150.641602
	Iteration 29Q: 3 clusters Score -793991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -793992.125000 Penalty: 4150.641602
	Iteration 30Q: 3 clusters Score -793992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -793995.062500 Penalty: 4150.641602
	Iteration 31Q: 3 clusters Score -793995.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -793995.062500 Penalty: 4150.641602
	Iteration 32F: 3 clusters Score -793995.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Entering Unmasked Estep 
Score: -5519705.500000 Penalty: 2552.485840
	Iteration 0F: 2 clusters Score -5519706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5500303.500000 Penalty: 5104.971680
	Iteration 0F: 3 clusters Score -5500304 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5507485.000000 Penalty: 5104.971680
	Iteration 1F: 3 clusters Score -5507485 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5507908.000000 Penalty: 5104.971680
	Iteration 2Q: 3 clusters Score -5507908 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5508253.000000 Penalty: 5104.971680
	Iteration 3Q: 3 clusters Score -5508253 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5508605.000000 Penalty: 5104.971680
	Iteration 4Q: 3 clusters Score -5508605 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5509022.000000 Penalty: 5104.971680
	Iteration 5Q: 3 clusters Score -5509022 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5509475.000000 Penalty: 5104.971680
	Iteration 6Q: 3 clusters Score -5509475 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5510075.500000 Penalty: 5104.971680
	Iteration 7Q: 3 clusters Score -5510076 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5510957.500000 Penalty: 5104.971680
	Iteration 8Q: 3 clusters Score -5510958 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5512026.000000 Penalty: 5104.971680
	Iteration 9F: 3 clusters Score -5512026 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5513233.000000 Penalty: 5104.971680
	Iteration 10F: 3 clusters Score -5513233 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5514363.000000 Penalty: 5104.971680
	Iteration 11F: 3 clusters Score -5514363 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5515338.000000 Penalty: 5104.971680
	Iteration 12Q: 3 clusters Score -5515338 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5515983.500000 Penalty: 5104.971680
	Iteration 13Q: 3 clusters Score -5515984 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5516444.500000 Penalty: 5104.971680
	Iteration 14Q: 3 clusters Score -5516444 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5516734.500000 Penalty: 5104.971680
	Iteration 15Q: 3 clusters Score -5516734 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5516942.000000 Penalty: 5104.971680
	Iteration 16Q: 3 clusters Score -5516942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5517081.000000 Penalty: 5104.971680
	Iteration 17Q: 3 clusters Score -5517081 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5517188.000000 Penalty: 5104.971680
	Iteration 18Q: 3 clusters Score -5517188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5517260.000000 Penalty: 5104.971680
	Iteration 19Q: 3 clusters Score -5517260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5517304.000000 Penalty: 5104.971680
	Iteration 20F: 3 clusters Score -5517304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5517353.500000 Penalty: 5104.971680
	Iteration 21Q: 3 clusters Score -5517354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5517388.000000 Penalty: 5104.971680
	Iteration 22Q: 3 clusters Score -5517388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5517409.500000 Penalty: 5104.971680
	Iteration 23Q: 3 clusters Score -5517410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5517424.000000 Penalty: 5104.971680
	Iteration 24Q: 3 clusters Score -5517424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5517432.000000 Penalty: 5104.971680
	Iteration 25Q: 3 clusters Score -5517432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5517446.500000 Penalty: 5104.971680
	Iteration 26Q: 3 clusters Score -5517446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -5517456.000000 Penalty: 5104.971680
	Iteration 27Q: 3 clusters Score -5517456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5517463.500000 Penalty: 5104.971680
	Iteration 28Q: 3 clusters Score -5517464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -5517472.500000 Penalty: 5104.971680
	Iteration 29Q: 3 clusters Score -5517472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5517480.000000 Penalty: 5104.971680
	Iteration 30Q: 3 clusters Score -5517480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -5517487.500000 Penalty: 5104.971680
	Iteration 31Q: 3 clusters Score -5517488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5517489.500000 Penalty: 5104.971680
	Iteration 32Q: 3 clusters Score -5517490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5517490.500000 Penalty: 5104.971680
	Iteration 33Q: 3 clusters Score -5517490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -5517500.500000 Penalty: 5104.971680
	Iteration 34Q: 3 clusters Score -5517500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5517504.000000 Penalty: 5104.971680
	Iteration 35Q: 3 clusters Score -5517504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -5517512.500000 Penalty: 5104.971680
	Iteration 36Q: 3 clusters Score -5517512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5517512.000000 Penalty: 5104.971680
	Iteration 37Q: 3 clusters Score -5517512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5517515.000000 Penalty: 5104.971680
	Iteration 38Q: 3 clusters Score -5517515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -5517529.500000 Penalty: 5104.971680
	Iteration 39Q: 3 clusters Score -5517530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5517530.500000 Penalty: 5104.971680
	Iteration 40F: 3 clusters Score -5517530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -5517532.000000 Penalty: 5104.971680
	Iteration 41Q: 3 clusters Score -5517532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -5517530.500000 Penalty: 5104.971680
	Iteration 42Q: 3 clusters Score -5517530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -5517532.000000 Penalty: 5104.971680
	Iteration 43Q: 3 clusters Score -5517532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -5517530.000000 Penalty: 5104.971680
	Iteration 44Q: 3 clusters Score -5517530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -5517530.000000 Penalty: 5104.971680
	Iteration 45F: 3 clusters Score -5517530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -88016.390625 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -88016.39 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 273 members 
Entering Unmasked Estep 
Score: -86558.257812 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -86558.26 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86919.320312 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -86919.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87051.265625 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -87051.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87166.617188 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -87166.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -87231.328125 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -87231.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -87289.976562 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -87289.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -87342.976562 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -87342.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -87380.437500 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -87380.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -87410.296875 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -87410.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -87457.539062 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -87457.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -87486.117188 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -87486.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -87494.390625 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -87494.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -87495.367188 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -87495.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -87495.898438 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -87495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -87495.898438 Penalty: 3125.189941
	Iteration 14F: 3 clusters Score -87495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 149 members 
Entering Unmasked Estep 
Score: -46591.960938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46591.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46685.859375 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46685.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -46720.386719 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46720.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46730.761719 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46730.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46737.691406 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -46737.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46742.460938 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -46742.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -46742.460938 Penalty: 2822.418457
	Iteration 6F: 3 clusters Score -46742.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Entering Unmasked Estep 
Score: -5039488.000000 Penalty: 2533.576172
	Iteration 0F: 2 clusters Score -5039488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -5021079.500000 Penalty: 5067.152344
	Iteration 0F: 3 clusters Score -5021080 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5027484.500000 Penalty: 5067.152344
	Iteration 1F: 3 clusters Score -5027484 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5027853.500000 Penalty: 5067.152344
	Iteration 2Q: 3 clusters Score -5027854 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -5028183.500000 Penalty: 5067.152344
	Iteration 3Q: 3 clusters Score -5028184 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -5028527.500000 Penalty: 5067.152344
	Iteration 4Q: 3 clusters Score -5028528 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5028839.500000 Penalty: 5067.152344
	Iteration 5Q: 3 clusters Score -5028840 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5029276.500000 Penalty: 5067.152344
	Iteration 6Q: 3 clusters Score -5029276 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -5029808.000000 Penalty: 5067.152344
	Iteration 7Q: 3 clusters Score -5029808 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5030517.500000 Penalty: 5067.152344
	Iteration 8Q: 3 clusters Score -5030518 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5031414.000000 Penalty: 5067.152344
	Iteration 9Q: 3 clusters Score -5031414 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -5032381.500000 Penalty: 5067.152344
	Iteration 10Q: 3 clusters Score -5032382 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -5033336.000000 Penalty: 5067.152344
	Iteration 11Q: 3 clusters Score -5033336 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5034219.500000 Penalty: 5067.152344
	Iteration 12Q: 3 clusters Score -5034220 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5034836.500000 Penalty: 5067.152344
	Iteration 13Q: 3 clusters Score -5034836 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5035293.500000 Penalty: 5067.152344
	Iteration 14Q: 3 clusters Score -5035294 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5035638.000000 Penalty: 5067.152344
	Iteration 15Q: 3 clusters Score -5035638 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -5035857.000000 Penalty: 5067.152344
	Iteration 16Q: 3 clusters Score -5035857 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5036087.000000 Penalty: 5067.152344
	Iteration 17Q: 3 clusters Score -5036087 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5036264.500000 Penalty: 5067.152344
	Iteration 18Q: 3 clusters Score -5036264 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5036416.500000 Penalty: 5067.152344
	Iteration 19Q: 3 clusters Score -5036416 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5036539.000000 Penalty: 5067.152344
	Iteration 20F: 3 clusters Score -5036539 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5036646.000000 Penalty: 5067.152344
	Iteration 21Q: 3 clusters Score -5036646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5036720.500000 Penalty: 5067.152344
	Iteration 22Q: 3 clusters Score -5036720 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5036809.000000 Penalty: 5067.152344
	Iteration 23Q: 3 clusters Score -5036809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5036865.500000 Penalty: 5067.152344
	Iteration 24Q: 3 clusters Score -5036866 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5036922.000000 Penalty: 5067.152344
	Iteration 25Q: 3 clusters Score -5036922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5036959.500000 Penalty: 5067.152344
	Iteration 26Q: 3 clusters Score -5036960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5037028.000000 Penalty: 5067.152344
	Iteration 27Q: 3 clusters Score -5037028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5037071.000000 Penalty: 5067.152344
	Iteration 28Q: 3 clusters Score -5037071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5037089.000000 Penalty: 5067.152344
	Iteration 29Q: 3 clusters Score -5037089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5037099.000000 Penalty: 5067.152344
	Iteration 30Q: 3 clusters Score -5037099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5037126.500000 Penalty: 5067.152344
	Iteration 31Q: 3 clusters Score -5037126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5037153.500000 Penalty: 5067.152344
	Iteration 32Q: 3 clusters Score -5037154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5037163.000000 Penalty: 5067.152344
	Iteration 33Q: 3 clusters Score -5037163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5037164.500000 Penalty: 5067.152344
	Iteration 34Q: 3 clusters Score -5037164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5037174.000000 Penalty: 5067.152344
	Iteration 35Q: 3 clusters Score -5037174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5037178.000000 Penalty: 5067.152344
	Iteration 36Q: 3 clusters Score -5037178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5037176.000000 Penalty: 5067.152344
	Iteration 37Q: 3 clusters Score -5037176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5037187.000000 Penalty: 5067.152344
	Iteration 38Q: 3 clusters Score -5037187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5037197.500000 Penalty: 5067.152344
	Iteration 39Q: 3 clusters Score -5037198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5037201.000000 Penalty: 5067.152344
	Iteration 40F: 3 clusters Score -5037201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5037192.500000 Penalty: 5067.152344
	Iteration 41Q: 3 clusters Score -5037192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5037197.500000 Penalty: 5067.152344
	Iteration 42Q: 3 clusters Score -5037198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5037204.000000 Penalty: 5067.152344
	Iteration 43Q: 3 clusters Score -5037204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5037201.000000 Penalty: 5067.152344
	Iteration 44Q: 3 clusters Score -5037201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5037207.000000 Penalty: 5067.152344
	Iteration 45Q: 3 clusters Score -5037207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5037221.000000 Penalty: 5067.152344
	Iteration 46Q: 3 clusters Score -5037221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5037230.000000 Penalty: 5067.152344
	Iteration 47Q: 3 clusters Score -5037230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5037223.500000 Penalty: 5067.152344
	Iteration 48Q: 3 clusters Score -5037224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5037227.000000 Penalty: 5067.152344
	Iteration 49Q: 3 clusters Score -5037227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5037227.000000 Penalty: 5067.152344
	Iteration 50F: 3 clusters Score -5037227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Entering Unmasked Estep 
Score: -6704889.500000 Penalty: 2600.807373
	Iteration 0F: 2 clusters Score -6704890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -6682268.000000 Penalty: 5201.614746
	Iteration 0F: 3 clusters Score -6682268 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6691095.500000 Penalty: 5201.614746
	Iteration 1F: 3 clusters Score -6691096 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -6691712.500000 Penalty: 5201.614746
	Iteration 2Q: 3 clusters Score -6691712 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -6692376.000000 Penalty: 5201.614746
	Iteration 3Q: 3 clusters Score -6692376 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -6693114.000000 Penalty: 5201.614746
	Iteration 4Q: 3 clusters Score -6693114 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -6694005.500000 Penalty: 5201.614746
	Iteration 5F: 3 clusters Score -6694006 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -6695255.000000 Penalty: 5201.614746
	Iteration 6F: 3 clusters Score -6695255 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6696770.000000 Penalty: 5201.614746
	Iteration 7F: 3 clusters Score -6696770 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -6698467.000000 Penalty: 5201.614746
	Iteration 8F: 3 clusters Score -6698467 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -6700108.000000 Penalty: 5201.614746
	Iteration 9F: 3 clusters Score -6700108 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -6701175.500000 Penalty: 5201.614746
	Iteration 10Q: 3 clusters Score -6701176 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6701770.500000 Penalty: 5201.614746
	Iteration 11Q: 3 clusters Score -6701770 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6701971.000000 Penalty: 5201.614746
	Iteration 12Q: 3 clusters Score -6701971 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6702159.000000 Penalty: 5201.614746
	Iteration 13Q: 3 clusters Score -6702159 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6702354.500000 Penalty: 5201.614746
	Iteration 14Q: 3 clusters Score -6702354 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -6702527.500000 Penalty: 5201.614746
	Iteration 15Q: 3 clusters Score -6702528 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6702650.500000 Penalty: 5201.614746
	Iteration 16Q: 3 clusters Score -6702650 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6702728.000000 Penalty: 5201.614746
	Iteration 17Q: 3 clusters Score -6702728 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -6702830.000000 Penalty: 5201.614746
	Iteration 18Q: 3 clusters Score -6702830 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -6702894.500000 Penalty: 5201.614746
	Iteration 19Q: 3 clusters Score -6702894 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -6702897.000000 Penalty: 5201.614746
	Iteration 20F: 3 clusters Score -6702897 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -6702928.000000 Penalty: 5201.614746
	Iteration 21Q: 3 clusters Score -6702928 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6702979.000000 Penalty: 5201.614746
	Iteration 22Q: 3 clusters Score -6702979 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -6702979.000000 Penalty: 5201.614746
	Iteration 23Q: 3 clusters Score -6702979 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6702961.000000 Penalty: 5201.614746
	Iteration 24Q: 3 clusters Score -6702961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -6702959.500000 Penalty: 5201.614746
	Iteration 25Q: 3 clusters Score -6702960 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6702973.500000 Penalty: 5201.614746
	Iteration 26Q: 3 clusters Score -6702974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -6702968.000000 Penalty: 5201.614746
	Iteration 27Q: 3 clusters Score -6702968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6702975.500000 Penalty: 5201.614746
	Iteration 28Q: 3 clusters Score -6702976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -6702970.500000 Penalty: 5201.614746
	Iteration 29Q: 3 clusters Score -6702970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6702996.500000 Penalty: 5201.614746
	Iteration 30Q: 3 clusters Score -6702996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -6703012.500000 Penalty: 5201.614746
	Iteration 31Q: 3 clusters Score -6703012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -6703023.500000 Penalty: 5201.614746
	Iteration 32Q: 3 clusters Score -6703024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6703024.000000 Penalty: 5201.614746
	Iteration 33Q: 3 clusters Score -6703024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -6703022.500000 Penalty: 5201.614746
	Iteration 34Q: 3 clusters Score -6703022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -6703036.500000 Penalty: 5201.614746
	Iteration 35Q: 3 clusters Score -6703036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -6703037.000000 Penalty: 5201.614746
	Iteration 36Q: 3 clusters Score -6703037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6703033.500000 Penalty: 5201.614746
	Iteration 37Q: 3 clusters Score -6703034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6703029.500000 Penalty: 5201.614746
	Iteration 38Q: 3 clusters Score -6703030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6703040.000000 Penalty: 5201.614746
	Iteration 39Q: 3 clusters Score -6703040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -6703037.500000 Penalty: 5201.614746
	Iteration 40F: 3 clusters Score -6703038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -6703040.000000 Penalty: 5201.614746
	Iteration 41Q: 3 clusters Score -6703040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -6703045.000000 Penalty: 5201.614746
	Iteration 42Q: 3 clusters Score -6703045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -6703035.500000 Penalty: 5201.614746
	Iteration 43Q: 3 clusters Score -6703036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6703030.500000 Penalty: 5201.614746
	Iteration 44Q: 3 clusters Score -6703030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -6703040.000000 Penalty: 5201.614746
	Iteration 45Q: 3 clusters Score -6703040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6703043.500000 Penalty: 5201.614746
	Iteration 46Q: 3 clusters Score -6703044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6703032.000000 Penalty: 5201.614746
	Iteration 47Q: 3 clusters Score -6703032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -6703032.500000 Penalty: 5201.614746
	Iteration 48Q: 3 clusters Score -6703032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -6703032.500000 Penalty: 5201.614746
	Iteration 49Q: 3 clusters Score -6703032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6703027.500000 Penalty: 5201.614746
	Iteration 50Q: 3 clusters Score -6703028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -6703032.000000 Penalty: 5201.614746
	Iteration 51Q: 3 clusters Score -6703032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6703029.000000 Penalty: 5201.614746
	Iteration 52Q: 3 clusters Score -6703029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -6703033.000000 Penalty: 5201.614746
	Iteration 53Q: 3 clusters Score -6703033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -6703037.000000 Penalty: 5201.614746
	Iteration 54Q: 3 clusters Score -6703037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -6703041.000000 Penalty: 5201.614746
	Iteration 55Q: 3 clusters Score -6703041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6703031.500000 Penalty: 5201.614746
	Iteration 56Q: 3 clusters Score -6703032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -6703036.000000 Penalty: 5201.614746
	Iteration 57Q: 3 clusters Score -6703036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -6703036.000000 Penalty: 5201.614746
	Iteration 58F: 3 clusters Score -6703036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -3996498.500000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -3996498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3982592.000000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -3982592 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3987575.750000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -3987576 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3987917.500000 Penalty: 4948.807617
	Iteration 2Q: 3 clusters Score -3987918 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3988192.750000 Penalty: 4948.807617
	Iteration 3Q: 3 clusters Score -3988193 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3988383.500000 Penalty: 4948.807617
	Iteration 4Q: 3 clusters Score -3988384 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3988596.750000 Penalty: 4948.807617
	Iteration 5Q: 3 clusters Score -3988597 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3988804.750000 Penalty: 4948.807617
	Iteration 6Q: 3 clusters Score -3988805 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3989060.500000 Penalty: 4948.807617
	Iteration 7Q: 3 clusters Score -3989060 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3989389.000000 Penalty: 4948.807617
	Iteration 8Q: 3 clusters Score -3989389 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3989802.750000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -3989803 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3990343.000000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -3990343 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3991018.000000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -3991018 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3991758.250000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -3991758 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3992570.000000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -3992570 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3993176.250000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -3993176 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3993600.750000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -3993601 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3993868.750000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -3993869 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3994034.750000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -3994035 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3994150.750000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -3994151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3994250.000000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -3994250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3994311.750000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -3994312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3994332.750000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -3994333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3994360.250000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -3994360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3994369.000000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -3994369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3994389.250000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -3994389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3994394.500000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -3994394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3994395.750000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -3994396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3994405.750000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -3994406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3994417.500000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -3994418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3994430.250000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -3994430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3994440.750000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -3994441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3994442.500000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -3994442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3994447.250000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -3994447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3994450.250000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -3994450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3994449.500000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -3994450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3994451.250000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -3994451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3994451.750000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -3994452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3994453.000000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -3994453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3994452.250000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -3994452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3994452.500000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -3994452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3994450.750000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -3994451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3994449.000000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -3994449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3994449.250000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -3994449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3994446.500000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -3994446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3994456.750000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -3994457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3994450.250000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -3994450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3994457.000000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -3994457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3994462.750000 Penalty: 4948.807617
	Iteration 47Q: 3 clusters Score -3994463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3994470.750000 Penalty: 4948.807617
	Iteration 48Q: 3 clusters Score -3994471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3994463.500000 Penalty: 4948.807617
	Iteration 49Q: 3 clusters Score -3994464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3994465.250000 Penalty: 4948.807617
	Iteration 50Q: 3 clusters Score -3994465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3994464.750000 Penalty: 4948.807617
	Iteration 51Q: 3 clusters Score -3994465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3994464.250000 Penalty: 4948.807617
	Iteration 52Q: 3 clusters Score -3994464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3994464.500000 Penalty: 4948.807617
	Iteration 53Q: 3 clusters Score -3994464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3994463.000000 Penalty: 4948.807617
	Iteration 54Q: 3 clusters Score -3994463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3994463.000000 Penalty: 4948.807617
	Iteration 55F: 3 clusters Score -3994463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Entering Unmasked Estep 
Score: -3515523.750000 Penalty: 2425.571289
	Iteration 0F: 2 clusters Score -3515524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3503916.500000 Penalty: 4851.142578
	Iteration 0F: 3 clusters Score -3503916 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3508109.500000 Penalty: 4851.142578
	Iteration 1F: 3 clusters Score -3508110 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3508465.500000 Penalty: 4851.142578
	Iteration 2F: 3 clusters Score -3508466 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3508760.250000 Penalty: 4851.142578
	Iteration 3Q: 3 clusters Score -3508760 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3509033.250000 Penalty: 4851.142578
	Iteration 4Q: 3 clusters Score -3509033 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3509299.500000 Penalty: 4851.142578
	Iteration 5Q: 3 clusters Score -3509300 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3509600.000000 Penalty: 4851.142578
	Iteration 6Q: 3 clusters Score -3509600 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3509856.500000 Penalty: 4851.142578
	Iteration 7Q: 3 clusters Score -3509856 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3510132.750000 Penalty: 4851.142578
	Iteration 8Q: 3 clusters Score -3510133 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3510329.250000 Penalty: 4851.142578
	Iteration 9Q: 3 clusters Score -3510329 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3510499.750000 Penalty: 4851.142578
	Iteration 10Q: 3 clusters Score -3510500 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3510566.750000 Penalty: 4851.142578
	Iteration 11Q: 3 clusters Score -3510567 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3510812.250000 Penalty: 4851.142578
	Iteration 12Q: 3 clusters Score -3510812 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3511030.250000 Penalty: 4851.142578
	Iteration 13Q: 3 clusters Score -3511030 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3511281.750000 Penalty: 4851.142578
	Iteration 14Q: 3 clusters Score -3511282 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3511613.000000 Penalty: 4851.142578
	Iteration 15Q: 3 clusters Score -3511613 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3511802.000000 Penalty: 4851.142578
	Iteration 16Q: 3 clusters Score -3511802 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3512179.250000 Penalty: 4851.142578
	Iteration 17Q: 3 clusters Score -3512179 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3512430.500000 Penalty: 4851.142578
	Iteration 18Q: 3 clusters Score -3512430 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3512662.250000 Penalty: 4851.142578
	Iteration 19Q: 3 clusters Score -3512662 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3512919.000000 Penalty: 4851.142578
	Iteration 20F: 3 clusters Score -3512919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3513074.000000 Penalty: 4851.142578
	Iteration 21Q: 3 clusters Score -3513074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3513163.250000 Penalty: 4851.142578
	Iteration 22Q: 3 clusters Score -3513163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3513223.000000 Penalty: 4851.142578
	Iteration 23Q: 3 clusters Score -3513223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3513301.250000 Penalty: 4851.142578
	Iteration 24Q: 3 clusters Score -3513301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3513336.750000 Penalty: 4851.142578
	Iteration 25Q: 3 clusters Score -3513337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3513354.250000 Penalty: 4851.142578
	Iteration 26Q: 3 clusters Score -3513354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3513387.000000 Penalty: 4851.142578
	Iteration 27Q: 3 clusters Score -3513387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3513400.250000 Penalty: 4851.142578
	Iteration 28Q: 3 clusters Score -3513400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3513445.750000 Penalty: 4851.142578
	Iteration 29Q: 3 clusters Score -3513446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3513445.500000 Penalty: 4851.142578
	Iteration 30Q: 3 clusters Score -3513446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3513459.250000 Penalty: 4851.142578
	Iteration 31Q: 3 clusters Score -3513459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3513474.500000 Penalty: 4851.142578
	Iteration 32Q: 3 clusters Score -3513474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3513489.250000 Penalty: 4851.142578
	Iteration 33Q: 3 clusters Score -3513489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3513499.500000 Penalty: 4851.142578
	Iteration 34Q: 3 clusters Score -3513500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3513491.750000 Penalty: 4851.142578
	Iteration 35Q: 3 clusters Score -3513492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3513497.750000 Penalty: 4851.142578
	Iteration 36Q: 3 clusters Score -3513498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3513496.750000 Penalty: 4851.142578
	Iteration 37Q: 3 clusters Score -3513497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3513493.500000 Penalty: 4851.142578
	Iteration 38Q: 3 clusters Score -3513494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3513503.250000 Penalty: 4851.142578
	Iteration 39Q: 3 clusters Score -3513503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3513508.500000 Penalty: 4851.142578
	Iteration 40F: 3 clusters Score -3513508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3513505.000000 Penalty: 4851.142578
	Iteration 41Q: 3 clusters Score -3513505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3513511.750000 Penalty: 4851.142578
	Iteration 42Q: 3 clusters Score -3513512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3513511.750000 Penalty: 4851.142578
	Iteration 43F: 3 clusters Score -3513512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -85098.640625 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -85098.64 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 265 members 
Entering Unmasked Estep 
Score: -83619.070312 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -83619.07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83874.031250 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -83874.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83998.570312 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -83998.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84050.125000 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -84050.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84088.953125 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -84088.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84137.898438 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -84137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84180.195312 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -84180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84210.742188 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -84210.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84222.000000 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -84222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84223.359375 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -84223.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84223.359375 Penalty: 3124.278809
	Iteration 10F: 3 clusters Score -84223.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -194373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -192298.656250 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -192298.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -192593.531250 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -192593.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -192719.421875 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -192719.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -192793.796875 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -192793.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192900.765625 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -192900.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -193076.125000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -193076.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -193188.593750 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -193188.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -193251.265625 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -193251.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -193315.468750 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -193315.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -193378.953125 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -193379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193505.937500 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -193505.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -193676.515625 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -193676.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -193929.156250 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -193929.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -194252.609375 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -194252.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -194582.203125 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -194582.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -194755.968750 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -194756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -194794.187500 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -194794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -194805.921875 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -194805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -194809.046875 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -194809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -194809.046875 Penalty: 3483.342529
	Iteration 19F: 3 clusters Score -194809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22145 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29504 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 35851 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19548 members 
Mstep: Class 30 contains 20394 members 
Mstep: Class 31 contains 23786 members 
Mstep: Class 32 contains 18153 members 
Mstep: Class 33 contains 21387 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
Score: -87208240.000000 Penalty: 110135.960938
Splitting cluster 25 changes total score from -87210392.000000 to -87208240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (18307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Entering Unmasked Estep 
Score: -3623788.250000 Penalty: 2434.129639
	Iteration 0F: 2 clusters Score -3623788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3611415.500000 Penalty: 4868.259277
	Iteration 0F: 3 clusters Score -3611416 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3615815.750000 Penalty: 4868.259277
	Iteration 1F: 3 clusters Score -3615816 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3616192.750000 Penalty: 4868.259277
	Iteration 2F: 3 clusters Score -3616193 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3616468.250000 Penalty: 4868.259277
	Iteration 3Q: 3 clusters Score -3616468 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3616695.500000 Penalty: 4868.259277
	Iteration 4Q: 3 clusters Score -3616696 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3616879.750000 Penalty: 4868.259277
	Iteration 5Q: 3 clusters Score -3616880 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3617040.000000 Penalty: 4868.259277
	Iteration 6Q: 3 clusters Score -3617040 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3617193.750000 Penalty: 4868.259277
	Iteration 7Q: 3 clusters Score -3617194 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3617320.000000 Penalty: 4868.259277
	Iteration 8Q: 3 clusters Score -3617320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3617447.250000 Penalty: 4868.259277
	Iteration 9Q: 3 clusters Score -3617447 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3617582.750000 Penalty: 4868.259277
	Iteration 10Q: 3 clusters Score -3617583 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3617778.250000 Penalty: 4868.259277
	Iteration 11Q: 3 clusters Score -3617778 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3617983.250000 Penalty: 4868.259277
	Iteration 12Q: 3 clusters Score -3617983 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3618238.750000 Penalty: 4868.259277
	Iteration 13Q: 3 clusters Score -3618239 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3618529.750000 Penalty: 4868.259277
	Iteration 14Q: 3 clusters Score -3618530 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3618816.250000 Penalty: 4868.259277
	Iteration 15Q: 3 clusters Score -3618816 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3619198.250000 Penalty: 4868.259277
	Iteration 16Q: 3 clusters Score -3619198 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3619577.500000 Penalty: 4868.259277
	Iteration 17Q: 3 clusters Score -3619578 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3619932.250000 Penalty: 4868.259277
	Iteration 18Q: 3 clusters Score -3619932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3620245.250000 Penalty: 4868.259277
	Iteration 19Q: 3 clusters Score -3620245 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3620562.250000 Penalty: 4868.259277
	Iteration 20F: 3 clusters Score -3620562 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3620798.000000 Penalty: 4868.259277
	Iteration 21Q: 3 clusters Score -3620798 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3621029.750000 Penalty: 4868.259277
	Iteration 22Q: 3 clusters Score -3621030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3621201.250000 Penalty: 4868.259277
	Iteration 23Q: 3 clusters Score -3621201 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3621340.000000 Penalty: 4868.259277
	Iteration 24Q: 3 clusters Score -3621340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3621455.250000 Penalty: 4868.259277
	Iteration 25Q: 3 clusters Score -3621455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3621528.750000 Penalty: 4868.259277
	Iteration 26Q: 3 clusters Score -3621529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3621582.500000 Penalty: 4868.259277
	Iteration 27Q: 3 clusters Score -3621582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3621618.250000 Penalty: 4868.259277
	Iteration 28Q: 3 clusters Score -3621618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -3621639.500000 Penalty: 4868.259277
	Iteration 29Q: 3 clusters Score -3621640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3621648.000000 Penalty: 4868.259277
	Iteration 30Q: 3 clusters Score -3621648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3621663.000000 Penalty: 4868.259277
	Iteration 31Q: 3 clusters Score -3621663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3621670.000000 Penalty: 4868.259277
	Iteration 32Q: 3 clusters Score -3621670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3621670.500000 Penalty: 4868.259277
	Iteration 33Q: 3 clusters Score -3621670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3621679.250000 Penalty: 4868.259277
	Iteration 34Q: 3 clusters Score -3621679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3621699.250000 Penalty: 4868.259277
	Iteration 35Q: 3 clusters Score -3621699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3621709.750000 Penalty: 4868.259277
	Iteration 36Q: 3 clusters Score -3621710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3621712.250000 Penalty: 4868.259277
	Iteration 37Q: 3 clusters Score -3621712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3621715.500000 Penalty: 4868.259277
	Iteration 38Q: 3 clusters Score -3621716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3621726.000000 Penalty: 4868.259277
	Iteration 39Q: 3 clusters Score -3621726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3621728.000000 Penalty: 4868.259277
	Iteration 40F: 3 clusters Score -3621728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3621731.500000 Penalty: 4868.259277
	Iteration 41Q: 3 clusters Score -3621732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3621733.000000 Penalty: 4868.259277
	Iteration 42Q: 3 clusters Score -3621733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3621746.250000 Penalty: 4868.259277
	Iteration 43Q: 3 clusters Score -3621746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3621751.500000 Penalty: 4868.259277
	Iteration 44Q: 3 clusters Score -3621752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3621755.750000 Penalty: 4868.259277
	Iteration 45Q: 3 clusters Score -3621756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3621756.000000 Penalty: 4868.259277
	Iteration 46Q: 3 clusters Score -3621756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3621757.500000 Penalty: 4868.259277
	Iteration 47Q: 3 clusters Score -3621758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3621759.500000 Penalty: 4868.259277
	Iteration 48Q: 3 clusters Score -3621760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3621755.500000 Penalty: 4868.259277
	Iteration 49Q: 3 clusters Score -3621756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3621764.500000 Penalty: 4868.259277
	Iteration 50Q: 3 clusters Score -3621764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3621770.500000 Penalty: 4868.259277
	Iteration 51Q: 3 clusters Score -3621770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3621771.750000 Penalty: 4868.259277
	Iteration 52Q: 3 clusters Score -3621772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3621775.000000 Penalty: 4868.259277
	Iteration 53Q: 3 clusters Score -3621775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -3621783.250000 Penalty: 4868.259277
	Iteration 54Q: 3 clusters Score -3621783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3621778.750000 Penalty: 4868.259277
	Iteration 55Q: 3 clusters Score -3621779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3621783.750000 Penalty: 4868.259277
	Iteration 56Q: 3 clusters Score -3621784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3621785.000000 Penalty: 4868.259277
	Iteration 57Q: 3 clusters Score -3621785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -3621785.000000 Penalty: 4868.259277
	Iteration 58F: 3 clusters Score -3621785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Entering Unmasked Estep 
Score: -3786842.500000 Penalty: 2456.436523
	Iteration 0F: 2 clusters Score -3786842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3773019.250000 Penalty: 4912.873047
	Iteration 0F: 3 clusters Score -3773019 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3777773.000000 Penalty: 4912.873047
	Iteration 1F: 3 clusters Score -3777773 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3778115.250000 Penalty: 4912.873047
	Iteration 2F: 3 clusters Score -3778115 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3778429.750000 Penalty: 4912.873047
	Iteration 3Q: 3 clusters Score -3778430 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3778711.250000 Penalty: 4912.873047
	Iteration 4Q: 3 clusters Score -3778711 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3779009.500000 Penalty: 4912.873047
	Iteration 5Q: 3 clusters Score -3779010 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3779369.250000 Penalty: 4912.873047
	Iteration 6Q: 3 clusters Score -3779369 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3779824.000000 Penalty: 4912.873047
	Iteration 7Q: 3 clusters Score -3779824 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3780425.250000 Penalty: 4912.873047
	Iteration 8F: 3 clusters Score -3780425 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3781126.000000 Penalty: 4912.873047
	Iteration 9F: 3 clusters Score -3781126 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3781874.250000 Penalty: 4912.873047
	Iteration 10F: 3 clusters Score -3781874 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3782666.000000 Penalty: 4912.873047
	Iteration 11Q: 3 clusters Score -3782666 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3783376.750000 Penalty: 4912.873047
	Iteration 12Q: 3 clusters Score -3783377 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3783893.250000 Penalty: 4912.873047
	Iteration 13Q: 3 clusters Score -3783893 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3784174.250000 Penalty: 4912.873047
	Iteration 14Q: 3 clusters Score -3784174 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3784403.500000 Penalty: 4912.873047
	Iteration 15Q: 3 clusters Score -3784404 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3784573.000000 Penalty: 4912.873047
	Iteration 16Q: 3 clusters Score -3784573 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3784634.250000 Penalty: 4912.873047
	Iteration 17Q: 3 clusters Score -3784634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3784697.500000 Penalty: 4912.873047
	Iteration 18Q: 3 clusters Score -3784698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3784720.000000 Penalty: 4912.873047
	Iteration 19Q: 3 clusters Score -3784720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3784746.750000 Penalty: 4912.873047
	Iteration 20F: 3 clusters Score -3784747 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3784778.000000 Penalty: 4912.873047
	Iteration 21Q: 3 clusters Score -3784778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3784805.500000 Penalty: 4912.873047
	Iteration 22Q: 3 clusters Score -3784806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3784823.750000 Penalty: 4912.873047
	Iteration 23Q: 3 clusters Score -3784824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3784838.250000 Penalty: 4912.873047
	Iteration 24Q: 3 clusters Score -3784838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3784852.750000 Penalty: 4912.873047
	Iteration 25Q: 3 clusters Score -3784853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3784860.250000 Penalty: 4912.873047
	Iteration 26Q: 3 clusters Score -3784860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3784872.000000 Penalty: 4912.873047
	Iteration 27Q: 3 clusters Score -3784872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3784878.250000 Penalty: 4912.873047
	Iteration 28Q: 3 clusters Score -3784878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3784883.250000 Penalty: 4912.873047
	Iteration 29Q: 3 clusters Score -3784883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3784887.750000 Penalty: 4912.873047
	Iteration 30Q: 3 clusters Score -3784888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3784893.000000 Penalty: 4912.873047
	Iteration 31Q: 3 clusters Score -3784893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3784894.250000 Penalty: 4912.873047
	Iteration 32Q: 3 clusters Score -3784894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3784894.500000 Penalty: 4912.873047
	Iteration 33Q: 3 clusters Score -3784894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3784896.250000 Penalty: 4912.873047
	Iteration 34Q: 3 clusters Score -3784896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3784905.750000 Penalty: 4912.873047
	Iteration 35Q: 3 clusters Score -3784906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3784900.250000 Penalty: 4912.873047
	Iteration 36Q: 3 clusters Score -3784900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3784898.750000 Penalty: 4912.873047
	Iteration 37Q: 3 clusters Score -3784899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3784901.000000 Penalty: 4912.873047
	Iteration 38Q: 3 clusters Score -3784901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3784900.000000 Penalty: 4912.873047
	Iteration 39Q: 3 clusters Score -3784900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3784900.000000 Penalty: 4912.873047
	Iteration 40F: 3 clusters Score -3784900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -70532.304688 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -70532.3 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 220 members 
Entering Unmasked Estep 
Score: -69205.335938 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -69205.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69330.343750 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -69330.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -69362.734375 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -69362.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69399.703125 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -69399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69429.671875 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -69429.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69448.421875 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -69448.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69459.515625 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -69459.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69468.320312 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -69468.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69472.890625 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -69472.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -69487.265625 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -69487.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69497.687500 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -69497.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69509.796875 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -69509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -69523.890625 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -69523.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69540.484375 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -69540.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -69551.921875 Penalty: 2988.829590
	Iteration 14Q: 3 clusters Score -69551.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69561.476562 Penalty: 2988.829590
	Iteration 15Q: 3 clusters Score -69561.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -69573.789062 Penalty: 2988.829590
	Iteration 16Q: 3 clusters Score -69573.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -69587.351562 Penalty: 2988.829590
	Iteration 17Q: 3 clusters Score -69587.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69594.617188 Penalty: 2988.829590
	Iteration 18Q: 3 clusters Score -69594.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69603.460938 Penalty: 2988.829590
	Iteration 19Q: 3 clusters Score -69603.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69611.726562 Penalty: 2988.829590
	Iteration 20F: 3 clusters Score -69611.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -69626.046875 Penalty: 2988.829590
	Iteration 21Q: 3 clusters Score -69626.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -69642.695312 Penalty: 2988.829590
	Iteration 22Q: 3 clusters Score -69642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -69668.914062 Penalty: 2988.829590
	Iteration 23Q: 3 clusters Score -69668.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -69691.210938 Penalty: 2988.829590
	Iteration 24Q: 3 clusters Score -69691.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69709.484375 Penalty: 2988.829590
	Iteration 25Q: 3 clusters Score -69709.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -69714.062500 Penalty: 2988.829590
	Iteration 26Q: 3 clusters Score -69714.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -69717.710938 Penalty: 2988.829590
	Iteration 27Q: 3 clusters Score -69717.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -69717.710938 Penalty: 2988.829590
	Iteration 28F: 3 clusters Score -69717.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Entering Unmasked Estep 
Score: -3879620.750000 Penalty: 2450.395996
	Iteration 0F: 2 clusters Score -3879621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3867435.500000 Penalty: 4900.791992
	Iteration 0F: 3 clusters Score -3867436 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3872014.500000 Penalty: 4900.791992
	Iteration 1F: 3 clusters Score -3872014 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3872398.250000 Penalty: 4900.791992
	Iteration 2F: 3 clusters Score -3872398 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3872675.250000 Penalty: 4900.791992
	Iteration 3Q: 3 clusters Score -3872675 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3872908.000000 Penalty: 4900.791992
	Iteration 4Q: 3 clusters Score -3872908 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3873071.000000 Penalty: 4900.791992
	Iteration 5Q: 3 clusters Score -3873071 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3873234.750000 Penalty: 4900.791992
	Iteration 6Q: 3 clusters Score -3873235 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3873440.500000 Penalty: 4900.791992
	Iteration 7Q: 3 clusters Score -3873440 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3873651.500000 Penalty: 4900.791992
	Iteration 8Q: 3 clusters Score -3873652 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3873854.250000 Penalty: 4900.791992
	Iteration 9Q: 3 clusters Score -3873854 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3874131.500000 Penalty: 4900.791992
	Iteration 10Q: 3 clusters Score -3874132 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3874385.250000 Penalty: 4900.791992
	Iteration 11Q: 3 clusters Score -3874385 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3874881.500000 Penalty: 4900.791992
	Iteration 12Q: 3 clusters Score -3874882 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3875453.000000 Penalty: 4900.791992
	Iteration 13Q: 3 clusters Score -3875453 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3875850.750000 Penalty: 4900.791992
	Iteration 14Q: 3 clusters Score -3875851 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3876119.750000 Penalty: 4900.791992
	Iteration 15Q: 3 clusters Score -3876120 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3876310.750000 Penalty: 4900.791992
	Iteration 16Q: 3 clusters Score -3876311 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3876541.250000 Penalty: 4900.791992
	Iteration 17Q: 3 clusters Score -3876541 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3876807.000000 Penalty: 4900.791992
	Iteration 18Q: 3 clusters Score -3876807 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3877086.750000 Penalty: 4900.791992
	Iteration 19Q: 3 clusters Score -3877087 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3877386.500000 Penalty: 4900.791992
	Iteration 20F: 3 clusters Score -3877386 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3877600.000000 Penalty: 4900.791992
	Iteration 21Q: 3 clusters Score -3877600 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3877663.250000 Penalty: 4900.791992
	Iteration 22Q: 3 clusters Score -3877663 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3877811.750000 Penalty: 4900.791992
	Iteration 23Q: 3 clusters Score -3877812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3877896.500000 Penalty: 4900.791992
	Iteration 24Q: 3 clusters Score -3877896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3877939.250000 Penalty: 4900.791992
	Iteration 25Q: 3 clusters Score -3877939 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3878023.750000 Penalty: 4900.791992
	Iteration 26Q: 3 clusters Score -3878024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3877999.750000 Penalty: 4900.791992
	Iteration 27Q: 3 clusters Score -3878000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3877981.250000 Penalty: 4900.791992
	Iteration 28Q: 3 clusters Score -3877981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3878034.250000 Penalty: 4900.791992
	Iteration 29Q: 3 clusters Score -3878034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3878038.750000 Penalty: 4900.791992
	Iteration 30Q: 3 clusters Score -3878039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3878012.250000 Penalty: 4900.791992
	Iteration 31Q: 3 clusters Score -3878012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3878027.250000 Penalty: 4900.791992
	Iteration 32Q: 3 clusters Score -3878027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3878048.500000 Penalty: 4900.791992
	Iteration 33Q: 3 clusters Score -3878048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3878045.000000 Penalty: 4900.791992
	Iteration 34Q: 3 clusters Score -3878045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3878053.500000 Penalty: 4900.791992
	Iteration 35Q: 3 clusters Score -3878054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3878081.500000 Penalty: 4900.791992
	Iteration 36Q: 3 clusters Score -3878082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3878069.000000 Penalty: 4900.791992
	Iteration 37Q: 3 clusters Score -3878069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3878089.500000 Penalty: 4900.791992
	Iteration 38Q: 3 clusters Score -3878090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3878075.750000 Penalty: 4900.791992
	Iteration 39Q: 3 clusters Score -3878076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3878106.750000 Penalty: 4900.791992
	Iteration 40F: 3 clusters Score -3878107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3878167.250000 Penalty: 4900.791992
	Iteration 41Q: 3 clusters Score -3878167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3878145.250000 Penalty: 4900.791992
	Iteration 42Q: 3 clusters Score -3878145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3878151.250000 Penalty: 4900.791992
	Iteration 43Q: 3 clusters Score -3878151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -3878190.750000 Penalty: 4900.791992
	Iteration 44Q: 3 clusters Score -3878191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -3878197.750000 Penalty: 4900.791992
	Iteration 45Q: 3 clusters Score -3878198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3878219.500000 Penalty: 4900.791992
	Iteration 46Q: 3 clusters Score -3878220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3878229.000000 Penalty: 4900.791992
	Iteration 47Q: 3 clusters Score -3878229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3878241.250000 Penalty: 4900.791992
	Iteration 48Q: 3 clusters Score -3878241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3878258.250000 Penalty: 4900.791992
	Iteration 49Q: 3 clusters Score -3878258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3878249.250000 Penalty: 4900.791992
	Iteration 50Q: 3 clusters Score -3878249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -3878250.500000 Penalty: 4900.791992
	Iteration 51Q: 3 clusters Score -3878250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3878254.500000 Penalty: 4900.791992
	Iteration 52Q: 3 clusters Score -3878254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3878254.250000 Penalty: 4900.791992
	Iteration 53Q: 3 clusters Score -3878254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3878254.250000 Penalty: 4900.791992
	Iteration 54F: 3 clusters Score -3878254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Entering Unmasked Estep 
Score: -4039211.250000 Penalty: 2460.902832
	Iteration 0F: 2 clusters Score -4039211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4027333.500000 Penalty: 4921.805664
	Iteration 0F: 3 clusters Score -4027334 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4032003.750000 Penalty: 4921.805664
	Iteration 1F: 3 clusters Score -4032004 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4032470.250000 Penalty: 4921.805664
	Iteration 2F: 3 clusters Score -4032470 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4032923.750000 Penalty: 4921.805664
	Iteration 3F: 3 clusters Score -4032924 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4033506.000000 Penalty: 4921.805664
	Iteration 4F: 3 clusters Score -4033506 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4034400.250000 Penalty: 4921.805664
	Iteration 5F: 3 clusters Score -4034400 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4035964.250000 Penalty: 4921.805664
	Iteration 6F: 3 clusters Score -4035964 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4037635.500000 Penalty: 4921.805664
	Iteration 7F: 3 clusters Score -4037636 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4038374.500000 Penalty: 4921.805664
	Iteration 8F: 3 clusters Score -4038374 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4038596.000000 Penalty: 4921.805664
	Iteration 9Q: 3 clusters Score -4038596 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4038662.500000 Penalty: 4921.805664
	Iteration 10Q: 3 clusters Score -4038662 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4038709.500000 Penalty: 4921.805664
	Iteration 11Q: 3 clusters Score -4038710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4038709.500000 Penalty: 4921.805664
	Iteration 12Q: 3 clusters Score -4038710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4038694.000000 Penalty: 4921.805664
	Iteration 13Q: 3 clusters Score -4038694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4038691.750000 Penalty: 4921.805664
	Iteration 14Q: 3 clusters Score -4038692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4038686.250000 Penalty: 4921.805664
	Iteration 15Q: 3 clusters Score -4038686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4038682.000000 Penalty: 4921.805664
	Iteration 16Q: 3 clusters Score -4038682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4038694.750000 Penalty: 4921.805664
	Iteration 17Q: 3 clusters Score -4038695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4038673.750000 Penalty: 4921.805664
	Iteration 18Q: 3 clusters Score -4038674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4038673.750000 Penalty: 4921.805664
	Iteration 19Q: 3 clusters Score -4038674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4038686.500000 Penalty: 4921.805664
	Iteration 20F: 3 clusters Score -4038686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4038697.000000 Penalty: 4921.805664
	Iteration 21Q: 3 clusters Score -4038697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4038710.000000 Penalty: 4921.805664
	Iteration 22Q: 3 clusters Score -4038710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4038710.000000 Penalty: 4921.805664
	Iteration 23F: 3 clusters Score -4038710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Entering Unmasked Estep 
Score: -4431436.000000 Penalty: 2499.059570
	Iteration 0F: 2 clusters Score -4431436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4417555.000000 Penalty: 4998.119141
	Iteration 0F: 3 clusters Score -4417555 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4423176.000000 Penalty: 4998.119141
	Iteration 1F: 3 clusters Score -4423176 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4423660.500000 Penalty: 4998.119141
	Iteration 2F: 3 clusters Score -4423660 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4424111.000000 Penalty: 4998.119141
	Iteration 3Q: 3 clusters Score -4424111 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4424534.000000 Penalty: 4998.119141
	Iteration 4Q: 3 clusters Score -4424534 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4424923.500000 Penalty: 4998.119141
	Iteration 5Q: 3 clusters Score -4424924 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4425341.500000 Penalty: 4998.119141
	Iteration 6Q: 3 clusters Score -4425342 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4425836.500000 Penalty: 4998.119141
	Iteration 7Q: 3 clusters Score -4425836 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4426454.000000 Penalty: 4998.119141
	Iteration 8Q: 3 clusters Score -4426454 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4427156.000000 Penalty: 4998.119141
	Iteration 9Q: 3 clusters Score -4427156 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4427830.500000 Penalty: 4998.119141
	Iteration 10Q: 3 clusters Score -4427830 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4428330.500000 Penalty: 4998.119141
	Iteration 11Q: 3 clusters Score -4428330 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -4428670.500000 Penalty: 4998.119141
	Iteration 12Q: 3 clusters Score -4428670 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -4428911.500000 Penalty: 4998.119141
	Iteration 13Q: 3 clusters Score -4428912 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4429088.000000 Penalty: 4998.119141
	Iteration 14Q: 3 clusters Score -4429088 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -4429208.000000 Penalty: 4998.119141
	Iteration 15Q: 3 clusters Score -4429208 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4429285.500000 Penalty: 4998.119141
	Iteration 16Q: 3 clusters Score -4429286 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4429315.500000 Penalty: 4998.119141
	Iteration 17Q: 3 clusters Score -4429316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4429309.000000 Penalty: 4998.119141
	Iteration 18Q: 3 clusters Score -4429309 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4429318.000000 Penalty: 4998.119141
	Iteration 19Q: 3 clusters Score -4429318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4429353.500000 Penalty: 4998.119141
	Iteration 20F: 3 clusters Score -4429354 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4429362.000000 Penalty: 4998.119141
	Iteration 21Q: 3 clusters Score -4429362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4429366.500000 Penalty: 4998.119141
	Iteration 22Q: 3 clusters Score -4429366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4429358.500000 Penalty: 4998.119141
	Iteration 23Q: 3 clusters Score -4429358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4429356.000000 Penalty: 4998.119141
	Iteration 24Q: 3 clusters Score -4429356 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4429367.500000 Penalty: 4998.119141
	Iteration 25Q: 3 clusters Score -4429368 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4429363.500000 Penalty: 4998.119141
	Iteration 26Q: 3 clusters Score -4429364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4429388.000000 Penalty: 4998.119141
	Iteration 27Q: 3 clusters Score -4429388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4429367.500000 Penalty: 4998.119141
	Iteration 28Q: 3 clusters Score -4429368 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4429344.000000 Penalty: 4998.119141
	Iteration 29Q: 3 clusters Score -4429344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4429342.000000 Penalty: 4998.119141
	Iteration 30Q: 3 clusters Score -4429342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4429366.500000 Penalty: 4998.119141
	Iteration 31Q: 3 clusters Score -4429366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4429354.000000 Penalty: 4998.119141
	Iteration 32Q: 3 clusters Score -4429354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4429352.500000 Penalty: 4998.119141
	Iteration 33Q: 3 clusters Score -4429352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4429364.500000 Penalty: 4998.119141
	Iteration 34Q: 3 clusters Score -4429364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4429382.500000 Penalty: 4998.119141
	Iteration 35Q: 3 clusters Score -4429382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4429399.000000 Penalty: 4998.119141
	Iteration 36Q: 3 clusters Score -4429399 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4429393.500000 Penalty: 4998.119141
	Iteration 37Q: 3 clusters Score -4429394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4429396.000000 Penalty: 4998.119141
	Iteration 38Q: 3 clusters Score -4429396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4429410.000000 Penalty: 4998.119141
	Iteration 39Q: 3 clusters Score -4429410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4429418.000000 Penalty: 4998.119141
	Iteration 40F: 3 clusters Score -4429418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4429414.000000 Penalty: 4998.119141
	Iteration 41Q: 3 clusters Score -4429414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4429401.000000 Penalty: 4998.119141
	Iteration 42Q: 3 clusters Score -4429401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4429397.500000 Penalty: 4998.119141
	Iteration 43Q: 3 clusters Score -4429398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4429409.500000 Penalty: 4998.119141
	Iteration 44Q: 3 clusters Score -4429410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4429405.000000 Penalty: 4998.119141
	Iteration 45Q: 3 clusters Score -4429405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4429416.000000 Penalty: 4998.119141
	Iteration 46Q: 3 clusters Score -4429416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4429422.000000 Penalty: 4998.119141
	Iteration 47Q: 3 clusters Score -4429422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4429432.500000 Penalty: 4998.119141
	Iteration 48Q: 3 clusters Score -4429432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4429417.000000 Penalty: 4998.119141
	Iteration 49Q: 3 clusters Score -4429417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4429415.000000 Penalty: 4998.119141
	Iteration 50Q: 3 clusters Score -4429415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4429413.500000 Penalty: 4998.119141
	Iteration 51Q: 3 clusters Score -4429414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4429421.000000 Penalty: 4998.119141
	Iteration 52Q: 3 clusters Score -4429421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4429419.000000 Penalty: 4998.119141
	Iteration 53Q: 3 clusters Score -4429419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4429423.500000 Penalty: 4998.119141
	Iteration 54Q: 3 clusters Score -4429424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4429428.500000 Penalty: 4998.119141
	Iteration 55Q: 3 clusters Score -4429428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4429425.000000 Penalty: 4998.119141
	Iteration 56Q: 3 clusters Score -4429425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4429429.500000 Penalty: 4998.119141
	Iteration 57Q: 3 clusters Score -4429430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4429425.000000 Penalty: 4998.119141
	Iteration 58Q: 3 clusters Score -4429425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4429427.000000 Penalty: 4998.119141
	Iteration 59Q: 3 clusters Score -4429427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4429424.500000 Penalty: 4998.119141
	Iteration 60F: 3 clusters Score -4429424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4429436.500000 Penalty: 4998.119141
	Iteration 61Q: 3 clusters Score -4429436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4429434.000000 Penalty: 4998.119141
	Iteration 62Q: 3 clusters Score -4429434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4429441.000000 Penalty: 4998.119141
	Iteration 63Q: 3 clusters Score -4429441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4429446.500000 Penalty: 4998.119141
	Iteration 64Q: 3 clusters Score -4429446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4429447.500000 Penalty: 4998.119141
	Iteration 65Q: 3 clusters Score -4429448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4429465.500000 Penalty: 4998.119141
	Iteration 66Q: 3 clusters Score -4429466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4429457.000000 Penalty: 4998.119141
	Iteration 67Q: 3 clusters Score -4429457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4429469.000000 Penalty: 4998.119141
	Iteration 68Q: 3 clusters Score -4429469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4429470.000000 Penalty: 4998.119141
	Iteration 69Q: 3 clusters Score -4429470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4429464.500000 Penalty: 4998.119141
	Iteration 70Q: 3 clusters Score -4429464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4429472.000000 Penalty: 4998.119141
	Iteration 71Q: 3 clusters Score -4429472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4429477.500000 Penalty: 4998.119141
	Iteration 72Q: 3 clusters Score -4429478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4429469.500000 Penalty: 4998.119141
	Iteration 73Q: 3 clusters Score -4429470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4429471.000000 Penalty: 4998.119141
	Iteration 74Q: 3 clusters Score -4429471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4429473.500000 Penalty: 4998.119141
	Iteration 75Q: 3 clusters Score -4429474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4429471.000000 Penalty: 4998.119141
	Iteration 76Q: 3 clusters Score -4429471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4429469.500000 Penalty: 4998.119141
	Iteration 77Q: 3 clusters Score -4429470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4429466.000000 Penalty: 4998.119141
	Iteration 78Q: 3 clusters Score -4429466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4429462.000000 Penalty: 4998.119141
	Iteration 79Q: 3 clusters Score -4429462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4429469.500000 Penalty: 4998.119141
	Iteration 80F: 3 clusters Score -4429470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4429473.500000 Penalty: 4998.119141
	Iteration 81Q: 3 clusters Score -4429474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4429474.000000 Penalty: 4998.119141
	Iteration 82Q: 3 clusters Score -4429474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4429478.000000 Penalty: 4998.119141
	Iteration 83Q: 3 clusters Score -4429478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4429483.500000 Penalty: 4998.119141
	Iteration 84Q: 3 clusters Score -4429484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4429479.000000 Penalty: 4998.119141
	Iteration 85Q: 3 clusters Score -4429479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4429484.000000 Penalty: 4998.119141
	Iteration 86Q: 3 clusters Score -4429484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4429484.000000 Penalty: 4998.119141
	Iteration 87Q: 3 clusters Score -4429484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4429481.500000 Penalty: 4998.119141
	Iteration 88Q: 3 clusters Score -4429482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4429483.500000 Penalty: 4998.119141
	Iteration 89Q: 3 clusters Score -4429484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4429486.000000 Penalty: 4998.119141
	Iteration 90Q: 3 clusters Score -4429486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4429488.500000 Penalty: 4998.119141
	Iteration 91Q: 3 clusters Score -4429488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4429484.500000 Penalty: 4998.119141
	Iteration 92Q: 3 clusters Score -4429484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4429476.500000 Penalty: 4998.119141
	Iteration 93Q: 3 clusters Score -4429476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4429483.000000 Penalty: 4998.119141
	Iteration 94Q: 3 clusters Score -4429483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4429479.500000 Penalty: 4998.119141
	Iteration 95Q: 3 clusters Score -4429480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4429482.000000 Penalty: 4998.119141
	Iteration 96Q: 3 clusters Score -4429482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4429475.500000 Penalty: 4998.119141
	Iteration 97Q: 3 clusters Score -4429476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4429481.000000 Penalty: 4998.119141
	Iteration 98Q: 3 clusters Score -4429481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4429483.500000 Penalty: 4998.119141
	Iteration 99Q: 3 clusters Score -4429484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4429483.500000 Penalty: 4998.119141
	Iteration 100F: 3 clusters Score -4429484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Entering Unmasked Estep 
Score: -3607084.750000 Penalty: 2432.034668
	Iteration 0F: 2 clusters Score -3607085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3594856.750000 Penalty: 4864.069336
	Iteration 0F: 3 clusters Score -3594857 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3599138.000000 Penalty: 4864.069336
	Iteration 1F: 3 clusters Score -3599138 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3599575.250000 Penalty: 4864.069336
	Iteration 2F: 3 clusters Score -3599575 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3599958.750000 Penalty: 4864.069336
	Iteration 3F: 3 clusters Score -3599959 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3600379.750000 Penalty: 4864.069336
	Iteration 4F: 3 clusters Score -3600380 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3600777.750000 Penalty: 4864.069336
	Iteration 5Q: 3 clusters Score -3600778 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3601142.750000 Penalty: 4864.069336
	Iteration 6Q: 3 clusters Score -3601143 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3601425.750000 Penalty: 4864.069336
	Iteration 7Q: 3 clusters Score -3601426 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3601760.750000 Penalty: 4864.069336
	Iteration 8Q: 3 clusters Score -3601761 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3602143.000000 Penalty: 4864.069336
	Iteration 9Q: 3 clusters Score -3602143 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3602469.750000 Penalty: 4864.069336
	Iteration 10Q: 3 clusters Score -3602470 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3602818.750000 Penalty: 4864.069336
	Iteration 11Q: 3 clusters Score -3602819 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3603135.500000 Penalty: 4864.069336
	Iteration 12Q: 3 clusters Score -3603136 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3603472.000000 Penalty: 4864.069336
	Iteration 13Q: 3 clusters Score -3603472 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3603680.750000 Penalty: 4864.069336
	Iteration 14Q: 3 clusters Score -3603681 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3603893.000000 Penalty: 4864.069336
	Iteration 15Q: 3 clusters Score -3603893 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3604052.000000 Penalty: 4864.069336
	Iteration 16Q: 3 clusters Score -3604052 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3604185.500000 Penalty: 4864.069336
	Iteration 17Q: 3 clusters Score -3604186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3604301.750000 Penalty: 4864.069336
	Iteration 18Q: 3 clusters Score -3604302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3604387.500000 Penalty: 4864.069336
	Iteration 19Q: 3 clusters Score -3604388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -3604453.250000 Penalty: 4864.069336
	Iteration 20F: 3 clusters Score -3604453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3604499.750000 Penalty: 4864.069336
	Iteration 21Q: 3 clusters Score -3604500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3604551.000000 Penalty: 4864.069336
	Iteration 22Q: 3 clusters Score -3604551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3604584.500000 Penalty: 4864.069336
	Iteration 23Q: 3 clusters Score -3604584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3604630.500000 Penalty: 4864.069336
	Iteration 24Q: 3 clusters Score -3604630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3604665.250000 Penalty: 4864.069336
	Iteration 25Q: 3 clusters Score -3604665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3604676.500000 Penalty: 4864.069336
	Iteration 26Q: 3 clusters Score -3604676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3604690.750000 Penalty: 4864.069336
	Iteration 27Q: 3 clusters Score -3604691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3604706.750000 Penalty: 4864.069336
	Iteration 28Q: 3 clusters Score -3604707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3604718.250000 Penalty: 4864.069336
	Iteration 29Q: 3 clusters Score -3604718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3604730.750000 Penalty: 4864.069336
	Iteration 30Q: 3 clusters Score -3604731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3604737.000000 Penalty: 4864.069336
	Iteration 31Q: 3 clusters Score -3604737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3604748.750000 Penalty: 4864.069336
	Iteration 32Q: 3 clusters Score -3604749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3604749.500000 Penalty: 4864.069336
	Iteration 33Q: 3 clusters Score -3604750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3604753.000000 Penalty: 4864.069336
	Iteration 34Q: 3 clusters Score -3604753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3604759.500000 Penalty: 4864.069336
	Iteration 35Q: 3 clusters Score -3604760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3604760.000000 Penalty: 4864.069336
	Iteration 36Q: 3 clusters Score -3604760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3604765.500000 Penalty: 4864.069336
	Iteration 37Q: 3 clusters Score -3604766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3604769.500000 Penalty: 4864.069336
	Iteration 38Q: 3 clusters Score -3604770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3604774.000000 Penalty: 4864.069336
	Iteration 39Q: 3 clusters Score -3604774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3604776.750000 Penalty: 4864.069336
	Iteration 40F: 3 clusters Score -3604777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3604779.750000 Penalty: 4864.069336
	Iteration 41Q: 3 clusters Score -3604780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3604780.500000 Penalty: 4864.069336
	Iteration 42Q: 3 clusters Score -3604780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3604788.000000 Penalty: 4864.069336
	Iteration 43Q: 3 clusters Score -3604788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3604788.000000 Penalty: 4864.069336
	Iteration 44F: 3 clusters Score -3604788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Entering Unmasked Estep 
Score: -4221992.500000 Penalty: 2472.693359
	Iteration 0F: 2 clusters Score -4221992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4210914.500000 Penalty: 4945.386719
	Iteration 0F: 3 clusters Score -4210914 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4215874.000000 Penalty: 4945.386719
	Iteration 1F: 3 clusters Score -4215874 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4216235.500000 Penalty: 4945.386719
	Iteration 2F: 3 clusters Score -4216236 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4216468.500000 Penalty: 4945.386719
	Iteration 3Q: 3 clusters Score -4216468 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4216667.500000 Penalty: 4945.386719
	Iteration 4Q: 3 clusters Score -4216668 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4216842.500000 Penalty: 4945.386719
	Iteration 5Q: 3 clusters Score -4216842 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4216994.000000 Penalty: 4945.386719
	Iteration 6Q: 3 clusters Score -4216994 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4217181.500000 Penalty: 4945.386719
	Iteration 7Q: 3 clusters Score -4217182 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4217406.500000 Penalty: 4945.386719
	Iteration 8Q: 3 clusters Score -4217406 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4217753.500000 Penalty: 4945.386719
	Iteration 9F: 3 clusters Score -4217754 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4218285.000000 Penalty: 4945.386719
	Iteration 10F: 3 clusters Score -4218285 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4219060.500000 Penalty: 4945.386719
	Iteration 11F: 3 clusters Score -4219060 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4220029.000000 Penalty: 4945.386719
	Iteration 12F: 3 clusters Score -4220029 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4220786.500000 Penalty: 4945.386719
	Iteration 13F: 3 clusters Score -4220786 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4221215.500000 Penalty: 4945.386719
	Iteration 14Q: 3 clusters Score -4221216 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4221516.000000 Penalty: 4945.386719
	Iteration 15Q: 3 clusters Score -4221516 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -4221701.500000 Penalty: 4945.386719
	Iteration 16Q: 3 clusters Score -4221702 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4221931.000000 Penalty: 4945.386719
	Iteration 17Q: 3 clusters Score -4221931 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4221968.500000 Penalty: 4945.386719
	Iteration 18Q: 3 clusters Score -4221968 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -4222121.500000 Penalty: 4945.386719
	Iteration 19Q: 3 clusters Score -4222122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4222243.500000 Penalty: 4945.386719
	Iteration 20F: 3 clusters Score -4222244 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4222368.500000 Penalty: 4945.386719
	Iteration 21Q: 3 clusters Score -4222368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4222438.500000 Penalty: 4945.386719
	Iteration 22Q: 3 clusters Score -4222438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4222500.500000 Penalty: 4945.386719
	Iteration 23Q: 3 clusters Score -4222500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4222576.500000 Penalty: 4945.386719
	Iteration 24Q: 3 clusters Score -4222576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4222637.000000 Penalty: 4945.386719
	Iteration 25Q: 3 clusters Score -4222637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4222638.000000 Penalty: 4945.386719
	Iteration 26Q: 3 clusters Score -4222638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4222666.000000 Penalty: 4945.386719
	Iteration 27Q: 3 clusters Score -4222666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4222689.000000 Penalty: 4945.386719
	Iteration 28Q: 3 clusters Score -4222689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4222688.000000 Penalty: 4945.386719
	Iteration 29Q: 3 clusters Score -4222688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4222719.500000 Penalty: 4945.386719
	Iteration 30Q: 3 clusters Score -4222720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4222742.000000 Penalty: 4945.386719
	Iteration 31Q: 3 clusters Score -4222742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4222773.000000 Penalty: 4945.386719
	Iteration 32Q: 3 clusters Score -4222773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4222777.500000 Penalty: 4945.386719
	Iteration 33Q: 3 clusters Score -4222778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4222800.500000 Penalty: 4945.386719
	Iteration 34Q: 3 clusters Score -4222800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4222822.500000 Penalty: 4945.386719
	Iteration 35Q: 3 clusters Score -4222822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4222848.500000 Penalty: 4945.386719
	Iteration 36Q: 3 clusters Score -4222848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4222881.000000 Penalty: 4945.386719
	Iteration 37Q: 3 clusters Score -4222881 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4222890.500000 Penalty: 4945.386719
	Iteration 38Q: 3 clusters Score -4222890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4222918.000000 Penalty: 4945.386719
	Iteration 39Q: 3 clusters Score -4222918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4222916.000000 Penalty: 4945.386719
	Iteration 40F: 3 clusters Score -4222916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4222937.500000 Penalty: 4945.386719
	Iteration 41Q: 3 clusters Score -4222938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4222947.000000 Penalty: 4945.386719
	Iteration 42Q: 3 clusters Score -4222947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4222942.000000 Penalty: 4945.386719
	Iteration 43Q: 3 clusters Score -4222942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4222948.000000 Penalty: 4945.386719
	Iteration 44Q: 3 clusters Score -4222948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4222951.000000 Penalty: 4945.386719
	Iteration 45Q: 3 clusters Score -4222951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4222944.500000 Penalty: 4945.386719
	Iteration 46Q: 3 clusters Score -4222944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4222952.500000 Penalty: 4945.386719
	Iteration 47Q: 3 clusters Score -4222952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4222960.500000 Penalty: 4945.386719
	Iteration 48Q: 3 clusters Score -4222960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -4222959.000000 Penalty: 4945.386719
	Iteration 49Q: 3 clusters Score -4222959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4222959.500000 Penalty: 4945.386719
	Iteration 50Q: 3 clusters Score -4222960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4222962.000000 Penalty: 4945.386719
	Iteration 51Q: 3 clusters Score -4222962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4222962.000000 Penalty: 4945.386719
	Iteration 52Q: 3 clusters Score -4222962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4222965.500000 Penalty: 4945.386719
	Iteration 53Q: 3 clusters Score -4222966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4222963.500000 Penalty: 4945.386719
	Iteration 54Q: 3 clusters Score -4222964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4222960.500000 Penalty: 4945.386719
	Iteration 55Q: 3 clusters Score -4222960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4222955.500000 Penalty: 4945.386719
	Iteration 56Q: 3 clusters Score -4222956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4222956.500000 Penalty: 4945.386719
	Iteration 57Q: 3 clusters Score -4222956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4222952.500000 Penalty: 4945.386719
	Iteration 58Q: 3 clusters Score -4222952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4222956.500000 Penalty: 4945.386719
	Iteration 59Q: 3 clusters Score -4222956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4222959.000000 Penalty: 4945.386719
	Iteration 60F: 3 clusters Score -4222959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4222963.000000 Penalty: 4945.386719
	Iteration 61Q: 3 clusters Score -4222963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4222959.000000 Penalty: 4945.386719
	Iteration 62Q: 3 clusters Score -4222959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4222961.000000 Penalty: 4945.386719
	Iteration 63Q: 3 clusters Score -4222961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4222963.500000 Penalty: 4945.386719
	Iteration 64Q: 3 clusters Score -4222964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4222962.000000 Penalty: 4945.386719
	Iteration 65Q: 3 clusters Score -4222962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4222962.000000 Penalty: 4945.386719
	Iteration 66F: 3 clusters Score -4222962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 10674 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22145 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29504 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 35851 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19548 members 
Mstep: Class 30 contains 20394 members 
Mstep: Class 31 contains 23786 members 
Mstep: Class 32 contains 18153 members 
Mstep: Class 33 contains 10713 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
Score: -87209272.000000 Penalty: 110135.960938
Splitting cluster 33 changes total score from -87210392.000000 to -87209272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -85205.875000 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -85205.88 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 245 members 
Entering Unmasked Estep 
Score: -83771.679688 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -83771.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83977.109375 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -83977.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84037.523438 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -84037.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84076.000000 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -84076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84107.203125 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -84107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84116.937500 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -84116.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84121.031250 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -84121.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84121.031250 Penalty: 3088.362305
	Iteration 7F: 3 clusters Score -84121.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22145 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29504 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27338 members 
Mstep: Class 21 contains 35851 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19548 members 
Mstep: Class 30 contains 20394 members 
Mstep: Class 31 contains 23786 members 
Mstep: Class 32 contains 18153 members 
Mstep: Class 33 contains 21387 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209808.000000 Penalty: 106896.671875
Iteration 439Q: 34 clusters Score -8.720981e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21952 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 24170 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 7 contains 33501 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22147 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27346 members 
Mstep: Class 21 contains 35834 members 
Mstep: Class 22 contains 21543 members 
Mstep: Class 23 contains 17682 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 20037 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18629 members 
Mstep: Class 30 contains 21210 members 
Mstep: Class 31 contains 23837 members 
Mstep: Class 32 contains 18536 members 
Mstep: Class 33 contains 21191 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209296.000000 Penalty: 106896.671875
Iteration 440F: 34 clusters Score -8.72093e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21966 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 7 contains 33468 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22149 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18316 members 
Mstep: Class 13 contains 22339 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 18902 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29488 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27357 members 
Mstep: Class 21 contains 35815 members 
Mstep: Class 22 contains 21560 members 
Mstep: Class 23 contains 18286 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18525 members 
Mstep: Class 27 contains 20054 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17643 members 
Mstep: Class 30 contains 21815 members 
Mstep: Class 31 contains 23874 members 
Mstep: Class 32 contains 18629 members 
Mstep: Class 33 contains 20747 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209544.000000 Penalty: 106896.671875
Iteration 441Q: 34 clusters Score -8.720954e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21982 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 24189 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 33460 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22142 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 22342 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29470 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27373 members 
Mstep: Class 21 contains 35786 members 
Mstep: Class 22 contains 21605 members 
Mstep: Class 23 contains 19259 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18718 members 
Mstep: Class 27 contains 20055 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17208 members 
Mstep: Class 30 contains 21864 members 
Mstep: Class 31 contains 23875 members 
Mstep: Class 32 contains 18211 members 
Mstep: Class 33 contains 20320 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209640.000000 Penalty: 106896.671875
Iteration 442Q: 34 clusters Score -8.720964e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 24180 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 33458 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22129 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 22353 members 
Mstep: Class 14 contains 10071 members 
Mstep: Class 15 contains 19109 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29464 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27388 members 
Mstep: Class 21 contains 35761 members 
Mstep: Class 22 contains 21611 members 
Mstep: Class 23 contains 20213 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18778 members 
Mstep: Class 27 contains 20061 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17296 members 
Mstep: Class 30 contains 21217 members 
Mstep: Class 31 contains 23836 members 
Mstep: Class 32 contains 17889 members 
Mstep: Class 33 contains 20100 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209840.000000 Penalty: 106896.671875
Iteration 443Q: 34 clusters Score -8.720984e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21936 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24134 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 7 contains 33452 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18341 members 
Mstep: Class 13 contains 22357 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 19309 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29445 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27396 members 
Mstep: Class 21 contains 35741 members 
Mstep: Class 22 contains 21618 members 
Mstep: Class 23 contains 20779 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18668 members 
Mstep: Class 27 contains 20084 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17847 members 
Mstep: Class 30 contains 20268 members 
Mstep: Class 31 contains 23795 members 
Mstep: Class 32 contains 17634 members 
Mstep: Class 33 contains 20164 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209912.000000 Penalty: 106896.671875
Iteration 444Q: 34 clusters Score -8.720991e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21916 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24093 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 7 contains 33451 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22154 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 22354 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27402 members 
Mstep: Class 21 contains 35718 members 
Mstep: Class 22 contains 21612 members 
Mstep: Class 23 contains 20742 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18566 members 
Mstep: Class 27 contains 20095 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18571 members 
Mstep: Class 30 contains 19680 members 
Mstep: Class 31 contains 23770 members 
Mstep: Class 32 contains 17296 members 
Mstep: Class 33 contains 20445 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210144.000000 Penalty: 106896.671875
Iteration 445Q: 34 clusters Score -8.721014e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21905 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24112 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 33432 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22155 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 10082 members 
Mstep: Class 15 contains 19496 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29437 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27412 members 
Mstep: Class 21 contains 35693 members 
Mstep: Class 22 contains 21615 members 
Mstep: Class 23 contains 19794 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18542 members 
Mstep: Class 27 contains 20119 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19234 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23741 members 
Mstep: Class 32 contains 17384 members 
Mstep: Class 33 contains 20907 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210648.000000 Penalty: 106896.671875
Iteration 446Q: 34 clusters Score -8.721065e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21919 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 24103 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 33431 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22154 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 19390 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29442 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 35694 members 
Mstep: Class 22 contains 21609 members 
Mstep: Class 23 contains 18715 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18521 members 
Mstep: Class 27 contains 20121 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19677 members 
Mstep: Class 30 contains 19693 members 
Mstep: Class 31 contains 23714 members 
Mstep: Class 32 contains 17637 members 
Mstep: Class 33 contains 21207 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210784.000000 Penalty: 106896.671875
Iteration 447Q: 34 clusters Score -8.721078e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21929 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24100 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 7 contains 33415 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22158 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 22343 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 19195 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29447 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27409 members 
Mstep: Class 21 contains 35690 members 
Mstep: Class 22 contains 21619 members 
Mstep: Class 23 contains 17873 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18413 members 
Mstep: Class 27 contains 20130 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19568 members 
Mstep: Class 30 contains 20400 members 
Mstep: Class 31 contains 23719 members 
Mstep: Class 32 contains 18024 members 
Mstep: Class 33 contains 21361 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210000.000000 Penalty: 106896.671875
Iteration 448Q: 34 clusters Score -8.721e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 24110 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 7 contains 33415 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22156 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 22339 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 19025 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29435 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27399 members 
Mstep: Class 21 contains 35692 members 
Mstep: Class 22 contains 21632 members 
Mstep: Class 23 contains 17876 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18399 members 
Mstep: Class 27 contains 20149 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18780 members 
Mstep: Class 30 contains 21194 members 
Mstep: Class 31 contains 23738 members 
Mstep: Class 32 contains 18401 members 
Mstep: Class 33 contains 21115 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209880.000000 Penalty: 106896.671875
Iteration 449Q: 34 clusters Score -8.720988e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21945 members 
Mstep: Class 3 contains 7715 members 
Mstep: Class 4 contains 24147 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33407 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22151 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 22324 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 18966 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27395 members 
Mstep: Class 21 contains 35691 members 
Mstep: Class 22 contains 21640 members 
Mstep: Class 23 contains 18421 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18545 members 
Mstep: Class 27 contains 20161 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17903 members 
Mstep: Class 30 contains 21686 members 
Mstep: Class 31 contains 23781 members 
Mstep: Class 32 contains 18522 members 
Mstep: Class 33 contains 20685 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210160.000000 Penalty: 106896.671875
Iteration 450Q: 34 clusters Score -8.721016e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21931 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24161 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33405 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22133 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 22309 members 
Mstep: Class 14 contains 10058 members 
Mstep: Class 15 contains 19031 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27391 members 
Mstep: Class 21 contains 35675 members 
Mstep: Class 22 contains 21667 members 
Mstep: Class 23 contains 19306 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18725 members 
Mstep: Class 27 contains 20192 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17513 members 
Mstep: Class 30 contains 21612 members 
Mstep: Class 31 contains 23800 members 
Mstep: Class 32 contains 18185 members 
Mstep: Class 33 contains 20329 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210256.000000 Penalty: 106896.671875
Iteration 451Q: 34 clusters Score -8.721026e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24167 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33407 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22116 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 22308 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 19198 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27395 members 
Mstep: Class 21 contains 35659 members 
Mstep: Class 22 contains 21659 members 
Mstep: Class 23 contains 20193 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18785 members 
Mstep: Class 27 contains 20200 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17540 members 
Mstep: Class 30 contains 20983 members 
Mstep: Class 31 contains 23782 members 
Mstep: Class 32 contains 17894 members 
Mstep: Class 33 contains 20170 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209992.000000 Penalty: 106896.671875
Iteration 452Q: 34 clusters Score -8.720999e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21894 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 24162 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33412 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22127 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18330 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 10076 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27400 members 
Mstep: Class 21 contains 35647 members 
Mstep: Class 22 contains 21637 members 
Mstep: Class 23 contains 20631 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18694 members 
Mstep: Class 27 contains 20223 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18163 members 
Mstep: Class 30 contains 20089 members 
Mstep: Class 31 contains 23753 members 
Mstep: Class 32 contains 17582 members 
Mstep: Class 33 contains 20266 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210280.000000 Penalty: 106896.671875
Iteration 453Q: 34 clusters Score -8.721028e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21897 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 24168 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 7 contains 33409 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22148 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 22278 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 19486 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 35640 members 
Mstep: Class 22 contains 21635 members 
Mstep: Class 23 contains 20235 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18600 members 
Mstep: Class 27 contains 20237 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18863 members 
Mstep: Class 30 contains 19566 members 
Mstep: Class 31 contains 23698 members 
Mstep: Class 32 contains 17500 members 
Mstep: Class 33 contains 20593 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210592.000000 Penalty: 106896.671875
Iteration 454Q: 34 clusters Score -8.721059e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 24171 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 7 contains 33405 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22163 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 22279 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 19466 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29442 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 35622 members 
Mstep: Class 22 contains 21633 members 
Mstep: Class 23 contains 19297 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18552 members 
Mstep: Class 27 contains 20248 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19462 members 
Mstep: Class 30 contains 19495 members 
Mstep: Class 31 contains 23650 members 
Mstep: Class 32 contains 17660 members 
Mstep: Class 33 contains 20958 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210824.000000 Penalty: 106896.671875
Iteration 455Q: 34 clusters Score -8.721082e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21907 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24171 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 7 contains 33408 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22154 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 19337 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 29441 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27419 members 
Mstep: Class 21 contains 35601 members 
Mstep: Class 22 contains 21622 members 
Mstep: Class 23 contains 18381 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18450 members 
Mstep: Class 27 contains 20269 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19653 members 
Mstep: Class 30 contains 19904 members 
Mstep: Class 31 contains 23653 members 
Mstep: Class 32 contains 17997 members 
Mstep: Class 33 contains 21186 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210560.000000 Penalty: 106896.671875
Iteration 456Q: 34 clusters Score -8.721056e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21924 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 24181 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 7 contains 33404 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22147 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18332 members 
Mstep: Class 13 contains 22264 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 19154 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 29433 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27425 members 
Mstep: Class 21 contains 35582 members 
Mstep: Class 22 contains 21613 members 
Mstep: Class 23 contains 17841 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18428 members 
Mstep: Class 27 contains 20282 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19287 members 
Mstep: Class 30 contains 20556 members 
Mstep: Class 31 contains 23658 members 
Mstep: Class 32 contains 18394 members 
Mstep: Class 33 contains 21257 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209920.000000 Penalty: 106896.671875
Iteration 457Q: 34 clusters Score -8.720992e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 21941 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24219 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33384 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22146 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 18993 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 29400 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27437 members 
Mstep: Class 21 contains 35566 members 
Mstep: Class 22 contains 21618 members 
Mstep: Class 23 contains 18079 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18582 members 
Mstep: Class 27 contains 20323 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18301 members 
Mstep: Class 30 contains 21272 members 
Mstep: Class 31 contains 23690 members 
Mstep: Class 32 contains 18689 members 
Mstep: Class 33 contains 20956 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210168.000000 Penalty: 106896.671875
Iteration 458Q: 34 clusters Score -8.721017e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21932 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24256 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 7 contains 33369 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22142 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18326 members 
Mstep: Class 13 contains 22255 members 
Mstep: Class 14 contains 10030 members 
Mstep: Class 15 contains 18988 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29377 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27446 members 
Mstep: Class 21 contains 35546 members 
Mstep: Class 22 contains 21640 members 
Mstep: Class 23 contains 18737 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18774 members 
Mstep: Class 27 contains 20346 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17607 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 23719 members 
Mstep: Class 32 contains 18609 members 
Mstep: Class 33 contains 20574 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210080.000000 Penalty: 106896.671875
Iteration 459Q: 34 clusters Score -8.721008e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21920 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 24266 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 7 contains 33369 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22143 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18316 members 
Mstep: Class 13 contains 22256 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 19069 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29362 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27453 members 
Mstep: Class 21 contains 35527 members 
Mstep: Class 22 contains 21637 members 
Mstep: Class 23 contains 19665 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18943 members 
Mstep: Class 27 contains 20366 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17324 members 
Mstep: Class 30 contains 21365 members 
Mstep: Class 31 contains 23707 members 
Mstep: Class 32 contains 18212 members 
Mstep: Class 33 contains 20265 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210048.000000 Penalty: 106896.671875
Iteration 460F: 34 clusters Score -8.721005e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21913 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 24252 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33371 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22165 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18315 members 
Mstep: Class 13 contains 22254 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 19216 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29341 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27460 members 
Mstep: Class 21 contains 35504 members 
Mstep: Class 22 contains 21660 members 
Mstep: Class 23 contains 20365 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18988 members 
Mstep: Class 27 contains 20391 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17632 members 
Mstep: Class 30 contains 20633 members 
Mstep: Class 31 contains 23666 members 
Mstep: Class 32 contains 17852 members 
Mstep: Class 33 contains 20158 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210104.000000 Penalty: 106896.671875
Iteration 461Q: 34 clusters Score -8.72101e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 21901 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33379 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22190 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18310 members 
Mstep: Class 13 contains 22247 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 19387 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29318 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 35486 members 
Mstep: Class 22 contains 21651 members 
Mstep: Class 23 contains 20667 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18823 members 
Mstep: Class 27 contains 20407 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18360 members 
Mstep: Class 30 contains 19824 members 
Mstep: Class 31 contains 23652 members 
Mstep: Class 32 contains 17475 members 
Mstep: Class 33 contains 20308 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210192.000000 Penalty: 106896.671875
Iteration 462Q: 34 clusters Score -8.721019e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21900 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 24229 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22198 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29304 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27476 members 
Mstep: Class 21 contains 35474 members 
Mstep: Class 22 contains 21675 members 
Mstep: Class 23 contains 19950 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18722 members 
Mstep: Class 27 contains 20418 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19098 members 
Mstep: Class 30 contains 19394 members 
Mstep: Class 31 contains 23633 members 
Mstep: Class 32 contains 17507 members 
Mstep: Class 33 contains 20734 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210976.000000 Penalty: 106896.671875
Iteration 463Q: 34 clusters Score -8.721098e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21898 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 24221 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 7 contains 33377 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22201 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 10112 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 17 contains 29294 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27490 members 
Mstep: Class 21 contains 35441 members 
Mstep: Class 22 contains 21678 members 
Mstep: Class 23 contains 18955 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18627 members 
Mstep: Class 27 contains 20439 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19623 members 
Mstep: Class 30 contains 19478 members 
Mstep: Class 31 contains 23612 members 
Mstep: Class 32 contains 17746 members 
Mstep: Class 33 contains 21086 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210480.000000 Penalty: 106896.671875
Iteration 464Q: 34 clusters Score -8.721048e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21918 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 24208 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 7 contains 33371 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22182 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18315 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 29283 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27501 members 
Mstep: Class 21 contains 35410 members 
Mstep: Class 22 contains 21687 members 
Mstep: Class 23 contains 18065 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18434 members 
Mstep: Class 27 contains 20470 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19664 members 
Mstep: Class 30 contains 20052 members 
Mstep: Class 31 contains 23624 members 
Mstep: Class 32 contains 18157 members 
Mstep: Class 33 contains 21315 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210208.000000 Penalty: 106896.671875
Iteration 465Q: 34 clusters Score -8.721021e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21950 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 24224 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33365 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22170 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18318 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 19003 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 29264 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27505 members 
Mstep: Class 21 contains 35391 members 
Mstep: Class 22 contains 21693 members 
Mstep: Class 23 contains 17785 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 20513 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19062 members 
Mstep: Class 30 contains 20729 members 
Mstep: Class 31 contains 23628 members 
Mstep: Class 32 contains 18554 members 
Mstep: Class 33 contains 21277 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209960.000000 Penalty: 106896.671875
Iteration 466Q: 34 clusters Score -8.720996e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21955 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 24250 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33364 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22178 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18321 members 
Mstep: Class 13 contains 22210 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 18886 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29235 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27511 members 
Mstep: Class 21 contains 35377 members 
Mstep: Class 22 contains 21715 members 
Mstep: Class 23 contains 18208 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18627 members 
Mstep: Class 27 contains 20534 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18011 members 
Mstep: Class 30 contains 21387 members 
Mstep: Class 31 contains 23650 members 
Mstep: Class 32 contains 18760 members 
Mstep: Class 33 contains 20930 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209904.000000 Penalty: 106896.671875
Iteration 467Q: 34 clusters Score -8.72099e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21949 members 
Mstep: Class 3 contains 7718 members 
Mstep: Class 4 contains 24276 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 7 contains 33364 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22172 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 18910 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 29200 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27519 members 
Mstep: Class 21 contains 35359 members 
Mstep: Class 22 contains 21723 members 
Mstep: Class 23 contains 19016 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18806 members 
Mstep: Class 27 contains 20559 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17456 members 
Mstep: Class 30 contains 21558 members 
Mstep: Class 31 contains 23674 members 
Mstep: Class 32 contains 18548 members 
Mstep: Class 33 contains 20482 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210304.000000 Penalty: 106896.671875
Iteration 468Q: 34 clusters Score -8.72103e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21933 members 
Mstep: Class 3 contains 7715 members 
Mstep: Class 4 contains 24296 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 7 contains 33373 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22156 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18318 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 19063 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 29177 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 35343 members 
Mstep: Class 22 contains 21752 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18953 members 
Mstep: Class 27 contains 20583 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17313 members 
Mstep: Class 30 contains 21234 members 
Mstep: Class 31 contains 23640 members 
Mstep: Class 32 contains 18188 members 
Mstep: Class 33 contains 20176 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210328.000000 Penalty: 106896.671875
Iteration 469Q: 34 clusters Score -8.721033e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21942 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 24274 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 7 contains 33382 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22162 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18322 members 
Mstep: Class 13 contains 22177 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 29163 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27531 members 
Mstep: Class 21 contains 35339 members 
Mstep: Class 22 contains 21736 members 
Mstep: Class 23 contains 20510 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18964 members 
Mstep: Class 27 contains 20602 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17711 members 
Mstep: Class 30 contains 20369 members 
Mstep: Class 31 contains 23610 members 
Mstep: Class 32 contains 17878 members 
Mstep: Class 33 contains 20140 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210048.000000 Penalty: 106896.671875
Iteration 470Q: 34 clusters Score -8.721005e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 21939 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 24275 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 7 contains 33396 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22180 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18330 members 
Mstep: Class 13 contains 22186 members 
Mstep: Class 14 contains 10155 members 
Mstep: Class 15 contains 19424 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29154 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27536 members 
Mstep: Class 21 contains 35304 members 
Mstep: Class 22 contains 21751 members 
Mstep: Class 23 contains 20688 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18787 members 
Mstep: Class 27 contains 20631 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18490 members 
Mstep: Class 30 contains 19562 members 
Mstep: Class 31 contains 23564 members 
Mstep: Class 32 contains 17457 members 
Mstep: Class 33 contains 20395 members 
Mstep: Class 34 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210264.000000 Penalty: 106896.671875
Iteration 471Q: 34 clusters Score -8.721026e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 7705 members 
Mstep: Class 4 contains 24264 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 7 contains 33399 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18333 members 
Mstep: Class 13 contains 22187 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27542 members 
Mstep: Class 21 contains 35266 members 
Mstep: Class 22 contains 21763 members 
Mstep: Class 23 contains 19825 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18688 members 
Mstep: Class 27 contains 20655 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19193 members 
Mstep: Class 30 contains 19222 members 
Mstep: Class 31 contains 23557 members 
Mstep: Class 32 contains 17555 members 
Mstep: Class 33 contains 20879 members 
Mstep: Class 34 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210640.000000 Penalty: 106896.671875
Iteration 472Q: 34 clusters Score -8.721064e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 24260 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 7 contains 33386 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18339 members 
Mstep: Class 13 contains 22180 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 15 contains 19379 members 
Mstep: Class 16 contains 4312 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27557 members 
Mstep: Class 21 contains 35233 members 
Mstep: Class 22 contains 21751 members 
Mstep: Class 23 contains 18747 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18555 members 
Mstep: Class 27 contains 20692 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19660 members 
Mstep: Class 30 contains 19510 members 
Mstep: Class 31 contains 23546 members 
Mstep: Class 32 contains 17859 members 
Mstep: Class 33 contains 21203 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210344.000000 Penalty: 106896.671875
Iteration 473Q: 34 clusters Score -8.721034e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21942 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 24250 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33388 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22146 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18334 members 
Mstep: Class 13 contains 22189 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 19194 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 29119 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27552 members 
Mstep: Class 21 contains 35184 members 
Mstep: Class 22 contains 21757 members 
Mstep: Class 23 contains 17943 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18405 members 
Mstep: Class 27 contains 20728 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19497 members 
Mstep: Class 30 contains 20219 members 
Mstep: Class 31 contains 23544 members 
Mstep: Class 32 contains 18280 members 
Mstep: Class 33 contains 21393 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209912.000000 Penalty: 106896.671875
Iteration 474Q: 34 clusters Score -8.720991e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21963 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 24275 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33398 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22160 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 22174 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 29112 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27555 members 
Mstep: Class 21 contains 35137 members 
Mstep: Class 22 contains 21750 members 
Mstep: Class 23 contains 17844 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18488 members 
Mstep: Class 27 contains 20786 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18710 members 
Mstep: Class 30 contains 20983 members 
Mstep: Class 31 contains 23535 members 
Mstep: Class 32 contains 18627 members 
Mstep: Class 33 contains 21252 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209632.000000 Penalty: 106896.671875
Iteration 475Q: 34 clusters Score -8.720963e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21955 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 24302 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 33403 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22163 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 22164 members 
Mstep: Class 14 contains 10117 members 
Mstep: Class 15 contains 18936 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 29101 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27560 members 
Mstep: Class 21 contains 35107 members 
Mstep: Class 22 contains 21783 members 
Mstep: Class 23 contains 18396 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18619 members 
Mstep: Class 27 contains 20820 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17789 members 
Mstep: Class 30 contains 21546 members 
Mstep: Class 31 contains 23562 members 
Mstep: Class 32 contains 18705 members 
Mstep: Class 33 contains 20843 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210096.000000 Penalty: 106896.671875
Iteration 476Q: 34 clusters Score -8.72101e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21956 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 24332 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 33401 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22159 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 22137 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 18985 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 29091 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27575 members 
Mstep: Class 21 contains 35067 members 
Mstep: Class 22 contains 21803 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18774 members 
Mstep: Class 27 contains 20844 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17400 members 
Mstep: Class 30 contains 21637 members 
Mstep: Class 31 contains 23568 members 
Mstep: Class 32 contains 18282 members 
Mstep: Class 33 contains 20359 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210696.000000 Penalty: 106896.671875
Iteration 477Q: 34 clusters Score -8.72107e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21977 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 24324 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 7 contains 33429 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22134 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18349 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 29085 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27580 members 
Mstep: Class 21 contains 35027 members 
Mstep: Class 22 contains 21819 members 
Mstep: Class 23 contains 20222 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18798 members 
Mstep: Class 27 contains 20861 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17538 members 
Mstep: Class 30 contains 21042 members 
Mstep: Class 31 contains 23545 members 
Mstep: Class 32 contains 17966 members 
Mstep: Class 33 contains 20122 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210424.000000 Penalty: 106896.671875
Iteration 478Q: 34 clusters Score -8.721042e+07 nChanged 3057
Entering ConstructFrom: 
Score: -87210424.000000 Penalty: 106896.671875
Entering ConstructFrom: 
Trying to split cluster 1 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -459598.812500 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -459598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -456541.062500 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -456541.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -457290.437500 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -457290.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -457706.843750 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -457706.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -458075.250000 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -458075.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -458480.687500 Penalty: 3906.436035
	Iteration 4F: 3 clusters Score -458480.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -458823.500000 Penalty: 3906.436035
	Iteration 5F: 3 clusters Score -458823.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -459135.843750 Penalty: 3906.436035
	Iteration 6F: 3 clusters Score -459135.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -459277.750000 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -459277.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -459332.531250 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -459332.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -459353.843750 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -459353.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -459368.687500 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -459368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -459372.843750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -459372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -459378.781250 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -459378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -459380.593750 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -459380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -459383.343750 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -459383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -459383.593750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -459383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -459385.875000 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -459385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -459386.593750 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -459386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -459387.000000 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -459387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -459387.000000 Penalty: 3906.436035
	Iteration 19F: 3 clusters Score -459387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Entering Unmasked Estep 
Score: -4102857.250000 Penalty: 2479.352295
	Iteration 0F: 2 clusters Score -4102857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4089001.250000 Penalty: 4958.704590
	Iteration 0F: 3 clusters Score -4089001 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4094252.250000 Penalty: 4958.704590
	Iteration 1F: 3 clusters Score -4094252 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4094677.000000 Penalty: 4958.704590
	Iteration 2F: 3 clusters Score -4094677 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4095027.250000 Penalty: 4958.704590
	Iteration 3Q: 3 clusters Score -4095027 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4095407.000000 Penalty: 4958.704590
	Iteration 4Q: 3 clusters Score -4095407 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4095820.500000 Penalty: 4958.704590
	Iteration 5Q: 3 clusters Score -4095820 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4096327.000000 Penalty: 4958.704590
	Iteration 6Q: 3 clusters Score -4096327 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4096939.250000 Penalty: 4958.704590
	Iteration 7Q: 3 clusters Score -4096939 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4097685.750000 Penalty: 4958.704590
	Iteration 8Q: 3 clusters Score -4097686 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4098529.750000 Penalty: 4958.704590
	Iteration 9F: 3 clusters Score -4098530 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4099252.000000 Penalty: 4958.704590
	Iteration 10F: 3 clusters Score -4099252 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4099756.750000 Penalty: 4958.704590
	Iteration 11Q: 3 clusters Score -4099757 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4100115.000000 Penalty: 4958.704590
	Iteration 12Q: 3 clusters Score -4100115 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4100316.000000 Penalty: 4958.704590
	Iteration 13Q: 3 clusters Score -4100316 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4100439.000000 Penalty: 4958.704590
	Iteration 14Q: 3 clusters Score -4100439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4100547.000000 Penalty: 4958.704590
	Iteration 15Q: 3 clusters Score -4100547 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4100626.250000 Penalty: 4958.704590
	Iteration 16Q: 3 clusters Score -4100626 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4100691.000000 Penalty: 4958.704590
	Iteration 17Q: 3 clusters Score -4100691 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4100742.250000 Penalty: 4958.704590
	Iteration 18Q: 3 clusters Score -4100742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4100770.000000 Penalty: 4958.704590
	Iteration 19Q: 3 clusters Score -4100770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4100794.250000 Penalty: 4958.704590
	Iteration 20F: 3 clusters Score -4100794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -4100794.500000 Penalty: 4958.704590
	Iteration 21Q: 3 clusters Score -4100794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4100814.250000 Penalty: 4958.704590
	Iteration 22Q: 3 clusters Score -4100814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4100826.500000 Penalty: 4958.704590
	Iteration 23Q: 3 clusters Score -4100826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4100831.250000 Penalty: 4958.704590
	Iteration 24Q: 3 clusters Score -4100831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4100851.500000 Penalty: 4958.704590
	Iteration 25Q: 3 clusters Score -4100852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4100848.000000 Penalty: 4958.704590
	Iteration 26Q: 3 clusters Score -4100848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4100857.500000 Penalty: 4958.704590
	Iteration 27Q: 3 clusters Score -4100858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4100857.500000 Penalty: 4958.704590
	Iteration 28Q: 3 clusters Score -4100858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4100863.000000 Penalty: 4958.704590
	Iteration 29Q: 3 clusters Score -4100863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4100859.750000 Penalty: 4958.704590
	Iteration 30Q: 3 clusters Score -4100860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4100860.750000 Penalty: 4958.704590
	Iteration 31Q: 3 clusters Score -4100861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4100863.000000 Penalty: 4958.704590
	Iteration 32Q: 3 clusters Score -4100863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4100863.500000 Penalty: 4958.704590
	Iteration 33Q: 3 clusters Score -4100864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4100865.500000 Penalty: 4958.704590
	Iteration 34Q: 3 clusters Score -4100866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4100862.250000 Penalty: 4958.704590
	Iteration 35Q: 3 clusters Score -4100862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4100862.250000 Penalty: 4958.704590
	Iteration 36F: 3 clusters Score -4100862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -1394609.125000 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -1394609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1388361.000000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -1388361 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1390121.750000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -1390122 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1390578.125000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -1390578 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1391026.875000 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -1391027 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1391439.375000 Penalty: 4438.434082
	Iteration 4F: 3 clusters Score -1391439 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1391865.250000 Penalty: 4438.434082
	Iteration 5F: 3 clusters Score -1391865 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1392343.375000 Penalty: 4438.434082
	Iteration 6F: 3 clusters Score -1392343 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1392829.750000 Penalty: 4438.434082
	Iteration 7F: 3 clusters Score -1392830 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1393251.375000 Penalty: 4438.434082
	Iteration 8F: 3 clusters Score -1393251 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1393559.625000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -1393560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1393758.750000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -1393759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1393870.500000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -1393870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1393917.750000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -1393918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1393944.500000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -1393944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1393962.750000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -1393963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1393970.250000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -1393970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1393973.000000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -1393973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1393977.375000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -1393977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1393980.875000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -1393981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1393982.750000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -1393983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1393984.000000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -1393984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1393986.000000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -1393986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1393986.000000 Penalty: 4438.434082
	Iteration 22F: 3 clusters Score -1393986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Entering Unmasked Estep 
Score: -4522300.500000 Penalty: 2504.473633
	Iteration 0F: 2 clusters Score -4522300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4507047.000000 Penalty: 5008.947266
	Iteration 0F: 3 clusters Score -4507047 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4512740.500000 Penalty: 5008.947266
	Iteration 1F: 3 clusters Score -4512740 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4513136.500000 Penalty: 5008.947266
	Iteration 2F: 3 clusters Score -4513136 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4513453.500000 Penalty: 5008.947266
	Iteration 3Q: 3 clusters Score -4513454 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4513714.000000 Penalty: 5008.947266
	Iteration 4Q: 3 clusters Score -4513714 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4513925.000000 Penalty: 5008.947266
	Iteration 5Q: 3 clusters Score -4513925 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4514150.500000 Penalty: 5008.947266
	Iteration 6Q: 3 clusters Score -4514150 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4514406.500000 Penalty: 5008.947266
	Iteration 7Q: 3 clusters Score -4514406 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4514705.000000 Penalty: 5008.947266
	Iteration 8Q: 3 clusters Score -4514705 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4515025.000000 Penalty: 5008.947266
	Iteration 9Q: 3 clusters Score -4515025 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4515429.000000 Penalty: 5008.947266
	Iteration 10Q: 3 clusters Score -4515429 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4515928.500000 Penalty: 5008.947266
	Iteration 11Q: 3 clusters Score -4515928 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -4516556.500000 Penalty: 5008.947266
	Iteration 12Q: 3 clusters Score -4516556 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4517362.500000 Penalty: 5008.947266
	Iteration 13F: 3 clusters Score -4517362 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4518225.500000 Penalty: 5008.947266
	Iteration 14F: 3 clusters Score -4518226 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4518949.500000 Penalty: 5008.947266
	Iteration 15Q: 3 clusters Score -4518950 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4519466.500000 Penalty: 5008.947266
	Iteration 16Q: 3 clusters Score -4519466 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4519798.500000 Penalty: 5008.947266
	Iteration 17Q: 3 clusters Score -4519798 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -4520050.000000 Penalty: 5008.947266
	Iteration 18Q: 3 clusters Score -4520050 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4520308.000000 Penalty: 5008.947266
	Iteration 19Q: 3 clusters Score -4520308 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4520546.000000 Penalty: 5008.947266
	Iteration 20F: 3 clusters Score -4520546 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4520694.500000 Penalty: 5008.947266
	Iteration 21Q: 3 clusters Score -4520694 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4520810.000000 Penalty: 5008.947266
	Iteration 22Q: 3 clusters Score -4520810 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4520902.500000 Penalty: 5008.947266
	Iteration 23Q: 3 clusters Score -4520902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4520935.000000 Penalty: 5008.947266
	Iteration 24Q: 3 clusters Score -4520935 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4520978.500000 Penalty: 5008.947266
	Iteration 25Q: 3 clusters Score -4520978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4520998.000000 Penalty: 5008.947266
	Iteration 26Q: 3 clusters Score -4520998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4521028.000000 Penalty: 5008.947266
	Iteration 27Q: 3 clusters Score -4521028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4521037.500000 Penalty: 5008.947266
	Iteration 28Q: 3 clusters Score -4521038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4521030.000000 Penalty: 5008.947266
	Iteration 29Q: 3 clusters Score -4521030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4521048.000000 Penalty: 5008.947266
	Iteration 30Q: 3 clusters Score -4521048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -4521054.000000 Penalty: 5008.947266
	Iteration 31Q: 3 clusters Score -4521054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4521045.500000 Penalty: 5008.947266
	Iteration 32Q: 3 clusters Score -4521046 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4521046.000000 Penalty: 5008.947266
	Iteration 33Q: 3 clusters Score -4521046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4521050.000000 Penalty: 5008.947266
	Iteration 34Q: 3 clusters Score -4521050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4521056.500000 Penalty: 5008.947266
	Iteration 35Q: 3 clusters Score -4521056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4521065.500000 Penalty: 5008.947266
	Iteration 36Q: 3 clusters Score -4521066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4521049.000000 Penalty: 5008.947266
	Iteration 37Q: 3 clusters Score -4521049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4521050.000000 Penalty: 5008.947266
	Iteration 38Q: 3 clusters Score -4521050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4521051.500000 Penalty: 5008.947266
	Iteration 39Q: 3 clusters Score -4521052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4521055.000000 Penalty: 5008.947266
	Iteration 40F: 3 clusters Score -4521055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4521047.500000 Penalty: 5008.947266
	Iteration 41Q: 3 clusters Score -4521048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4521038.000000 Penalty: 5008.947266
	Iteration 42Q: 3 clusters Score -4521038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4521043.000000 Penalty: 5008.947266
	Iteration 43Q: 3 clusters Score -4521043 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4521039.500000 Penalty: 5008.947266
	Iteration 44Q: 3 clusters Score -4521040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4521037.500000 Penalty: 5008.947266
	Iteration 45Q: 3 clusters Score -4521038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4521035.500000 Penalty: 5008.947266
	Iteration 46Q: 3 clusters Score -4521036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4521043.000000 Penalty: 5008.947266
	Iteration 47Q: 3 clusters Score -4521043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4521043.000000 Penalty: 5008.947266
	Iteration 48Q: 3 clusters Score -4521043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4521035.000000 Penalty: 5008.947266
	Iteration 49Q: 3 clusters Score -4521035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4521024.000000 Penalty: 5008.947266
	Iteration 50Q: 3 clusters Score -4521024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4521018.500000 Penalty: 5008.947266
	Iteration 51Q: 3 clusters Score -4521018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4521010.000000 Penalty: 5008.947266
	Iteration 52Q: 3 clusters Score -4521010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4521005.000000 Penalty: 5008.947266
	Iteration 53Q: 3 clusters Score -4521005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4521017.000000 Penalty: 5008.947266
	Iteration 54Q: 3 clusters Score -4521017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4521017.000000 Penalty: 5008.947266
	Iteration 55Q: 3 clusters Score -4521017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4521015.500000 Penalty: 5008.947266
	Iteration 56Q: 3 clusters Score -4521016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4521011.500000 Penalty: 5008.947266
	Iteration 57Q: 3 clusters Score -4521012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -4521010.500000 Penalty: 5008.947266
	Iteration 58Q: 3 clusters Score -4521010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4521006.000000 Penalty: 5008.947266
	Iteration 59Q: 3 clusters Score -4521006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4521007.000000 Penalty: 5008.947266
	Iteration 60F: 3 clusters Score -4521007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4521003.000000 Penalty: 5008.947266
	Iteration 61Q: 3 clusters Score -4521003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4521001.500000 Penalty: 5008.947266
	Iteration 62Q: 3 clusters Score -4521002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4521009.000000 Penalty: 5008.947266
	Iteration 63Q: 3 clusters Score -4521009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4521008.000000 Penalty: 5008.947266
	Iteration 64Q: 3 clusters Score -4521008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4521008.000000 Penalty: 5008.947266
	Iteration 65F: 3 clusters Score -4521008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -896827.562500 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -896827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -892239.187500 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -892239.2 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -893404.750000 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -893404.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -893639.437500 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -893639.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -893812.250000 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -893812.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -893952.500000 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -893952.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -894094.812500 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -894094.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -894222.875000 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -894222.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -894332.437500 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -894332.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -894422.062500 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -894422.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -894497.312500 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -894497.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -894554.625000 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -894554.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -894603.125000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -894603.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -894646.625000 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -894646.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -894684.312500 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -894684.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -894720.625000 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -894720.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -894747.250000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -894747.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -894766.812500 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -894766.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -894787.562500 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -894787.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -894798.250000 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -894798.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -894808.937500 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -894808.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -894820.687500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -894820.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -894830.437500 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -894830.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -894836.937500 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -894836.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -894843.750000 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -894843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -894851.687500 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -894851.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -894859.125000 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -894859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -894859.250000 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -894859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -894864.375000 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -894864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -894868.125000 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -894868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -894872.812500 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -894872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -894875.125000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -894875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -894878.250000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -894878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -894881.750000 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -894881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -894885.062500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -894885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -894886.125000 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -894886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -894887.062500 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -894887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -894887.125000 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -894887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -894887.312500 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -894887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -894889.750000 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -894889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -894891.437500 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -894891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -894892.500000 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -894892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -894893.250000 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -894893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -894894.562500 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -894894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -894894.875000 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -894894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -894895.937500 Penalty: 4240.150879
	Iteration 44Q: 3 clusters Score -894895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -894899.000000 Penalty: 4240.150879
	Iteration 45Q: 3 clusters Score -894899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -894900.687500 Penalty: 4240.150879
	Iteration 46Q: 3 clusters Score -894900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -894902.250000 Penalty: 4240.150879
	Iteration 47Q: 3 clusters Score -894902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -894907.000000 Penalty: 4240.150879
	Iteration 48Q: 3 clusters Score -894907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -894905.250000 Penalty: 4240.150879
	Iteration 49Q: 3 clusters Score -894905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -894905.562500 Penalty: 4240.150879
	Iteration 50Q: 3 clusters Score -894905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -894906.875000 Penalty: 4240.150879
	Iteration 51Q: 3 clusters Score -894906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -894906.875000 Penalty: 4240.150879
	Iteration 52F: 3 clusters Score -894906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Entering Unmasked Estep 
Score: -5977697.500000 Penalty: 2583.579102
	Iteration 0F: 2 clusters Score -5977698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5955192.500000 Penalty: 5167.158203
	Iteration 0F: 3 clusters Score -5955192 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5963602.000000 Penalty: 5167.158203
	Iteration 1F: 3 clusters Score -5963602 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5964107.000000 Penalty: 5167.158203
	Iteration 2Q: 3 clusters Score -5964107 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5964585.500000 Penalty: 5167.158203
	Iteration 3Q: 3 clusters Score -5964586 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5965063.000000 Penalty: 5167.158203
	Iteration 4Q: 3 clusters Score -5965063 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -5965587.500000 Penalty: 5167.158203
	Iteration 5Q: 3 clusters Score -5965588 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5966277.500000 Penalty: 5167.158203
	Iteration 6Q: 3 clusters Score -5966278 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5967124.500000 Penalty: 5167.158203
	Iteration 7Q: 3 clusters Score -5967124 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5968070.500000 Penalty: 5167.158203
	Iteration 8Q: 3 clusters Score -5968070 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5969096.500000 Penalty: 5167.158203
	Iteration 9Q: 3 clusters Score -5969096 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5970000.000000 Penalty: 5167.158203
	Iteration 10Q: 3 clusters Score -5970000 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5970729.500000 Penalty: 5167.158203
	Iteration 11Q: 3 clusters Score -5970730 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5971207.500000 Penalty: 5167.158203
	Iteration 12Q: 3 clusters Score -5971208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5971483.500000 Penalty: 5167.158203
	Iteration 13Q: 3 clusters Score -5971484 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -5971603.000000 Penalty: 5167.158203
	Iteration 14Q: 3 clusters Score -5971603 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5971771.000000 Penalty: 5167.158203
	Iteration 15Q: 3 clusters Score -5971771 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5971841.000000 Penalty: 5167.158203
	Iteration 16Q: 3 clusters Score -5971841 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5971964.000000 Penalty: 5167.158203
	Iteration 17Q: 3 clusters Score -5971964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5972041.500000 Penalty: 5167.158203
	Iteration 18Q: 3 clusters Score -5972042 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5972147.500000 Penalty: 5167.158203
	Iteration 19Q: 3 clusters Score -5972148 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5972224.500000 Penalty: 5167.158203
	Iteration 20F: 3 clusters Score -5972224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -5972305.500000 Penalty: 5167.158203
	Iteration 21Q: 3 clusters Score -5972306 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5972401.500000 Penalty: 5167.158203
	Iteration 22Q: 3 clusters Score -5972402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -5972472.500000 Penalty: 5167.158203
	Iteration 23Q: 3 clusters Score -5972472 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5972588.500000 Penalty: 5167.158203
	Iteration 24Q: 3 clusters Score -5972588 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5972670.500000 Penalty: 5167.158203
	Iteration 25Q: 3 clusters Score -5972670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5972741.000000 Penalty: 5167.158203
	Iteration 26Q: 3 clusters Score -5972741 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5972814.000000 Penalty: 5167.158203
	Iteration 27Q: 3 clusters Score -5972814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5972893.500000 Penalty: 5167.158203
	Iteration 28Q: 3 clusters Score -5972894 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5972975.000000 Penalty: 5167.158203
	Iteration 29Q: 3 clusters Score -5972975 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5973082.500000 Penalty: 5167.158203
	Iteration 30Q: 3 clusters Score -5973082 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5973175.500000 Penalty: 5167.158203
	Iteration 31Q: 3 clusters Score -5973176 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5973278.500000 Penalty: 5167.158203
	Iteration 32Q: 3 clusters Score -5973278 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -5973355.000000 Penalty: 5167.158203
	Iteration 33Q: 3 clusters Score -5973355 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5973425.000000 Penalty: 5167.158203
	Iteration 34Q: 3 clusters Score -5973425 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5973509.500000 Penalty: 5167.158203
	Iteration 35Q: 3 clusters Score -5973510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -5973596.000000 Penalty: 5167.158203
	Iteration 36Q: 3 clusters Score -5973596 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -5973685.000000 Penalty: 5167.158203
	Iteration 37Q: 3 clusters Score -5973685 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5973757.500000 Penalty: 5167.158203
	Iteration 38Q: 3 clusters Score -5973758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5973860.000000 Penalty: 5167.158203
	Iteration 39Q: 3 clusters Score -5973860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5973950.000000 Penalty: 5167.158203
	Iteration 40F: 3 clusters Score -5973950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5974038.000000 Penalty: 5167.158203
	Iteration 41Q: 3 clusters Score -5974038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -5974086.000000 Penalty: 5167.158203
	Iteration 42Q: 3 clusters Score -5974086 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -5974180.500000 Penalty: 5167.158203
	Iteration 43Q: 3 clusters Score -5974180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -5974275.500000 Penalty: 5167.158203
	Iteration 44Q: 3 clusters Score -5974276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -5974364.500000 Penalty: 5167.158203
	Iteration 45Q: 3 clusters Score -5974364 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -5974441.000000 Penalty: 5167.158203
	Iteration 46Q: 3 clusters Score -5974441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5974515.000000 Penalty: 5167.158203
	Iteration 47Q: 3 clusters Score -5974515 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -5974581.500000 Penalty: 5167.158203
	Iteration 48Q: 3 clusters Score -5974582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -5974678.500000 Penalty: 5167.158203
	Iteration 49Q: 3 clusters Score -5974678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -5974729.000000 Penalty: 5167.158203
	Iteration 50Q: 3 clusters Score -5974729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -5974789.500000 Penalty: 5167.158203
	Iteration 51Q: 3 clusters Score -5974790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -5974841.000000 Penalty: 5167.158203
	Iteration 52Q: 3 clusters Score -5974841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -5974883.500000 Penalty: 5167.158203
	Iteration 53Q: 3 clusters Score -5974884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -5974918.000000 Penalty: 5167.158203
	Iteration 54Q: 3 clusters Score -5974918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -5974939.000000 Penalty: 5167.158203
	Iteration 55Q: 3 clusters Score -5974939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -5974966.500000 Penalty: 5167.158203
	Iteration 56Q: 3 clusters Score -5974966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5974989.000000 Penalty: 5167.158203
	Iteration 57Q: 3 clusters Score -5974989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5974996.500000 Penalty: 5167.158203
	Iteration 58Q: 3 clusters Score -5974996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -5975023.500000 Penalty: 5167.158203
	Iteration 59Q: 3 clusters Score -5975024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5975027.500000 Penalty: 5167.158203
	Iteration 60F: 3 clusters Score -5975028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -5975070.000000 Penalty: 5167.158203
	Iteration 61Q: 3 clusters Score -5975070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5975104.000000 Penalty: 5167.158203
	Iteration 62Q: 3 clusters Score -5975104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5975122.500000 Penalty: 5167.158203
	Iteration 63Q: 3 clusters Score -5975122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5975155.500000 Penalty: 5167.158203
	Iteration 64Q: 3 clusters Score -5975156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5975181.000000 Penalty: 5167.158203
	Iteration 65Q: 3 clusters Score -5975181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -5975207.000000 Penalty: 5167.158203
	Iteration 66Q: 3 clusters Score -5975207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5975225.000000 Penalty: 5167.158203
	Iteration 67Q: 3 clusters Score -5975225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -5975238.500000 Penalty: 5167.158203
	Iteration 68Q: 3 clusters Score -5975238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -5975258.500000 Penalty: 5167.158203
	Iteration 69Q: 3 clusters Score -5975258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5975263.000000 Penalty: 5167.158203
	Iteration 70Q: 3 clusters Score -5975263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5975279.500000 Penalty: 5167.158203
	Iteration 71Q: 3 clusters Score -5975280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5975288.500000 Penalty: 5167.158203
	Iteration 72Q: 3 clusters Score -5975288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5975302.000000 Penalty: 5167.158203
	Iteration 73Q: 3 clusters Score -5975302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5975312.000000 Penalty: 5167.158203
	Iteration 74Q: 3 clusters Score -5975312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -5975324.500000 Penalty: 5167.158203
	Iteration 75Q: 3 clusters Score -5975324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -5975337.500000 Penalty: 5167.158203
	Iteration 76Q: 3 clusters Score -5975338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5975334.500000 Penalty: 5167.158203
	Iteration 77Q: 3 clusters Score -5975334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -5975341.000000 Penalty: 5167.158203
	Iteration 78Q: 3 clusters Score -5975341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -5975338.500000 Penalty: 5167.158203
	Iteration 79Q: 3 clusters Score -5975338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5975334.000000 Penalty: 5167.158203
	Iteration 80F: 3 clusters Score -5975334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -5975332.500000 Penalty: 5167.158203
	Iteration 81Q: 3 clusters Score -5975332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -5975339.000000 Penalty: 5167.158203
	Iteration 82Q: 3 clusters Score -5975339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5975342.500000 Penalty: 5167.158203
	Iteration 83Q: 3 clusters Score -5975342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5975342.500000 Penalty: 5167.158203
	Iteration 84F: 3 clusters Score -5975342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26657.851562 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26657.85 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 112 members 
Entering Unmasked Estep 
Score: -25720.875000 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -25720.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26071.884766 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -26071.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26205.029297 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -26205.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26250.296875 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -26250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26339.164062 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -26339.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26368.324219 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -26368.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26400.138672 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -26400.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26420.523438 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -26420.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26448.281250 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -26448.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26473.968750 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -26473.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26473.968750 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -26473.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Entering Unmasked Estep 
Score: -4113623.000000 Penalty: 2481.218994
	Iteration 0F: 2 clusters Score -4113623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -4099594.250000 Penalty: 4962.437988
	Iteration 0F: 3 clusters Score -4099594 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4104886.250000 Penalty: 4962.437988
	Iteration 1F: 3 clusters Score -4104886 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4105313.250000 Penalty: 4962.437988
	Iteration 2Q: 3 clusters Score -4105313 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4105685.000000 Penalty: 4962.437988
	Iteration 3Q: 3 clusters Score -4105685 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4106013.250000 Penalty: 4962.437988
	Iteration 4Q: 3 clusters Score -4106013 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4106299.250000 Penalty: 4962.437988
	Iteration 5Q: 3 clusters Score -4106299 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4106608.250000 Penalty: 4962.437988
	Iteration 6Q: 3 clusters Score -4106608 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4106921.000000 Penalty: 4962.437988
	Iteration 7Q: 3 clusters Score -4106921 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4107268.000000 Penalty: 4962.437988
	Iteration 8Q: 3 clusters Score -4107268 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4107644.750000 Penalty: 4962.437988
	Iteration 9Q: 3 clusters Score -4107645 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4108034.750000 Penalty: 4962.437988
	Iteration 10Q: 3 clusters Score -4108035 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4108409.750000 Penalty: 4962.437988
	Iteration 11Q: 3 clusters Score -4108410 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4108794.500000 Penalty: 4962.437988
	Iteration 12Q: 3 clusters Score -4108794 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4109186.750000 Penalty: 4962.437988
	Iteration 13Q: 3 clusters Score -4109187 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4109560.000000 Penalty: 4962.437988
	Iteration 14Q: 3 clusters Score -4109560 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4109794.500000 Penalty: 4962.437988
	Iteration 15Q: 3 clusters Score -4109794 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4110029.000000 Penalty: 4962.437988
	Iteration 16Q: 3 clusters Score -4110029 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4110222.500000 Penalty: 4962.437988
	Iteration 17Q: 3 clusters Score -4110222 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4110375.000000 Penalty: 4962.437988
	Iteration 18Q: 3 clusters Score -4110375 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4110506.250000 Penalty: 4962.437988
	Iteration 19Q: 3 clusters Score -4110506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4110630.750000 Penalty: 4962.437988
	Iteration 20F: 3 clusters Score -4110631 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4110792.250000 Penalty: 4962.437988
	Iteration 21Q: 3 clusters Score -4110792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4110894.750000 Penalty: 4962.437988
	Iteration 22Q: 3 clusters Score -4110895 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4110991.000000 Penalty: 4962.437988
	Iteration 23Q: 3 clusters Score -4110991 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4111072.250000 Penalty: 4962.437988
	Iteration 24Q: 3 clusters Score -4111072 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4111151.750000 Penalty: 4962.437988
	Iteration 25Q: 3 clusters Score -4111152 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4111245.750000 Penalty: 4962.437988
	Iteration 26Q: 3 clusters Score -4111246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4111325.500000 Penalty: 4962.437988
	Iteration 27Q: 3 clusters Score -4111326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4111397.750000 Penalty: 4962.437988
	Iteration 28Q: 3 clusters Score -4111398 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4111452.750000 Penalty: 4962.437988
	Iteration 29Q: 3 clusters Score -4111453 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4111524.500000 Penalty: 4962.437988
	Iteration 30Q: 3 clusters Score -4111524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4111596.000000 Penalty: 4962.437988
	Iteration 31Q: 3 clusters Score -4111596 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4111634.500000 Penalty: 4962.437988
	Iteration 32Q: 3 clusters Score -4111634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4111680.500000 Penalty: 4962.437988
	Iteration 33Q: 3 clusters Score -4111680 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4111706.250000 Penalty: 4962.437988
	Iteration 34Q: 3 clusters Score -4111706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4111735.000000 Penalty: 4962.437988
	Iteration 35Q: 3 clusters Score -4111735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4111770.250000 Penalty: 4962.437988
	Iteration 36Q: 3 clusters Score -4111770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4111795.500000 Penalty: 4962.437988
	Iteration 37Q: 3 clusters Score -4111796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4111813.750000 Penalty: 4962.437988
	Iteration 38Q: 3 clusters Score -4111814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4111829.250000 Penalty: 4962.437988
	Iteration 39Q: 3 clusters Score -4111829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4111840.750000 Penalty: 4962.437988
	Iteration 40F: 3 clusters Score -4111841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4111852.250000 Penalty: 4962.437988
	Iteration 41Q: 3 clusters Score -4111852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4111868.500000 Penalty: 4962.437988
	Iteration 42Q: 3 clusters Score -4111868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4111890.000000 Penalty: 4962.437988
	Iteration 43Q: 3 clusters Score -4111890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4111910.500000 Penalty: 4962.437988
	Iteration 44Q: 3 clusters Score -4111910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4111933.000000 Penalty: 4962.437988
	Iteration 45Q: 3 clusters Score -4111933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4111941.000000 Penalty: 4962.437988
	Iteration 46Q: 3 clusters Score -4111941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4111956.000000 Penalty: 4962.437988
	Iteration 47Q: 3 clusters Score -4111956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4111959.000000 Penalty: 4962.437988
	Iteration 48Q: 3 clusters Score -4111959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4111968.000000 Penalty: 4962.437988
	Iteration 49Q: 3 clusters Score -4111968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4111974.500000 Penalty: 4962.437988
	Iteration 50Q: 3 clusters Score -4111974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4111985.500000 Penalty: 4962.437988
	Iteration 51Q: 3 clusters Score -4111986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4111991.750000 Penalty: 4962.437988
	Iteration 52Q: 3 clusters Score -4111992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4111986.500000 Penalty: 4962.437988
	Iteration 53Q: 3 clusters Score -4111986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4111992.750000 Penalty: 4962.437988
	Iteration 54Q: 3 clusters Score -4111993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4111990.000000 Penalty: 4962.437988
	Iteration 55Q: 3 clusters Score -4111990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4111993.750000 Penalty: 4962.437988
	Iteration 56Q: 3 clusters Score -4111994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4111993.750000 Penalty: 4962.437988
	Iteration 57Q: 3 clusters Score -4111994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4111994.250000 Penalty: 4962.437988
	Iteration 58Q: 3 clusters Score -4111994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4112001.000000 Penalty: 4962.437988
	Iteration 59Q: 3 clusters Score -4112001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4112008.500000 Penalty: 4962.437988
	Iteration 60F: 3 clusters Score -4112008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4112007.500000 Penalty: 4962.437988
	Iteration 61Q: 3 clusters Score -4112008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4112001.000000 Penalty: 4962.437988
	Iteration 62Q: 3 clusters Score -4112001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4112004.250000 Penalty: 4962.437988
	Iteration 63Q: 3 clusters Score -4112004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4112007.000000 Penalty: 4962.437988
	Iteration 64Q: 3 clusters Score -4112007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4112005.750000 Penalty: 4962.437988
	Iteration 65Q: 3 clusters Score -4112006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4112012.250000 Penalty: 4962.437988
	Iteration 66Q: 3 clusters Score -4112012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4112012.750000 Penalty: 4962.437988
	Iteration 67Q: 3 clusters Score -4112013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4112010.250000 Penalty: 4962.437988
	Iteration 68Q: 3 clusters Score -4112010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4112011.500000 Penalty: 4962.437988
	Iteration 69Q: 3 clusters Score -4112012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4112013.250000 Penalty: 4962.437988
	Iteration 70Q: 3 clusters Score -4112013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4112012.750000 Penalty: 4962.437988
	Iteration 71Q: 3 clusters Score -4112013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4112007.250000 Penalty: 4962.437988
	Iteration 72Q: 3 clusters Score -4112007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4112012.000000 Penalty: 4962.437988
	Iteration 73Q: 3 clusters Score -4112012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4112016.250000 Penalty: 4962.437988
	Iteration 74Q: 3 clusters Score -4112016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4112013.000000 Penalty: 4962.437988
	Iteration 75Q: 3 clusters Score -4112013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4112011.750000 Penalty: 4962.437988
	Iteration 76Q: 3 clusters Score -4112012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4112008.000000 Penalty: 4962.437988
	Iteration 77Q: 3 clusters Score -4112008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4112010.000000 Penalty: 4962.437988
	Iteration 78Q: 3 clusters Score -4112010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4112009.750000 Penalty: 4962.437988
	Iteration 79Q: 3 clusters Score -4112010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4112014.750000 Penalty: 4962.437988
	Iteration 80F: 3 clusters Score -4112015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4112012.000000 Penalty: 4962.437988
	Iteration 81Q: 3 clusters Score -4112012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4112016.000000 Penalty: 4962.437988
	Iteration 82Q: 3 clusters Score -4112016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4112011.000000 Penalty: 4962.437988
	Iteration 83Q: 3 clusters Score -4112011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4112011.750000 Penalty: 4962.437988
	Iteration 84Q: 3 clusters Score -4112012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4112017.250000 Penalty: 4962.437988
	Iteration 85Q: 3 clusters Score -4112017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4112016.250000 Penalty: 4962.437988
	Iteration 86Q: 3 clusters Score -4112016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4112016.000000 Penalty: 4962.437988
	Iteration 87Q: 3 clusters Score -4112016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4112015.750000 Penalty: 4962.437988
	Iteration 88Q: 3 clusters Score -4112016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4112017.500000 Penalty: 4962.437988
	Iteration 89Q: 3 clusters Score -4112018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4112016.500000 Penalty: 4962.437988
	Iteration 90Q: 3 clusters Score -4112016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4112016.500000 Penalty: 4962.437988
	Iteration 91F: 3 clusters Score -4112016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -223066.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -223066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -220974.187500 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220974.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221531.140625 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221531.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -221917.640625 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -221917.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -222333.390625 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -222333.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222623.859375 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -222623.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -222760.984375 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -222761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -222839.000000 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -222839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -222904.484375 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -222941.000000 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -222963.281250 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222963.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -222973.406250 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222981.203125 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -222985.359375 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222987.078125 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222989.390625 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -222989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222989.390625 Penalty: 3556.379395
	Iteration 15F: 3 clusters Score -222989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -83266.375000 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -83266.38 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 261 members 
Entering Unmasked Estep 
Score: -81864.007812 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -81864.01 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82169.632812 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -82169.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82356.484375 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -82356.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82515.960938 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -82515.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82606.914062 Penalty: 3109.471680
	Iteration 4F: 3 clusters Score -82606.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82676.687500 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -82676.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -82701.867188 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -82701.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -82734.906250 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -82734.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -82761.773438 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -82761.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -82779.859375 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -82779.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -82784.765625 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -82784.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82797.093750 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -82797.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82802.414062 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -82802.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82806.507812 Penalty: 3109.471680
	Iteration 13F: 3 clusters Score -82806.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82819.828125 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -82819.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82819.828125 Penalty: 3109.471680
	Iteration 15F: 3 clusters Score -82819.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Entering Unmasked Estep 
Score: -3265987.500000 Penalty: 2434.724854
	Iteration 0F: 2 clusters Score -3265988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3253061.000000 Penalty: 4869.449707
	Iteration 0F: 3 clusters Score -3253061 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3257120.000000 Penalty: 4869.449707
	Iteration 1F: 3 clusters Score -3257120 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3257441.250000 Penalty: 4869.449707
	Iteration 2F: 3 clusters Score -3257441 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3257702.250000 Penalty: 4869.449707
	Iteration 3Q: 3 clusters Score -3257702 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3257923.000000 Penalty: 4869.449707
	Iteration 4Q: 3 clusters Score -3257923 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3258140.250000 Penalty: 4869.449707
	Iteration 5Q: 3 clusters Score -3258140 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3258413.000000 Penalty: 4869.449707
	Iteration 6Q: 3 clusters Score -3258413 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3258685.750000 Penalty: 4869.449707
	Iteration 7Q: 3 clusters Score -3258686 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3258959.500000 Penalty: 4869.449707
	Iteration 8Q: 3 clusters Score -3258960 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3259221.500000 Penalty: 4869.449707
	Iteration 9Q: 3 clusters Score -3259222 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3259521.000000 Penalty: 4869.449707
	Iteration 10Q: 3 clusters Score -3259521 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3259808.750000 Penalty: 4869.449707
	Iteration 11Q: 3 clusters Score -3259809 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3260161.000000 Penalty: 4869.449707
	Iteration 12Q: 3 clusters Score -3260161 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3260579.750000 Penalty: 4869.449707
	Iteration 13Q: 3 clusters Score -3260580 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3261038.000000 Penalty: 4869.449707
	Iteration 14Q: 3 clusters Score -3261038 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3261459.500000 Penalty: 4869.449707
	Iteration 15Q: 3 clusters Score -3261460 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3261730.500000 Penalty: 4869.449707
	Iteration 16Q: 3 clusters Score -3261730 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3261901.750000 Penalty: 4869.449707
	Iteration 17Q: 3 clusters Score -3261902 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3262015.000000 Penalty: 4869.449707
	Iteration 18Q: 3 clusters Score -3262015 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3262106.500000 Penalty: 4869.449707
	Iteration 19Q: 3 clusters Score -3262106 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -3262223.500000 Penalty: 4869.449707
	Iteration 20F: 3 clusters Score -3262224 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3262311.250000 Penalty: 4869.449707
	Iteration 21Q: 3 clusters Score -3262311 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3262398.000000 Penalty: 4869.449707
	Iteration 22Q: 3 clusters Score -3262398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3262491.500000 Penalty: 4869.449707
	Iteration 23Q: 3 clusters Score -3262492 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3262573.000000 Penalty: 4869.449707
	Iteration 24Q: 3 clusters Score -3262573 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3262648.750000 Penalty: 4869.449707
	Iteration 25Q: 3 clusters Score -3262649 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3262707.000000 Penalty: 4869.449707
	Iteration 26Q: 3 clusters Score -3262707 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3262756.750000 Penalty: 4869.449707
	Iteration 27Q: 3 clusters Score -3262757 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3262799.750000 Penalty: 4869.449707
	Iteration 28Q: 3 clusters Score -3262800 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3262834.500000 Penalty: 4869.449707
	Iteration 29Q: 3 clusters Score -3262834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3262864.500000 Penalty: 4869.449707
	Iteration 30Q: 3 clusters Score -3262864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3262906.000000 Penalty: 4869.449707
	Iteration 31Q: 3 clusters Score -3262906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3262948.000000 Penalty: 4869.449707
	Iteration 32Q: 3 clusters Score -3262948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3262990.500000 Penalty: 4869.449707
	Iteration 33Q: 3 clusters Score -3262990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3263030.250000 Penalty: 4869.449707
	Iteration 34Q: 3 clusters Score -3263030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3263055.250000 Penalty: 4869.449707
	Iteration 35Q: 3 clusters Score -3263055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3263083.000000 Penalty: 4869.449707
	Iteration 36Q: 3 clusters Score -3263083 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3263123.500000 Penalty: 4869.449707
	Iteration 37Q: 3 clusters Score -3263124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3263160.250000 Penalty: 4869.449707
	Iteration 38Q: 3 clusters Score -3263160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3263202.000000 Penalty: 4869.449707
	Iteration 39Q: 3 clusters Score -3263202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3263238.250000 Penalty: 4869.449707
	Iteration 40F: 3 clusters Score -3263238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3263276.500000 Penalty: 4869.449707
	Iteration 41Q: 3 clusters Score -3263276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3263311.500000 Penalty: 4869.449707
	Iteration 42Q: 3 clusters Score -3263312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3263344.500000 Penalty: 4869.449707
	Iteration 43Q: 3 clusters Score -3263344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3263395.250000 Penalty: 4869.449707
	Iteration 44Q: 3 clusters Score -3263395 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3263436.000000 Penalty: 4869.449707
	Iteration 45Q: 3 clusters Score -3263436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3263472.500000 Penalty: 4869.449707
	Iteration 46Q: 3 clusters Score -3263472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3263504.000000 Penalty: 4869.449707
	Iteration 47Q: 3 clusters Score -3263504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3263533.500000 Penalty: 4869.449707
	Iteration 48Q: 3 clusters Score -3263534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3263554.750000 Penalty: 4869.449707
	Iteration 49Q: 3 clusters Score -3263555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3263579.750000 Penalty: 4869.449707
	Iteration 50Q: 3 clusters Score -3263580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3263604.500000 Penalty: 4869.449707
	Iteration 51Q: 3 clusters Score -3263604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3263621.750000 Penalty: 4869.449707
	Iteration 52Q: 3 clusters Score -3263622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3263644.500000 Penalty: 4869.449707
	Iteration 53Q: 3 clusters Score -3263644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3263676.500000 Penalty: 4869.449707
	Iteration 54Q: 3 clusters Score -3263676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3263708.500000 Penalty: 4869.449707
	Iteration 55Q: 3 clusters Score -3263708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3263744.500000 Penalty: 4869.449707
	Iteration 56Q: 3 clusters Score -3263744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3263782.500000 Penalty: 4869.449707
	Iteration 57Q: 3 clusters Score -3263782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3263820.250000 Penalty: 4869.449707
	Iteration 58Q: 3 clusters Score -3263820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3263852.500000 Penalty: 4869.449707
	Iteration 59Q: 3 clusters Score -3263852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3263887.250000 Penalty: 4869.449707
	Iteration 60F: 3 clusters Score -3263887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3263926.250000 Penalty: 4869.449707
	Iteration 61Q: 3 clusters Score -3263926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3263942.500000 Penalty: 4869.449707
	Iteration 62Q: 3 clusters Score -3263942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3263979.000000 Penalty: 4869.449707
	Iteration 63Q: 3 clusters Score -3263979 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3263991.250000 Penalty: 4869.449707
	Iteration 64Q: 3 clusters Score -3263991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3263998.750000 Penalty: 4869.449707
	Iteration 65Q: 3 clusters Score -3263999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3264017.750000 Penalty: 4869.449707
	Iteration 66Q: 3 clusters Score -3264018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3264027.000000 Penalty: 4869.449707
	Iteration 67Q: 3 clusters Score -3264027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3264054.500000 Penalty: 4869.449707
	Iteration 68Q: 3 clusters Score -3264054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3264080.750000 Penalty: 4869.449707
	Iteration 69Q: 3 clusters Score -3264081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3264111.250000 Penalty: 4869.449707
	Iteration 70Q: 3 clusters Score -3264111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3264136.750000 Penalty: 4869.449707
	Iteration 71Q: 3 clusters Score -3264137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3264164.500000 Penalty: 4869.449707
	Iteration 72Q: 3 clusters Score -3264164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3264195.250000 Penalty: 4869.449707
	Iteration 73Q: 3 clusters Score -3264195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3264226.500000 Penalty: 4869.449707
	Iteration 74Q: 3 clusters Score -3264226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -3264255.000000 Penalty: 4869.449707
	Iteration 75Q: 3 clusters Score -3264255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -3264295.000000 Penalty: 4869.449707
	Iteration 76Q: 3 clusters Score -3264295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3264327.500000 Penalty: 4869.449707
	Iteration 77Q: 3 clusters Score -3264328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3264374.000000 Penalty: 4869.449707
	Iteration 78Q: 3 clusters Score -3264374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3264431.750000 Penalty: 4869.449707
	Iteration 79Q: 3 clusters Score -3264432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3264473.000000 Penalty: 4869.449707
	Iteration 80F: 3 clusters Score -3264473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3264519.750000 Penalty: 4869.449707
	Iteration 81Q: 3 clusters Score -3264520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3264566.250000 Penalty: 4869.449707
	Iteration 82Q: 3 clusters Score -3264566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3264615.750000 Penalty: 4869.449707
	Iteration 83Q: 3 clusters Score -3264616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3264643.250000 Penalty: 4869.449707
	Iteration 84Q: 3 clusters Score -3264643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3264683.500000 Penalty: 4869.449707
	Iteration 85Q: 3 clusters Score -3264684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3264738.000000 Penalty: 4869.449707
	Iteration 86Q: 3 clusters Score -3264738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3264768.750000 Penalty: 4869.449707
	Iteration 87Q: 3 clusters Score -3264769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3264816.750000 Penalty: 4869.449707
	Iteration 88Q: 3 clusters Score -3264817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3264863.750000 Penalty: 4869.449707
	Iteration 89Q: 3 clusters Score -3264864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3264907.000000 Penalty: 4869.449707
	Iteration 90Q: 3 clusters Score -3264907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3264954.250000 Penalty: 4869.449707
	Iteration 91Q: 3 clusters Score -3264954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3264974.750000 Penalty: 4869.449707
	Iteration 92Q: 3 clusters Score -3264975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3264992.250000 Penalty: 4869.449707
	Iteration 93Q: 3 clusters Score -3264992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3265027.250000 Penalty: 4869.449707
	Iteration 94Q: 3 clusters Score -3265027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3265055.250000 Penalty: 4869.449707
	Iteration 95Q: 3 clusters Score -3265055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3265085.750000 Penalty: 4869.449707
	Iteration 96Q: 3 clusters Score -3265086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3265106.000000 Penalty: 4869.449707
	Iteration 97Q: 3 clusters Score -3265106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3265134.000000 Penalty: 4869.449707
	Iteration 98Q: 3 clusters Score -3265134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3265150.500000 Penalty: 4869.449707
	Iteration 99Q: 3 clusters Score -3265150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3265174.000000 Penalty: 4869.449707
	Iteration 100F: 3 clusters Score -3265174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3265190.500000 Penalty: 4869.449707
	Iteration 101Q: 3 clusters Score -3265190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3265205.000000 Penalty: 4869.449707
	Iteration 102Q: 3 clusters Score -3265205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3265213.500000 Penalty: 4869.449707
	Iteration 103Q: 3 clusters Score -3265214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3265218.250000 Penalty: 4869.449707
	Iteration 104Q: 3 clusters Score -3265218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3265224.000000 Penalty: 4869.449707
	Iteration 105Q: 3 clusters Score -3265224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3265226.500000 Penalty: 4869.449707
	Iteration 106Q: 3 clusters Score -3265226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3265226.500000 Penalty: 4869.449707
	Iteration 107Q: 3 clusters Score -3265226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3265231.250000 Penalty: 4869.449707
	Iteration 108Q: 3 clusters Score -3265231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3265231.250000 Penalty: 4869.449707
	Iteration 109F: 3 clusters Score -3265231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Entering Unmasked Estep 
Score: -4172172.750000 Penalty: 2481.095703
	Iteration 0F: 2 clusters Score -4172173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4158268.250000 Penalty: 4962.191406
	Iteration 0F: 3 clusters Score -4158268 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -4163413.000000 Penalty: 4962.191406
	Iteration 1F: 3 clusters Score -4163413 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4163770.500000 Penalty: 4962.191406
	Iteration 2F: 3 clusters Score -4163770 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4164055.500000 Penalty: 4962.191406
	Iteration 3Q: 3 clusters Score -4164056 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4164256.000000 Penalty: 4962.191406
	Iteration 4Q: 3 clusters Score -4164256 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4164500.500000 Penalty: 4962.191406
	Iteration 5Q: 3 clusters Score -4164500 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4164737.250000 Penalty: 4962.191406
	Iteration 6Q: 3 clusters Score -4164737 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4165074.000000 Penalty: 4962.191406
	Iteration 7Q: 3 clusters Score -4165074 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4165525.500000 Penalty: 4962.191406
	Iteration 8Q: 3 clusters Score -4165526 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4166101.500000 Penalty: 4962.191406
	Iteration 9Q: 3 clusters Score -4166102 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4166870.250000 Penalty: 4962.191406
	Iteration 10F: 3 clusters Score -4166870 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4167893.250000 Penalty: 4962.191406
	Iteration 11F: 3 clusters Score -4167893 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4168863.000000 Penalty: 4962.191406
	Iteration 12Q: 3 clusters Score -4168863 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4169496.000000 Penalty: 4962.191406
	Iteration 13Q: 3 clusters Score -4169496 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4169916.000000 Penalty: 4962.191406
	Iteration 14Q: 3 clusters Score -4169916 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4170099.750000 Penalty: 4962.191406
	Iteration 15Q: 3 clusters Score -4170100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4170203.750000 Penalty: 4962.191406
	Iteration 16Q: 3 clusters Score -4170204 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4170251.500000 Penalty: 4962.191406
	Iteration 17Q: 3 clusters Score -4170252 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4170267.750000 Penalty: 4962.191406
	Iteration 18Q: 3 clusters Score -4170268 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4170283.500000 Penalty: 4962.191406
	Iteration 19Q: 3 clusters Score -4170284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4170282.000000 Penalty: 4962.191406
	Iteration 20F: 3 clusters Score -4170282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4170277.500000 Penalty: 4962.191406
	Iteration 21Q: 3 clusters Score -4170278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4170297.750000 Penalty: 4962.191406
	Iteration 22Q: 3 clusters Score -4170298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4170318.750000 Penalty: 4962.191406
	Iteration 23Q: 3 clusters Score -4170319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4170330.250000 Penalty: 4962.191406
	Iteration 24Q: 3 clusters Score -4170330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4170323.250000 Penalty: 4962.191406
	Iteration 25Q: 3 clusters Score -4170323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4170325.500000 Penalty: 4962.191406
	Iteration 26Q: 3 clusters Score -4170326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4170335.000000 Penalty: 4962.191406
	Iteration 27Q: 3 clusters Score -4170335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -4170340.250000 Penalty: 4962.191406
	Iteration 28Q: 3 clusters Score -4170340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4170348.500000 Penalty: 4962.191406
	Iteration 29Q: 3 clusters Score -4170348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4170352.750000 Penalty: 4962.191406
	Iteration 30Q: 3 clusters Score -4170353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -4170354.000000 Penalty: 4962.191406
	Iteration 31Q: 3 clusters Score -4170354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -4170355.750000 Penalty: 4962.191406
	Iteration 32Q: 3 clusters Score -4170356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4170361.750000 Penalty: 4962.191406
	Iteration 33Q: 3 clusters Score -4170362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4170361.500000 Penalty: 4962.191406
	Iteration 34Q: 3 clusters Score -4170362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4170369.000000 Penalty: 4962.191406
	Iteration 35Q: 3 clusters Score -4170369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4170368.500000 Penalty: 4962.191406
	Iteration 36Q: 3 clusters Score -4170368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4170371.250000 Penalty: 4962.191406
	Iteration 37Q: 3 clusters Score -4170371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4170369.250000 Penalty: 4962.191406
	Iteration 38Q: 3 clusters Score -4170369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4170366.250000 Penalty: 4962.191406
	Iteration 39Q: 3 clusters Score -4170366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4170364.750000 Penalty: 4962.191406
	Iteration 40F: 3 clusters Score -4170365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4170368.750000 Penalty: 4962.191406
	Iteration 41Q: 3 clusters Score -4170369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4170370.000000 Penalty: 4962.191406
	Iteration 42Q: 3 clusters Score -4170370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4170368.750000 Penalty: 4962.191406
	Iteration 43Q: 3 clusters Score -4170369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4170371.500000 Penalty: 4962.191406
	Iteration 44Q: 3 clusters Score -4170372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4170373.250000 Penalty: 4962.191406
	Iteration 45Q: 3 clusters Score -4170373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4170373.250000 Penalty: 4962.191406
	Iteration 46F: 3 clusters Score -4170373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -1988370.875000 Penalty: 2287.245117
	Iteration 0F: 2 clusters Score -1988371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1980596.750000 Penalty: 4574.490234
	Iteration 0F: 3 clusters Score -1980597 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1982753.000000 Penalty: 4574.490234
	Iteration 1F: 3 clusters Score -1982753 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1983065.375000 Penalty: 4574.490234
	Iteration 2F: 3 clusters Score -1983065 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1983318.250000 Penalty: 4574.490234
	Iteration 3F: 3 clusters Score -1983318 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1983511.500000 Penalty: 4574.490234
	Iteration 4Q: 3 clusters Score -1983512 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1983670.750000 Penalty: 4574.490234
	Iteration 5Q: 3 clusters Score -1983671 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1983816.250000 Penalty: 4574.490234
	Iteration 6Q: 3 clusters Score -1983816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1983934.750000 Penalty: 4574.490234
	Iteration 7Q: 3 clusters Score -1983935 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1984068.375000 Penalty: 4574.490234
	Iteration 8Q: 3 clusters Score -1984068 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1984197.125000 Penalty: 4574.490234
	Iteration 9Q: 3 clusters Score -1984197 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1984343.125000 Penalty: 4574.490234
	Iteration 10Q: 3 clusters Score -1984343 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1984525.375000 Penalty: 4574.490234
	Iteration 11Q: 3 clusters Score -1984525 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1984707.875000 Penalty: 4574.490234
	Iteration 12Q: 3 clusters Score -1984708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1984946.875000 Penalty: 4574.490234
	Iteration 13Q: 3 clusters Score -1984947 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1985230.875000 Penalty: 4574.490234
	Iteration 14Q: 3 clusters Score -1985231 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1985503.375000 Penalty: 4574.490234
	Iteration 15Q: 3 clusters Score -1985503 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1985740.125000 Penalty: 4574.490234
	Iteration 16Q: 3 clusters Score -1985740 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1985922.250000 Penalty: 4574.490234
	Iteration 17Q: 3 clusters Score -1985922 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1986047.625000 Penalty: 4574.490234
	Iteration 18Q: 3 clusters Score -1986048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1986148.000000 Penalty: 4574.490234
	Iteration 19Q: 3 clusters Score -1986148 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1986207.625000 Penalty: 4574.490234
	Iteration 20F: 3 clusters Score -1986208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1986258.000000 Penalty: 4574.490234
	Iteration 21Q: 3 clusters Score -1986258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1986298.375000 Penalty: 4574.490234
	Iteration 22Q: 3 clusters Score -1986298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1986320.125000 Penalty: 4574.490234
	Iteration 23Q: 3 clusters Score -1986320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1986335.750000 Penalty: 4574.490234
	Iteration 24Q: 3 clusters Score -1986336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1986353.250000 Penalty: 4574.490234
	Iteration 25Q: 3 clusters Score -1986353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1986365.750000 Penalty: 4574.490234
	Iteration 26Q: 3 clusters Score -1986366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1986373.125000 Penalty: 4574.490234
	Iteration 27Q: 3 clusters Score -1986373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1986381.500000 Penalty: 4574.490234
	Iteration 28Q: 3 clusters Score -1986382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1986389.875000 Penalty: 4574.490234
	Iteration 29Q: 3 clusters Score -1986390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1986394.750000 Penalty: 4574.490234
	Iteration 30Q: 3 clusters Score -1986395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1986394.000000 Penalty: 4574.490234
	Iteration 31Q: 3 clusters Score -1986394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1986395.000000 Penalty: 4574.490234
	Iteration 32Q: 3 clusters Score -1986395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1986398.875000 Penalty: 4574.490234
	Iteration 33Q: 3 clusters Score -1986399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1986401.625000 Penalty: 4574.490234
	Iteration 34Q: 3 clusters Score -1986402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1986402.250000 Penalty: 4574.490234
	Iteration 35Q: 3 clusters Score -1986402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1986402.250000 Penalty: 4574.490234
	Iteration 36F: 3 clusters Score -1986402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Entering Unmasked Estep 
Score: -3774623.000000 Penalty: 2447.691650
	Iteration 0F: 2 clusters Score -3774623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3761764.250000 Penalty: 4895.383301
	Iteration 0F: 3 clusters Score -3761764 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3766203.250000 Penalty: 4895.383301
	Iteration 1F: 3 clusters Score -3766203 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3766497.500000 Penalty: 4895.383301
	Iteration 2F: 3 clusters Score -3766498 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -3766721.250000 Penalty: 4895.383301
	Iteration 3Q: 3 clusters Score -3766721 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3766918.500000 Penalty: 4895.383301
	Iteration 4Q: 3 clusters Score -3766918 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3767070.750000 Penalty: 4895.383301
	Iteration 5Q: 3 clusters Score -3767071 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3767215.500000 Penalty: 4895.383301
	Iteration 6Q: 3 clusters Score -3767216 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3767381.250000 Penalty: 4895.383301
	Iteration 7Q: 3 clusters Score -3767381 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3767537.500000 Penalty: 4895.383301
	Iteration 8Q: 3 clusters Score -3767538 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3767751.000000 Penalty: 4895.383301
	Iteration 9Q: 3 clusters Score -3767751 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3767992.000000 Penalty: 4895.383301
	Iteration 10Q: 3 clusters Score -3767992 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3768354.250000 Penalty: 4895.383301
	Iteration 11Q: 3 clusters Score -3768354 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3768861.250000 Penalty: 4895.383301
	Iteration 12Q: 3 clusters Score -3768861 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3769547.750000 Penalty: 4895.383301
	Iteration 13F: 3 clusters Score -3769548 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3770394.000000 Penalty: 4895.383301
	Iteration 14F: 3 clusters Score -3770394 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3771229.000000 Penalty: 4895.383301
	Iteration 15F: 3 clusters Score -3771229 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3772005.000000 Penalty: 4895.383301
	Iteration 16Q: 3 clusters Score -3772005 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3772417.000000 Penalty: 4895.383301
	Iteration 17Q: 3 clusters Score -3772417 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3772544.750000 Penalty: 4895.383301
	Iteration 18Q: 3 clusters Score -3772545 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3772615.250000 Penalty: 4895.383301
	Iteration 19Q: 3 clusters Score -3772615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3772637.750000 Penalty: 4895.383301
	Iteration 20F: 3 clusters Score -3772638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3772675.000000 Penalty: 4895.383301
	Iteration 21Q: 3 clusters Score -3772675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3772686.000000 Penalty: 4895.383301
	Iteration 22Q: 3 clusters Score -3772686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3772709.500000 Penalty: 4895.383301
	Iteration 23Q: 3 clusters Score -3772710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3772715.000000 Penalty: 4895.383301
	Iteration 24Q: 3 clusters Score -3772715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3772725.000000 Penalty: 4895.383301
	Iteration 25Q: 3 clusters Score -3772725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3772728.000000 Penalty: 4895.383301
	Iteration 26Q: 3 clusters Score -3772728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3772727.250000 Penalty: 4895.383301
	Iteration 27Q: 3 clusters Score -3772727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3772727.250000 Penalty: 4895.383301
	Iteration 28F: 3 clusters Score -3772727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -798141.312500 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -798141.3 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 2149 members 
Entering Unmasked Estep 
Score: -794006.375000 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -794006.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -794915.687500 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -794915.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -795086.062500 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -795086.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -795184.312500 Penalty: 4152.136230
	Iteration 3Q: 3 clusters Score -795184.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -795247.437500 Penalty: 4152.136230
	Iteration 4Q: 3 clusters Score -795247.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -795294.000000 Penalty: 4152.136230
	Iteration 5Q: 3 clusters Score -795294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -795334.625000 Penalty: 4152.136230
	Iteration 6Q: 3 clusters Score -795334.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -795368.625000 Penalty: 4152.136230
	Iteration 7Q: 3 clusters Score -795368.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -795400.000000 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -795400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -795437.750000 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -795437.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -795481.375000 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -795481.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -795529.187500 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -795529.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -795595.562500 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -795595.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -795676.375000 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -795676.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -795778.375000 Penalty: 4152.136230
	Iteration 14Q: 3 clusters Score -795778.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -795877.250000 Penalty: 4152.136230
	Iteration 15Q: 3 clusters Score -795877.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -795962.437500 Penalty: 4152.136230
	Iteration 16Q: 3 clusters Score -795962.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -796056.812500 Penalty: 4152.136230
	Iteration 17Q: 3 clusters Score -796056.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -796144.750000 Penalty: 4152.136230
	Iteration 18Q: 3 clusters Score -796144.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -796205.812500 Penalty: 4152.136230
	Iteration 19Q: 3 clusters Score -796205.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -796265.437500 Penalty: 4152.136230
	Iteration 20F: 3 clusters Score -796265.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -796303.687500 Penalty: 4152.136230
	Iteration 21Q: 3 clusters Score -796303.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -796334.000000 Penalty: 4152.136230
	Iteration 22Q: 3 clusters Score -796334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -796359.187500 Penalty: 4152.136230
	Iteration 23Q: 3 clusters Score -796359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -796373.125000 Penalty: 4152.136230
	Iteration 24Q: 3 clusters Score -796373.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -796382.687500 Penalty: 4152.136230
	Iteration 25Q: 3 clusters Score -796382.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -796395.125000 Penalty: 4152.136230
	Iteration 26Q: 3 clusters Score -796395.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -796404.687500 Penalty: 4152.136230
	Iteration 27Q: 3 clusters Score -796404.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -796412.437500 Penalty: 4152.136230
	Iteration 28Q: 3 clusters Score -796412.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -796418.687500 Penalty: 4152.136230
	Iteration 29Q: 3 clusters Score -796418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -796423.750000 Penalty: 4152.136230
	Iteration 30Q: 3 clusters Score -796423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -796427.125000 Penalty: 4152.136230
	Iteration 31Q: 3 clusters Score -796427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -796429.687500 Penalty: 4152.136230
	Iteration 32Q: 3 clusters Score -796429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -796432.000000 Penalty: 4152.136230
	Iteration 33Q: 3 clusters Score -796432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -796432.125000 Penalty: 4152.136230
	Iteration 34Q: 3 clusters Score -796432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -796432.812500 Penalty: 4152.136230
	Iteration 35Q: 3 clusters Score -796432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -796434.125000 Penalty: 4152.136230
	Iteration 36Q: 3 clusters Score -796434.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -796434.125000 Penalty: 4152.136230
	Iteration 37F: 3 clusters Score -796434.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Entering Unmasked Estep 
Score: -5440192.500000 Penalty: 2548.861572
	Iteration 0F: 2 clusters Score -5440192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5421019.000000 Penalty: 5097.723145
	Iteration 0F: 3 clusters Score -5421019 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5428106.500000 Penalty: 5097.723145
	Iteration 1F: 3 clusters Score -5428106 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5428533.500000 Penalty: 5097.723145
	Iteration 2Q: 3 clusters Score -5428534 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -5428879.000000 Penalty: 5097.723145
	Iteration 3Q: 3 clusters Score -5428879 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5429224.500000 Penalty: 5097.723145
	Iteration 4Q: 3 clusters Score -5429224 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5429591.500000 Penalty: 5097.723145
	Iteration 5Q: 3 clusters Score -5429592 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5430052.500000 Penalty: 5097.723145
	Iteration 6Q: 3 clusters Score -5430052 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -5430684.500000 Penalty: 5097.723145
	Iteration 7Q: 3 clusters Score -5430684 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5431562.000000 Penalty: 5097.723145
	Iteration 8F: 3 clusters Score -5431562 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -5433006.000000 Penalty: 5097.723145
	Iteration 9F: 3 clusters Score -5433006 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -5434687.500000 Penalty: 5097.723145
	Iteration 10F: 3 clusters Score -5434688 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5436177.500000 Penalty: 5097.723145
	Iteration 11F: 3 clusters Score -5436178 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5437297.500000 Penalty: 5097.723145
	Iteration 12Q: 3 clusters Score -5437298 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5437898.000000 Penalty: 5097.723145
	Iteration 13Q: 3 clusters Score -5437898 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5438228.500000 Penalty: 5097.723145
	Iteration 14Q: 3 clusters Score -5438228 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5438381.500000 Penalty: 5097.723145
	Iteration 15Q: 3 clusters Score -5438382 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5438486.000000 Penalty: 5097.723145
	Iteration 16Q: 3 clusters Score -5438486 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5438547.500000 Penalty: 5097.723145
	Iteration 17Q: 3 clusters Score -5438548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5438589.500000 Penalty: 5097.723145
	Iteration 18Q: 3 clusters Score -5438590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5438616.000000 Penalty: 5097.723145
	Iteration 19Q: 3 clusters Score -5438616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5438632.000000 Penalty: 5097.723145
	Iteration 20F: 3 clusters Score -5438632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5438646.000000 Penalty: 5097.723145
	Iteration 21Q: 3 clusters Score -5438646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5438669.500000 Penalty: 5097.723145
	Iteration 22Q: 3 clusters Score -5438670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5438697.500000 Penalty: 5097.723145
	Iteration 23Q: 3 clusters Score -5438698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5438705.000000 Penalty: 5097.723145
	Iteration 24Q: 3 clusters Score -5438705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5438727.500000 Penalty: 5097.723145
	Iteration 25Q: 3 clusters Score -5438728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5438742.500000 Penalty: 5097.723145
	Iteration 26Q: 3 clusters Score -5438742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5438747.500000 Penalty: 5097.723145
	Iteration 27Q: 3 clusters Score -5438748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5438748.500000 Penalty: 5097.723145
	Iteration 28Q: 3 clusters Score -5438748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5438757.500000 Penalty: 5097.723145
	Iteration 29Q: 3 clusters Score -5438758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5438757.000000 Penalty: 5097.723145
	Iteration 30Q: 3 clusters Score -5438757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5438762.000000 Penalty: 5097.723145
	Iteration 31Q: 3 clusters Score -5438762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5438764.500000 Penalty: 5097.723145
	Iteration 32Q: 3 clusters Score -5438764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5438769.500000 Penalty: 5097.723145
	Iteration 33Q: 3 clusters Score -5438770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5438765.500000 Penalty: 5097.723145
	Iteration 34Q: 3 clusters Score -5438766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5438777.500000 Penalty: 5097.723145
	Iteration 35Q: 3 clusters Score -5438778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5438774.000000 Penalty: 5097.723145
	Iteration 36Q: 3 clusters Score -5438774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5438770.500000 Penalty: 5097.723145
	Iteration 37Q: 3 clusters Score -5438770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5438768.000000 Penalty: 5097.723145
	Iteration 38Q: 3 clusters Score -5438768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5438772.000000 Penalty: 5097.723145
	Iteration 39Q: 3 clusters Score -5438772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5438766.000000 Penalty: 5097.723145
	Iteration 40F: 3 clusters Score -5438766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5438775.000000 Penalty: 5097.723145
	Iteration 41Q: 3 clusters Score -5438775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5438769.500000 Penalty: 5097.723145
	Iteration 42Q: 3 clusters Score -5438770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5438768.500000 Penalty: 5097.723145
	Iteration 43Q: 3 clusters Score -5438768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5438768.500000 Penalty: 5097.723145
	Iteration 44Q: 3 clusters Score -5438768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5438765.500000 Penalty: 5097.723145
	Iteration 45Q: 3 clusters Score -5438766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5438763.000000 Penalty: 5097.723145
	Iteration 46Q: 3 clusters Score -5438763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5438761.500000 Penalty: 5097.723145
	Iteration 47Q: 3 clusters Score -5438762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5438767.500000 Penalty: 5097.723145
	Iteration 48Q: 3 clusters Score -5438768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5438762.000000 Penalty: 5097.723145
	Iteration 49Q: 3 clusters Score -5438762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5438763.000000 Penalty: 5097.723145
	Iteration 50Q: 3 clusters Score -5438763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5438766.500000 Penalty: 5097.723145
	Iteration 51Q: 3 clusters Score -5438766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5438765.000000 Penalty: 5097.723145
	Iteration 52Q: 3 clusters Score -5438765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5438761.500000 Penalty: 5097.723145
	Iteration 53Q: 3 clusters Score -5438762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5438760.500000 Penalty: 5097.723145
	Iteration 54Q: 3 clusters Score -5438760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5438761.500000 Penalty: 5097.723145
	Iteration 55Q: 3 clusters Score -5438762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5438760.500000 Penalty: 5097.723145
	Iteration 56Q: 3 clusters Score -5438760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5438754.000000 Penalty: 5097.723145
	Iteration 57Q: 3 clusters Score -5438754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5438755.500000 Penalty: 5097.723145
	Iteration 58Q: 3 clusters Score -5438756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5438753.000000 Penalty: 5097.723145
	Iteration 59Q: 3 clusters Score -5438753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5438757.500000 Penalty: 5097.723145
	Iteration 60F: 3 clusters Score -5438758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5438759.500000 Penalty: 5097.723145
	Iteration 61Q: 3 clusters Score -5438760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5438761.500000 Penalty: 5097.723145
	Iteration 62Q: 3 clusters Score -5438762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5438763.000000 Penalty: 5097.723145
	Iteration 63Q: 3 clusters Score -5438763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5438764.000000 Penalty: 5097.723145
	Iteration 64Q: 3 clusters Score -5438764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5438766.000000 Penalty: 5097.723145
	Iteration 65Q: 3 clusters Score -5438766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5438766.000000 Penalty: 5097.723145
	Iteration 66F: 3 clusters Score -5438766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -88016.390625 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -88016.39 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 249 members 
Entering Unmasked Estep 
Score: -86559.632812 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -86559.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86937.570312 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -86937.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -87189.820312 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -87189.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -87497.140625 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -87497.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -87601.031250 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -87601.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -87651.484375 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -87651.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -87676.914062 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -87676.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87689.210938 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -87689.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -87701.398438 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -87701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -87704.445312 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -87704.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -87704.445312 Penalty: 3125.189941
	Iteration 10F: 3 clusters Score -87704.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -47796.359375 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -47796.36 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 142 members 
Entering Unmasked Estep 
Score: -46583.460938 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -46583.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46726.386719 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -46726.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46754.882812 Penalty: 2822.418457
	Iteration 2Q: 3 clusters Score -46754.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46763.160156 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -46763.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46763.160156 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -46763.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Entering Unmasked Estep 
Score: -5087983.000000 Penalty: 2535.950439
	Iteration 0F: 2 clusters Score -5087983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -5069283.500000 Penalty: 5071.900879
	Iteration 0F: 3 clusters Score -5069284 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -5075855.500000 Penalty: 5071.900879
	Iteration 1F: 3 clusters Score -5075856 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5076176.500000 Penalty: 5071.900879
	Iteration 2Q: 3 clusters Score -5076176 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5076449.500000 Penalty: 5071.900879
	Iteration 3Q: 3 clusters Score -5076450 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5076637.500000 Penalty: 5071.900879
	Iteration 4Q: 3 clusters Score -5076638 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -5076775.500000 Penalty: 5071.900879
	Iteration 5Q: 3 clusters Score -5076776 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5076974.500000 Penalty: 5071.900879
	Iteration 6Q: 3 clusters Score -5076974 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5077134.500000 Penalty: 5071.900879
	Iteration 7Q: 3 clusters Score -5077134 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -5077375.500000 Penalty: 5071.900879
	Iteration 8Q: 3 clusters Score -5077376 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5077632.000000 Penalty: 5071.900879
	Iteration 9Q: 3 clusters Score -5077632 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -5077963.500000 Penalty: 5071.900879
	Iteration 10Q: 3 clusters Score -5077964 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5078427.000000 Penalty: 5071.900879
	Iteration 11Q: 3 clusters Score -5078427 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5079081.500000 Penalty: 5071.900879
	Iteration 12Q: 3 clusters Score -5079082 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -5079930.500000 Penalty: 5071.900879
	Iteration 13F: 3 clusters Score -5079930 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -5080965.000000 Penalty: 5071.900879
	Iteration 14F: 3 clusters Score -5080965 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5082006.500000 Penalty: 5071.900879
	Iteration 15F: 3 clusters Score -5082006 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -5082887.000000 Penalty: 5071.900879
	Iteration 16Q: 3 clusters Score -5082887 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5083613.000000 Penalty: 5071.900879
	Iteration 17Q: 3 clusters Score -5083613 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5084330.000000 Penalty: 5071.900879
	Iteration 18Q: 3 clusters Score -5084330 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5084918.500000 Penalty: 5071.900879
	Iteration 19Q: 3 clusters Score -5084918 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5085288.500000 Penalty: 5071.900879
	Iteration 20F: 3 clusters Score -5085288 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5085495.000000 Penalty: 5071.900879
	Iteration 21Q: 3 clusters Score -5085495 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5085610.500000 Penalty: 5071.900879
	Iteration 22Q: 3 clusters Score -5085610 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5085643.000000 Penalty: 5071.900879
	Iteration 23Q: 3 clusters Score -5085643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5085680.500000 Penalty: 5071.900879
	Iteration 24Q: 3 clusters Score -5085680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5085704.000000 Penalty: 5071.900879
	Iteration 25Q: 3 clusters Score -5085704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5085723.500000 Penalty: 5071.900879
	Iteration 26Q: 3 clusters Score -5085724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5085732.000000 Penalty: 5071.900879
	Iteration 27Q: 3 clusters Score -5085732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5085749.500000 Penalty: 5071.900879
	Iteration 28Q: 3 clusters Score -5085750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5085765.000000 Penalty: 5071.900879
	Iteration 29Q: 3 clusters Score -5085765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5085788.500000 Penalty: 5071.900879
	Iteration 30Q: 3 clusters Score -5085788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5085815.500000 Penalty: 5071.900879
	Iteration 31Q: 3 clusters Score -5085816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5085818.000000 Penalty: 5071.900879
	Iteration 32Q: 3 clusters Score -5085818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5085827.500000 Penalty: 5071.900879
	Iteration 33Q: 3 clusters Score -5085828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5085835.000000 Penalty: 5071.900879
	Iteration 34Q: 3 clusters Score -5085835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5085836.500000 Penalty: 5071.900879
	Iteration 35Q: 3 clusters Score -5085836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5085852.000000 Penalty: 5071.900879
	Iteration 36Q: 3 clusters Score -5085852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5085848.500000 Penalty: 5071.900879
	Iteration 37Q: 3 clusters Score -5085848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5085840.500000 Penalty: 5071.900879
	Iteration 38Q: 3 clusters Score -5085840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5085847.500000 Penalty: 5071.900879
	Iteration 39Q: 3 clusters Score -5085848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5085855.500000 Penalty: 5071.900879
	Iteration 40F: 3 clusters Score -5085856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5085864.500000 Penalty: 5071.900879
	Iteration 41Q: 3 clusters Score -5085864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5085863.500000 Penalty: 5071.900879
	Iteration 42Q: 3 clusters Score -5085864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5085866.000000 Penalty: 5071.900879
	Iteration 43Q: 3 clusters Score -5085866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5085873.500000 Penalty: 5071.900879
	Iteration 44Q: 3 clusters Score -5085874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5085874.500000 Penalty: 5071.900879
	Iteration 45Q: 3 clusters Score -5085874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5085877.500000 Penalty: 5071.900879
	Iteration 46Q: 3 clusters Score -5085878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5085880.500000 Penalty: 5071.900879
	Iteration 47Q: 3 clusters Score -5085880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5085881.500000 Penalty: 5071.900879
	Iteration 48Q: 3 clusters Score -5085882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5085886.500000 Penalty: 5071.900879
	Iteration 49Q: 3 clusters Score -5085886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5085893.500000 Penalty: 5071.900879
	Iteration 50Q: 3 clusters Score -5085894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5085903.000000 Penalty: 5071.900879
	Iteration 51Q: 3 clusters Score -5085903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5085913.000000 Penalty: 5071.900879
	Iteration 52Q: 3 clusters Score -5085913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5085919.500000 Penalty: 5071.900879
	Iteration 53Q: 3 clusters Score -5085920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5085913.000000 Penalty: 5071.900879
	Iteration 54Q: 3 clusters Score -5085913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5085925.000000 Penalty: 5071.900879
	Iteration 55Q: 3 clusters Score -5085925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5085929.000000 Penalty: 5071.900879
	Iteration 56Q: 3 clusters Score -5085929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5085938.000000 Penalty: 5071.900879
	Iteration 57Q: 3 clusters Score -5085938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5085938.500000 Penalty: 5071.900879
	Iteration 58Q: 3 clusters Score -5085938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5085939.000000 Penalty: 5071.900879
	Iteration 59Q: 3 clusters Score -5085939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5085937.500000 Penalty: 5071.900879
	Iteration 60F: 3 clusters Score -5085938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5085943.000000 Penalty: 5071.900879
	Iteration 61Q: 3 clusters Score -5085943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5085947.000000 Penalty: 5071.900879
	Iteration 62Q: 3 clusters Score -5085947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5085956.500000 Penalty: 5071.900879
	Iteration 63Q: 3 clusters Score -5085956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5085957.500000 Penalty: 5071.900879
	Iteration 64Q: 3 clusters Score -5085958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5085958.500000 Penalty: 5071.900879
	Iteration 65Q: 3 clusters Score -5085958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5085955.500000 Penalty: 5071.900879
	Iteration 66Q: 3 clusters Score -5085956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5085958.000000 Penalty: 5071.900879
	Iteration 67Q: 3 clusters Score -5085958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5085954.500000 Penalty: 5071.900879
	Iteration 68Q: 3 clusters Score -5085954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5085954.500000 Penalty: 5071.900879
	Iteration 69Q: 3 clusters Score -5085954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5085954.000000 Penalty: 5071.900879
	Iteration 70Q: 3 clusters Score -5085954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5085964.000000 Penalty: 5071.900879
	Iteration 71Q: 3 clusters Score -5085964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5085959.000000 Penalty: 5071.900879
	Iteration 72Q: 3 clusters Score -5085959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5085965.500000 Penalty: 5071.900879
	Iteration 73Q: 3 clusters Score -5085966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5085960.500000 Penalty: 5071.900879
	Iteration 74Q: 3 clusters Score -5085960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5085964.000000 Penalty: 5071.900879
	Iteration 75Q: 3 clusters Score -5085964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5085981.000000 Penalty: 5071.900879
	Iteration 76Q: 3 clusters Score -5085981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5085979.500000 Penalty: 5071.900879
	Iteration 77Q: 3 clusters Score -5085980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5085982.500000 Penalty: 5071.900879
	Iteration 78Q: 3 clusters Score -5085982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5085982.000000 Penalty: 5071.900879
	Iteration 79Q: 3 clusters Score -5085982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5085988.000000 Penalty: 5071.900879
	Iteration 80F: 3 clusters Score -5085988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5085986.000000 Penalty: 5071.900879
	Iteration 81Q: 3 clusters Score -5085986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5085982.500000 Penalty: 5071.900879
	Iteration 82Q: 3 clusters Score -5085982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5085982.500000 Penalty: 5071.900879
	Iteration 83F: 3 clusters Score -5085982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Entering Unmasked Estep 
Score: -6538028.500000 Penalty: 2594.587402
	Iteration 0F: 2 clusters Score -6538028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -6516058.500000 Penalty: 5189.174805
	Iteration 0F: 3 clusters Score -6516058 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -6524727.500000 Penalty: 5189.174805
	Iteration 1F: 3 clusters Score -6524728 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -6525325.500000 Penalty: 5189.174805
	Iteration 2Q: 3 clusters Score -6525326 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6525948.500000 Penalty: 5189.174805
	Iteration 3Q: 3 clusters Score -6525948 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -6526536.000000 Penalty: 5189.174805
	Iteration 4Q: 3 clusters Score -6526536 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6527398.500000 Penalty: 5189.174805
	Iteration 5Q: 3 clusters Score -6527398 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6528536.500000 Penalty: 5189.174805
	Iteration 6F: 3 clusters Score -6528536 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -6530077.500000 Penalty: 5189.174805
	Iteration 7F: 3 clusters Score -6530078 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -6531816.500000 Penalty: 5189.174805
	Iteration 8F: 3 clusters Score -6531816 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -6533214.000000 Penalty: 5189.174805
	Iteration 9F: 3 clusters Score -6533214 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -6534104.000000 Penalty: 5189.174805
	Iteration 10Q: 3 clusters Score -6534104 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -6534538.000000 Penalty: 5189.174805
	Iteration 11Q: 3 clusters Score -6534538 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -6534902.500000 Penalty: 5189.174805
	Iteration 12Q: 3 clusters Score -6534902 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -6535149.500000 Penalty: 5189.174805
	Iteration 13Q: 3 clusters Score -6535150 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -6535296.000000 Penalty: 5189.174805
	Iteration 14Q: 3 clusters Score -6535296 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -6535408.500000 Penalty: 5189.174805
	Iteration 15Q: 3 clusters Score -6535408 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -6535511.500000 Penalty: 5189.174805
	Iteration 16Q: 3 clusters Score -6535512 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -6535574.500000 Penalty: 5189.174805
	Iteration 17Q: 3 clusters Score -6535574 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -6535573.500000 Penalty: 5189.174805
	Iteration 18Q: 3 clusters Score -6535574 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6535651.000000 Penalty: 5189.174805
	Iteration 19Q: 3 clusters Score -6535651 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6535697.500000 Penalty: 5189.174805
	Iteration 20F: 3 clusters Score -6535698 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6535769.500000 Penalty: 5189.174805
	Iteration 21Q: 3 clusters Score -6535770 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -6535863.500000 Penalty: 5189.174805
	Iteration 22Q: 3 clusters Score -6535864 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6535961.000000 Penalty: 5189.174805
	Iteration 23Q: 3 clusters Score -6535961 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6536044.500000 Penalty: 5189.174805
	Iteration 24Q: 3 clusters Score -6536044 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6536101.500000 Penalty: 5189.174805
	Iteration 25Q: 3 clusters Score -6536102 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6536136.000000 Penalty: 5189.174805
	Iteration 26Q: 3 clusters Score -6536136 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6536104.500000 Penalty: 5189.174805
	Iteration 27Q: 3 clusters Score -6536104 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6536155.500000 Penalty: 5189.174805
	Iteration 28Q: 3 clusters Score -6536156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6536152.000000 Penalty: 5189.174805
	Iteration 29Q: 3 clusters Score -6536152 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6536176.000000 Penalty: 5189.174805
	Iteration 30Q: 3 clusters Score -6536176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6536155.500000 Penalty: 5189.174805
	Iteration 31Q: 3 clusters Score -6536156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6536153.000000 Penalty: 5189.174805
	Iteration 32Q: 3 clusters Score -6536153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6536140.500000 Penalty: 5189.174805
	Iteration 33Q: 3 clusters Score -6536140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6536143.500000 Penalty: 5189.174805
	Iteration 34Q: 3 clusters Score -6536144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6536153.500000 Penalty: 5189.174805
	Iteration 35Q: 3 clusters Score -6536154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6536173.000000 Penalty: 5189.174805
	Iteration 36Q: 3 clusters Score -6536173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6536164.000000 Penalty: 5189.174805
	Iteration 37Q: 3 clusters Score -6536164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6536164.000000 Penalty: 5189.174805
	Iteration 38Q: 3 clusters Score -6536164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6536164.000000 Penalty: 5189.174805
	Iteration 39Q: 3 clusters Score -6536164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6536167.500000 Penalty: 5189.174805
	Iteration 40F: 3 clusters Score -6536168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6536175.500000 Penalty: 5189.174805
	Iteration 41Q: 3 clusters Score -6536176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6536171.000000 Penalty: 5189.174805
	Iteration 42Q: 3 clusters Score -6536171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6536159.500000 Penalty: 5189.174805
	Iteration 43Q: 3 clusters Score -6536160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6536153.500000 Penalty: 5189.174805
	Iteration 44Q: 3 clusters Score -6536154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6536153.000000 Penalty: 5189.174805
	Iteration 45Q: 3 clusters Score -6536153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6536164.500000 Penalty: 5189.174805
	Iteration 46Q: 3 clusters Score -6536164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6536159.000000 Penalty: 5189.174805
	Iteration 47Q: 3 clusters Score -6536159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6536164.500000 Penalty: 5189.174805
	Iteration 48Q: 3 clusters Score -6536164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6536163.000000 Penalty: 5189.174805
	Iteration 49Q: 3 clusters Score -6536163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6536149.500000 Penalty: 5189.174805
	Iteration 50Q: 3 clusters Score -6536150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6536156.000000 Penalty: 5189.174805
	Iteration 51Q: 3 clusters Score -6536156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6536160.500000 Penalty: 5189.174805
	Iteration 52Q: 3 clusters Score -6536160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6536158.500000 Penalty: 5189.174805
	Iteration 53Q: 3 clusters Score -6536158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6536162.500000 Penalty: 5189.174805
	Iteration 54Q: 3 clusters Score -6536162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6536162.500000 Penalty: 5189.174805
	Iteration 55F: 3 clusters Score -6536162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Entering Unmasked Estep 
Score: -4050497.750000 Penalty: 2477.823486
	Iteration 0F: 2 clusters Score -4050498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4036560.250000 Penalty: 4955.646973
	Iteration 0F: 3 clusters Score -4036560 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4041726.250000 Penalty: 4955.646973
	Iteration 1F: 3 clusters Score -4041726 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4042147.000000 Penalty: 4955.646973
	Iteration 2F: 3 clusters Score -4042147 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4042496.750000 Penalty: 4955.646973
	Iteration 3Q: 3 clusters Score -4042497 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4042800.000000 Penalty: 4955.646973
	Iteration 4Q: 3 clusters Score -4042800 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4043102.750000 Penalty: 4955.646973
	Iteration 5Q: 3 clusters Score -4043103 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4043356.250000 Penalty: 4955.646973
	Iteration 6Q: 3 clusters Score -4043356 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -4043598.250000 Penalty: 4955.646973
	Iteration 7Q: 3 clusters Score -4043598 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4043839.000000 Penalty: 4955.646973
	Iteration 8Q: 3 clusters Score -4043839 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4044131.000000 Penalty: 4955.646973
	Iteration 9Q: 3 clusters Score -4044131 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4044462.250000 Penalty: 4955.646973
	Iteration 10Q: 3 clusters Score -4044462 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4044900.250000 Penalty: 4955.646973
	Iteration 11Q: 3 clusters Score -4044900 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4045386.750000 Penalty: 4955.646973
	Iteration 12Q: 3 clusters Score -4045387 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4045885.500000 Penalty: 4955.646973
	Iteration 13Q: 3 clusters Score -4045886 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4046242.750000 Penalty: 4955.646973
	Iteration 14Q: 3 clusters Score -4046243 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4046489.750000 Penalty: 4955.646973
	Iteration 15Q: 3 clusters Score -4046490 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4046620.250000 Penalty: 4955.646973
	Iteration 16Q: 3 clusters Score -4046620 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4046705.750000 Penalty: 4955.646973
	Iteration 17Q: 3 clusters Score -4046706 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4046757.750000 Penalty: 4955.646973
	Iteration 18Q: 3 clusters Score -4046758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4046842.750000 Penalty: 4955.646973
	Iteration 19Q: 3 clusters Score -4046843 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4046895.000000 Penalty: 4955.646973
	Iteration 20F: 3 clusters Score -4046895 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4046946.250000 Penalty: 4955.646973
	Iteration 21Q: 3 clusters Score -4046946 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4047007.250000 Penalty: 4955.646973
	Iteration 22Q: 3 clusters Score -4047007 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4047076.000000 Penalty: 4955.646973
	Iteration 23Q: 3 clusters Score -4047076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4047131.250000 Penalty: 4955.646973
	Iteration 24Q: 3 clusters Score -4047131 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4047185.000000 Penalty: 4955.646973
	Iteration 25Q: 3 clusters Score -4047185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4047254.750000 Penalty: 4955.646973
	Iteration 26Q: 3 clusters Score -4047255 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4047301.000000 Penalty: 4955.646973
	Iteration 27Q: 3 clusters Score -4047301 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4047367.500000 Penalty: 4955.646973
	Iteration 28Q: 3 clusters Score -4047368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4047402.500000 Penalty: 4955.646973
	Iteration 29Q: 3 clusters Score -4047402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4047450.250000 Penalty: 4955.646973
	Iteration 30Q: 3 clusters Score -4047450 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4047491.500000 Penalty: 4955.646973
	Iteration 31Q: 3 clusters Score -4047492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4047552.500000 Penalty: 4955.646973
	Iteration 32Q: 3 clusters Score -4047552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4047573.750000 Penalty: 4955.646973
	Iteration 33Q: 3 clusters Score -4047574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4047606.500000 Penalty: 4955.646973
	Iteration 34Q: 3 clusters Score -4047606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -4047659.250000 Penalty: 4955.646973
	Iteration 35Q: 3 clusters Score -4047659 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4047715.000000 Penalty: 4955.646973
	Iteration 36Q: 3 clusters Score -4047715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4047752.500000 Penalty: 4955.646973
	Iteration 37Q: 3 clusters Score -4047752 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4047807.750000 Penalty: 4955.646973
	Iteration 38Q: 3 clusters Score -4047808 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4047860.750000 Penalty: 4955.646973
	Iteration 39Q: 3 clusters Score -4047861 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4047910.000000 Penalty: 4955.646973
	Iteration 40F: 3 clusters Score -4047910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4047933.500000 Penalty: 4955.646973
	Iteration 41Q: 3 clusters Score -4047934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4047951.750000 Penalty: 4955.646973
	Iteration 42Q: 3 clusters Score -4047952 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4047978.000000 Penalty: 4955.646973
	Iteration 43Q: 3 clusters Score -4047978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4048019.000000 Penalty: 4955.646973
	Iteration 44Q: 3 clusters Score -4048019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4048040.750000 Penalty: 4955.646973
	Iteration 45Q: 3 clusters Score -4048041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4048074.250000 Penalty: 4955.646973
	Iteration 46Q: 3 clusters Score -4048074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4048113.500000 Penalty: 4955.646973
	Iteration 47Q: 3 clusters Score -4048114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4048135.250000 Penalty: 4955.646973
	Iteration 48Q: 3 clusters Score -4048135 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4048160.750000 Penalty: 4955.646973
	Iteration 49Q: 3 clusters Score -4048161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4048188.500000 Penalty: 4955.646973
	Iteration 50Q: 3 clusters Score -4048188 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4048216.250000 Penalty: 4955.646973
	Iteration 51Q: 3 clusters Score -4048216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4048234.000000 Penalty: 4955.646973
	Iteration 52Q: 3 clusters Score -4048234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4048246.000000 Penalty: 4955.646973
	Iteration 53Q: 3 clusters Score -4048246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4048265.750000 Penalty: 4955.646973
	Iteration 54Q: 3 clusters Score -4048266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4048278.750000 Penalty: 4955.646973
	Iteration 55Q: 3 clusters Score -4048279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4048289.250000 Penalty: 4955.646973
	Iteration 56Q: 3 clusters Score -4048289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4048296.500000 Penalty: 4955.646973
	Iteration 57Q: 3 clusters Score -4048296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4048318.250000 Penalty: 4955.646973
	Iteration 58Q: 3 clusters Score -4048318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4048316.250000 Penalty: 4955.646973
	Iteration 59Q: 3 clusters Score -4048316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4048330.500000 Penalty: 4955.646973
	Iteration 60F: 3 clusters Score -4048330 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4048324.250000 Penalty: 4955.646973
	Iteration 61Q: 3 clusters Score -4048324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4048334.000000 Penalty: 4955.646973
	Iteration 62Q: 3 clusters Score -4048334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4048335.250000 Penalty: 4955.646973
	Iteration 63Q: 3 clusters Score -4048335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4048331.250000 Penalty: 4955.646973
	Iteration 64Q: 3 clusters Score -4048331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4048344.000000 Penalty: 4955.646973
	Iteration 65Q: 3 clusters Score -4048344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4048343.000000 Penalty: 4955.646973
	Iteration 66Q: 3 clusters Score -4048343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4048337.750000 Penalty: 4955.646973
	Iteration 67Q: 3 clusters Score -4048338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4048336.000000 Penalty: 4955.646973
	Iteration 68Q: 3 clusters Score -4048336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4048350.750000 Penalty: 4955.646973
	Iteration 69Q: 3 clusters Score -4048351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4048346.000000 Penalty: 4955.646973
	Iteration 70Q: 3 clusters Score -4048346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4048349.250000 Penalty: 4955.646973
	Iteration 71Q: 3 clusters Score -4048349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4048344.250000 Penalty: 4955.646973
	Iteration 72Q: 3 clusters Score -4048344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4048351.500000 Penalty: 4955.646973
	Iteration 73Q: 3 clusters Score -4048352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4048349.250000 Penalty: 4955.646973
	Iteration 74Q: 3 clusters Score -4048349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4048350.000000 Penalty: 4955.646973
	Iteration 75Q: 3 clusters Score -4048350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4048356.750000 Penalty: 4955.646973
	Iteration 76Q: 3 clusters Score -4048357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4048351.500000 Penalty: 4955.646973
	Iteration 77Q: 3 clusters Score -4048352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4048351.500000 Penalty: 4955.646973
	Iteration 78Q: 3 clusters Score -4048352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4048351.250000 Penalty: 4955.646973
	Iteration 79Q: 3 clusters Score -4048351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4048354.250000 Penalty: 4955.646973
	Iteration 80F: 3 clusters Score -4048354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4048351.750000 Penalty: 4955.646973
	Iteration 81Q: 3 clusters Score -4048352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4048354.250000 Penalty: 4955.646973
	Iteration 82Q: 3 clusters Score -4048354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4048354.000000 Penalty: 4955.646973
	Iteration 83Q: 3 clusters Score -4048354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4048358.250000 Penalty: 4955.646973
	Iteration 84Q: 3 clusters Score -4048358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4048362.000000 Penalty: 4955.646973
	Iteration 85Q: 3 clusters Score -4048362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4048363.750000 Penalty: 4955.646973
	Iteration 86Q: 3 clusters Score -4048364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4048363.750000 Penalty: 4955.646973
	Iteration 87Q: 3 clusters Score -4048364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4048368.000000 Penalty: 4955.646973
	Iteration 88Q: 3 clusters Score -4048368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4048364.500000 Penalty: 4955.646973
	Iteration 89Q: 3 clusters Score -4048364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4048365.750000 Penalty: 4955.646973
	Iteration 90Q: 3 clusters Score -4048366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4048364.250000 Penalty: 4955.646973
	Iteration 91Q: 3 clusters Score -4048364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4048363.500000 Penalty: 4955.646973
	Iteration 92Q: 3 clusters Score -4048364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4048362.500000 Penalty: 4955.646973
	Iteration 93Q: 3 clusters Score -4048362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4048368.000000 Penalty: 4955.646973
	Iteration 94Q: 3 clusters Score -4048368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4048370.250000 Penalty: 4955.646973
	Iteration 95Q: 3 clusters Score -4048370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4048366.250000 Penalty: 4955.646973
	Iteration 96Q: 3 clusters Score -4048366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4048364.750000 Penalty: 4955.646973
	Iteration 97Q: 3 clusters Score -4048365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4048370.000000 Penalty: 4955.646973
	Iteration 98Q: 3 clusters Score -4048370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4048371.250000 Penalty: 4955.646973
	Iteration 99Q: 3 clusters Score -4048371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4048375.500000 Penalty: 4955.646973
	Iteration 100F: 3 clusters Score -4048376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4048381.250000 Penalty: 4955.646973
	Iteration 101Q: 3 clusters Score -4048381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4048377.250000 Penalty: 4955.646973
	Iteration 102Q: 3 clusters Score -4048377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4048378.750000 Penalty: 4955.646973
	Iteration 103Q: 3 clusters Score -4048379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4048379.500000 Penalty: 4955.646973
	Iteration 104Q: 3 clusters Score -4048380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4048386.000000 Penalty: 4955.646973
	Iteration 105Q: 3 clusters Score -4048386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4048384.250000 Penalty: 4955.646973
	Iteration 106Q: 3 clusters Score -4048384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4048378.500000 Penalty: 4955.646973
	Iteration 107Q: 3 clusters Score -4048378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4048378.500000 Penalty: 4955.646973
	Iteration 108Q: 3 clusters Score -4048378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4048376.500000 Penalty: 4955.646973
	Iteration 109Q: 3 clusters Score -4048376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4048373.000000 Penalty: 4955.646973
	Iteration 110Q: 3 clusters Score -4048373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4048375.000000 Penalty: 4955.646973
	Iteration 111Q: 3 clusters Score -4048375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4048372.500000 Penalty: 4955.646973
	Iteration 112Q: 3 clusters Score -4048372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4048376.500000 Penalty: 4955.646973
	Iteration 113Q: 3 clusters Score -4048376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4048375.000000 Penalty: 4955.646973
	Iteration 114Q: 3 clusters Score -4048375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4048378.500000 Penalty: 4955.646973
	Iteration 115Q: 3 clusters Score -4048378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4048376.500000 Penalty: 4955.646973
	Iteration 116Q: 3 clusters Score -4048376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4048380.750000 Penalty: 4955.646973
	Iteration 117Q: 3 clusters Score -4048381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4048376.500000 Penalty: 4955.646973
	Iteration 118Q: 3 clusters Score -4048376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4048381.500000 Penalty: 4955.646973
	Iteration 119Q: 3 clusters Score -4048382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4048386.500000 Penalty: 4955.646973
	Iteration 120F: 3 clusters Score -4048386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4048391.000000 Penalty: 4955.646973
	Iteration 121Q: 3 clusters Score -4048391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4048389.750000 Penalty: 4955.646973
	Iteration 122Q: 3 clusters Score -4048390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4048390.250000 Penalty: 4955.646973
	Iteration 123Q: 3 clusters Score -4048390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4048387.500000 Penalty: 4955.646973
	Iteration 124Q: 3 clusters Score -4048388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4048392.000000 Penalty: 4955.646973
	Iteration 125Q: 3 clusters Score -4048392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4048383.250000 Penalty: 4955.646973
	Iteration 126Q: 3 clusters Score -4048383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4048381.000000 Penalty: 4955.646973
	Iteration 127Q: 3 clusters Score -4048381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4048389.000000 Penalty: 4955.646973
	Iteration 128Q: 3 clusters Score -4048389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4048386.750000 Penalty: 4955.646973
	Iteration 129Q: 3 clusters Score -4048387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4048385.250000 Penalty: 4955.646973
	Iteration 130Q: 3 clusters Score -4048385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4048388.500000 Penalty: 4955.646973
	Iteration 131Q: 3 clusters Score -4048388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4048387.250000 Penalty: 4955.646973
	Iteration 132Q: 3 clusters Score -4048387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4048386.000000 Penalty: 4955.646973
	Iteration 133Q: 3 clusters Score -4048386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4048388.500000 Penalty: 4955.646973
	Iteration 134Q: 3 clusters Score -4048388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4048388.250000 Penalty: 4955.646973
	Iteration 135Q: 3 clusters Score -4048388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4048389.000000 Penalty: 4955.646973
	Iteration 136Q: 3 clusters Score -4048389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4048388.250000 Penalty: 4955.646973
	Iteration 137Q: 3 clusters Score -4048388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4048388.500000 Penalty: 4955.646973
	Iteration 138Q: 3 clusters Score -4048388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4048389.750000 Penalty: 4955.646973
	Iteration 139Q: 3 clusters Score -4048390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4048390.000000 Penalty: 4955.646973
	Iteration 140F: 3 clusters Score -4048390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4048386.000000 Penalty: 4955.646973
	Iteration 141Q: 3 clusters Score -4048386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4048384.000000 Penalty: 4955.646973
	Iteration 142Q: 3 clusters Score -4048384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4048389.750000 Penalty: 4955.646973
	Iteration 143Q: 3 clusters Score -4048390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4048387.250000 Penalty: 4955.646973
	Iteration 144Q: 3 clusters Score -4048387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4048388.000000 Penalty: 4955.646973
	Iteration 145Q: 3 clusters Score -4048388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4048385.750000 Penalty: 4955.646973
	Iteration 146Q: 3 clusters Score -4048386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4048387.250000 Penalty: 4955.646973
	Iteration 147Q: 3 clusters Score -4048387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4048391.250000 Penalty: 4955.646973
	Iteration 148Q: 3 clusters Score -4048391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4048393.500000 Penalty: 4955.646973
	Iteration 149Q: 3 clusters Score -4048394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4048396.250000 Penalty: 4955.646973
	Iteration 150Q: 3 clusters Score -4048396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4048396.250000 Penalty: 4955.646973
	Iteration 151F: 3 clusters Score -4048396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Entering Unmasked Estep 
Score: -4112873.250000 Penalty: 2464.716064
	Iteration 0F: 2 clusters Score -4112873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4101903.250000 Penalty: 4929.432129
	Iteration 0F: 3 clusters Score -4101903 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4106637.750000 Penalty: 4929.432129
	Iteration 1F: 3 clusters Score -4106638 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4107056.250000 Penalty: 4929.432129
	Iteration 2F: 3 clusters Score -4107056 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4107408.750000 Penalty: 4929.432129
	Iteration 3F: 3 clusters Score -4107409 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4107689.750000 Penalty: 4929.432129
	Iteration 4F: 3 clusters Score -4107690 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4107982.000000 Penalty: 4929.432129
	Iteration 5F: 3 clusters Score -4107982 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4108239.750000 Penalty: 4929.432129
	Iteration 6F: 3 clusters Score -4108240 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -4108758.500000 Penalty: 4929.432129
	Iteration 7F: 3 clusters Score -4108758 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4109677.000000 Penalty: 4929.432129
	Iteration 8F: 3 clusters Score -4109677 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4110799.750000 Penalty: 4929.432129
	Iteration 9F: 3 clusters Score -4110800 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4111706.000000 Penalty: 4929.432129
	Iteration 10F: 3 clusters Score -4111706 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4112223.750000 Penalty: 4929.432129
	Iteration 11Q: 3 clusters Score -4112224 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4112608.000000 Penalty: 4929.432129
	Iteration 12Q: 3 clusters Score -4112608 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4112932.250000 Penalty: 4929.432129
	Iteration 13Q: 3 clusters Score -4112932 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -4113096.250000 Penalty: 4929.432129
	Iteration 14Q: 3 clusters Score -4113096 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4113223.500000 Penalty: 4929.432129
	Iteration 15Q: 3 clusters Score -4113224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4113316.250000 Penalty: 4929.432129
	Iteration 16Q: 3 clusters Score -4113316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4113375.500000 Penalty: 4929.432129
	Iteration 17Q: 3 clusters Score -4113376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4113373.000000 Penalty: 4929.432129
	Iteration 18Q: 3 clusters Score -4113373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4113333.500000 Penalty: 4929.432129
	Iteration 19Q: 3 clusters Score -4113334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4113369.500000 Penalty: 4929.432129
	Iteration 20F: 3 clusters Score -4113370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4113389.750000 Penalty: 4929.432129
	Iteration 21Q: 3 clusters Score -4113390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4113409.250000 Penalty: 4929.432129
	Iteration 22Q: 3 clusters Score -4113409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4113395.250000 Penalty: 4929.432129
	Iteration 23Q: 3 clusters Score -4113395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4113412.000000 Penalty: 4929.432129
	Iteration 24Q: 3 clusters Score -4113412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -4113417.500000 Penalty: 4929.432129
	Iteration 25Q: 3 clusters Score -4113418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4113430.000000 Penalty: 4929.432129
	Iteration 26Q: 3 clusters Score -4113430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -4113439.500000 Penalty: 4929.432129
	Iteration 27Q: 3 clusters Score -4113440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4113434.750000 Penalty: 4929.432129
	Iteration 28Q: 3 clusters Score -4113435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4113436.750000 Penalty: 4929.432129
	Iteration 29Q: 3 clusters Score -4113437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4113432.000000 Penalty: 4929.432129
	Iteration 30Q: 3 clusters Score -4113432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4113431.750000 Penalty: 4929.432129
	Iteration 31Q: 3 clusters Score -4113432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4113439.500000 Penalty: 4929.432129
	Iteration 32Q: 3 clusters Score -4113440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4113446.750000 Penalty: 4929.432129
	Iteration 33Q: 3 clusters Score -4113447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4113443.000000 Penalty: 4929.432129
	Iteration 34Q: 3 clusters Score -4113443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4113439.000000 Penalty: 4929.432129
	Iteration 35Q: 3 clusters Score -4113439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4113445.250000 Penalty: 4929.432129
	Iteration 36Q: 3 clusters Score -4113445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4113451.750000 Penalty: 4929.432129
	Iteration 37Q: 3 clusters Score -4113452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4113437.500000 Penalty: 4929.432129
	Iteration 38Q: 3 clusters Score -4113438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4113446.750000 Penalty: 4929.432129
	Iteration 39Q: 3 clusters Score -4113447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4113446.750000 Penalty: 4929.432129
	Iteration 40F: 3 clusters Score -4113447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21969 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 24311 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22135 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 29076 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27601 members 
Mstep: Class 21 contains 34963 members 
Mstep: Class 22 contains 21834 members 
Mstep: Class 23 contains 10827 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18675 members 
Mstep: Class 27 contains 20891 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18149 members 
Mstep: Class 30 contains 20129 members 
Mstep: Class 31 contains 23522 members 
Mstep: Class 32 contains 17679 members 
Mstep: Class 33 contains 20185 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
Score: -87209488.000000 Penalty: 110135.960938
Splitting cluster 23 changes total score from -87210424.000000 to -87209488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -85098.640625 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -85098.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83673.812500 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -83673.81 nChanged 131
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: -83946.742188 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -83946.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84049.007812 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -84049.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84129.007812 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -84129.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84220.953125 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -84220.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84232.828125 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -84232.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84245.718750 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -84245.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84247.257812 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -84247.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84247.257812 Penalty: 3124.278809
	Iteration 8F: 3 clusters Score -84247.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -194373.250000 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -194373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -192381.125000 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -192381.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -192724.578125 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -192724.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -192841.703125 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -192841.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -192956.609375 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -192956.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193098.953125 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -193099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -193142.156250 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -193142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -193179.250000 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -193179.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -193215.453125 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -193215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193232.578125 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -193232.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -193246.953125 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -193247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -193266.484375 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -193266.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -193282.500000 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -193282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -193296.843750 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -193296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -193312.593750 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -193312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -193323.000000 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -193323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -193325.109375 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -193325.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -193331.093750 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -193331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -193336.750000 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -193336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -193350.343750 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -193350.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -193361.343750 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -193361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -193366.171875 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -193366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -193368.437500 Penalty: 3483.342529
	Iteration 21Q: 3 clusters Score -193368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -193369.234375 Penalty: 3483.342529
	Iteration 22Q: 3 clusters Score -193369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -193369.234375 Penalty: 3483.342529
	Iteration 23F: 3 clusters Score -193369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Entering Unmasked Estep 
Score: -3697708.250000 Penalty: 2439.065430
	Iteration 0F: 2 clusters Score -3697708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3685265.250000 Penalty: 4878.130859
	Iteration 0F: 3 clusters Score -3685265 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3689626.500000 Penalty: 4878.130859
	Iteration 1F: 3 clusters Score -3689626 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3690013.250000 Penalty: 4878.130859
	Iteration 2F: 3 clusters Score -3690013 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3690325.750000 Penalty: 4878.130859
	Iteration 3Q: 3 clusters Score -3690326 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3690584.500000 Penalty: 4878.130859
	Iteration 4Q: 3 clusters Score -3690584 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3690818.250000 Penalty: 4878.130859
	Iteration 5Q: 3 clusters Score -3690818 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3691061.500000 Penalty: 4878.130859
	Iteration 6Q: 3 clusters Score -3691062 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3691307.750000 Penalty: 4878.130859
	Iteration 7Q: 3 clusters Score -3691308 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3691576.000000 Penalty: 4878.130859
	Iteration 8Q: 3 clusters Score -3691576 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3691802.000000 Penalty: 4878.130859
	Iteration 9Q: 3 clusters Score -3691802 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3692102.500000 Penalty: 4878.130859
	Iteration 10Q: 3 clusters Score -3692102 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3692396.250000 Penalty: 4878.130859
	Iteration 11Q: 3 clusters Score -3692396 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3692670.750000 Penalty: 4878.130859
	Iteration 12Q: 3 clusters Score -3692671 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -3693003.000000 Penalty: 4878.130859
	Iteration 13Q: 3 clusters Score -3693003 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3693412.000000 Penalty: 4878.130859
	Iteration 14Q: 3 clusters Score -3693412 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3693813.250000 Penalty: 4878.130859
	Iteration 15Q: 3 clusters Score -3693813 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3694143.500000 Penalty: 4878.130859
	Iteration 16Q: 3 clusters Score -3694144 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3694405.250000 Penalty: 4878.130859
	Iteration 17Q: 3 clusters Score -3694405 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -3694602.500000 Penalty: 4878.130859
	Iteration 18Q: 3 clusters Score -3694602 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3694772.250000 Penalty: 4878.130859
	Iteration 19Q: 3 clusters Score -3694772 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3694937.750000 Penalty: 4878.130859
	Iteration 20F: 3 clusters Score -3694938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3695190.750000 Penalty: 4878.130859
	Iteration 21Q: 3 clusters Score -3695191 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3695383.250000 Penalty: 4878.130859
	Iteration 22Q: 3 clusters Score -3695383 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3695588.750000 Penalty: 4878.130859
	Iteration 23Q: 3 clusters Score -3695589 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3695720.750000 Penalty: 4878.130859
	Iteration 24Q: 3 clusters Score -3695721 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3695806.000000 Penalty: 4878.130859
	Iteration 25Q: 3 clusters Score -3695806 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3695859.750000 Penalty: 4878.130859
	Iteration 26Q: 3 clusters Score -3695860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3695898.500000 Penalty: 4878.130859
	Iteration 27Q: 3 clusters Score -3695898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3695922.000000 Penalty: 4878.130859
	Iteration 28Q: 3 clusters Score -3695922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3695942.750000 Penalty: 4878.130859
	Iteration 29Q: 3 clusters Score -3695943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3695966.000000 Penalty: 4878.130859
	Iteration 30Q: 3 clusters Score -3695966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -3695963.500000 Penalty: 4878.130859
	Iteration 31Q: 3 clusters Score -3695964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3695966.000000 Penalty: 4878.130859
	Iteration 32Q: 3 clusters Score -3695966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3695963.000000 Penalty: 4878.130859
	Iteration 33Q: 3 clusters Score -3695963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3695956.000000 Penalty: 4878.130859
	Iteration 34Q: 3 clusters Score -3695956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3695959.500000 Penalty: 4878.130859
	Iteration 35Q: 3 clusters Score -3695960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3695970.750000 Penalty: 4878.130859
	Iteration 36Q: 3 clusters Score -3695971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3695969.750000 Penalty: 4878.130859
	Iteration 37Q: 3 clusters Score -3695970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3695967.000000 Penalty: 4878.130859
	Iteration 38Q: 3 clusters Score -3695967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3695964.500000 Penalty: 4878.130859
	Iteration 39Q: 3 clusters Score -3695964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3695959.500000 Penalty: 4878.130859
	Iteration 40F: 3 clusters Score -3695960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3695957.000000 Penalty: 4878.130859
	Iteration 41Q: 3 clusters Score -3695957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3695960.750000 Penalty: 4878.130859
	Iteration 42Q: 3 clusters Score -3695961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3695973.500000 Penalty: 4878.130859
	Iteration 43Q: 3 clusters Score -3695974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3695973.750000 Penalty: 4878.130859
	Iteration 44Q: 3 clusters Score -3695974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3695977.750000 Penalty: 4878.130859
	Iteration 45Q: 3 clusters Score -3695978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3695982.500000 Penalty: 4878.130859
	Iteration 46Q: 3 clusters Score -3695982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3695981.750000 Penalty: 4878.130859
	Iteration 47Q: 3 clusters Score -3695982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3695980.000000 Penalty: 4878.130859
	Iteration 48Q: 3 clusters Score -3695980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3695982.000000 Penalty: 4878.130859
	Iteration 49Q: 3 clusters Score -3695982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3695977.750000 Penalty: 4878.130859
	Iteration 50Q: 3 clusters Score -3695978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3695978.750000 Penalty: 4878.130859
	Iteration 51Q: 3 clusters Score -3695979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3695982.250000 Penalty: 4878.130859
	Iteration 52Q: 3 clusters Score -3695982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3695981.500000 Penalty: 4878.130859
	Iteration 53Q: 3 clusters Score -3695982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3695980.000000 Penalty: 4878.130859
	Iteration 54Q: 3 clusters Score -3695980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3695979.500000 Penalty: 4878.130859
	Iteration 55Q: 3 clusters Score -3695980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3695979.500000 Penalty: 4878.130859
	Iteration 56F: 3 clusters Score -3695980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Entering Unmasked Estep 
Score: -3949117.500000 Penalty: 2466.874268
	Iteration 0F: 2 clusters Score -3949118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3934808.000000 Penalty: 4933.748535
	Iteration 0F: 3 clusters Score -3934808 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3939663.750000 Penalty: 4933.748535
	Iteration 1F: 3 clusters Score -3939664 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3940057.750000 Penalty: 4933.748535
	Iteration 2F: 3 clusters Score -3940058 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3940465.250000 Penalty: 4933.748535
	Iteration 3Q: 3 clusters Score -3940465 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3940922.250000 Penalty: 4933.748535
	Iteration 4Q: 3 clusters Score -3940922 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3941470.500000 Penalty: 4933.748535
	Iteration 5Q: 3 clusters Score -3941470 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3942083.750000 Penalty: 4933.748535
	Iteration 6F: 3 clusters Score -3942084 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3942805.000000 Penalty: 4933.748535
	Iteration 7F: 3 clusters Score -3942805 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3943623.750000 Penalty: 4933.748535
	Iteration 8F: 3 clusters Score -3943624 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3944520.750000 Penalty: 4933.748535
	Iteration 9F: 3 clusters Score -3944521 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -3945379.500000 Penalty: 4933.748535
	Iteration 10Q: 3 clusters Score -3945380 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3945974.000000 Penalty: 4933.748535
	Iteration 11Q: 3 clusters Score -3945974 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3946302.750000 Penalty: 4933.748535
	Iteration 12Q: 3 clusters Score -3946303 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3946550.500000 Penalty: 4933.748535
	Iteration 13Q: 3 clusters Score -3946550 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3946680.750000 Penalty: 4933.748535
	Iteration 14Q: 3 clusters Score -3946681 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3946807.000000 Penalty: 4933.748535
	Iteration 15Q: 3 clusters Score -3946807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3946881.750000 Penalty: 4933.748535
	Iteration 16Q: 3 clusters Score -3946882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3946932.250000 Penalty: 4933.748535
	Iteration 17Q: 3 clusters Score -3946932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3946969.500000 Penalty: 4933.748535
	Iteration 18Q: 3 clusters Score -3946970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3946994.000000 Penalty: 4933.748535
	Iteration 19Q: 3 clusters Score -3946994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3947007.500000 Penalty: 4933.748535
	Iteration 20F: 3 clusters Score -3947008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3947014.500000 Penalty: 4933.748535
	Iteration 21Q: 3 clusters Score -3947014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3947018.500000 Penalty: 4933.748535
	Iteration 22Q: 3 clusters Score -3947018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3947020.500000 Penalty: 4933.748535
	Iteration 23Q: 3 clusters Score -3947020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3947020.750000 Penalty: 4933.748535
	Iteration 24Q: 3 clusters Score -3947021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -3947025.000000 Penalty: 4933.748535
	Iteration 25Q: 3 clusters Score -3947025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3947024.750000 Penalty: 4933.748535
	Iteration 26Q: 3 clusters Score -3947025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3947028.000000 Penalty: 4933.748535
	Iteration 27Q: 3 clusters Score -3947028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3947023.750000 Penalty: 4933.748535
	Iteration 28Q: 3 clusters Score -3947024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3947023.750000 Penalty: 4933.748535
	Iteration 29F: 3 clusters Score -3947024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -70532.304688 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -70532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69305.226562 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -69305.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69472.101562 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -69472.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69596.921875 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -69596.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69692.585938 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -69692.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69787.710938 Penalty: 2988.829590
	Iteration 4F: 3 clusters Score -69787.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69881.789062 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -69881.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69941.546875 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -69941.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69988.539062 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -69988.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70039.023438 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -70039.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70051.218750 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -70051.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70061.554688 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -70061.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70061.554688 Penalty: 2988.829590
	Iteration 11F: 3 clusters Score -70061.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Entering Unmasked Estep 
Score: -3603523.250000 Penalty: 2431.979980
	Iteration 0F: 2 clusters Score -3603523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3591103.500000 Penalty: 4863.959961
	Iteration 0F: 3 clusters Score -3591104 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3595373.250000 Penalty: 4863.959961
	Iteration 1F: 3 clusters Score -3595373 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3595854.500000 Penalty: 4863.959961
	Iteration 2F: 3 clusters Score -3595854 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3596300.000000 Penalty: 4863.959961
	Iteration 3F: 3 clusters Score -3596300 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3596773.750000 Penalty: 4863.959961
	Iteration 4F: 3 clusters Score -3596774 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3597254.500000 Penalty: 4863.959961
	Iteration 5F: 3 clusters Score -3597254 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3597732.000000 Penalty: 4863.959961
	Iteration 6F: 3 clusters Score -3597732 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3598265.500000 Penalty: 4863.959961
	Iteration 7F: 3 clusters Score -3598266 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3598934.500000 Penalty: 4863.959961
	Iteration 8Q: 3 clusters Score -3598934 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3599566.750000 Penalty: 4863.959961
	Iteration 9Q: 3 clusters Score -3599567 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3600061.000000 Penalty: 4863.959961
	Iteration 10Q: 3 clusters Score -3600061 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3600420.500000 Penalty: 4863.959961
	Iteration 11Q: 3 clusters Score -3600420 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3600698.000000 Penalty: 4863.959961
	Iteration 12Q: 3 clusters Score -3600698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3600884.750000 Penalty: 4863.959961
	Iteration 13Q: 3 clusters Score -3600885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3600964.750000 Penalty: 4863.959961
	Iteration 14Q: 3 clusters Score -3600965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3601023.750000 Penalty: 4863.959961
	Iteration 15Q: 3 clusters Score -3601024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3601038.750000 Penalty: 4863.959961
	Iteration 16Q: 3 clusters Score -3601039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3601053.750000 Penalty: 4863.959961
	Iteration 17Q: 3 clusters Score -3601054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3601079.750000 Penalty: 4863.959961
	Iteration 18Q: 3 clusters Score -3601080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3601125.750000 Penalty: 4863.959961
	Iteration 19Q: 3 clusters Score -3601126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3601156.000000 Penalty: 4863.959961
	Iteration 20F: 3 clusters Score -3601156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3601189.750000 Penalty: 4863.959961
	Iteration 21Q: 3 clusters Score -3601190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3601193.750000 Penalty: 4863.959961
	Iteration 22Q: 3 clusters Score -3601194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3601209.500000 Penalty: 4863.959961
	Iteration 23Q: 3 clusters Score -3601210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3601219.750000 Penalty: 4863.959961
	Iteration 24Q: 3 clusters Score -3601220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3601227.000000 Penalty: 4863.959961
	Iteration 25Q: 3 clusters Score -3601227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3601230.500000 Penalty: 4863.959961
	Iteration 26Q: 3 clusters Score -3601230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3601232.250000 Penalty: 4863.959961
	Iteration 27Q: 3 clusters Score -3601232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3601232.250000 Penalty: 4863.959961
	Iteration 28F: 3 clusters Score -3601232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Entering Unmasked Estep 
Score: -3985494.000000 Penalty: 2457.659424
	Iteration 0F: 2 clusters Score -3985494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3973525.250000 Penalty: 4915.318848
	Iteration 0F: 3 clusters Score -3973525 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3978168.500000 Penalty: 4915.318848
	Iteration 1F: 3 clusters Score -3978168 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3978519.500000 Penalty: 4915.318848
	Iteration 2F: 3 clusters Score -3978520 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3978852.000000 Penalty: 4915.318848
	Iteration 3F: 3 clusters Score -3978852 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3979095.000000 Penalty: 4915.318848
	Iteration 4F: 3 clusters Score -3979095 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3979544.000000 Penalty: 4915.318848
	Iteration 5F: 3 clusters Score -3979544 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3980215.750000 Penalty: 4915.318848
	Iteration 6F: 3 clusters Score -3980216 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3981501.750000 Penalty: 4915.318848
	Iteration 7F: 3 clusters Score -3981502 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3982914.250000 Penalty: 4915.318848
	Iteration 8F: 3 clusters Score -3982914 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3983552.750000 Penalty: 4915.318848
	Iteration 9F: 3 clusters Score -3983553 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3983874.000000 Penalty: 4915.318848
	Iteration 10Q: 3 clusters Score -3983874 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3984056.500000 Penalty: 4915.318848
	Iteration 11Q: 3 clusters Score -3984056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3984176.250000 Penalty: 4915.318848
	Iteration 12Q: 3 clusters Score -3984176 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3984259.750000 Penalty: 4915.318848
	Iteration 13Q: 3 clusters Score -3984260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3984307.250000 Penalty: 4915.318848
	Iteration 14Q: 3 clusters Score -3984307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3984360.250000 Penalty: 4915.318848
	Iteration 15Q: 3 clusters Score -3984360 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3984370.000000 Penalty: 4915.318848
	Iteration 16Q: 3 clusters Score -3984370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3984380.000000 Penalty: 4915.318848
	Iteration 17Q: 3 clusters Score -3984380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3984383.750000 Penalty: 4915.318848
	Iteration 18Q: 3 clusters Score -3984384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3984426.750000 Penalty: 4915.318848
	Iteration 19Q: 3 clusters Score -3984427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3984431.750000 Penalty: 4915.318848
	Iteration 20F: 3 clusters Score -3984432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3984425.750000 Penalty: 4915.318848
	Iteration 21Q: 3 clusters Score -3984426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3984417.000000 Penalty: 4915.318848
	Iteration 22Q: 3 clusters Score -3984417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -3984423.250000 Penalty: 4915.318848
	Iteration 23Q: 3 clusters Score -3984423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3984495.250000 Penalty: 4915.318848
	Iteration 24Q: 3 clusters Score -3984495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3984507.500000 Penalty: 4915.318848
	Iteration 25Q: 3 clusters Score -3984508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -3984522.000000 Penalty: 4915.318848
	Iteration 26Q: 3 clusters Score -3984522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3984533.500000 Penalty: 4915.318848
	Iteration 27Q: 3 clusters Score -3984534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3984541.750000 Penalty: 4915.318848
	Iteration 28Q: 3 clusters Score -3984542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3984548.500000 Penalty: 4915.318848
	Iteration 29Q: 3 clusters Score -3984548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3984533.250000 Penalty: 4915.318848
	Iteration 30Q: 3 clusters Score -3984533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3984530.500000 Penalty: 4915.318848
	Iteration 31Q: 3 clusters Score -3984530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3984523.750000 Penalty: 4915.318848
	Iteration 32Q: 3 clusters Score -3984524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3984517.500000 Penalty: 4915.318848
	Iteration 33Q: 3 clusters Score -3984518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3984515.250000 Penalty: 4915.318848
	Iteration 34Q: 3 clusters Score -3984515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3984512.250000 Penalty: 4915.318848
	Iteration 35Q: 3 clusters Score -3984512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3984512.250000 Penalty: 4915.318848
	Iteration 36F: 3 clusters Score -3984512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Entering Unmasked Estep 
Score: -4381901.000000 Penalty: 2496.291260
	Iteration 0F: 2 clusters Score -4381901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4368184.000000 Penalty: 4992.582520
	Iteration 0F: 3 clusters Score -4368184 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4373698.000000 Penalty: 4992.582520
	Iteration 1F: 3 clusters Score -4373698 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4374023.500000 Penalty: 4992.582520
	Iteration 2Q: 3 clusters Score -4374024 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4374289.000000 Penalty: 4992.582520
	Iteration 3Q: 3 clusters Score -4374289 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4374499.000000 Penalty: 4992.582520
	Iteration 4Q: 3 clusters Score -4374499 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4374667.000000 Penalty: 4992.582520
	Iteration 5Q: 3 clusters Score -4374667 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4374841.500000 Penalty: 4992.582520
	Iteration 6Q: 3 clusters Score -4374842 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4375012.500000 Penalty: 4992.582520
	Iteration 7Q: 3 clusters Score -4375012 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4375213.500000 Penalty: 4992.582520
	Iteration 8Q: 3 clusters Score -4375214 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4375434.000000 Penalty: 4992.582520
	Iteration 9Q: 3 clusters Score -4375434 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4375660.500000 Penalty: 4992.582520
	Iteration 10Q: 3 clusters Score -4375660 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4376005.000000 Penalty: 4992.582520
	Iteration 11Q: 3 clusters Score -4376005 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4376534.500000 Penalty: 4992.582520
	Iteration 12Q: 3 clusters Score -4376534 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4377243.000000 Penalty: 4992.582520
	Iteration 13Q: 3 clusters Score -4377243 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4378007.500000 Penalty: 4992.582520
	Iteration 14Q: 3 clusters Score -4378008 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4378672.000000 Penalty: 4992.582520
	Iteration 15Q: 3 clusters Score -4378672 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4379143.500000 Penalty: 4992.582520
	Iteration 16Q: 3 clusters Score -4379144 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4379407.000000 Penalty: 4992.582520
	Iteration 17Q: 3 clusters Score -4379407 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -4379633.500000 Penalty: 4992.582520
	Iteration 18Q: 3 clusters Score -4379634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4379764.000000 Penalty: 4992.582520
	Iteration 19Q: 3 clusters Score -4379764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4379824.500000 Penalty: 4992.582520
	Iteration 20F: 3 clusters Score -4379824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4379846.500000 Penalty: 4992.582520
	Iteration 21Q: 3 clusters Score -4379846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4379884.000000 Penalty: 4992.582520
	Iteration 22Q: 3 clusters Score -4379884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4379922.500000 Penalty: 4992.582520
	Iteration 23Q: 3 clusters Score -4379922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4379938.000000 Penalty: 4992.582520
	Iteration 24Q: 3 clusters Score -4379938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4379963.000000 Penalty: 4992.582520
	Iteration 25Q: 3 clusters Score -4379963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4379978.000000 Penalty: 4992.582520
	Iteration 26Q: 3 clusters Score -4379978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4379996.500000 Penalty: 4992.582520
	Iteration 27Q: 3 clusters Score -4379996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4380010.500000 Penalty: 4992.582520
	Iteration 28Q: 3 clusters Score -4380010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4380033.000000 Penalty: 4992.582520
	Iteration 29Q: 3 clusters Score -4380033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4380042.500000 Penalty: 4992.582520
	Iteration 30Q: 3 clusters Score -4380042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4380040.000000 Penalty: 4992.582520
	Iteration 31Q: 3 clusters Score -4380040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4380040.500000 Penalty: 4992.582520
	Iteration 32Q: 3 clusters Score -4380040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -4380037.000000 Penalty: 4992.582520
	Iteration 33Q: 3 clusters Score -4380037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4380038.000000 Penalty: 4992.582520
	Iteration 34Q: 3 clusters Score -4380038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -4380045.000000 Penalty: 4992.582520
	Iteration 35Q: 3 clusters Score -4380045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4380053.000000 Penalty: 4992.582520
	Iteration 36Q: 3 clusters Score -4380053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4380057.500000 Penalty: 4992.582520
	Iteration 37Q: 3 clusters Score -4380058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4380053.000000 Penalty: 4992.582520
	Iteration 38Q: 3 clusters Score -4380053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4380058.000000 Penalty: 4992.582520
	Iteration 39Q: 3 clusters Score -4380058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4380067.000000 Penalty: 4992.582520
	Iteration 40F: 3 clusters Score -4380067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4380066.500000 Penalty: 4992.582520
	Iteration 41Q: 3 clusters Score -4380066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4380072.000000 Penalty: 4992.582520
	Iteration 42Q: 3 clusters Score -4380072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -4380074.500000 Penalty: 4992.582520
	Iteration 43Q: 3 clusters Score -4380074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4380084.000000 Penalty: 4992.582520
	Iteration 44Q: 3 clusters Score -4380084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4380086.000000 Penalty: 4992.582520
	Iteration 45Q: 3 clusters Score -4380086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4380081.000000 Penalty: 4992.582520
	Iteration 46Q: 3 clusters Score -4380081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4380079.500000 Penalty: 4992.582520
	Iteration 47Q: 3 clusters Score -4380080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4380082.500000 Penalty: 4992.582520
	Iteration 48Q: 3 clusters Score -4380082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4380089.500000 Penalty: 4992.582520
	Iteration 49Q: 3 clusters Score -4380090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4380085.500000 Penalty: 4992.582520
	Iteration 50Q: 3 clusters Score -4380086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4380086.500000 Penalty: 4992.582520
	Iteration 51Q: 3 clusters Score -4380086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4380086.500000 Penalty: 4992.582520
	Iteration 52Q: 3 clusters Score -4380086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4380086.500000 Penalty: 4992.582520
	Iteration 53Q: 3 clusters Score -4380086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4380086.500000 Penalty: 4992.582520
	Iteration 54F: 3 clusters Score -4380086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Entering Unmasked Estep 
Score: -3511658.250000 Penalty: 2425.472900
	Iteration 0F: 2 clusters Score -3511658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3499630.750000 Penalty: 4850.945801
	Iteration 0F: 3 clusters Score -3499631 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3503805.250000 Penalty: 4850.945801
	Iteration 1F: 3 clusters Score -3503805 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3504227.250000 Penalty: 4850.945801
	Iteration 2F: 3 clusters Score -3504227 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3504642.250000 Penalty: 4850.945801
	Iteration 3F: 3 clusters Score -3504642 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3505046.250000 Penalty: 4850.945801
	Iteration 4F: 3 clusters Score -3505046 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3505442.750000 Penalty: 4850.945801
	Iteration 5F: 3 clusters Score -3505443 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3505854.500000 Penalty: 4850.945801
	Iteration 6F: 3 clusters Score -3505854 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3506320.000000 Penalty: 4850.945801
	Iteration 7F: 3 clusters Score -3506320 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3506874.000000 Penalty: 4850.945801
	Iteration 8Q: 3 clusters Score -3506874 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3507410.750000 Penalty: 4850.945801
	Iteration 9Q: 3 clusters Score -3507411 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3507932.750000 Penalty: 4850.945801
	Iteration 10Q: 3 clusters Score -3507933 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3508408.750000 Penalty: 4850.945801
	Iteration 11Q: 3 clusters Score -3508409 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3508747.500000 Penalty: 4850.945801
	Iteration 12Q: 3 clusters Score -3508748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3509007.750000 Penalty: 4850.945801
	Iteration 13Q: 3 clusters Score -3509008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3509170.750000 Penalty: 4850.945801
	Iteration 14Q: 3 clusters Score -3509171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3509267.250000 Penalty: 4850.945801
	Iteration 15Q: 3 clusters Score -3509267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3509336.000000 Penalty: 4850.945801
	Iteration 16Q: 3 clusters Score -3509336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3509385.500000 Penalty: 4850.945801
	Iteration 17Q: 3 clusters Score -3509386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3509425.250000 Penalty: 4850.945801
	Iteration 18Q: 3 clusters Score -3509425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3509455.500000 Penalty: 4850.945801
	Iteration 19Q: 3 clusters Score -3509456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3509469.500000 Penalty: 4850.945801
	Iteration 20F: 3 clusters Score -3509470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3509487.500000 Penalty: 4850.945801
	Iteration 21Q: 3 clusters Score -3509488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3509509.250000 Penalty: 4850.945801
	Iteration 22Q: 3 clusters Score -3509509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3509524.250000 Penalty: 4850.945801
	Iteration 23Q: 3 clusters Score -3509524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3509535.000000 Penalty: 4850.945801
	Iteration 24Q: 3 clusters Score -3509535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3509538.750000 Penalty: 4850.945801
	Iteration 25Q: 3 clusters Score -3509539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3509539.000000 Penalty: 4850.945801
	Iteration 26Q: 3 clusters Score -3509539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3509537.000000 Penalty: 4850.945801
	Iteration 27Q: 3 clusters Score -3509537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3509541.000000 Penalty: 4850.945801
	Iteration 28Q: 3 clusters Score -3509541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3509541.000000 Penalty: 4850.945801
	Iteration 29F: 3 clusters Score -3509541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Entering Unmasked Estep 
Score: -3986527.000000 Penalty: 2458.348389
	Iteration 0F: 2 clusters Score -3986527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3974592.000000 Penalty: 4916.696777
	Iteration 0F: 3 clusters Score -3974592 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3979244.000000 Penalty: 4916.696777
	Iteration 1F: 3 clusters Score -3979244 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3979648.250000 Penalty: 4916.696777
	Iteration 2F: 3 clusters Score -3979648 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3979968.000000 Penalty: 4916.696777
	Iteration 3Q: 3 clusters Score -3979968 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3980234.250000 Penalty: 4916.696777
	Iteration 4Q: 3 clusters Score -3980234 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3980502.500000 Penalty: 4916.696777
	Iteration 5Q: 3 clusters Score -3980502 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3980766.000000 Penalty: 4916.696777
	Iteration 6Q: 3 clusters Score -3980766 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3981092.500000 Penalty: 4916.696777
	Iteration 7Q: 3 clusters Score -3981092 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3981515.500000 Penalty: 4916.696777
	Iteration 8Q: 3 clusters Score -3981516 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3982012.250000 Penalty: 4916.696777
	Iteration 9F: 3 clusters Score -3982012 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3982640.000000 Penalty: 4916.696777
	Iteration 10F: 3 clusters Score -3982640 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3983295.500000 Penalty: 4916.696777
	Iteration 11F: 3 clusters Score -3983296 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3983818.000000 Penalty: 4916.696777
	Iteration 12Q: 3 clusters Score -3983818 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3984234.500000 Penalty: 4916.696777
	Iteration 13Q: 3 clusters Score -3984234 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3984488.250000 Penalty: 4916.696777
	Iteration 14Q: 3 clusters Score -3984488 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3984758.250000 Penalty: 4916.696777
	Iteration 15Q: 3 clusters Score -3984758 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3984945.250000 Penalty: 4916.696777
	Iteration 16Q: 3 clusters Score -3984945 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3985090.250000 Penalty: 4916.696777
	Iteration 17Q: 3 clusters Score -3985090 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3985177.750000 Penalty: 4916.696777
	Iteration 18Q: 3 clusters Score -3985178 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3985296.250000 Penalty: 4916.696777
	Iteration 19Q: 3 clusters Score -3985296 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3985434.500000 Penalty: 4916.696777
	Iteration 20F: 3 clusters Score -3985434 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3985528.000000 Penalty: 4916.696777
	Iteration 21Q: 3 clusters Score -3985528 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3985545.750000 Penalty: 4916.696777
	Iteration 22Q: 3 clusters Score -3985546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3985574.000000 Penalty: 4916.696777
	Iteration 23Q: 3 clusters Score -3985574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3985619.000000 Penalty: 4916.696777
	Iteration 24Q: 3 clusters Score -3985619 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3985651.000000 Penalty: 4916.696777
	Iteration 25Q: 3 clusters Score -3985651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3985664.500000 Penalty: 4916.696777
	Iteration 26Q: 3 clusters Score -3985664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3985680.000000 Penalty: 4916.696777
	Iteration 27Q: 3 clusters Score -3985680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3985691.250000 Penalty: 4916.696777
	Iteration 28Q: 3 clusters Score -3985691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3985691.750000 Penalty: 4916.696777
	Iteration 29Q: 3 clusters Score -3985692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3985706.750000 Penalty: 4916.696777
	Iteration 30Q: 3 clusters Score -3985707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3985715.750000 Penalty: 4916.696777
	Iteration 31Q: 3 clusters Score -3985716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3985711.000000 Penalty: 4916.696777
	Iteration 32Q: 3 clusters Score -3985711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3985709.750000 Penalty: 4916.696777
	Iteration 33Q: 3 clusters Score -3985710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3985705.750000 Penalty: 4916.696777
	Iteration 34Q: 3 clusters Score -3985706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3985713.000000 Penalty: 4916.696777
	Iteration 35Q: 3 clusters Score -3985713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3985718.250000 Penalty: 4916.696777
	Iteration 36Q: 3 clusters Score -3985718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3985718.250000 Penalty: 4916.696777
	Iteration 37Q: 3 clusters Score -3985718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3985712.500000 Penalty: 4916.696777
	Iteration 38Q: 3 clusters Score -3985712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3985713.250000 Penalty: 4916.696777
	Iteration 39Q: 3 clusters Score -3985713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3985713.250000 Penalty: 4916.696777
	Iteration 40F: 3 clusters Score -3985713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -85546.046875 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -85546.05 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: -84108.390625 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -84108.39 nChanged 104
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: -84340.539062 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -84340.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84463.656250 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -84463.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84600.640625 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -84600.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -84675.195312 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -84675.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -84734.015625 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -84734.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -84778.812500 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -84778.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -84790.062500 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -84790.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -84793.820312 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -84793.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -84799.171875 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -84799.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84801.500000 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -84801.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84801.500000 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -84801.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21969 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 24311 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22135 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 22124 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 29076 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27601 members 
Mstep: Class 21 contains 34963 members 
Mstep: Class 22 contains 21834 members 
Mstep: Class 23 contains 20710 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18675 members 
Mstep: Class 27 contains 20891 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18149 members 
Mstep: Class 30 contains 20129 members 
Mstep: Class 31 contains 23522 members 
Mstep: Class 32 contains 17679 members 
Mstep: Class 33 contains 20185 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210128.000000 Penalty: 106896.671875
Iteration 479Q: 34 clusters Score -8.721013e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21971 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33452 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22131 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 10114 members 
Mstep: Class 15 contains 19462 members 
Mstep: Class 16 contains 4318 members 
Mstep: Class 17 contains 29075 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27606 members 
Mstep: Class 21 contains 34914 members 
Mstep: Class 22 contains 21861 members 
Mstep: Class 23 contains 20368 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18511 members 
Mstep: Class 27 contains 20909 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18841 members 
Mstep: Class 30 contains 19504 members 
Mstep: Class 31 contains 23511 members 
Mstep: Class 32 contains 17680 members 
Mstep: Class 33 contains 20544 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210632.000000 Penalty: 106896.671875
Iteration 480F: 34 clusters Score -8.721063e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21981 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 24280 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 7 contains 33458 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22138 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18325 members 
Mstep: Class 13 contains 22150 members 
Mstep: Class 14 contains 10099 members 
Mstep: Class 15 contains 19447 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 29071 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27606 members 
Mstep: Class 21 contains 34855 members 
Mstep: Class 22 contains 21821 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18368 members 
Mstep: Class 27 contains 20972 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19495 members 
Mstep: Class 30 contains 19387 members 
Mstep: Class 31 contains 23478 members 
Mstep: Class 32 contains 17901 members 
Mstep: Class 33 contains 20985 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210656.000000 Penalty: 106896.671875
Iteration 481Q: 34 clusters Score -8.721066e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 7691 members 
Mstep: Class 4 contains 24264 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 22168 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 19315 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 29074 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27615 members 
Mstep: Class 21 contains 34780 members 
Mstep: Class 22 contains 21834 members 
Mstep: Class 23 contains 18359 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18287 members 
Mstep: Class 27 contains 21018 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19701 members 
Mstep: Class 30 contains 19860 members 
Mstep: Class 31 contains 23463 members 
Mstep: Class 32 contains 18266 members 
Mstep: Class 33 contains 21251 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210720.000000 Penalty: 106896.671875
Iteration 482Q: 34 clusters Score -8.721072e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22006 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 24272 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33463 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22133 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18306 members 
Mstep: Class 13 contains 22176 members 
Mstep: Class 14 contains 10042 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 29082 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27620 members 
Mstep: Class 21 contains 34720 members 
Mstep: Class 22 contains 21836 members 
Mstep: Class 23 contains 17819 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18403 members 
Mstep: Class 27 contains 21073 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19161 members 
Mstep: Class 30 contains 20523 members 
Mstep: Class 31 contains 23455 members 
Mstep: Class 32 contains 18667 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210008.000000 Penalty: 106896.671875
Iteration 483Q: 34 clusters Score -8.721001e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22018 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 24307 members 
Mstep: Class 5 contains 5158 members 
Mstep: Class 7 contains 33476 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 22174 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 18998 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 29086 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27626 members 
Mstep: Class 21 contains 34652 members 
Mstep: Class 22 contains 21858 members 
Mstep: Class 23 contains 18104 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18603 members 
Mstep: Class 27 contains 21121 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18155 members 
Mstep: Class 30 contains 21266 members 
Mstep: Class 31 contains 23453 members 
Mstep: Class 32 contains 18869 members 
Mstep: Class 33 contains 20976 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209840.000000 Penalty: 106896.671875
Iteration 484Q: 34 clusters Score -8.720984e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22024 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24338 members 
Mstep: Class 5 contains 5159 members 
Mstep: Class 7 contains 33488 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22174 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18301 members 
Mstep: Class 13 contains 22169 members 
Mstep: Class 14 contains 10023 members 
Mstep: Class 15 contains 18990 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 29083 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27634 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 21891 members 
Mstep: Class 23 contains 18829 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18820 members 
Mstep: Class 27 contains 21152 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17428 members 
Mstep: Class 30 contains 21585 members 
Mstep: Class 31 contains 23473 members 
Mstep: Class 32 contains 18699 members 
Mstep: Class 33 contains 20530 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210280.000000 Penalty: 106896.671875
Iteration 485Q: 34 clusters Score -8.721028e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22026 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 24316 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 7 contains 33511 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22173 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18308 members 
Mstep: Class 13 contains 22157 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 19106 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 29092 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27642 members 
Mstep: Class 21 contains 34522 members 
Mstep: Class 22 contains 21906 members 
Mstep: Class 23 contains 19671 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18958 members 
Mstep: Class 27 contains 21175 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17207 members 
Mstep: Class 30 contains 21382 members 
Mstep: Class 31 contains 23465 members 
Mstep: Class 32 contains 18384 members 
Mstep: Class 33 contains 20189 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210424.000000 Penalty: 106896.671875
Iteration 486Q: 34 clusters Score -8.721042e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22020 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24298 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22191 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 19274 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 29090 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27652 members 
Mstep: Class 21 contains 34459 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 20390 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 19009 members 
Mstep: Class 27 contains 21213 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17445 members 
Mstep: Class 30 contains 20661 members 
Mstep: Class 31 contains 23421 members 
Mstep: Class 32 contains 18051 members 
Mstep: Class 33 contains 20094 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210112.000000 Penalty: 106896.671875
Iteration 487Q: 34 clusters Score -8.721011e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22021 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 24276 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 7 contains 33517 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22229 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18306 members 
Mstep: Class 13 contains 22127 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 19437 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 29080 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27656 members 
Mstep: Class 21 contains 34429 members 
Mstep: Class 22 contains 21934 members 
Mstep: Class 23 contains 20656 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18893 members 
Mstep: Class 27 contains 21247 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18054 members 
Mstep: Class 30 contains 19814 members 
Mstep: Class 31 contains 23418 members 
Mstep: Class 32 contains 17749 members 
Mstep: Class 33 contains 20287 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210064.000000 Penalty: 106896.671875
Iteration 488Q: 34 clusters Score -8.721006e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22005 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 24257 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 7 contains 33510 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22248 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 22113 members 
Mstep: Class 14 contains 10109 members 
Mstep: Class 15 contains 19509 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 29078 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27662 members 
Mstep: Class 21 contains 34378 members 
Mstep: Class 22 contains 21963 members 
Mstep: Class 23 contains 20195 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18683 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18789 members 
Mstep: Class 30 contains 19341 members 
Mstep: Class 31 contains 23445 members 
Mstep: Class 32 contains 17617 members 
Mstep: Class 33 contains 20730 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210408.000000 Penalty: 106896.671875
Iteration 489Q: 34 clusters Score -8.721041e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21986 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24240 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 7 contains 33510 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22233 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22090 members 
Mstep: Class 14 contains 10102 members 
Mstep: Class 15 contains 19410 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 29084 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27666 members 
Mstep: Class 21 contains 34336 members 
Mstep: Class 22 contains 21946 members 
Mstep: Class 23 contains 19212 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18528 members 
Mstep: Class 27 contains 21352 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19410 members 
Mstep: Class 30 contains 19455 members 
Mstep: Class 31 contains 23421 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 21134 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210424.000000 Penalty: 106896.671875
Iteration 490Q: 34 clusters Score -8.721042e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21991 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 24223 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22218 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18316 members 
Mstep: Class 13 contains 22080 members 
Mstep: Class 14 contains 10086 members 
Mstep: Class 15 contains 19232 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 29085 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27680 members 
Mstep: Class 21 contains 34274 members 
Mstep: Class 22 contains 21950 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18393 members 
Mstep: Class 27 contains 21380 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19589 members 
Mstep: Class 30 contains 20042 members 
Mstep: Class 31 contains 23409 members 
Mstep: Class 32 contains 18148 members 
Mstep: Class 33 contains 21359 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210824.000000 Penalty: 106896.671875
Iteration 491Q: 34 clusters Score -8.721082e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21992 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 24221 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22199 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18309 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 10059 members 
Mstep: Class 15 contains 19046 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 29099 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27684 members 
Mstep: Class 21 contains 34227 members 
Mstep: Class 22 contains 21992 members 
Mstep: Class 23 contains 17910 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18442 members 
Mstep: Class 27 contains 21425 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19087 members 
Mstep: Class 30 contains 20699 members 
Mstep: Class 31 contains 23434 members 
Mstep: Class 32 contains 18515 members 
Mstep: Class 33 contains 21299 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210408.000000 Penalty: 106896.671875
Iteration 492Q: 34 clusters Score -8.721041e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21984 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24222 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 7 contains 33511 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22188 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18311 members 
Mstep: Class 13 contains 22062 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 18939 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 29093 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27686 members 
Mstep: Class 21 contains 34185 members 
Mstep: Class 22 contains 22042 members 
Mstep: Class 23 contains 18265 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18582 members 
Mstep: Class 27 contains 21474 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18183 members 
Mstep: Class 30 contains 21298 members 
Mstep: Class 31 contains 23461 members 
Mstep: Class 32 contains 18716 members 
Mstep: Class 33 contains 20988 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210280.000000 Penalty: 106896.671875
Iteration 493Q: 34 clusters Score -8.721028e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21965 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24235 members 
Mstep: Class 5 contains 5149 members 
Mstep: Class 7 contains 33512 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18308 members 
Mstep: Class 13 contains 22068 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 18952 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 29106 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27680 members 
Mstep: Class 21 contains 34143 members 
Mstep: Class 22 contains 22077 members 
Mstep: Class 23 contains 18919 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18740 members 
Mstep: Class 27 contains 21509 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17625 members 
Mstep: Class 30 contains 21528 members 
Mstep: Class 31 contains 23503 members 
Mstep: Class 32 contains 18618 members 
Mstep: Class 33 contains 20542 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210632.000000 Penalty: 106896.671875
Iteration 494Q: 34 clusters Score -8.721063e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21956 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24235 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 7 contains 33508 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22168 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 22071 members 
Mstep: Class 14 contains 10033 members 
Mstep: Class 15 contains 19054 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 29097 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27684 members 
Mstep: Class 21 contains 34102 members 
Mstep: Class 22 contains 22107 members 
Mstep: Class 23 contains 19765 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18842 members 
Mstep: Class 27 contains 21539 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17458 members 
Mstep: Class 30 contains 21328 members 
Mstep: Class 31 contains 23502 members 
Mstep: Class 32 contains 18241 members 
Mstep: Class 33 contains 20221 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210320.000000 Penalty: 106896.671875
Iteration 495Q: 34 clusters Score -8.721032e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21940 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 24206 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 7 contains 33507 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22188 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 22072 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 19240 members 
Mstep: Class 16 contains 4325 members 
Mstep: Class 17 contains 29098 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27685 members 
Mstep: Class 21 contains 34064 members 
Mstep: Class 22 contains 22143 members 
Mstep: Class 23 contains 20454 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18859 members 
Mstep: Class 27 contains 21569 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 17789 members 
Mstep: Class 30 contains 20519 members 
Mstep: Class 31 contains 23465 members 
Mstep: Class 32 contains 17915 members 
Mstep: Class 33 contains 20142 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210096.000000 Penalty: 106896.671875
Iteration 496Q: 34 clusters Score -8.72101e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 7 contains 33514 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22195 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 10057 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 29080 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27689 members 
Mstep: Class 21 contains 34013 members 
Mstep: Class 22 contains 22169 members 
Mstep: Class 23 contains 20744 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18705 members 
Mstep: Class 27 contains 21607 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 18507 members 
Mstep: Class 30 contains 19683 members 
Mstep: Class 31 contains 23448 members 
Mstep: Class 32 contains 17579 members 
Mstep: Class 33 contains 20338 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210088.000000 Penalty: 106896.671875
Iteration 497Q: 34 clusters Score -8.721009e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21897 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 24140 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 7 contains 33521 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22198 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18339 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 10056 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 29070 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27691 members 
Mstep: Class 21 contains 33964 members 
Mstep: Class 22 contains 22195 members 
Mstep: Class 23 contains 19858 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18563 members 
Mstep: Class 27 contains 21656 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19251 members 
Mstep: Class 30 contains 19306 members 
Mstep: Class 31 contains 23449 members 
Mstep: Class 32 contains 17698 members 
Mstep: Class 33 contains 20843 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210336.000000 Penalty: 106896.671875
Iteration 498Q: 34 clusters Score -8.721034e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21863 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 24127 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22185 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 22043 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 19380 members 
Mstep: Class 16 contains 4324 members 
Mstep: Class 17 contains 29079 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27691 members 
Mstep: Class 21 contains 33927 members 
Mstep: Class 22 contains 22189 members 
Mstep: Class 23 contains 18753 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18379 members 
Mstep: Class 27 contains 21706 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19760 members 
Mstep: Class 30 contains 19549 members 
Mstep: Class 31 contains 23425 members 
Mstep: Class 32 contains 18016 members 
Mstep: Class 33 contains 21207 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210648.000000 Penalty: 106896.671875
Iteration 499Q: 34 clusters Score -8.721065e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 24118 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 7 contains 33556 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 22158 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 10037 members 
Mstep: Class 15 contains 19210 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 17 contains 29076 members 
Mstep: Class 18 contains 545 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 20 contains 27700 members 
Mstep: Class 21 contains 33886 members 
Mstep: Class 22 contains 22181 members 
Mstep: Class 23 contains 17974 members 
Mstep: Class 24 contains 544 members 
Mstep: Class 25 contains 1122 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 21731 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 19477 members 
Mstep: Class 30 contains 20265 members 
Mstep: Class 31 contains 23426 members 
Mstep: Class 32 contains 18424 members 
Mstep: Class 33 contains 21419 members 
Mstep: Class 34 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87210200.000000 Penalty: 106896.671875
Iteration 500F: 34 clusters Score -8.72102e+07 nChanged 3347
Maximum iterations exceeded
--- Evaluating fit on full set of 1411664 points ---
Entering Unmasked Estep 
Score: -261668368.000000 Penalty: 115887.726562
21->34 Clusters: Score -261668368.000000, best is -261845616.000000

Main iterations: 0 (time per=infms)
Total iterations: 41159 (time per=259.332330ms)
Iterations metric 2: 1163220484096.000000 (time per=9.176127ns)
Iterations metric 3: 34895692824576.000000 (time per=305.878993ps)

That took 10673.859375 seconds.
